diff --git a/iris/lct_gan/0/0/synth.csv b/iris/lct_gan/0/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f6759c99868abc320a71363b3668b3a72a0873f
--- /dev/null
+++ b/iris/lct_gan/0/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173688,3.054000000055343,4.899491423584975,1.6654274751412368,Iris-versicolor
+1,6.1794816952599785,3.0540000000046583,4.918606341369826,1.6655819604462596,Iris-virginica
+2,6.179366508641143,3.054000000012738,4.899643064790779,1.665427495221303,Iris-versicolor
+3,5.108947716173068,3.054000000028023,4.899491315160232,1.6654274751358065,Iris-versicolor
+4,6.179366567183463,3.054000000382112,4.899791445829773,1.6654276654836728,Iris-versicolor
+5,6.188251849048602,3.054000000027216,5.0194254646703245,1.6686033554383302,Iris-virginica
+6,6.179366575247206,3.054000000018317,4.899877528598204,1.665427585270474,Iris-versicolor
+7,6.189059763227211,3.0540000000799883,5.002198739207653,1.6724289512390444,Iris-virginica
+8,6.192824697372694,3.0540000000156944,5.060663290110982,1.6688802778996106,Iris-virginica
+9,6.1794550618148225,3.0540000000203884,4.91666864680101,1.6655779138532132,Iris-virginica
+10,6.179452749159275,3.054000000104134,4.918713490620667,1.665538347726417,Iris-virginica
+11,6.179366490166973,3.0540000000505443,4.899512413427714,1.6654274778954805,Iris-versicolor
+12,6.187947261511616,3.054000000037385,5.025320565126574,1.6683437582695908,Iris-virginica
+13,6.179766620467111,3.054000000139153,4.935590226151695,1.6658065215781999,Iris-virginica
+14,6.184994406489249,3.0540000001355723,4.9942871979722385,1.66920668581565,Iris-virginica
+15,6.1793695002637765,3.054000000008642,4.904031756457403,1.6654344672922918,Iris-versicolor
+16,6.183033185433167,3.05400000016969,4.972514084990627,1.66878848115346,Iris-virginica
+17,5.108947716173101,3.054000000029768,4.899491325341162,1.6654274751360385,Iris-versicolor
+18,5.108947716173035,3.05400000002876,4.899491301626492,1.6654274751353713,Iris-versicolor
+19,6.179366518576228,3.0540000000484975,4.899659131418417,1.6654275105967131,Iris-versicolor
+20,6.1793664886226605,3.0540000000222314,4.899491375514041,1.6654274751391613,Iris-versicolor
+21,6.188659492817946,3.0540000001049465,4.996708303910653,1.6744907424138074,Iris-virginica
+22,6.187289459629896,3.054000000159623,5.0098407204555135,1.6709793558820698,Iris-virginica
+23,6.179366488633077,3.054000000023575,4.899491919651215,1.6654274751720786,Iris-versicolor
+24,6.179366488692399,3.054000000036129,4.8994935467462435,1.6654274752199005,Iris-versicolor
+25,6.183089521989631,3.0540000003833705,4.981050261740282,1.669208631987419,Iris-virginica
+26,5.108947716173066,3.0540000000270244,4.899491314428859,1.6654274751356848,Iris-versicolor
+27,6.179366488760999,3.054000000035934,4.899495196180823,1.6654274753508387,Iris-versicolor
+28,6.17936894538286,3.0540000000112144,4.903932335653869,1.6654300325014366,Iris-versicolor
+29,6.1793665000674345,3.054000000082771,4.899572696388157,1.6654275069128412,Iris-versicolor
+30,6.184475164656262,3.054000000200658,4.976708736309967,1.6710625278083187,Iris-virginica
+31,6.191204508860983,3.0540000000273353,5.039351817211987,1.6694916062598646,Iris-virginica
+0,5.108947716173263,3.0540000000262864,4.899491358690663,1.6654274751376785,Iris-versicolor
+1,6.17936649905063,3.054000002240752,4.899553185694729,1.6654275153294462,Iris-versicolor
+2,5.10894771617305,3.054000000029077,4.899491309259566,1.6654274751355225,Iris-versicolor
+3,6.187980035874067,3.0540000001113397,5.030172657409387,1.6694436456869675,Iris-virginica
+4,6.179366504734319,3.054000000115391,4.899589993846705,1.6654274999049241,Iris-versicolor
+5,6.185586043340251,3.0540000000075995,5.007309810688827,1.6670838390073588,Iris-virginica
+6,6.186147268566823,3.0540000001325973,5.0048704134925,1.669711677014397,Iris-virginica
+7,6.192788140119568,3.0540000000146605,5.055364378354529,1.6691035484998469,Iris-virginica
+8,6.183892845247654,3.0540000001760466,4.99437192558026,1.6683195391978172,Iris-virginica
+9,6.1818689649230665,3.054000000417877,4.971695787265686,1.667716444139255,Iris-virginica
+10,6.190603220270483,3.0540000000331755,5.022174093560257,1.6703597958514498,Iris-virginica
+11,6.190232244605651,3.054000000060476,5.001653028126275,1.6736290206214857,Iris-virginica
+12,5.108947716173498,3.05400000003363,4.8994913992129865,1.6654274751395612,Iris-versicolor
+13,6.179819797715517,3.0540000000131005,4.9413492677894695,1.6656104949739754,Iris-virginica
+14,6.179366488684241,3.0540000000336356,4.899493472982091,1.665427475287255,Iris-versicolor
+15,5.108947716174578,3.0540000001144514,4.899491522375911,1.6654274751490301,Iris-versicolor
+16,5.108947716173084,3.0540000000293293,4.899491318882854,1.665427475136164,Iris-versicolor
+17,5.108947716173092,3.0540000000274166,4.8994913205600295,1.6654274751362907,Iris-versicolor
+18,5.108947716173051,3.0540000000282403,4.899491308560324,1.6654274751356537,Iris-versicolor
+19,6.179397721397536,3.054000000013702,4.911854322057398,1.6654808889115484,Iris-virginica
+20,6.189980686558797,3.054000000010723,5.041782772289277,1.6678196257047724,Iris-virginica
+21,6.179366489276225,3.0540000000375143,4.899503188882135,1.6654274761537338,Iris-versicolor
+22,6.18360535078515,3.0540000000961305,4.994482692435443,1.66766997255905,Iris-virginica
+23,6.184981825554179,3.054000000063895,5.018897463278659,1.6673560045223872,Iris-virginica
+24,6.179366529730827,3.0540000000302574,4.899744631275141,1.6654275779648045,Iris-versicolor
+25,6.179427116159855,3.054000000009366,4.915189898653493,1.6655070049349308,Iris-virginica
+26,6.179366724126379,3.054000000016164,4.90038687840297,1.6654277542495834,Iris-versicolor
+27,6.186508117713582,3.054000000195385,5.000828520753775,1.671071575141622,Iris-virginica
+28,6.179387890070569,3.054000000064798,4.911359372343439,1.665449586829927,Iris-versicolor
+29,5.10894771617342,3.054000000031361,4.899491384201838,1.6654274751400744,Iris-versicolor
+30,6.17936648874204,3.0540000001389385,4.899494499959818,1.6654274753862277,Iris-versicolor
+31,6.1793970157384885,3.0540000000877274,4.911634412673267,1.6654740478700227,Iris-versicolor
+0,6.179366488645994,3.0540000000914986,4.899492305600376,1.665427475209608,Iris-versicolor
+1,6.179366488626245,3.054000000048431,4.899491608268376,1.6654274751548586,Iris-versicolor
+2,6.179366858253758,3.0540000000300616,4.9006104459409725,1.6654279434805224,Iris-versicolor
+3,6.180062179760069,3.0540000000674614,4.941964838969231,1.6659909445742194,Iris-virginica
+4,6.194066517338497,3.0540000000115333,5.028343494097564,1.6693821573442507,Iris-virginica
+5,6.182009112273006,3.054000000146533,4.977620804090432,1.6670790728848988,Iris-virginica
+6,6.184230294294407,3.0540000000454173,4.982625848809927,1.6681444632657412,Iris-virginica
+7,6.1858108534358225,3.0540000006052743,4.981870629347743,1.678456122042615,Iris-virginica
+8,6.184079512706134,3.054000000056577,4.994357517697104,1.6674654242780511,Iris-virginica
+9,6.179687837964813,3.0540000013222417,4.928054574956458,1.6663217517683127,Iris-virginica
+10,5.108947716173051,3.054000000029934,4.899491307992597,1.6654274751357536,Iris-versicolor
+11,6.191776107406825,3.0540000000146295,5.046987520024652,1.6686954050399916,Iris-virginica
+12,5.108947716173188,3.0540000000258263,4.8994913464343925,1.6654274751370306,Iris-versicolor
+13,6.179366488626764,3.0540000000676017,4.899491626673823,1.6654274751558265,Iris-versicolor
+14,6.179366488622986,3.0540000000193848,4.899491396528713,1.6654274751406584,Iris-versicolor
+15,6.1794918637285905,3.054000000045541,4.921100584199497,1.6655641104020655,Iris-virginica
+16,6.1793664899944485,3.054000000302676,4.8995074222263595,1.6654274786345407,Iris-versicolor
+17,6.192094494895531,3.0540000000295375,5.013608231818702,1.6713184604073954,Iris-virginica
+18,6.179936093673076,3.0540000000048217,4.938162865000109,1.6657327588592146,Iris-virginica
+19,6.181923383715704,3.0540000000409915,4.971159087364701,1.6667779215638896,Iris-virginica
+20,6.179425044406721,3.054000000007341,4.914296900681918,1.6654959930965592,Iris-virginica
+21,6.179576897863401,3.0540000006707264,4.925782394251272,1.6658249435295605,Iris-virginica
+22,6.187504581035508,3.054000000134045,4.986537983052346,1.6742916333811075,Iris-virginica
+23,6.190175447562771,3.054000000003679,5.021906209489668,1.6674954700380193,Iris-virginica
+24,6.1863060405181685,3.054000000084804,5.009636633791156,1.6687247597295358,Iris-virginica
+25,5.108947716173083,3.054000000035709,4.899491318609499,1.6654274751363172,Iris-versicolor
+26,5.108947716173042,3.0540000000326626,4.899491304603962,1.6654274751355365,Iris-versicolor
+27,6.1793664887899435,3.0540000001008005,4.899495383778125,1.6654274755443466,Iris-versicolor
+28,6.1795895677758805,3.054000000288681,4.925972373196707,1.6657740743790963,Iris-virginica
+29,6.179374009709792,3.054000000014367,4.905865647746726,1.6654421400487467,Iris-versicolor
+30,5.108947716173294,3.054000000021833,4.899491358827608,1.6654274751385312,Iris-versicolor
+31,6.1836314029522645,3.054000000564504,4.976762609536265,1.6711146845591982,Iris-virginica
+0,6.18236955967064,3.05400000094115,4.961418382817464,1.671833161257751,Iris-virginica
+1,6.185536532510134,3.05400000015439,4.9962426366245865,1.6697328842507735,Iris-virginica
+2,6.191004498799895,3.054000000029606,5.039537156118661,1.6695171940140474,Iris-virginica
+3,6.183028944147611,3.05400000000277,4.976261529124194,1.6665022006760741,Iris-virginica
+4,6.1928290923861145,3.054000000016189,5.077642792807729,1.6681840712462421,Iris-virginica
+5,6.179366488626154,3.05400000002139,4.8994915871402975,1.665427475153288,Iris-versicolor
+6,6.192148752117045,3.0540000000152676,5.032111055488124,1.6694592134297936,Iris-virginica
+7,6.17936648867806,3.054000000050494,4.89949322709026,1.665427475210461,Iris-versicolor
+8,5.108947716173066,3.054000000027587,4.899491314221618,1.6654274751358709,Iris-versicolor
+9,6.184710278701841,3.054000000159159,4.993199853040306,1.6687284687528285,Iris-virginica
+10,6.190021852859151,3.054000000051059,5.015896496324007,1.6715289149037251,Iris-virginica
+11,6.1793665290850806,3.0540000000187475,4.899743641964315,1.6654275378868122,Iris-versicolor
+12,6.179366525158744,3.054000000472719,4.899656281787976,1.6654275639909013,Iris-versicolor
+13,6.18105438868077,3.054000000598871,4.957291243436733,1.6677868680694525,Iris-virginica
+14,6.179366490264272,3.05400000017065,4.899511553179204,1.6654274791342198,Iris-versicolor
+15,6.180054345347118,3.0540000000625036,4.947852382165587,1.6658282565994762,Iris-virginica
+16,6.179366488622823,3.054000000025598,4.899491389356674,1.6654274751400424,Iris-versicolor
+17,6.179415954146484,3.054000000230909,4.913907981638028,1.6655534907382579,Iris-virginica
+18,6.191743132256959,3.054000000031756,5.009419565023746,1.6715141000177902,Iris-virginica
+19,6.187631000417411,3.054000000056633,5.008063835747503,1.6691018592619031,Iris-virginica
+20,6.180138038840306,3.054000000192567,4.937357640052831,1.666720594223691,Iris-virginica
+21,6.179366488649975,3.054000000019859,4.8994925022881155,1.665427475199093,Iris-versicolor
+22,6.179366489163674,3.054000000023448,4.8995023219199,1.6654274759327583,Iris-versicolor
+23,6.185752952759338,3.05400000003685,5.03190536794786,1.667135355666748,Iris-virginica
diff --git a/iris/lct_gan/0/0/test.csv b/iris/lct_gan/0/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/0/train.csv b/iris/lct_gan/0/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/0/val.csv b/iris/lct_gan/0/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/1/synth.csv b/iris/lct_gan/0/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b70de353fdc62dabfd55cafa82e78cf4e96c1802
--- /dev/null
+++ b/iris/lct_gan/0/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173285,3.054000000034237,4.899491361849816,1.6654274751382196,Iris-versicolor
+1,6.179366488623644,3.054000000033153,4.899491452094932,1.6654274751431182,Iris-versicolor
+2,5.10894771617352,3.0540000000306926,4.899491403493356,1.6654274751386082,Iris-versicolor
+3,5.108947716173059,3.05400000003527,4.899491310217553,1.6654274751358986,Iris-versicolor
+4,5.108947716173052,3.054000000029464,4.899491308242152,1.6654274751357538,Iris-versicolor
+5,6.179458352426652,3.0540000000328145,4.918906973045502,1.6655625416018525,Iris-virginica
+6,6.1887237719807535,3.054000000029519,5.020170447281498,1.6684296025115388,Iris-virginica
+7,6.19093152233499,3.0540000000356837,5.0154431857988415,1.6706160938675223,Iris-virginica
+8,6.193597211614527,3.0540000000109147,5.063673249485763,1.6687584841293523,Iris-virginica
+9,6.1793688672089955,3.05400000000862,4.904121291774048,1.6654295873798737,Iris-versicolor
+10,6.17936648862919,3.0540000000936542,4.899491752628201,1.6654274751710096,Iris-versicolor
+11,6.17936648863195,3.054000000025182,4.899491855427214,1.6654274751673601,Iris-versicolor
+12,6.17936658700012,3.0540000001654737,4.899897804315922,1.665427863925482,Iris-versicolor
+13,5.108947716173086,3.0540000000284113,4.899491317686424,1.6654274751363873,Iris-versicolor
+14,6.179366488796076,3.0540000000530885,4.899495676491991,1.6654274755841532,Iris-versicolor
+15,6.180049054851456,3.054000000003683,4.951049687795348,1.6656147468209532,Iris-virginica
+16,6.192411382056052,3.0540000000174214,5.038472873805253,1.6695280455937689,Iris-virginica
+17,6.179367133733018,3.0540000000059684,4.901187625509609,1.665429036704736,Iris-versicolor
+18,5.108947716173166,3.054000000024009,4.89949134123748,1.665427475136511,Iris-versicolor
+19,6.182332145236518,3.054000000593161,4.970052694510854,1.6691397892198256,Iris-virginica
+20,6.179366490600751,3.054000000018174,4.899515276010798,1.6654274772441924,Iris-versicolor
+21,5.108947716173143,3.054000000031491,4.899491333657094,1.6654274751370233,Iris-versicolor
+22,6.181650122152783,3.0540000002670964,4.962411413646202,1.667867029383799,Iris-virginica
+23,6.179366521245772,3.0540000001132572,4.899659694946963,1.6654275312572795,Iris-versicolor
+24,6.179366489034816,3.0540000000448244,4.899498937305126,1.6654274758491858,Iris-versicolor
+25,6.179499143514239,3.0540000000371785,4.9199407574222125,1.6656387713316267,Iris-virginica
+26,5.108947716173053,3.0540000000281142,4.899491307771482,1.6654274751357188,Iris-versicolor
+27,6.179366656113399,3.054000000019744,4.900164093324333,1.665427607069158,Iris-versicolor
+28,6.179366488626004,3.0540000000389087,4.8994915966445705,1.6654274751456306,Iris-versicolor
+29,6.17936656629975,3.054000000057568,4.899850582043093,1.6654277646881674,Iris-versicolor
+30,5.108947716173448,3.0540000000252507,4.899491387212035,1.6654274751375615,Iris-versicolor
+31,5.108947716173048,3.0540000000341494,4.899491306680756,1.665427475135668,Iris-versicolor
+0,6.179366488832202,3.054000000146903,4.899496246208691,1.6654274756149932,Iris-versicolor
+1,6.180095758666538,3.05400000001641,4.939978161349736,1.6659981189415025,Iris-virginica
+2,6.179382600154982,3.054000000039959,4.908383695788723,1.6654618137639254,Iris-versicolor
+3,6.179366488626514,3.054000000138906,4.899491611222473,1.6654274751608504,Iris-versicolor
+4,6.179366539114325,3.0540000000359586,4.899749112926458,1.6654275693643499,Iris-versicolor
+5,6.193146743654298,3.0540000000126883,5.044392837865421,1.669488564244939,Iris-virginica
+6,6.184504599184989,3.054000000016105,5.026556753997256,1.6665020849538947,Iris-virginica
+7,5.108947716173526,3.0540000000255243,4.899491406627951,1.6654274751387361,Iris-versicolor
+8,5.108947716173132,3.0540000000320813,4.899491332928252,1.6654274751363587,Iris-versicolor
+9,6.184301249638768,3.0540000001442977,4.99093198094254,1.668393959876409,Iris-virginica
+10,6.1807792878737535,3.0540000000094856,4.967485164707813,1.6658305620452796,Iris-virginica
+11,6.17988944354074,3.0540000000086365,4.944600968806223,1.66560988429733,Iris-virginica
+12,6.18543785525609,3.054000000008269,5.028098234905992,1.6665886859271333,Iris-virginica
+13,6.193297310511586,3.054000000012167,5.050307123818858,1.6692904845788663,Iris-virginica
+14,6.180541886821171,3.0540000001291596,4.946778822901371,1.6667030158717235,Iris-virginica
+15,6.18653968316847,3.054000000386096,4.986230508570185,1.6770286368608889,Iris-virginica
+16,6.183266995057726,3.0540000000440553,4.9816619401651545,1.6673800516931967,Iris-virginica
+17,6.191419008383351,3.054000000021405,5.028711683049153,1.6693638685498646,Iris-virginica
+18,5.108947716173061,3.054000000031316,4.899491310543294,1.665427475135948,Iris-versicolor
+19,6.186932074066048,3.054000000023895,5.033721274006084,1.6674494935652175,Iris-virginica
+20,6.179530641451745,3.054000000002282,4.922554614135145,1.6656089976207378,Iris-virginica
+21,6.1793739936528995,3.054000000135288,4.906320960148451,1.6654506712394646,Iris-versicolor
+22,6.188835060497132,3.054000000050456,5.0139411264592955,1.6702263162822006,Iris-virginica
+23,6.188618910056017,3.0540000000213436,5.041550857899206,1.667583044301058,Iris-virginica
+24,6.184565210840168,3.0540000000081773,5.0183632709997,1.6664943006746502,Iris-virginica
+25,6.179366529915815,3.054000000032188,4.8997350641264905,1.6654276556458962,Iris-versicolor
+26,6.189333946111551,3.054000000077998,4.998189958335816,1.6747137389512967,Iris-virginica
+27,6.179410483291283,3.054000000010749,4.9131865243985695,1.6654686613721752,Iris-virginica
+28,6.179616635710318,3.0540000000674388,4.927779880909846,1.6656917965468743,Iris-virginica
+29,5.108947716173346,3.054000000026359,4.899491373468542,1.665427475138924,Iris-versicolor
+30,6.1798201112279845,3.0540000000170786,4.9329814644139365,1.665831168618121,Iris-virginica
+31,6.184571010668316,3.0540000001243395,4.985409540634259,1.669502959880124,Iris-virginica
+0,6.1831392973989985,3.0540000000079335,5.002210845831693,1.6662735855973763,Iris-virginica
+1,6.179366601093391,3.0540000000064396,4.899999838854226,1.6654277218140876,Iris-versicolor
+2,6.192645938010221,3.054000000016548,5.057735112982692,1.6686989970156527,Iris-virginica
+3,6.1793664886269495,3.0540000000835903,4.899491650474367,1.6654274751603368,Iris-versicolor
+4,6.1896112265600784,3.0540000000042653,5.044464977335945,1.6672186899099215,Iris-virginica
+5,6.181620977998912,3.0540000007759907,4.958643489557194,1.6692758801339693,Iris-virginica
+6,6.189324387096798,3.0540000000029295,5.070087096269845,1.6665900690875595,Iris-virginica
+7,6.180184433456712,3.0540000000652747,4.941323294203233,1.6662504593610021,Iris-virginica
+8,6.188696682411994,3.0540000000307934,5.033633863680236,1.6684799656196188,Iris-virginica
+9,6.179371300740933,3.054000000189288,4.9044134825032035,1.6654537175875996,Iris-versicolor
+10,6.179368202478377,3.0540000000150305,4.9027582164863075,1.6654332361506472,Iris-versicolor
+11,6.179366498001318,3.054000001505693,4.899552514135885,1.6654275157921523,Iris-versicolor
+12,5.108947716173038,3.0540000000262446,4.8994913035703345,1.665427475135397,Iris-versicolor
+13,6.183098360470379,3.0540000000572958,4.9854148810562275,1.6672156770549458,Iris-virginica
+14,6.179366488627896,3.0540000000265715,4.899491706175057,1.6654274751591391,Iris-versicolor
+15,6.179366503929011,3.0540000000846863,4.8995908201227705,1.66542752825236,Iris-versicolor
+16,6.179366490162673,3.054000000037472,4.89951179206876,1.6654274764040111,Iris-versicolor
+17,6.188772397394144,3.0540000000830005,5.01522329048491,1.6709749162287006,Iris-virginica
+18,6.184162350064094,3.054000000031501,4.982122360830576,1.6678539110767743,Iris-virginica
+19,6.1846313068502115,3.054000000011999,5.021334321585854,1.666579470975096,Iris-virginica
+20,6.179373472190596,3.054000000531835,4.906060375384118,1.665447638867523,Iris-versicolor
+21,6.181066438191508,3.0540000003492067,4.953770592141022,1.6677584819796467,Iris-virginica
+22,5.108947716173043,3.0540000000269636,4.899491305564475,1.6654274751355238,Iris-versicolor
+23,6.183459464435889,3.0540000003246037,4.984136250213766,1.6692295247857332,Iris-virginica
+24,6.182234258234332,3.054000000056696,4.968738106494717,1.667280374827406,Iris-virginica
+25,6.190629921510804,3.054000000029908,5.030740855794511,1.6697778109653745,Iris-virginica
+26,6.186071572408492,3.0540000001666487,4.9995111061911155,1.6702947149213245,Iris-virginica
+27,6.179366488635714,3.0540000000546375,4.899492025764247,1.6654274751629015,Iris-versicolor
+28,5.108947716173044,3.0540000000276297,4.899491306351085,1.6654274751355191,Iris-versicolor
+29,6.191876148342063,3.0540000000202494,5.041596995643097,1.6696407799996953,Iris-virginica
+30,5.108947716173144,3.0540000000292533,4.899491331392264,1.6654274751370803,Iris-versicolor
+31,6.179436089375799,3.0540000001283576,4.918811559903477,1.665491775456446,Iris-virginica
+0,6.181638101226365,3.054000000044881,4.961637477693443,1.667009022732242,Iris-virginica
+1,6.179405546545639,3.0540000000291605,4.913492477735948,1.6654666528053776,Iris-virginica
+2,6.189671973119301,3.054000000038982,5.010561327229647,1.6699787181270203,Iris-virginica
+3,5.108947716173437,3.054000000045511,4.899491388019488,1.6654274751391942,Iris-versicolor
+4,6.179366514615738,3.0540000000145637,4.899673199345061,1.6654275692013067,Iris-versicolor
+5,6.179389082723795,3.054000000375534,4.909141720692132,1.665520195453615,Iris-versicolor
+6,6.1923444571007416,3.054000000017196,5.029070404320578,1.6700320066102257,Iris-virginica
+7,6.182002220663288,3.0540000000433523,4.98356485007683,1.6664257721412035,Iris-virginica
+8,6.190371310108815,3.054000000018476,5.028087253897824,1.6686196550347272,Iris-virginica
+9,6.18519851700583,3.0540000000330996,5.003943987856251,1.667664180128699,Iris-virginica
+10,6.179366488755558,3.0540000000342267,4.899495165917911,1.6654274753177936,Iris-versicolor
+11,5.108947716173049,3.054000000031105,4.8994913070275015,1.6654274751357065,Iris-versicolor
+12,6.179366558248831,3.0540000000095606,4.899868434657685,1.6654276922107105,Iris-versicolor
+13,6.188999345039073,3.0540000000664866,5.019371985409582,1.6703932490433395,Iris-virginica
+14,6.192314287397259,3.0540000000166203,5.028287613522962,1.67017432307174,Iris-virginica
+15,6.185457304445396,3.0540000004086894,4.988072410101622,1.6728755666648443,Iris-virginica
+16,6.179366488623,3.054000000033494,4.8994914062667645,1.6654274751411464,Iris-versicolor
+17,6.190096168604002,3.0540000000424468,5.008471621364086,1.6719306831420604,Iris-virginica
+18,6.179366488809641,3.0540000001546117,4.899495619906618,1.6654274754927458,Iris-versicolor
+19,6.186207457383226,3.0540000000945127,5.018836629994222,1.668427369838163,Iris-virginica
+20,6.179366488673343,3.054000000099653,4.899493102931179,1.6654274752642544,Iris-versicolor
+21,6.179366488956089,3.054000000042237,4.899498304601159,1.6654274754351621,Iris-versicolor
+22,6.179366594462056,3.0540000002484944,4.8998570445389555,1.6654276165814463,Iris-versicolor
+23,6.179415937593941,3.0540000000091068,4.915946070199101,1.6654577204455003,Iris-virginica
diff --git a/iris/lct_gan/0/1/test.csv b/iris/lct_gan/0/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/1/train.csv b/iris/lct_gan/0/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/1/val.csv b/iris/lct_gan/0/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/10/synth.csv b/iris/lct_gan/0/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2c170e6b0f0f4b3d7b6d843374f6bbfe8e2dd92
--- /dev/null
+++ b/iris/lct_gan/0/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488637842,3.0540000000166665,4.899492104645088,1.6654274751849003,Iris-versicolor
+1,6.192146689862969,3.0540000000174756,5.027406468911858,1.6703461326815827,Iris-virginica
+2,6.179366510314138,3.0540000000239576,4.89962936471677,1.6654275182180576,Iris-versicolor
+3,6.1867177641762385,3.054000000106908,5.010586841189403,1.6693812409469402,Iris-virginica
+4,5.108947716173168,3.0540000000294456,4.899491337280136,1.6654274751377196,Iris-versicolor
+5,5.108947716173042,3.0540000000299394,4.899491304885984,1.6654274751355387,Iris-versicolor
+6,6.17936648881959,3.0540000000209906,4.8994967729911325,1.6654274753656295,Iris-versicolor
+7,6.179430625930843,3.0540000008188093,4.912131659737953,1.6658564752489746,Iris-virginica
+8,6.179367055592003,3.054000000031802,4.901063991067154,1.6654283161149208,Iris-versicolor
+9,6.189538378376022,3.054000000025208,5.062134207411415,1.6676133278267724,Iris-virginica
+10,6.179395229757742,3.0540000000619187,4.910873415831287,1.665485093125085,Iris-versicolor
+11,6.1800863572577045,3.054000000925152,4.937849987561765,1.6670214658742704,Iris-virginica
+12,5.108947716173085,3.054000000028449,4.899491317970468,1.6654274751364193,Iris-versicolor
+13,6.179366488635358,3.0540000001209693,4.8994919698440444,1.6654274751894973,Iris-versicolor
+14,6.185581582094871,3.054000000256253,4.990494310224568,1.6711351727886954,Iris-virginica
+15,6.179366488623637,3.054000000034404,4.89949145292902,1.6654274751419986,Iris-versicolor
+16,6.181036342737539,3.0540000007123713,4.9540007868401785,1.6681921858689766,Iris-virginica
+17,5.108947716173064,3.0540000000335565,4.899491312545616,1.6654274751359819,Iris-versicolor
+18,5.108947716173548,3.054000000036586,4.89949140515633,1.6654274751403075,Iris-versicolor
+19,5.108947716173047,3.054000000029214,4.899491306497693,1.6654274751356142,Iris-versicolor
+20,6.18172676316231,3.054000000047978,4.968538922512822,1.6667180226423646,Iris-virginica
+21,6.187519865977486,3.054000000020049,5.008496409926946,1.668091252270515,Iris-virginica
+22,6.183504998559701,3.054000000008143,4.981948865904238,1.666874730966623,Iris-virginica
+23,5.108947716173058,3.054000000029544,4.899491309925246,1.6654274751358595,Iris-versicolor
+24,6.193432437653262,3.0540000000106997,5.050840665741981,1.6690505165426353,Iris-virginica
+25,5.108947716173736,3.0540000000490104,4.899491424699393,1.6654274751423077,Iris-versicolor
+26,6.17936648884159,3.0540000001524543,4.899496313599002,1.6654274755204228,Iris-versicolor
+27,6.191932635140499,3.0540000000166008,5.038326368646147,1.6696547188636353,Iris-virginica
+28,5.108947716173069,3.054000000031272,4.899491313056996,1.6654274751361193,Iris-versicolor
+29,6.179366488624188,3.0540000000764715,4.899491496015043,1.6654274751476617,Iris-versicolor
+30,6.191437086222499,3.0540000000203347,5.016959340350469,1.6712494451270907,Iris-virginica
+31,6.184623035524194,3.0540000003551873,4.975391690699177,1.6729485375025646,Iris-virginica
+0,6.1793667754931265,3.054000000046171,4.900366045031504,1.6654278184380849,Iris-versicolor
+1,6.179367122090341,3.054000000543422,4.900906124027426,1.6654314650847444,Iris-versicolor
+2,6.1796457094055866,3.0540000000418175,4.9273180626047175,1.6658204892452375,Iris-virginica
+3,6.192777370105716,3.054000000014799,5.019807386135547,1.6708832915874297,Iris-virginica
+4,6.180013976924012,3.054000000634599,4.940141538240073,1.66646830692424,Iris-virginica
+5,6.179366488630946,3.054000000088935,4.899491838008597,1.6654274751658587,Iris-versicolor
+6,5.108947716173134,3.0540000000305842,4.8994913313185045,1.6654274751371618,Iris-versicolor
+7,6.192932941310454,3.0540000000016843,5.029645756619907,1.6675259014026411,Iris-virginica
+8,5.108947716173362,3.054000000029775,4.899491373011994,1.6654274751396618,Iris-versicolor
+9,6.189865613757386,3.0540000000252876,5.058051773741049,1.6678967845638455,Iris-virginica
+10,6.179366490308926,3.0540000000835406,4.899512338253832,1.6654274788911159,Iris-versicolor
+11,6.17937366004072,3.054000000024925,4.906710313805137,1.6654358814311823,Iris-versicolor
+12,6.182747846995251,3.054000000501922,4.993020730034611,1.667731515347268,Iris-virginica
+13,6.192356582429645,3.0540000000114165,5.021850991777746,1.6706760263331857,Iris-virginica
+14,5.1089477161731365,3.0540000000382275,4.899491332731484,1.665427475136817,Iris-versicolor
+15,5.108947716173043,3.054000000030134,4.899491305189798,1.665427475135543,Iris-versicolor
+16,6.179366488625643,3.0540000000383687,4.899491585231069,1.6654274751522469,Iris-versicolor
+17,6.186946600477791,3.0540000000278718,5.018026499237771,1.6677451640391179,Iris-virginica
+18,6.1793664897373395,3.054000000028631,4.8995090196183035,1.6654274762221726,Iris-versicolor
+19,6.179512168922404,3.054000002402381,4.9188717131283255,1.6661141239518928,Iris-virginica
+20,6.17936648864356,3.054000000059774,4.899492239489355,1.665427475187234,Iris-versicolor
+21,5.108947716173052,3.0540000000326986,4.899491309217976,1.6654274751356641,Iris-versicolor
+22,5.108947716173037,3.0540000000276266,4.899491302455695,1.6654274751353935,Iris-versicolor
+23,5.108947716173401,3.0540000000290353,4.899491385528021,1.6654274751394489,Iris-versicolor
+24,6.19197054631432,3.0540000000214556,5.024606987198216,1.6701767076623382,Iris-virginica
+25,6.1793690639799745,3.0540000000157597,4.903972134773384,1.6654293083140221,Iris-versicolor
+26,6.1793670994701655,3.0540000000798364,4.901115050058354,1.665430451096231,Iris-versicolor
+27,6.179379388463217,3.0540000000066763,4.907654467109685,1.6654552224172166,Iris-versicolor
+28,6.186735395123953,3.0540000000222864,5.018049674417882,1.667750526615101,Iris-virginica
+29,6.179366488624105,3.0540000000567593,4.899491475684254,1.6654274751457383,Iris-versicolor
+30,6.192394542405963,3.0540000000039895,5.031547922374423,1.6677284396862462,Iris-virginica
+31,6.179366535470095,3.0540000004864702,4.899679251875404,1.6654275738667503,Iris-versicolor
+0,6.1919341340743275,3.0540000000190575,5.042639691145458,1.6696669578860135,Iris-virginica
+1,6.184216626458017,3.0540000000093324,5.015231920206592,1.6664727717612025,Iris-virginica
+2,6.184540681310951,3.054000000008194,4.995410206167035,1.6668976260135333,Iris-virginica
+3,6.179366488948681,3.0540000000124876,4.899497965281286,1.6654274757263698,Iris-versicolor
+4,6.191642105511287,3.054000000025061,5.070078604123436,1.668325546963184,Iris-virginica
+5,6.191646571636917,3.054000000023616,5.020225439870246,1.6708177828420936,Iris-virginica
+6,6.179686038459892,3.054000000147944,4.934135355130854,1.6656930273057786,Iris-virginica
+7,6.179366533499216,3.0540000000228233,4.899722434486794,1.6654275354896013,Iris-versicolor
+8,6.179366490057326,3.0540000000855994,4.8995108509227165,1.6654274786596688,Iris-versicolor
+9,6.184684245358546,3.0540000000328282,4.999459709319736,1.6673550661021777,Iris-virginica
+10,6.182966748851414,3.0540000001311682,4.988106334913306,1.6674496234595404,Iris-virginica
+11,6.189980736058472,3.0540000000335987,5.051335699095452,1.6685204620609744,Iris-virginica
+12,5.108947716173041,3.054000000030489,4.899491304586095,1.665427475135536,Iris-versicolor
+13,6.179366488623231,3.054000000026662,4.899491424740901,1.665427475140876,Iris-versicolor
+14,6.179366488623746,3.05400000003047,4.899491452386774,1.665427475145483,Iris-versicolor
+15,6.179366717679201,3.054000000010637,4.900280766194148,1.665427836385059,Iris-versicolor
+16,6.18149241496734,3.0540000000123406,4.963700819133924,1.6663275318617619,Iris-virginica
+17,6.1793664887007695,3.0540000000122998,4.899493711707526,1.665427475303368,Iris-versicolor
+18,6.181320179104324,3.0540000000928957,4.96068541928243,1.666873241566099,Iris-virginica
+19,6.179366488627065,3.0540000001143612,4.899491639751227,1.6654274751570401,Iris-versicolor
+20,6.179367991785615,3.0540000000057725,4.902405157101801,1.6654310360579874,Iris-versicolor
+21,6.179366514499437,3.054000000733363,4.89962355256453,1.6654275714706162,Iris-versicolor
+22,6.194982027078838,3.0540000000085787,5.028934855155955,1.6695386280047209,Iris-virginica
+23,6.179387848129562,3.0540000000089442,4.911981726140505,1.6654392479158686,Iris-virginica
+24,6.179367469241459,3.0540000000873593,4.901626952016345,1.6654291669082182,Iris-versicolor
+25,6.18403828017382,3.0540000000407885,4.989064584211613,1.6674521591516975,Iris-virginica
+26,6.179374291443446,3.0540000000228344,4.907141860078419,1.6654360202221254,Iris-versicolor
+27,6.188233808159915,3.054000000077609,5.016173560417371,1.670000295266539,Iris-virginica
+28,6.191949366030737,3.0540000000196126,5.04240456249673,1.6697062255311537,Iris-virginica
+29,6.179366488623895,3.05400000004265,4.89949146945229,1.6654274751459575,Iris-versicolor
+30,6.179366488623876,3.054000000022608,4.899491468931656,1.665427475143064,Iris-versicolor
+31,6.179366488624716,3.0540000000430676,4.8994915260587035,1.665427475148254,Iris-versicolor
+0,6.191870002016188,3.054000000021248,5.072244576717718,1.668250810826951,Iris-virginica
+1,6.182701738396334,3.05400000001067,4.9987347564176545,1.6662199465320444,Iris-virginica
+2,6.179366524735627,3.054000000094356,4.899668963372599,1.665427537347059,Iris-versicolor
+3,5.1089477161730965,3.0540000000344283,4.899491323158539,1.6654274751364824,Iris-versicolor
+4,6.187601479787135,3.0540000001579855,5.0017059946064535,1.6721883106887212,Iris-virginica
+5,5.108947716173082,3.0540000000254865,4.8994913198671375,1.6654274751357219,Iris-versicolor
+6,6.179545211077663,3.054000000121011,4.920669831329068,1.6658604062855233,Iris-virginica
+7,5.108947716173159,3.0540000000238385,4.899491337074233,1.6654274751374083,Iris-versicolor
+8,6.18033601741032,3.0540000000016465,4.945061605214685,1.6660148411532592,Iris-virginica
+9,6.19088427175765,3.0540000000297574,5.042661002805959,1.669296871627499,Iris-virginica
+10,6.179366727621144,3.0540000005962358,4.900149592177257,1.665428597793343,Iris-versicolor
+11,6.182237153268156,3.0540000001913135,4.986353682213642,1.6669690931766281,Iris-virginica
+12,6.1827640828887365,3.054000000148351,4.985358018694449,1.6674002701421773,Iris-virginica
+13,5.108947716173166,3.054000000031404,4.899491337667519,1.665427475137656,Iris-versicolor
+14,6.179366489090142,3.05400000019278,4.899499448796379,1.6654274762084522,Iris-versicolor
+15,6.184189611138771,3.0540000000635636,5.011589227136717,1.667145840605979,Iris-virginica
+16,6.179367959064181,3.05400000002476,4.902496917268567,1.6654287817842797,Iris-versicolor
+17,6.190865227629066,3.0540000000368117,5.040597498776519,1.669696038308895,Iris-virginica
+18,6.17936648864219,3.0540000001060332,4.899492229859319,1.6654274751900298,Iris-versicolor
+19,6.183641727120449,3.054000000005104,4.985887677242814,1.6665677145193034,Iris-virginica
+20,6.191754811391606,3.0540000000217264,5.0227229438592325,1.6706649598262804,Iris-virginica
+21,5.108947716173036,3.0540000000278833,4.8994913022611595,1.6654274751353764,Iris-versicolor
+22,6.179366488792901,3.054000000042937,4.899495479235169,1.6654274754580587,Iris-versicolor
+23,6.179416698858423,3.054000000050845,4.913335735725833,1.6655483908184856,Iris-virginica
diff --git a/iris/lct_gan/0/10/test.csv b/iris/lct_gan/0/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/10/train.csv b/iris/lct_gan/0/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/10/val.csv b/iris/lct_gan/0/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/11/synth.csv b/iris/lct_gan/0/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d07c8aa94252148c0b4aff815e5ee712df0aa09c
--- /dev/null
+++ b/iris/lct_gan/0/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17941925488919,3.054000000007969,4.915181398690307,1.6654654764091334,Iris-virginica
+1,5.1089477161730485,3.0540000000298413,4.899491307519305,1.6654274751356029,Iris-versicolor
+2,6.194322434842666,3.054000000006425,5.077629122828311,1.6678722738925718,Iris-virginica
+3,6.190883173004295,3.0540000000248586,5.032155217150819,1.669393590899478,Iris-virginica
+4,5.108947716173039,3.0540000000272802,4.899491303501612,1.6654274751354494,Iris-versicolor
+5,6.184240275102168,3.054000000079649,5.014961647328986,1.6671795666371212,Iris-virginica
+6,6.188336489310227,3.054000000133046,4.996975143659851,1.6734678643852707,Iris-virginica
+7,6.1793725704780025,3.0540000000183496,4.906594427742771,1.6654335861365588,Iris-versicolor
+8,5.108947716173093,3.0540000000325436,4.899491320579687,1.6654274751364258,Iris-versicolor
+9,5.108947716173058,3.054000000027125,4.899491310235495,1.665427475135897,Iris-versicolor
+10,6.180217095050537,3.0540000002308862,4.946975840072713,1.6663135595556413,Iris-virginica
+11,6.179366489448675,3.0540000000439664,4.899504644207976,1.6654274767500072,Iris-versicolor
+12,6.189494156342194,3.054000000061034,5.019194725923496,1.6708094691976025,Iris-virginica
+13,6.1895971031175225,3.054000000064768,5.022729685047619,1.670805753037259,Iris-virginica
+14,6.182746407321597,3.0540000000573797,4.980014301172886,1.667157254993127,Iris-virginica
+15,6.1793664887224695,3.0540000001913534,4.899493957852792,1.6654274753415677,Iris-versicolor
+16,6.180623689304759,3.0540000027724905,4.941395017821226,1.6708063382754168,Iris-virginica
+17,6.179869958838903,3.054000000007055,4.935787637288593,1.665813780086213,Iris-virginica
+18,6.183597898992487,3.0540000008153556,4.982380439536239,1.6708698996254894,Iris-virginica
+19,6.17936648877651,3.054000000021401,4.899495559635757,1.6654274753487142,Iris-versicolor
+20,6.191659698114182,3.0540000000220786,5.042328570918556,1.669748470346016,Iris-virginica
+21,5.108947716173594,3.0540000000320795,4.899491410440097,1.6654274751382752,Iris-versicolor
+22,6.179452531683149,3.054000000886911,4.917714009387643,1.6656396975423817,Iris-virginica
+23,6.179366497248576,3.0540000000111345,4.899572174453414,1.6654274979444554,Iris-versicolor
+24,6.17936655777159,3.0540000000076595,4.89984935454042,1.665427640903737,Iris-versicolor
+25,6.192292343006013,3.0540000000200584,5.06160355456903,1.6687877980357495,Iris-virginica
+26,5.108947716173125,3.054000000041341,4.899491331862405,1.6654274751369171,Iris-versicolor
+27,6.179366489322784,3.0540000000274348,4.899503968908682,1.6654274762781414,Iris-versicolor
+28,6.1793670168915735,3.05400000004333,4.900857589659742,1.6654286982796913,Iris-versicolor
+29,6.185961828142546,3.0540000000563334,5.003786858134002,1.6683302977919636,Iris-virginica
+30,6.1793664886283795,3.05400000002149,4.899491711164598,1.6654274751605118,Iris-versicolor
+31,5.108947716173146,3.0540000000254834,4.899491335779603,1.665427475136229,Iris-versicolor
+0,5.108947716173095,3.054000000029007,4.899491323401773,1.6654274751360234,Iris-versicolor
+1,6.1793665526938435,3.0540000001183776,4.8997785891127075,1.6654277423136428,Iris-versicolor
+2,5.108947716173044,3.0540000000267855,4.89949130608427,1.6654274751355629,Iris-versicolor
+3,5.108947716173197,3.054000000052311,4.899491344342489,1.6654274751377722,Iris-versicolor
+4,6.180680703780191,3.0540000000051526,4.956225010055814,1.665830920758546,Iris-virginica
+5,6.179366501986093,3.0540000000241125,4.899590941783575,1.6654274897227876,Iris-versicolor
+6,6.179366499688838,3.054000000585793,4.899562129040156,1.6654275088266732,Iris-versicolor
+7,6.1952837715218,3.0540000000052006,5.0766117912035895,1.6680368720224676,Iris-virginica
+8,6.17936657440144,3.0540000001064973,4.899853199832816,1.6654278044323199,Iris-versicolor
+9,6.179415248939513,3.0540000000167002,4.9147723999099515,1.6654720867550539,Iris-virginica
+10,6.17937860348241,3.054000000004966,4.908931207855496,1.6654354314624387,Iris-versicolor
+11,5.108947716173108,3.054000000025866,4.899491325642748,1.6654274751365208,Iris-versicolor
+12,6.179373422444457,3.054000000025419,4.90641106257226,1.6654432951549136,Iris-versicolor
+13,6.179398751228258,3.0540000000178846,4.912015499306718,1.6654829209828206,Iris-virginica
+14,6.1877020812539065,3.0540000000082537,5.005532750885015,1.667792357073191,Iris-virginica
+15,6.182691637673867,3.0540000000085312,4.993483308130452,1.6662522974574319,Iris-virginica
+16,5.10894771617309,3.05400000002536,4.89949132127894,1.6654274751355715,Iris-versicolor
+17,6.1893332921580955,3.054000000009858,5.02034354198886,1.6677823333913513,Iris-virginica
+18,6.179452344310973,3.0540000008791663,4.917402699994741,1.6656478119484557,Iris-virginica
+19,6.18878265498178,3.05400000008355,4.998640561129469,1.6728771572075727,Iris-virginica
+20,6.179366492713622,3.054000000025094,4.89953697654221,1.665427478230714,Iris-versicolor
+21,6.1793666285169655,3.054000000449591,4.899958689972763,1.6654282775362643,Iris-versicolor
+22,6.189837354323062,3.05400000004898,5.017632195997961,1.6712327921447259,Iris-virginica
+23,6.179838804240034,3.054000000009302,4.936434760106577,1.6657089247803476,Iris-virginica
+24,6.19140105464198,3.0540000000239083,5.060728275667301,1.6684966987408671,Iris-virginica
+25,6.190247194901937,3.0540000000552974,5.004162807581683,1.6732965890346523,Iris-virginica
+26,6.179366671526804,3.0540000000116043,4.900207589974734,1.6654278574403543,Iris-versicolor
+27,6.190910961843115,3.054000000020324,5.03056229559675,1.6692698992854798,Iris-virginica
+28,6.179366488674851,3.0540000000329224,4.899493277097021,1.6654274752165747,Iris-versicolor
+29,5.108947716173416,3.0540000000439296,4.8994913853437,1.6654274751386997,Iris-versicolor
+30,6.179366488624147,3.0540000000287515,4.899491477047801,1.665427475145678,Iris-versicolor
+31,5.108947716173724,3.054000000074613,4.899491421758262,1.6654274751423919,Iris-versicolor
+0,5.108947716173087,3.0540000000352894,4.8994913207017845,1.665427475136033,Iris-versicolor
+1,6.186074971153801,3.0540000001042746,5.009306615724456,1.6686972939114393,Iris-virginica
+2,6.179855378482972,3.054000000003151,4.934855383463498,1.665809402423227,Iris-virginica
+3,6.179533478238482,3.0540000000101113,4.924541823295468,1.6655459654574853,Iris-virginica
+4,6.189316690245884,3.054000000058399,5.027696502601431,1.6699346348078965,Iris-virginica
+5,6.179366488624246,3.054000000021773,4.899491494071129,1.6654274751396494,Iris-versicolor
+6,6.189575434111793,3.054000000102208,4.995719168963515,1.6752521441901123,Iris-virginica
+7,6.179366568883436,3.054000000033349,4.899859546738091,1.665427670471369,Iris-versicolor
+8,6.1796624755687,3.054000003333442,4.924431034553309,1.666991549192962,Iris-virginica
+9,6.191383264040384,3.0540000000123166,5.023737836649565,1.668533760221677,Iris-virginica
+10,6.179367410775398,3.0540000000626364,4.90158442034705,1.6654284511055437,Iris-versicolor
+11,6.195293801132058,3.054000000007178,5.078043887263297,1.6683520274604517,Iris-virginica
+12,6.187938791489718,3.0540000000295273,5.043670104927974,1.6676525477556308,Iris-virginica
+13,5.108947716173036,3.054000000027568,4.899491302280924,1.6654274751353828,Iris-versicolor
+14,6.179876489397292,3.0540000000407166,4.939706647167961,1.665747543463663,Iris-virginica
+15,5.108947716173123,3.054000000027402,4.8994913290402655,1.6654274751368252,Iris-versicolor
+16,6.188266324566312,3.0540000001344767,4.999884272866226,1.6737832747179229,Iris-virginica
+17,6.189957758448652,3.054000000048111,5.057933821704552,1.66843252523576,Iris-virginica
+18,6.179494397286243,3.0540000001397387,4.918513015307231,1.6657747051924208,Iris-virginica
+19,6.185049263632883,3.0540000000037324,4.99845876791279,1.6668916913519574,Iris-virginica
+20,6.191976489064066,3.0540000000170906,5.020914917112109,1.6707551317718594,Iris-virginica
+21,6.189391418720422,3.0540000000851104,4.996638928452436,1.67514630539866,Iris-virginica
+22,6.1876851272665405,3.0540000000183953,5.02992667282092,1.6677365634851886,Iris-virginica
+23,6.179366488624645,3.0540000000217082,4.899491516203,1.6654274751478808,Iris-versicolor
+24,6.189481041716964,3.054000000068654,5.006873622031753,1.6725821669965621,Iris-virginica
+25,6.179366489642323,3.0540000000436143,4.899507358353216,1.6654274769560309,Iris-versicolor
+26,6.190572409162757,3.0540000000369467,5.021077581112393,1.670273284193303,Iris-virginica
+27,6.189950474327425,3.054000000045424,5.03608369158364,1.6695115598223063,Iris-virginica
+28,5.108947716173057,3.054000000036376,4.8994913100228334,1.6654274751358613,Iris-versicolor
+29,6.1793665172091075,3.0540000000858774,4.899651507178517,1.665427581481405,Iris-versicolor
+30,5.108947716173161,3.0540000000418956,4.899491340600981,1.6654274751369775,Iris-versicolor
+31,6.1793664886227955,3.054000000025972,4.899491391068491,1.6654274751400013,Iris-versicolor
+0,5.108947716173057,3.0540000000283785,4.899491309188576,1.6654274751358855,Iris-versicolor
+1,6.181892398313348,3.0540000000392102,4.970718846490489,1.6667621000479318,Iris-virginica
+2,6.179578623445611,3.0540000000031458,4.924836956650282,1.6656119571644936,Iris-virginica
+3,5.1089477161730406,3.0540000000261824,4.899491305188172,1.6654274751354026,Iris-versicolor
+4,6.1814069760877155,3.0540000000519725,4.959661321455636,1.6668372442195492,Iris-virginica
+5,6.180105229444634,3.0540000001213796,4.941633038677401,1.6661925862913194,Iris-virginica
+6,6.19069636611011,3.0540000000358147,5.022306053260934,1.6706160371789482,Iris-virginica
+7,6.179366498392819,3.054000000017833,4.899578144498441,1.665427503731406,Iris-versicolor
+8,6.179662616442336,3.0540000000258916,4.925762130038874,1.6658610110486125,Iris-virginica
+9,6.179366498424421,3.0540000001413348,4.899564784173311,1.6654275110479377,Iris-versicolor
+10,6.1811847066849825,3.0540000000867193,4.957354059055787,1.6668849798733913,Iris-virginica
+11,6.17936648864242,3.054000000033945,4.89949226911763,1.6654274751661926,Iris-versicolor
+12,6.1875508695064845,3.0540000001199292,5.007772613907843,1.6705126930925904,Iris-virginica
+13,6.183053491106291,3.0540000005919663,4.979045664941453,1.6696483534300706,Iris-virginica
+14,6.179429547406558,3.0540000000134833,4.916446418960855,1.6654796345079774,Iris-virginica
+15,6.189570700966788,3.05400000000886,5.011408740885133,1.6683298848626016,Iris-virginica
+16,6.193236074533038,3.0540000000078686,5.034848978520434,1.6686419393540128,Iris-virginica
+17,5.1089477161731685,3.054000000024396,4.899491337953381,1.6654274751375608,Iris-versicolor
+18,6.179366488628671,3.0540000000591094,4.899491741577509,1.6654274751653861,Iris-versicolor
+19,6.1835519517904,3.0540000004001246,4.973226412234683,1.670755764726299,Iris-virginica
+20,6.17936648896066,3.054000000099839,4.899497662140343,1.6654274755503067,Iris-versicolor
+21,6.182666685305875,3.0540000005163477,4.975060178064737,1.6691599683130696,Iris-virginica
+22,5.108947716173047,3.0540000000267153,4.899491307031275,1.665427475135532,Iris-versicolor
+23,6.179366488762073,3.054000000019207,4.89949539851397,1.6654274752591984,Iris-versicolor
diff --git a/iris/lct_gan/0/11/test.csv b/iris/lct_gan/0/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/11/train.csv b/iris/lct_gan/0/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/11/val.csv b/iris/lct_gan/0/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/12/synth.csv b/iris/lct_gan/0/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac199bb2f2f55496651593390ce9eecf5d399146
--- /dev/null
+++ b/iris/lct_gan/0/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.189225426091095,3.0540000000663863,5.0136568083969815,1.6716716865051588,Iris-virginica
+1,5.108947716173057,3.054000000028287,4.899491310009982,1.6654274751359157,Iris-versicolor
+2,6.1793667575825655,3.0540000000259373,4.900327438947562,1.6654279732167236,Iris-versicolor
+3,6.185935840115856,3.054000000136474,5.003029393693496,1.6692618560332524,Iris-virginica
+4,6.179366488626036,3.0540000000420395,4.899491591690263,1.665427475146517,Iris-versicolor
+5,5.108947716173194,3.054000000034495,4.8994913438074175,1.6654274751373324,Iris-versicolor
+6,6.179366491346329,3.0540000000209653,4.8995220798479036,1.6654274793359969,Iris-versicolor
+7,6.183578197773144,3.054000000006788,5.005611418927594,1.6663468737789582,Iris-virginica
+8,6.1793665117871335,3.0540000002452508,4.899618144527442,1.6654275436994561,Iris-versicolor
+9,5.1089477161730485,3.05400000002951,4.8994913067204875,1.6654274751356597,Iris-versicolor
+10,6.183251332593577,3.0540000002575014,4.976670402836119,1.6693750651550086,Iris-virginica
+11,6.193094470602865,3.0540000000102157,5.035283291151056,1.6698849898910333,Iris-virginica
+12,5.108947716173051,3.05400000003446,4.899491307514787,1.6654274751357256,Iris-versicolor
+13,6.194085907267628,3.054000000007297,5.0352180679647205,1.6687336239465098,Iris-virginica
+14,6.1872997862382055,3.054000000038047,5.004154052791571,1.6686891383016422,Iris-virginica
+15,6.18874202550889,3.0540000000369263,5.022957897412158,1.6689948597820907,Iris-virginica
+16,6.186776652754693,3.054000000054146,5.0044196293496235,1.6691225958607647,Iris-virginica
+17,6.192942487078816,3.0540000000126,5.085201290878448,1.6677704720209132,Iris-virginica
+18,6.1872727127045515,3.054000000084077,5.016565049617502,1.669142377726158,Iris-virginica
+19,6.1883683538547025,3.0540000000356122,5.034455025472229,1.6682939681647246,Iris-virginica
+20,6.179368201938983,3.0540000007002046,4.902228897576898,1.6654381843973387,Iris-versicolor
+21,6.190684994431193,3.054000000032168,5.063192336358059,1.6682776987478563,Iris-virginica
+22,5.108947716173036,3.054000000027962,4.8994913019715955,1.6654274751353848,Iris-versicolor
+23,6.187653853232275,3.054000000064831,5.0221648009758955,1.6690032080922566,Iris-virginica
+24,6.180823911482412,3.0540000010793884,4.955270387741981,1.6676600873359941,Iris-virginica
+25,5.108947716173036,3.0540000000270937,4.899491302420787,1.665427475135361,Iris-versicolor
+26,6.179366509280755,3.0540000000895056,4.899617293585782,1.6654275068531375,Iris-versicolor
+27,6.185896006123663,3.054000000156305,4.991838864636574,1.6703697404139846,Iris-virginica
+28,6.186600200355959,3.0540000000264964,5.026524698958602,1.6675879672347176,Iris-virginica
+29,6.179391935913292,3.0540000000106975,4.909834593541874,1.6654810956120072,Iris-virginica
+30,6.179366488624094,3.0540000000326826,4.899491495119315,1.665427475141918,Iris-versicolor
+31,6.181916986579855,3.0540000000099714,4.967653025301371,1.6664225517000102,Iris-virginica
+0,6.179366497727203,3.054000000044176,4.899564219716524,1.6654274876550115,Iris-versicolor
+1,6.180616842053024,3.0540000000558924,4.956721994476796,1.6661438461485694,Iris-virginica
+2,5.108947716173056,3.054000000028191,4.8994913097963355,1.6654274751358331,Iris-versicolor
+3,6.185446650860359,3.0540000000079646,4.99982758560025,1.6671255857580398,Iris-virginica
+4,6.179366488623484,3.054000000025445,4.899491440348358,1.6654274751443015,Iris-versicolor
+5,6.179366488863712,3.0540000002598364,4.899496211109149,1.665427475613731,Iris-versicolor
+6,6.179367057704134,3.054000000565779,4.900657175121745,1.6654296675145754,Iris-versicolor
+7,6.182353858861672,3.054000000044753,4.996154500901843,1.6664097778066609,Iris-virginica
+8,5.108947716173055,3.054000000025496,4.899491310704349,1.665427475135463,Iris-versicolor
+9,6.191189994998453,3.054000000024503,5.022918776007199,1.670722602726078,Iris-virginica
+10,6.179368546456152,3.0540000003786765,4.902612205542921,1.6654339187151561,Iris-versicolor
+11,6.187771578797973,3.054000000074284,5.015451352767332,1.6694829051754783,Iris-virginica
+12,6.179366488624172,3.054000000033034,4.899491485490006,1.665427475144191,Iris-versicolor
+13,5.1089477161732635,3.0540000000291334,4.899491361804188,1.6654274751373264,Iris-versicolor
+14,6.179366489539205,3.0540000000524565,4.899505326537789,1.6654274765772783,Iris-versicolor
+15,6.190440624294929,3.0540000000369876,5.012476274977726,1.6714691643308968,Iris-virginica
+16,5.108947716173285,3.0540000000298315,4.899491364249865,1.6654274751376439,Iris-versicolor
+17,5.108947716173206,3.0540000000449954,4.89949134467882,1.6654274751379021,Iris-versicolor
+18,5.108947716173211,3.054000000034473,4.899491348730045,1.6654274751375087,Iris-versicolor
+19,6.188036359532728,3.0540000001541956,4.994939704986142,1.6750530473923566,Iris-virginica
+20,6.179366488641318,3.0540000002053227,4.89949213598481,1.6654274752050577,Iris-versicolor
+21,5.10894771617339,3.054000000031315,4.899491382325124,1.6654274751391576,Iris-versicolor
+22,6.179366488626118,3.0540000000236787,4.8994915960280405,1.665427475144348,Iris-versicolor
+23,5.108947716173837,3.0540000000351633,4.899491440759652,1.6654274751398337,Iris-versicolor
+24,6.187653234137745,3.05400000012153,4.9934205925661415,1.6726007902127527,Iris-virginica
+25,6.192426905433084,3.054000000017524,5.039270985485565,1.6697837746849424,Iris-virginica
+26,6.189988743851008,3.0540000000405656,5.032751518412201,1.6695880461672874,Iris-virginica
+27,6.192724508635609,3.054000000013231,5.033744211556178,1.669522333506217,Iris-virginica
+28,6.179366488634739,3.0540000000303738,4.899491977168934,1.6654274751550335,Iris-versicolor
+29,6.185686056388348,3.0540000000743666,5.0146667734911645,1.6681013550716595,Iris-virginica
+30,6.1793664886344315,3.054000000039263,4.8994919945652216,1.665427475184308,Iris-versicolor
+31,6.1866257875049975,3.0540000000729797,5.003506498487503,1.668768416456943,Iris-virginica
+0,6.179366501759569,3.0540000000249434,4.899593438559822,1.6654275119169164,Iris-versicolor
+1,6.193658542409354,3.0540000000106438,5.027026410966245,1.6697092100418423,Iris-virginica
+2,5.108947716173043,3.0540000000280503,4.899491305138298,1.6654274751355371,Iris-versicolor
+3,6.179366638504567,3.0540000000081813,4.900185839744194,1.6654276719853662,Iris-versicolor
+4,6.181372446752623,3.0540000000847733,4.961612989294815,1.6669367931282164,Iris-virginica
+5,6.17936648884472,3.0540000000202623,4.899497152282674,1.6654274753149032,Iris-versicolor
+6,6.179366931500012,3.0540000000218144,4.900804792217363,1.6654287872461946,Iris-versicolor
+7,6.1794461683604585,3.0540000000054826,4.918360885195478,1.6654730962558277,Iris-virginica
+8,6.187996678919811,3.0540000000702476,5.028674887916996,1.668945884524499,Iris-virginica
+9,6.179391253206668,3.0540000001199643,4.9097960036777435,1.6654851851802945,Iris-versicolor
+10,6.184062003416073,3.054000000331061,4.973921911521459,1.6714406026696436,Iris-virginica
+11,6.189620081424522,3.054000000033491,5.0268277647785995,1.6689535260627295,Iris-virginica
+12,6.193700375909557,3.054000000009084,5.026685361864003,1.6693052109653725,Iris-virginica
+13,6.182327386644497,3.054000000793289,4.966052699696237,1.670071429231324,Iris-virginica
+14,6.190330902338696,3.054000000021169,5.030871889988803,1.6687226012814873,Iris-virginica
+15,6.179366671942435,3.0540000000518814,4.9001539893096755,1.6654279910270404,Iris-versicolor
+16,5.108947716173076,3.054000000028939,4.899491317515904,1.665427475135808,Iris-versicolor
+17,6.179366488739503,3.054000000014549,4.899494628943508,1.665427475349927,Iris-versicolor
+18,6.179366489015883,3.0540000000239784,4.899499202715999,1.6654274759402734,Iris-versicolor
+19,5.108947716173039,3.0540000000285974,4.899491304226054,1.6654274751354237,Iris-versicolor
+20,5.108947716173094,3.054000000036142,4.899491321236836,1.6654274751363616,Iris-versicolor
+21,5.108947716173043,3.0540000000304417,4.899491304392598,1.6654274751355413,Iris-versicolor
+22,5.108947716173507,3.054000000046914,4.899491396719195,1.6654274751400924,Iris-versicolor
+23,6.179366488624629,3.0540000000447227,4.899491517405311,1.6654274751451281,Iris-versicolor
+24,6.179366488713404,3.054000000018881,4.899493972185585,1.665427475340149,Iris-versicolor
+25,6.179370000924764,3.0540000001795273,4.903950696481097,1.6654437328584444,Iris-versicolor
+26,6.180954039941214,3.0540000000702183,4.970492053652634,1.6661858015050468,Iris-virginica
+27,6.179672347616612,3.054000000704526,4.929179196534004,1.6660161543705885,Iris-virginica
+28,5.108947716173062,3.0540000000353738,4.899491311989926,1.6654274751359295,Iris-versicolor
+29,6.1793664886676805,3.054000000092491,4.89949288446381,1.6654274752286677,Iris-versicolor
+30,6.183483187678142,3.0540000000292316,4.985133201937789,1.6671716306445703,Iris-virginica
+31,6.17936648862711,3.0540000000468877,4.899491679659705,1.665427475155392,Iris-versicolor
+0,6.179366497128518,3.0540000000127976,4.899564002153638,1.665427489405803,Iris-versicolor
+1,6.179366489333479,3.054000000016389,4.899505922967026,1.6654274757987186,Iris-versicolor
+2,6.181145826084422,3.0540000008023167,4.952456097926207,1.6689376650890773,Iris-virginica
+3,6.190586605111879,3.054000000025597,5.042160353879972,1.6689343910180459,Iris-virginica
+4,5.108947716173043,3.054000000027613,4.899491305901986,1.6654274751355012,Iris-versicolor
+5,6.179366488641891,3.0540000000370067,4.8994922250912945,1.6654274751926088,Iris-versicolor
+6,6.179368672362576,3.0540000011368713,4.9026266800641,1.66544765633418,Iris-versicolor
+7,5.108947716174127,3.054000000056286,4.8994914768943065,1.665427475143238,Iris-versicolor
+8,6.19566271593717,3.054000000006053,5.084317207159235,1.6680798711216314,Iris-virginica
+9,5.108947716173207,3.0540000000463583,4.8994913486008,1.6654274751373541,Iris-versicolor
+10,6.17936672147545,3.0540000000652694,4.900310500627163,1.6654281400540956,Iris-versicolor
+11,6.179366488638159,3.054000000015262,4.899492057599102,1.6654274751867717,Iris-versicolor
+12,5.108947716173096,3.0540000000316536,4.899491321262196,1.665427475136445,Iris-versicolor
+13,6.17936649659782,3.0540000000802974,4.8995546735815685,1.6654274993385132,Iris-versicolor
+14,6.185451889459794,3.0540000001942347,5.002593667789613,1.6694216342069343,Iris-virginica
+15,6.179367841701001,3.0540000000979055,4.902005572456688,1.6654297927771833,Iris-versicolor
+16,6.18709949172828,3.05400000008366,4.990206827930971,1.6715560450765228,Iris-virginica
+17,6.179366488707866,3.054000000086726,4.899493805275261,1.6654274752773954,Iris-versicolor
+18,6.18187761690856,3.0540000006668206,4.963515186316438,1.66914569910564,Iris-virginica
+19,5.108947716173061,3.0540000000346295,4.899491311642337,1.6654274751358804,Iris-versicolor
+20,6.179518449324424,3.0540000001733354,4.9217272192452635,1.665724218027106,Iris-virginica
+21,6.179366488657738,3.0540000000207574,4.899492711427928,1.6654274751980733,Iris-versicolor
+22,6.185886664628609,3.0540000000097853,5.004174557760698,1.6672374538279686,Iris-virginica
+23,6.185810727943688,3.0540000001751846,4.992190757171712,1.6701461496660452,Iris-virginica
diff --git a/iris/lct_gan/0/12/test.csv b/iris/lct_gan/0/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/12/train.csv b/iris/lct_gan/0/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/12/val.csv b/iris/lct_gan/0/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/13/synth.csv b/iris/lct_gan/0/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8c44b4a35b2272d5d6ff3a491ee729d509d88a5
--- /dev/null
+++ b/iris/lct_gan/0/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648875471,3.0540000000353693,4.899495107790176,1.6654274754276313,Iris-versicolor
+1,5.108947716173366,3.054000000061322,4.899491373124822,1.6654274751399292,Iris-versicolor
+2,5.108947716173058,3.0540000000258556,4.899491312391358,1.6654274751355356,Iris-versicolor
+3,6.192295318563956,3.054000000010777,5.020253580267035,1.6707738838627941,Iris-virginica
+4,6.184987628519631,3.0540000000159493,4.998605979708525,1.6671716390051154,Iris-virginica
+5,6.180200601288144,3.0540000000328553,4.948575293325546,1.665894058295254,Iris-virginica
+6,6.1898579385190065,3.0540000000033336,5.018838831198593,1.667499147046542,Iris-virginica
+7,6.179366488629328,3.0540000000574734,4.899491748360032,1.665427475165217,Iris-versicolor
+8,6.193332311662244,3.054000000009988,5.052640725630102,1.6686638812987806,Iris-virginica
+9,6.179366489049795,3.0540000000188217,4.899499996108165,1.665427476006179,Iris-versicolor
+10,6.179366488639039,3.0540000000173726,4.8994921012229575,1.6654274751867733,Iris-versicolor
+11,6.192778446549359,3.054000000023409,5.0107463534652465,1.672143229813825,Iris-virginica
+12,6.193312520158282,3.0540000000097183,5.052322939255873,1.6686685707489244,Iris-virginica
+13,6.189399406991959,3.054000000082673,4.996054952684846,1.6748421838410636,Iris-virginica
+14,6.190881427966447,3.054000000027448,5.031815393719192,1.6701524527013953,Iris-virginica
+15,6.1871297269665435,3.054000000286923,4.992930274292488,1.6754495990583747,Iris-virginica
+16,6.179405519145978,3.0540000000898115,4.914686795259564,1.6654651407925103,Iris-versicolor
+17,6.182725945829072,3.0540000000124308,4.981670351017084,1.6666349051616167,Iris-virginica
+18,6.189883723666746,3.0540000000492697,5.01301860921149,1.671300625529434,Iris-virginica
+19,6.18315059203969,3.0540000000236,4.9764117925896265,1.6672160859059932,Iris-virginica
+20,6.179370350537667,3.054000000085182,4.904521016339467,1.665442997915869,Iris-versicolor
+21,6.179366595742958,3.0540000000207637,4.899989802992093,1.6654278906335644,Iris-versicolor
+22,6.190033529205085,3.054000000048206,5.01762012689445,1.6710153164218295,Iris-virginica
+23,6.192994068529152,3.054000000008548,5.037501792486011,1.6684738487593342,Iris-virginica
+24,5.1089477161731764,3.0540000000311793,4.899491342277847,1.6654274751369527,Iris-versicolor
+25,6.179368209455439,3.054000000030902,4.9027603133367075,1.6654370508871226,Iris-versicolor
+26,5.108947716173049,3.05400000003033,4.899491306578992,1.665427475135704,Iris-versicolor
+27,6.179545292386108,3.0540000001556313,4.925247090426641,1.665631632840768,Iris-virginica
+28,6.1793665097899515,3.0540000000411753,4.899627886918458,1.6654275013818323,Iris-versicolor
+29,6.179872063533722,3.0540000000070573,4.942423511803341,1.665606979543183,Iris-virginica
+30,6.1847700966192685,3.054000000401241,4.996101240510853,1.6703553676173617,Iris-virginica
+31,6.179369624274407,3.054000000020859,4.904455197123894,1.6654302937160985,Iris-versicolor
+0,5.108947716173492,3.0540000000250727,4.899491393199176,1.6654274751375047,Iris-versicolor
+1,6.1874210409215955,3.0540000000511265,5.0279813834716816,1.6684525534313603,Iris-virginica
+2,5.108947716173065,3.054000000030464,4.899491312704595,1.6654274751359426,Iris-versicolor
+3,6.183934009456473,3.0540000000054985,4.984560744972619,1.6668419978011915,Iris-virginica
+4,6.179366488622901,3.0540000000255616,4.8994913972356775,1.6654274751404998,Iris-versicolor
+5,6.189855102396768,3.054000000032584,5.024656964542913,1.6694897351290858,Iris-virginica
+6,6.18035536062849,3.0540000001176426,4.948672809180553,1.6662429842689896,Iris-virginica
+7,6.180419927115998,3.05400000228185,4.940717972381323,1.6691001667613077,Iris-virginica
+8,6.1868116657573875,3.0540000000354914,5.025827329898795,1.667815826550725,Iris-virginica
+9,6.184057722042752,3.054000000034351,4.987576807686793,1.6676098639101922,Iris-virginica
+10,6.179366635873563,3.0540000005543533,4.899919046846803,1.6654277508476358,Iris-versicolor
+11,5.108947716173076,3.054000000023802,4.8994913165161424,1.6654274751354399,Iris-versicolor
+12,6.183916578947585,3.0540000001332626,4.978898803337322,1.6692328889875192,Iris-virginica
+13,6.188414260969026,3.0540000000199212,5.028425939206734,1.6680740935771288,Iris-virginica
+14,6.190132920369937,3.0540000000466354,5.017010793502642,1.671279434606316,Iris-virginica
+15,6.180364286953733,3.0540000000374046,4.947897291112152,1.6661458122021227,Iris-virginica
+16,6.1801968941284855,3.0540000000250407,4.95212932538527,1.6657837858149678,Iris-virginica
+17,6.188240467609185,3.0540000000585263,5.000563519510501,1.6708767503785018,Iris-virginica
+18,5.108947716173054,3.0540000000274388,4.899491309976532,1.6654274751356537,Iris-versicolor
+19,6.179366766049897,3.0540000010405053,4.900194398479771,1.6654303003927458,Iris-versicolor
+20,6.179366488631267,3.0540000000473104,4.899491880319764,1.665427475157098,Iris-versicolor
+21,6.1917742738273045,3.054000000022845,5.027913396273038,1.6702712356558354,Iris-virginica
+22,6.192158200280413,3.0540000000191556,5.041402314124689,1.6697812183972962,Iris-virginica
+23,6.179452891922917,3.054000000014142,4.920612820448529,1.6654752254961336,Iris-virginica
+24,6.1793664886301425,3.05400000010073,4.899491765473067,1.6654274751736062,Iris-versicolor
+25,6.186143915138119,3.05400000011374,5.020960191883832,1.6684086201942172,Iris-virginica
+26,6.1864461622467966,3.0540000000445375,5.022448756339762,1.667843202238067,Iris-virginica
+27,6.1801355534860125,3.0540000000839305,4.946937281475691,1.6659821967931299,Iris-virginica
+28,6.191250809881171,3.054000000012983,5.069082984378193,1.6676485616108547,Iris-virginica
+29,6.179366517763929,3.0540000000114644,4.899697559524121,1.665427562410822,Iris-versicolor
+30,5.1089477161730406,3.0540000000288443,4.899491303781926,1.6654274751354843,Iris-versicolor
+31,6.193984120597365,3.0540000000089558,5.035233226258457,1.6694538847038227,Iris-virginica
+0,6.179366488637837,3.0540000000658574,4.899492163860703,1.665427475192921,Iris-versicolor
+1,6.192593842042134,3.05400000001085,5.036390434415485,1.669890106952472,Iris-virginica
+2,5.108947716173095,3.0540000000265115,4.899491322372731,1.6654274751364204,Iris-versicolor
+3,6.189377212313622,3.0540000000697947,5.0180823422918435,1.6712610830058838,Iris-virginica
+4,6.179652009655407,3.0540000005136045,4.928433088306958,1.665940462787182,Iris-virginica
+5,5.108947716173047,3.0540000000330347,4.899491305930214,1.6654274751356495,Iris-versicolor
+6,6.179366525834128,3.054000000069505,4.899693597224345,1.665427577590285,Iris-versicolor
+7,5.108947716173053,3.054000000026861,4.899491308149856,1.6654274751357805,Iris-versicolor
+8,6.179366488624754,3.054000000017308,4.899491510311099,1.6654274751472464,Iris-versicolor
+9,6.1939566852280565,3.054000000010353,5.0251753981996705,1.6702034459090944,Iris-virginica
+10,6.179369893983093,3.054000002655863,4.903263157409063,1.6654631362052559,Iris-versicolor
+11,5.108947716173264,3.054000000021893,4.899491355457911,1.6654274751385176,Iris-versicolor
+12,6.193052857411077,3.054000000011742,5.031751821436135,1.6690189087881417,Iris-virginica
+13,6.186322066560917,3.054000000008786,5.026943940843388,1.6668852736140067,Iris-virginica
+14,6.181317635448476,3.0540000001169294,4.9622433529431555,1.6668555214926961,Iris-virginica
+15,6.1906070589354405,3.054000000034483,5.050640931458993,1.6687440097826938,Iris-virginica
+16,6.179775846056235,3.0540000016065942,4.930763547773894,1.6666390889007392,Iris-virginica
+17,6.194413524005646,3.054000000007356,5.051933976438032,1.6688939186387468,Iris-virginica
+18,6.191827119959484,3.0540000000208276,5.013675431086234,1.6711687515926776,Iris-virginica
+19,6.191322716874219,3.0540000000258924,5.031552712495298,1.6699748755389212,Iris-virginica
+20,6.179367266344041,3.0540000002106877,4.901136567300087,1.6654310617422097,Iris-versicolor
+21,6.181823122297758,3.054000000002551,4.967421192205779,1.6663323732291278,Iris-virginica
+22,6.192090996453693,3.054000000017284,5.035803988546399,1.6698564645267808,Iris-virginica
+23,5.108947716173054,3.0540000000297054,4.8994913085629666,1.6654274751358027,Iris-versicolor
+24,6.179965882324921,3.054000001396446,4.934973241698672,1.6671088756792694,Iris-virginica
+25,6.19306115522988,3.0540000000053333,5.035943052133909,1.6679228615118753,Iris-virginica
+26,6.183367260833038,3.054000000163116,4.972180708836578,1.669416484518978,Iris-virginica
+27,6.188898020598171,3.054000000081944,5.00688467808098,1.672422726099505,Iris-virginica
+28,6.179366488963233,3.054000000076715,4.899498082945152,1.665427475594414,Iris-versicolor
+29,6.179917265974851,3.0540000000074814,4.94606278737836,1.6656048299527242,Iris-virginica
+30,6.188760195375603,3.054000000090304,5.017717280051008,1.6709657506242712,Iris-virginica
+31,6.184223417674027,3.0540000003170804,4.980466548616395,1.6708672903197521,Iris-virginica
+0,5.108947716173081,3.0540000000259107,4.899491318870443,1.6654274751360112,Iris-versicolor
+1,6.179369136540327,3.0540000002556575,4.903451510074066,1.665432967288946,Iris-versicolor
+2,6.179500328292888,3.054000000037798,4.925042947481489,1.6655065979509867,Iris-virginica
+3,6.179386226187298,3.0540000001150243,4.908146568390147,1.6654994997844645,Iris-versicolor
+4,6.179417891349609,3.054000000126073,4.914306090084825,1.6655140823785162,Iris-virginica
+5,5.108947716173058,3.0540000000249314,4.89949131167824,1.6654274751353668,Iris-versicolor
+6,6.179366953908574,3.054000000103875,4.900748788333106,1.6654297731232113,Iris-versicolor
+7,6.191825516448877,3.054000000020393,5.041793027900551,1.6696544068725618,Iris-virginica
+8,6.180704528897655,3.0540000001143413,4.952952475765303,1.6665300391501752,Iris-virginica
+9,6.18230822120685,3.054000000016675,4.968631341829299,1.6668447298642008,Iris-virginica
+10,6.179366488953191,3.054000000018334,4.899498381320076,1.6654274759302299,Iris-versicolor
+11,6.183262576688825,3.054000000014516,4.999917428507065,1.6664951026752335,Iris-virginica
+12,6.189151958812509,3.054000000057368,5.021083897068117,1.6701155688311902,Iris-virginica
+13,6.191161458087076,3.0540000000132173,5.029335724488349,1.6687986665404768,Iris-virginica
+14,5.10894771617313,3.054000000048269,4.899491331469987,1.665427475136807,Iris-versicolor
+15,6.191693633976055,3.054000000021516,5.034627644919555,1.6700356607801858,Iris-virginica
+16,6.184049913991863,3.0540000000881795,5.002555077925483,1.6674864078188671,Iris-virginica
+17,5.10894771617309,3.054000000027492,4.899491321537756,1.6654274751357845,Iris-versicolor
+18,6.179367161394248,3.0540000000156993,4.901183032957769,1.665430062590159,Iris-versicolor
+19,6.179366934493574,3.054000000007793,4.900926749081788,1.665428984038121,Iris-versicolor
+20,6.1911568079063155,3.05400000002867,5.026654494975436,1.670561915496052,Iris-virginica
+21,6.187597392926623,3.054000000122759,5.00101510409133,1.6718287077381118,Iris-virginica
+22,6.191424189814147,3.054000000023896,5.0186129576136995,1.6711182861188991,Iris-virginica
+23,6.1793671654524704,3.05400000007304,4.901241624976853,1.6654284493592166,Iris-versicolor
diff --git a/iris/lct_gan/0/13/test.csv b/iris/lct_gan/0/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/13/train.csv b/iris/lct_gan/0/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/13/val.csv b/iris/lct_gan/0/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/14/synth.csv b/iris/lct_gan/0/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d466416eea9c9947058a46750c9a9949b9b52826
--- /dev/null
+++ b/iris/lct_gan/0/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.188033881063073,3.054000000116562,5.008482527331196,1.6713852497435433,Iris-virginica
+1,6.190507449553709,3.0540000000361043,5.01175855728433,1.671326864998304,Iris-virginica
+2,6.179366488622965,3.054000000020754,4.899491400183941,1.6654274751407507,Iris-versicolor
+3,6.191689793916741,3.0540000000268557,5.010400389173699,1.6721016864690892,Iris-virginica
+4,6.192950041705311,3.054000000016685,5.022661435205273,1.6697418761189973,Iris-virginica
+5,6.179420547970165,3.054000000119137,4.915505746467054,1.6654951378739693,Iris-virginica
+6,6.1798797315388745,3.0540000035382455,4.931991294525539,1.667521922394916,Iris-virginica
+7,6.179366488844564,3.0540000000244283,4.899496766375116,1.6654274753770515,Iris-versicolor
+8,6.1868734462323625,3.0540000000090872,5.016349519191783,1.6673969165440095,Iris-virginica
+9,6.179366488625922,3.054000000043374,4.899491592321894,1.6654274751493146,Iris-versicolor
+10,6.192814331722388,3.054000000005618,5.051511445253532,1.6679967750520357,Iris-virginica
+11,6.179366488800517,3.0540000000381218,4.899495727233484,1.6654274753585239,Iris-versicolor
+12,6.179366488675285,3.054000000013464,4.89949316124651,1.6654274752517588,Iris-versicolor
+13,6.188140054380614,3.0540000001164835,5.026051077320377,1.6697545772144295,Iris-virginica
+14,6.1892459621817215,3.0540000000654692,5.026511116527085,1.670075569536395,Iris-virginica
+15,6.19247020719126,3.054000000015662,5.045174365471892,1.6692058513924648,Iris-virginica
+16,6.187356629992046,3.0540000001322687,5.025802241171703,1.6693858486268747,Iris-virginica
+17,6.179416377726012,3.0540000000263596,4.915071271247473,1.6654738430876466,Iris-virginica
+18,6.190126957402014,3.054000000044859,5.0209074880473565,1.6708654628269404,Iris-virginica
+19,6.1947304613630205,3.0540000000067717,5.059254569340875,1.668612664191605,Iris-virginica
+20,6.180897396451903,3.0540000002290397,4.951816816898795,1.6673737796530383,Iris-virginica
+21,6.18171867920302,3.0540000001244327,4.963127123991294,1.6674956500956128,Iris-virginica
+22,6.190055391329265,3.05400000004673,5.040788028023046,1.66934704346262,Iris-virginica
+23,5.108947716173278,3.0540000000617216,4.899491360422035,1.6654274751379385,Iris-versicolor
+24,6.188603989738407,3.054000000088386,5.008880682678655,1.671528016043168,Iris-virginica
+25,6.190977824052357,3.054000000025511,5.026359571110244,1.6704568124325694,Iris-virginica
+26,6.19083964884617,3.0540000000356007,5.007203389961592,1.6725333430444456,Iris-virginica
+27,6.191451374199186,3.054000000014376,5.014486962609104,1.6715534390334374,Iris-virginica
+28,6.190023675980993,3.0540000000309777,5.034507541706059,1.6690714460457816,Iris-virginica
+29,6.179369454423948,3.054000000103366,4.903742192946959,1.6654344661380969,Iris-versicolor
+30,5.108947716173083,3.0540000000324197,4.899491319380727,1.6654274751362805,Iris-versicolor
+31,6.179366488634107,3.0540000000430934,4.899491965475733,1.6654274751624052,Iris-versicolor
+0,6.179366490451542,3.054000000427586,4.8995112804057515,1.6654274807592488,Iris-versicolor
+1,5.108947716173044,3.0540000000306526,4.899491305070917,1.6654274751355675,Iris-versicolor
+2,6.189716219554378,3.0540000000557104,5.010806111161183,1.6712112733251072,Iris-virginica
+3,6.1814367789009985,3.054000000361514,4.973749217033075,1.667030320405247,Iris-virginica
+4,6.181268458392577,3.0540000000069196,4.96835728563168,1.666019834488826,Iris-virginica
+5,6.181390237528513,3.054000000062478,4.979115065413357,1.66624270220255,Iris-virginica
+6,6.18002744305794,3.0540000000680165,4.946292891402905,1.665842655114971,Iris-virginica
+7,6.191474204007159,3.054000000015947,5.029031032778759,1.6703026688584601,Iris-virginica
+8,6.179366490351443,3.0540000000271714,4.899515154595796,1.6654274796553317,Iris-versicolor
+9,6.183996562753842,3.0540000004768917,4.985888921673694,1.6702642315581904,Iris-virginica
+10,5.108947716173034,3.0540000000273344,4.8994913015715715,1.6654274751353448,Iris-versicolor
+11,6.179366488624416,3.0540000000280068,4.899491507862678,1.6654274751412492,Iris-versicolor
+12,6.18975891337288,3.0540000000237324,5.019913356616433,1.6688965263131583,Iris-virginica
+13,6.179366488904666,3.0540000003852996,4.899496467341034,1.6654274758114687,Iris-versicolor
+14,6.179417795803471,3.0540000005078194,4.913472419886459,1.6656094829401857,Iris-versicolor
+15,6.179366488661058,3.054000000047367,4.899492781960789,1.6654274752268556,Iris-versicolor
+16,5.108947716173095,3.054000000029242,4.899491323182961,1.6654274751358722,Iris-versicolor
+17,6.1794324925391955,3.0540000000061416,4.918666768181865,1.6654587154427678,Iris-virginica
+18,6.179366488624003,3.054000000025938,4.899491487131772,1.6654274751409,Iris-versicolor
+19,6.179366488623579,3.0540000000467367,4.899491453647828,1.6654274751454292,Iris-versicolor
+20,6.18593526145768,3.0540000000077647,5.008821100078521,1.6670668660812067,Iris-virginica
+21,5.108947716173373,3.054000000024039,4.899491375305733,1.6654274751371045,Iris-versicolor
+22,5.10894771617305,3.0540000000291654,4.899491308023895,1.6654274751357034,Iris-versicolor
+23,6.191880746931612,3.054000000005218,5.0266954048589465,1.6680303057319044,Iris-virginica
+24,5.108947716173208,3.054000000038389,4.89949134990583,1.6654274751372244,Iris-versicolor
+25,6.188500339509947,3.054000000055722,5.007834885479227,1.6701137074883665,Iris-virginica
+26,6.179882316110387,3.054000000010652,4.936021699728952,1.6657693597453593,Iris-virginica
+27,6.190558762590314,3.0540000000305705,5.025355634314394,1.6697098617565294,Iris-virginica
+28,6.190108282778049,3.054000000040231,5.016820551913504,1.6714061466201722,Iris-virginica
+29,6.189435709774925,3.0540000000371075,4.99932211528628,1.6708564505671433,Iris-virginica
+30,5.108947716173168,3.054000000039915,4.899491338070869,1.6654274751372058,Iris-versicolor
+31,6.188574216032327,3.054000000106492,5.028878736951336,1.6699882520032658,Iris-virginica
+0,5.1089477161730406,3.0540000000281027,4.8994913037441155,1.665427475135502,Iris-versicolor
+1,6.185839057793043,3.054000000121205,5.0233067883049705,1.6681343249832588,Iris-virginica
+2,6.179366488646177,3.0540000000262033,4.899492474723957,1.6654274752015512,Iris-versicolor
+3,6.1793664887311195,3.0540000000196086,4.89949441471363,1.6654274754022391,Iris-versicolor
+4,6.187119433125625,3.0540000000272585,5.013526149407978,1.6681244546460514,Iris-virginica
+5,6.181987056681785,3.054000000024162,4.964997040851089,1.6669415105148158,Iris-virginica
+6,6.190839834992836,3.054000000034561,5.044168102403241,1.6693622939125636,Iris-virginica
+7,6.180050226677835,3.054000001667121,4.938050963148922,1.6672513186704971,Iris-virginica
+8,6.187758998908671,3.0540000000771204,5.009952068878897,1.6696245071162594,Iris-virginica
+9,5.108947716173057,3.0540000000269956,4.899491312003281,1.665427475135625,Iris-versicolor
+10,6.180696543414832,3.0540000001198893,4.949143601145546,1.6668284978658696,Iris-virginica
+11,6.1793664889806825,3.0540000000223486,4.89949877439632,1.665427475476523,Iris-versicolor
+12,5.108947716173061,3.054000000029645,4.89949131187668,1.665427475135837,Iris-versicolor
+13,6.179366489493994,3.054000000015665,4.899506000855406,1.6654274767924233,Iris-versicolor
+14,5.108947716173071,3.0540000000313574,4.899491314020676,1.6654274751360798,Iris-versicolor
+15,6.192740828190518,3.054000000013699,5.027099088231019,1.6703611938977247,Iris-virginica
+16,6.192556425865065,3.054000000013051,5.03467757223688,1.6697954141950615,Iris-virginica
+17,6.179366491256004,3.054000000123833,4.899521247397806,1.6654274811987146,Iris-versicolor
+18,5.108947716173039,3.0540000000267042,4.899491304036799,1.6654274751354456,Iris-versicolor
+19,6.1830559465690555,3.054000000296819,4.974708923378594,1.6690564655802704,Iris-virginica
+20,6.190989792516093,3.0540000000161163,5.073094641823924,1.6675758515813588,Iris-virginica
+21,6.1949108716442405,3.0540000000082936,5.092034729738921,1.6679118641324038,Iris-virginica
+22,6.179366488695164,3.0540000000172745,4.899493942633932,1.6654274751986142,Iris-versicolor
+23,6.179513090407226,3.054000000005598,4.925966360531926,1.6654883493343726,Iris-virginica
+24,6.192640018964545,3.0540000000143035,5.023946876023758,1.6702941406946166,Iris-virginica
+25,5.1089477161734385,3.0540000000526017,4.899491392353979,1.6654274751396194,Iris-versicolor
+26,6.183690320115039,3.0540000005337027,4.979667367601005,1.670891804661509,Iris-virginica
+27,6.1793665009665055,3.054000000359974,4.899571600628709,1.6654275174366835,Iris-versicolor
+28,6.179367492706725,3.0540000000229037,4.901641603392101,1.6654300232748471,Iris-versicolor
+29,6.179366616012635,3.054000000123259,4.899989100947819,1.6654279290225684,Iris-versicolor
+30,5.108947716173062,3.054000000027052,4.899491311520064,1.6654274751359655,Iris-versicolor
+31,6.179366488624689,3.054000000034578,4.899491522408615,1.665427475146882,Iris-versicolor
+0,6.185614645089231,3.054000000253677,4.994658244737457,1.670402603473739,Iris-virginica
+1,6.1793678556297635,3.0540000022647362,4.901395866986301,1.6654346505822681,Iris-versicolor
+2,6.192416373854289,3.0540000000157246,5.0205872128113676,1.670444839316309,Iris-virginica
+3,6.17937004063943,3.054000003259274,4.9031538468194125,1.665464427189398,Iris-versicolor
+4,6.18515878549888,3.054000000345997,4.99730797576623,1.6705235536446041,Iris-virginica
+5,6.17936648930894,3.054000000038716,4.899503225544651,1.6654274766791932,Iris-versicolor
+6,6.180099663607029,3.0540000005162513,4.937920748152846,1.6669190079037364,Iris-virginica
+7,6.192138785252854,3.054000000013572,5.023401677722943,1.6707006516051022,Iris-virginica
+8,6.17936648969897,3.05400000002085,4.899509242680414,1.6654274760061774,Iris-versicolor
+9,6.179880935871203,3.0540000000211673,4.935507921744509,1.6658531891214254,Iris-virginica
+10,6.179366488622907,3.05400000002999,4.899491404750689,1.665427475139365,Iris-versicolor
+11,6.192285574796894,3.054000000014345,5.031292770270025,1.670280017083021,Iris-virginica
+12,6.182805123348366,3.0540000004425605,4.971309644740945,1.6695638658395033,Iris-virginica
+13,5.1089477161730406,3.054000000030156,4.899491303473919,1.6654274751355012,Iris-versicolor
+14,6.179366914716409,3.054000000119944,4.900644510086705,1.665428889402103,Iris-versicolor
+15,6.190627823700623,3.05400000001008,5.04676422284942,1.6678603334028288,Iris-virginica
+16,6.192018683702744,3.054000000015009,5.027921238063611,1.670352483841046,Iris-virginica
+17,6.179366488657529,3.0540000000211744,4.899492692584362,1.6654274752027596,Iris-versicolor
+18,6.179366488634058,3.0540000000149155,4.89949194849662,1.6654274751755918,Iris-versicolor
+19,6.187720362669184,3.0540000000550482,5.003924433407193,1.6695341985471384,Iris-virginica
+20,6.179410046111327,3.0540000000233394,4.915010544271201,1.6654614427902257,Iris-virginica
+21,6.179366488640871,3.0540000000251557,4.899492208292667,1.6654274751593647,Iris-versicolor
+22,6.179366491153187,3.054000000025314,4.899522357132796,1.66542748114579,Iris-versicolor
+23,6.180689495637125,3.0540000001262144,4.957508412258886,1.6663558680941706,Iris-virginica
diff --git a/iris/lct_gan/0/14/test.csv b/iris/lct_gan/0/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/14/train.csv b/iris/lct_gan/0/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/14/val.csv b/iris/lct_gan/0/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/15/synth.csv b/iris/lct_gan/0/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf59ad67587886828dab1f59e28878273f25551
--- /dev/null
+++ b/iris/lct_gan/0/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366495406125,3.0540000000321372,4.89955527638331,1.6654274963321687,Iris-versicolor
+1,6.193139621278489,3.0540000000087146,5.045049222000659,1.6693834371193996,Iris-virginica
+2,6.189265277512751,3.054000000008854,5.057448206003873,1.667147883433806,Iris-virginica
+3,5.108947716173102,3.054000000037592,4.899491322816034,1.6654274751364517,Iris-versicolor
+4,6.179400509210205,3.0540000000325183,4.911808201510416,1.6654892391525415,Iris-virginica
+5,6.191565064495582,3.054000000012394,5.0351682156884525,1.6682387516582504,Iris-virginica
+6,6.1811018464944265,3.0540000002362104,4.952516656060098,1.667749632852437,Iris-virginica
+7,6.179376948498377,3.054000001757992,4.906039462379238,1.6655068849623829,Iris-versicolor
+8,6.1810864911374175,3.0540000004875747,4.957605934367314,1.667705549941145,Iris-virginica
+9,6.19264632145841,3.0540000000133776,5.040196679471498,1.669796923171496,Iris-virginica
+10,6.181142892008601,3.0540000000173007,4.970514028175815,1.666074609670672,Iris-virginica
+11,5.108947716173276,3.054000000051922,4.899491363157393,1.6654274751394047,Iris-versicolor
+12,6.1906479561248835,3.0540000000388425,5.0375699047530835,1.6697282647437266,Iris-virginica
+13,5.108947716173039,3.054000000026572,4.899491304132018,1.6654274751353983,Iris-versicolor
+14,6.179366489380064,3.0540000000164387,4.899504733337554,1.6654274757614191,Iris-versicolor
+15,6.188083813686197,3.05400000001533,5.008462816546602,1.6684722237548468,Iris-virginica
+16,6.17950114918792,3.054000000012267,4.924999528412599,1.6654925426830243,Iris-virginica
+17,6.184536609091188,3.054000000111092,4.984820174417329,1.6690627257933162,Iris-virginica
+18,5.108947716173119,3.0540000000445295,4.899491329535454,1.6654274751365161,Iris-versicolor
+19,6.179480341273923,3.054000000002446,4.919596220474125,1.665554655492188,Iris-virginica
+20,6.187014349498117,3.054000000316337,4.986690816674019,1.6779631843029281,Iris-virginica
+21,6.187344567409211,3.0540000001939505,5.011850645169467,1.6709867816774533,Iris-virginica
+22,6.194991044385878,3.0540000000100123,5.028059126007878,1.6698409681544615,Iris-virginica
+23,6.17997029864586,3.054000000003251,4.939434789048003,1.6657070287208702,Iris-virginica
+24,6.180311654942507,3.0540000001195438,4.9440690433925605,1.6664397896146592,Iris-virginica
+25,5.108947716173165,3.0540000000308107,4.899491336000356,1.665427475137499,Iris-versicolor
+26,6.179366701981876,3.0540000013043844,4.900009610362737,1.6654281544370748,Iris-versicolor
+27,5.108947716173143,3.0540000000272443,4.899491332513844,1.6654274751371227,Iris-versicolor
+28,6.179381929639451,3.054000000035444,4.90829552958055,1.665454315033619,Iris-versicolor
+29,6.185568275745546,3.054000000016728,5.0232094725594525,1.6670395135383005,Iris-virginica
+30,6.18068310617024,3.0540000000619796,4.957017143465163,1.666329813372956,Iris-virginica
+31,6.1895200446723555,3.054000000060459,5.015600384308727,1.671493108932092,Iris-virginica
+0,6.188398707613316,3.054000000020244,5.0057188777228,1.6686750779039246,Iris-virginica
+1,6.188418098936804,3.0540000001062997,5.010837740967174,1.671633197818124,Iris-virginica
+2,5.108947716173179,3.0540000000296867,4.899491342312634,1.6654274751363454,Iris-versicolor
+3,5.108947716173834,3.0540000000322824,4.89949144078631,1.6654274751407503,Iris-versicolor
+4,5.108947716173035,3.0540000000277385,4.899491301640901,1.6654274751353562,Iris-versicolor
+5,6.19423749758299,3.0540000000069925,5.045129515932832,1.6687950825175293,Iris-virginica
+6,5.108947716173034,3.0540000000270506,4.899491301590249,1.6654274751353397,Iris-versicolor
+7,6.184375593967939,3.0540000001873646,4.993179054160368,1.6691448051390603,Iris-virginica
+8,5.108947716173089,3.054000000033463,4.899491321698881,1.6654274751361304,Iris-versicolor
+9,6.191747058766411,3.05400000001951,5.038858935035514,1.6694714773298915,Iris-virginica
+10,6.1796628749212745,3.0540000000222314,4.932243879600407,1.6655951636969326,Iris-virginica
+11,6.188851307545474,3.054000000033172,5.0214326628925,1.6690316804384182,Iris-virginica
+12,5.108947716173297,3.0540000000228376,4.899491359970282,1.6654274751386695,Iris-versicolor
+13,5.108947716173086,3.054000000027319,4.899491320435102,1.6654274751357072,Iris-versicolor
+14,6.179369553086283,3.0540000006541157,4.903370282037056,1.6654506434272702,Iris-versicolor
+15,5.108947716173081,3.054000000025343,4.899491318209652,1.6654274751355396,Iris-versicolor
+16,6.180847420778004,3.054000000199359,4.955876488114869,1.6668018778902394,Iris-virginica
+17,6.186134190194876,3.05400000005934,5.020939355483365,1.6680495029708873,Iris-virginica
+18,6.189933530100558,3.0540000000074388,5.016895955670056,1.6682040982183481,Iris-virginica
+19,6.183401159047271,3.054000000146895,4.987080298525846,1.6678222655978698,Iris-virginica
+20,6.18987465755721,3.0540000000492524,5.02679580979469,1.6702403073485688,Iris-virginica
+21,6.179366985894873,3.054000000006531,4.900758197778282,1.6654280415575686,Iris-versicolor
+22,5.108947716173056,3.054000000033754,4.899491309945264,1.665427475135837,Iris-versicolor
+23,6.191615347799505,3.0540000000200203,5.033100509359759,1.6700512142489108,Iris-virginica
+24,6.1887203160668065,3.054000000061792,5.024717247526257,1.6695454473547102,Iris-virginica
+25,6.1858275369179205,3.0540000000293523,5.013740354108338,1.6676173382375206,Iris-virginica
+26,6.179366488657675,3.054000000023095,4.8994927939956865,1.6654274751714044,Iris-versicolor
+27,6.179424958310619,3.054000001150121,4.9127260240020245,1.6657567473277821,Iris-virginica
+28,6.179384492396901,3.054000000034197,4.909368279808359,1.6654650873825187,Iris-versicolor
+29,6.179998596337855,3.0540000000329828,4.943018459198967,1.6657972894462623,Iris-virginica
+30,6.179376245035714,3.054000000019176,4.907170270935688,1.6654509660490446,Iris-versicolor
+31,6.189374463338699,3.05400000000456,5.0161044601097,1.6676198111236316,Iris-virginica
+0,5.108947716173124,3.05400000002678,4.899491331707898,1.665427475136414,Iris-versicolor
+1,6.192638865831266,3.0540000000155376,5.04794705752779,1.6691306203527445,Iris-virginica
+2,5.108947716173046,3.0540000000277834,4.899491306347334,1.6654274751356515,Iris-versicolor
+3,5.108947716173069,3.054000000031976,4.899491315358348,1.665427475135793,Iris-versicolor
+4,6.179366829639332,3.0540000000291485,4.900488823634599,1.6654279815251944,Iris-versicolor
+5,6.192508697023257,3.054000000015888,5.035993992505519,1.6695779111474567,Iris-virginica
+6,6.182561522548605,3.054000000102712,4.969913430813855,1.6678548311445678,Iris-virginica
+7,6.179691986612771,3.054000000245112,4.9298259410199865,1.6659347166966818,Iris-virginica
+8,6.179845680424676,3.054000000021462,4.932664012597758,1.6658812646730572,Iris-virginica
+9,6.184007196120703,3.0540000000456677,4.990599536548295,1.6674552723332146,Iris-virginica
+10,6.186279682289681,3.054000000009688,5.000694165992661,1.6675197300968554,Iris-virginica
+11,6.18237776894777,3.054000000428296,4.963475514610387,1.669986369453206,Iris-virginica
+12,6.17936657717807,3.0540000000337213,4.899893423476598,1.6654275617969092,Iris-versicolor
+13,6.190200897367641,3.0540000000374135,5.031176093931515,1.669508576535112,Iris-virginica
+14,6.179367961591963,3.054000000012628,4.9025152972468975,1.665429065767607,Iris-versicolor
+15,6.182161179981363,3.0540000011260635,4.969957892640782,1.669444844303654,Iris-virginica
+16,6.179368086879847,3.0540000000718344,4.902156473575695,1.6654325952120304,Iris-versicolor
+17,6.179372044815267,3.0540000000112193,4.9067495016526985,1.6654314338497924,Iris-versicolor
+18,6.17936648964052,3.0540000000584135,4.8995058140924534,1.665427476397935,Iris-versicolor
+19,6.184389140146676,3.054000000208029,4.993675738417118,1.669058801231092,Iris-virginica
+20,6.186249661085225,3.0540000001071363,5.013376905250252,1.6689835599955851,Iris-virginica
+21,6.17938527208487,3.0540000000356984,4.9097906226085355,1.6654538016630127,Iris-versicolor
+22,6.182435348573544,3.0540000000053,4.968234749837217,1.666675820343933,Iris-virginica
+23,5.108947716173058,3.0540000000285366,4.899491311096861,1.6654274751357898,Iris-versicolor
+24,6.179366488631512,3.054000000039986,4.899491870412152,1.6654274751655247,Iris-versicolor
+25,6.179367412648725,3.054000000141465,4.901555984085256,1.6654291863783872,Iris-versicolor
+26,6.182037041941888,3.054000000461772,4.956755594110562,1.6706433292608391,Iris-virginica
+27,6.179366495228868,3.054000000055089,4.899544264834749,1.6654274838075505,Iris-versicolor
+28,6.179366488702442,3.054000000057371,4.899494108370403,1.6654274752712908,Iris-versicolor
+29,6.193613497704867,3.054000000009111,5.045613518250762,1.6694326897023901,Iris-virginica
+30,5.108947716173078,3.0540000000246716,4.899491317944798,1.6654274751355616,Iris-versicolor
+31,6.179366489043863,3.0540000000496437,4.899499406551433,1.665427475664027,Iris-versicolor
+0,6.179366488624174,3.0540000000281737,4.899491486993807,1.6654274751463563,Iris-versicolor
+1,6.179366488625401,3.054000000042937,4.899491574546813,1.6654274751519453,Iris-versicolor
+2,6.1793664886297215,3.054000000101153,4.89949173288144,1.6654274751631075,Iris-versicolor
+3,5.108947716173289,3.0540000000315177,4.8994913690018524,1.6654274751382567,Iris-versicolor
+4,5.108947716173084,3.0540000000285406,4.8994913196930945,1.6654274751362035,Iris-versicolor
+5,6.179366488844373,3.05400000004191,4.899496987118147,1.6654274754373204,Iris-versicolor
+6,5.108947716173049,3.0540000000269925,4.89949130869311,1.6654274751355,Iris-versicolor
+7,6.179390961633537,3.054000000018695,4.910172547982146,1.6654848512619072,Iris-virginica
+8,6.186785893856039,3.054000000005418,5.013507664293999,1.667180019126136,Iris-virginica
+9,5.1089477161731605,3.054000000035399,4.899491338032013,1.6654274751369837,Iris-versicolor
+10,6.1793664886789195,3.054000000048783,4.899493284856165,1.665427475210621,Iris-versicolor
+11,6.179463631048492,3.0540000000029743,4.92126252123953,1.6654702614256607,Iris-virginica
+12,5.108947716173059,3.0540000000319867,4.899491312615178,1.6654274751356775,Iris-versicolor
+13,6.188210420609122,3.054000000103473,5.01768818913415,1.670296647634655,Iris-virginica
+14,6.179366488630125,3.0540000000168988,4.899491819036596,1.6654274751482867,Iris-versicolor
+15,6.1914935451337945,3.0540000000198537,5.02926758720759,1.6703801617315064,Iris-virginica
+16,6.181578087053182,3.054000000031572,4.9702614712413435,1.6664230535366327,Iris-virginica
+17,6.179366488822879,3.054000000019416,4.89949607431021,1.6654274753360878,Iris-versicolor
+18,6.188703745527628,3.0540000000565577,5.025571740054891,1.6693696295771927,Iris-virginica
+19,6.187772050090656,3.0540000000303302,5.010607527507753,1.6683496687671522,Iris-virginica
+20,6.179366508456242,3.0540000004499688,4.899599825874168,1.6654275346615421,Iris-versicolor
+21,6.18964853746319,3.0540000000156082,5.018911083230705,1.6688129859111773,Iris-virginica
+22,6.179366726262446,3.054000000085499,4.90035013837909,1.6654283752613366,Iris-versicolor
+23,5.1089477161733585,3.054000000038785,4.899491381729854,1.6654274751385911,Iris-versicolor
diff --git a/iris/lct_gan/0/15/test.csv b/iris/lct_gan/0/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/15/train.csv b/iris/lct_gan/0/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/15/val.csv b/iris/lct_gan/0/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/16/synth.csv b/iris/lct_gan/0/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5afe4ea2541bc72ca9f2c352403dfb720da0cfe0
--- /dev/null
+++ b/iris/lct_gan/0/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1898386587440815,3.0540000000497023,5.026067511312101,1.6703937902356987,Iris-virginica
+1,6.179366521772103,3.0540000000166736,4.899699171050385,1.665427502246215,Iris-versicolor
+2,6.179595819288565,3.054000000598289,4.924733604789652,1.665996942347715,Iris-virginica
+3,6.179460152432669,3.0540000000070586,4.917899632824996,1.6655005320951253,Iris-virginica
+4,6.185254260960548,3.0540000000177656,5.010587816723158,1.6672364307827292,Iris-virginica
+5,5.108947716173075,3.054000000029658,4.899491315195274,1.6654274751361353,Iris-versicolor
+6,6.179367026118168,3.054000000560535,4.900665209302738,1.665432306034826,Iris-versicolor
+7,6.179366488636665,3.0540000000318157,4.899492033006455,1.6654274751685412,Iris-versicolor
+8,6.179366488770234,3.054000000019816,4.899495208358659,1.6654274754358542,Iris-versicolor
+9,6.179367154626885,3.054000001500842,4.900691943168236,1.6654322387466165,Iris-versicolor
+10,6.17936648917548,3.054000001187472,4.899499518042794,1.6654274777271751,Iris-versicolor
+11,6.194744906902054,3.0540000000073424,5.074983250160609,1.6683630438040866,Iris-virginica
+12,6.187329920385583,3.0540000000250123,5.006410155950057,1.66820356701786,Iris-virginica
+13,6.179366488879443,3.05400000002496,4.899497202896685,1.6654274753578586,Iris-versicolor
+14,5.108947716173548,3.054000000024916,4.899491409212452,1.6654274751385352,Iris-versicolor
+15,6.1794129974886145,3.0540000000104626,4.913806629308925,1.6654892069402278,Iris-virginica
+16,5.10894771617305,3.0540000000290153,4.899491308093687,1.6654274751357003,Iris-versicolor
+17,6.179366490143195,3.0540000000235437,4.899511781887103,1.665427477243911,Iris-versicolor
+18,6.179366488841541,3.0540000000409537,4.899496332458885,1.665427475528214,Iris-versicolor
+19,6.191810964938708,3.0540000000280294,5.004159618336714,1.6732813190087983,Iris-virginica
+20,6.181772576157531,3.0540000004855794,4.971417597556449,1.6677367792280355,Iris-virginica
+21,6.179366488644755,3.054000000041285,4.89949243516517,1.6654274751988576,Iris-versicolor
+22,5.108947716173082,3.0540000000284224,4.899491318985609,1.6654274751361435,Iris-versicolor
+23,6.179366488624634,3.05400000001835,4.899491520214179,1.6654274751474811,Iris-versicolor
+24,6.1899568681516755,3.054000000058135,5.00978160060857,1.6721529410967597,Iris-virginica
+25,6.179366490748373,3.054000000362716,4.899513248938873,1.665427478716351,Iris-versicolor
+26,5.10894771617308,3.0540000000304515,4.899491318347582,1.6654274751362397,Iris-versicolor
+27,6.179571382179076,3.0540000000049714,4.927708798267556,1.6655253349521568,Iris-virginica
+28,6.179376693235039,3.0540000000096996,4.907862543456965,1.6654369669311913,Iris-versicolor
+29,6.179366489249306,3.0540000000421474,4.899502743978523,1.6654274768542565,Iris-versicolor
+30,6.191697397345732,3.054000000015264,5.02202712564796,1.6706196742199868,Iris-virginica
+31,5.1089477161730406,3.0540000000277754,4.899491303963051,1.6654274751354792,Iris-versicolor
+0,6.179366488693308,3.054000000071869,4.899493462755777,1.665427475246666,Iris-versicolor
+1,6.185923000178965,3.054000000210414,4.985473988396327,1.67185265315497,Iris-virginica
+2,6.192136232185097,3.054000000011901,5.044952969336798,1.6686094684242156,Iris-virginica
+3,6.192848911777217,3.054000000014535,5.049279373993904,1.6692771623561071,Iris-virginica
+4,6.1872363318375925,3.0540000000258782,5.048459400351998,1.6672243703905345,Iris-virginica
+5,5.108947716173259,3.05400000004395,4.89949135676231,1.6654274751378153,Iris-versicolor
+6,6.183503619540579,3.054000000036812,4.98610750376911,1.6673744517592988,Iris-virginica
+7,5.108947716173047,3.0540000000289984,4.899491306529749,1.665427475135658,Iris-versicolor
+8,6.179366488623398,3.054000000024182,4.899491428754752,1.6654274751430285,Iris-versicolor
+9,6.1793680065512975,3.054000000145075,4.902373895270581,1.6654333145582383,Iris-versicolor
+10,6.190335534392815,3.0540000000425103,5.030225836505897,1.6701515717854227,Iris-virginica
+11,6.179366488637637,3.0540000000391543,4.899492069521213,1.665427475169668,Iris-versicolor
+12,5.108947716173036,3.054000000027979,4.899491302154558,1.6654274751353848,Iris-versicolor
+13,6.19347984021552,3.054000000011138,5.027201856960093,1.6699366780435552,Iris-virginica
+14,6.17936648895648,3.054000000056336,4.899498281345484,1.6654274754899467,Iris-versicolor
+15,6.179366546173188,3.054000000011139,4.89981582977672,1.6654276370661782,Iris-versicolor
+16,6.179366495105989,3.0540000000544802,4.899545715891135,1.6654274834822758,Iris-versicolor
+17,6.192049557556536,3.054000000019326,5.041035175747913,1.669582733754575,Iris-virginica
+18,6.179366722725938,3.0540000000605283,4.900281903632894,1.665428536829807,Iris-versicolor
+19,6.1795127887359,3.054000000236122,4.921785055577442,1.6656694613251235,Iris-virginica
+20,6.179825521464058,3.054000000009058,4.9356239758675775,1.6656893448170207,Iris-virginica
+21,5.108947716173059,3.0540000000331884,4.899491311988667,1.6654274751358695,Iris-versicolor
+22,5.108947716173209,3.054000000046304,4.8994913518113306,1.665427475137786,Iris-versicolor
+23,6.179366488689984,3.0540000003078105,4.89949338425175,1.6654274753833282,Iris-versicolor
+24,6.182133918035213,3.0540000001066883,4.975758003624314,1.6670754757093862,Iris-virginica
+25,6.179366488919928,3.05400000007029,4.899497419353849,1.6654274758741807,Iris-versicolor
+26,5.108947716173569,3.0540000000527545,4.899491412590522,1.6654274751408122,Iris-versicolor
+27,6.179366491411795,3.0540000000488874,4.899520676644849,1.6654274784881997,Iris-versicolor
+28,6.179366490451653,3.0540000000197747,4.899518274744732,1.6654274768301847,Iris-versicolor
+29,5.108947716173091,3.05400000003569,4.899491320804913,1.6654274751362474,Iris-versicolor
+30,5.108947716173077,3.0540000000292546,4.899491316596045,1.665427475136095,Iris-versicolor
+31,5.108947716173046,3.054000000030596,4.899491305770079,1.6654274751356053,Iris-versicolor
+0,6.188239632389312,3.054000000027706,5.024928563145879,1.668390620960174,Iris-virginica
+1,5.10894771617317,3.0540000000228193,4.899491336573157,1.665427475137327,Iris-versicolor
+2,6.1864808524558335,3.0540000001626586,4.9860444317597725,1.6728018853847055,Iris-virginica
+3,6.179366494517767,3.0540000001081657,4.899540754289716,1.6654274834938747,Iris-versicolor
+4,6.189713224475435,3.054000000055583,4.997515357983723,1.6753722366913986,Iris-virginica
+5,6.179734208332477,3.0540000001209426,4.934087666538429,1.6657659346492373,Iris-virginica
+6,6.179366488780484,3.0540000000165803,4.89949601451492,1.6654274753066929,Iris-versicolor
+7,5.108947716173113,3.05400000002878,4.899491327845045,1.665427475136151,Iris-versicolor
+8,6.189745611903805,3.054000000022103,5.065573914419117,1.6675609031306178,Iris-virginica
+9,5.108947716173039,3.0540000000295486,4.899491303553232,1.6654274751354645,Iris-versicolor
+10,6.179366488628282,3.054000000052985,4.8994917180839535,1.6654274751663232,Iris-versicolor
+11,6.187640240821579,3.0540000000992418,5.003240609258374,1.6701353323441672,Iris-virginica
+12,6.179416195223193,3.054000000040166,4.9143552107107755,1.6655087840041278,Iris-virginica
+13,6.1826872695018205,3.0540000000177927,4.99257008972043,1.6664126376228778,Iris-virginica
+14,6.179366489408224,3.0540000000132563,4.899504928300488,1.6654274768140938,Iris-versicolor
+15,6.191485622397038,3.05400000001629,5.028391532881594,1.6704106601844046,Iris-virginica
+16,6.192379044127357,3.054000000018515,5.05683114338308,1.6688171113303998,Iris-virginica
+17,6.186813634589541,3.0540000000937306,5.0243979728377095,1.6686401695693542,Iris-virginica
+18,6.17936648863549,3.0540000000422642,4.899492103244804,1.6654274751791107,Iris-versicolor
+19,6.17936648862261,3.0540000000241774,4.899491372156855,1.6654274751393636,Iris-versicolor
+20,6.179366493540553,3.0540000000131964,4.899542649705439,1.6654274851191013,Iris-versicolor
+21,6.181546557677281,3.054000000328082,4.967502098973259,1.6674158988558083,Iris-virginica
+22,6.179366491903843,3.054000000077695,4.899526412635423,1.665427478816483,Iris-versicolor
+23,6.190164955025973,3.054000000034912,5.026532453201273,1.669706762645198,Iris-virginica
+24,6.183131772402591,3.0540000000226755,4.991105744766003,1.6668161691205685,Iris-virginica
+25,6.179366488624948,3.054000000036766,4.89949153697285,1.6654274751457057,Iris-versicolor
+26,5.108947716173039,3.054000000029395,4.899491303437466,1.665427475135454,Iris-versicolor
+27,6.179366488675364,3.0540000000138012,4.8994933586823395,1.6654274751850917,Iris-versicolor
+28,6.180165744627734,3.0540000000254337,4.943881146836489,1.6659425774953056,Iris-virginica
+29,6.179366488624631,3.0540000000472536,4.899491524579842,1.6654274751474354,Iris-versicolor
+30,6.184335428118768,3.0540000004540824,4.983233306175282,1.6711956456310548,Iris-virginica
+31,6.179691626127901,3.054000000133092,4.931833064201104,1.665780871349334,Iris-virginica
+0,6.1794962087957055,3.054000001959375,4.918620513186321,1.6659373985964203,Iris-virginica
+1,6.190822501043174,3.05400000004057,5.014771555821965,1.6712541086799362,Iris-virginica
+2,6.191768177698283,3.054000000021285,5.016763220545113,1.6709450030139599,Iris-virginica
+3,6.180158270002475,3.0540000000152148,4.949959066070544,1.6657671988248326,Iris-virginica
+4,6.179366488625641,3.0540000000797916,4.899491584556715,1.6654274751545444,Iris-versicolor
+5,6.1890082731072615,3.054000000024245,5.038909200037601,1.6681781128284832,Iris-virginica
+6,6.179489091463547,3.054000000842047,4.920006144760863,1.6657176993763563,Iris-virginica
+7,5.108947716173036,3.0540000000268077,4.899491302186275,1.6654274751353741,Iris-versicolor
+8,6.18972834070021,3.0540000000123975,5.051162129128056,1.6676199385709656,Iris-virginica
+9,6.196979140976913,3.0540000000043066,5.103799579280622,1.6677427506964013,Iris-virginica
+10,6.179370296855261,3.054000000052942,4.904836774650932,1.6654323201898438,Iris-versicolor
+11,6.184303282611347,3.054000000091972,4.992806293957656,1.668047430167447,Iris-virginica
+12,6.179366488628007,3.0540000000693395,4.899491721740816,1.6654274751581575,Iris-versicolor
+13,6.185091562499751,3.0540000000086303,4.995433756552437,1.6671277614369677,Iris-virginica
+14,5.1089477161734065,3.0540000000278127,4.899491384741191,1.6654274751378089,Iris-versicolor
+15,6.180180177356113,3.054000000215679,4.943439958568918,1.666390058645356,Iris-virginica
+16,6.179366488634958,3.0540000000572833,4.899492055779068,1.6654274751903706,Iris-versicolor
+17,5.108947716173117,3.054000000031666,4.899491325866331,1.6654274751367661,Iris-versicolor
+18,5.108947716173049,3.0540000000300904,4.899491306693373,1.6654274751356861,Iris-versicolor
+19,6.181520394484487,3.0540000000428207,4.970859198282831,1.6664678319025368,Iris-virginica
+20,6.183011185616228,3.0540000000272225,4.996312149658078,1.6666562728796763,Iris-virginica
+21,5.108947716173091,3.054000000040237,4.899491321828634,1.6654274751364526,Iris-versicolor
+22,6.183945096337963,3.054000000285495,4.987623689587844,1.669579242309371,Iris-virginica
+23,6.1871689258291,3.0540000001436196,4.991815664442777,1.6725761792149376,Iris-virginica
diff --git a/iris/lct_gan/0/16/test.csv b/iris/lct_gan/0/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/16/train.csv b/iris/lct_gan/0/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/16/val.csv b/iris/lct_gan/0/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/17/synth.csv b/iris/lct_gan/0/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c32231cd96a52a2be1f158416abe039e746cb83
--- /dev/null
+++ b/iris/lct_gan/0/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1795391399272415,3.054000000011646,4.927335368948743,1.6655080224425836,Iris-virginica
+1,6.186491107254755,3.0540000000021443,5.03501749572325,1.6664205734115132,Iris-virginica
+2,6.179366488636754,3.0540000001225183,4.8994920209057655,1.6654274751853217,Iris-versicolor
+3,5.108947716173293,3.0540000000279366,4.899491367766974,1.665427475137524,Iris-versicolor
+4,6.179366492135518,3.054000000049808,4.899530174709681,1.6654274806878413,Iris-versicolor
+5,6.191932181974458,3.0540000000225893,5.008122317745452,1.6723783711646232,Iris-virginica
+6,6.179371620913702,3.054000002508413,4.904152080885685,1.665475760160003,Iris-versicolor
+7,6.179366488638995,3.0540000000426772,4.899492115735139,1.6654274751672165,Iris-versicolor
+8,6.1822475023604735,3.0540000000045113,4.967109984430977,1.6665631339601616,Iris-virginica
+9,6.179366790459486,3.0540000001320875,4.900414143516167,1.665428048876381,Iris-versicolor
+10,6.191802842808894,3.05400000001679,5.029328520546771,1.6703011945477004,Iris-virginica
+11,6.1793664887825654,3.0540000001105536,4.899495345602635,1.6654274754418397,Iris-versicolor
+12,5.108947716173072,3.054000000030736,4.899491315083618,1.6654274751360858,Iris-versicolor
+13,6.179366488841679,3.0540000000621097,4.899496490285259,1.6654274758472958,Iris-versicolor
+14,6.179366488630352,3.0540000000223904,4.899491811246776,1.6654274751486196,Iris-versicolor
+15,6.1793665269890825,3.0540000000935152,4.899684689200979,1.6654275675030275,Iris-versicolor
+16,6.179366488623593,3.0540000000303813,4.899491458328781,1.665427475141038,Iris-versicolor
+17,6.17936704535381,3.054000000142937,4.900872783422104,1.6654293633173045,Iris-versicolor
+18,6.192422472772024,3.05400000000634,5.028280284512954,1.6682280464900265,Iris-virginica
+19,6.179366488625104,3.054000000121195,4.899491542271932,1.66542747515135,Iris-versicolor
+20,6.1793664987735575,3.0540000018334834,4.899557904157746,1.665427527585782,Iris-versicolor
+21,6.1794745391472645,3.0540000002780054,4.9185616309693945,1.6656464866236294,Iris-virginica
+22,6.191077212428496,3.054000000024417,5.02393979715061,1.670123624726193,Iris-virginica
+23,6.189500141619829,3.0540000000633087,5.006256709493077,1.6725258177381837,Iris-virginica
+24,6.180762851802884,3.054000000101683,4.96371829744704,1.6662616167123672,Iris-virginica
+25,6.1866131225599155,3.0540000000290823,5.035702182844237,1.6672566223148328,Iris-virginica
+26,6.179367207858916,3.054000001647585,4.900800034536111,1.6654345667617498,Iris-versicolor
+27,6.1921123900739055,3.054000000013476,5.013426707499147,1.6715430034418142,Iris-virginica
+28,5.108947716173141,3.054000000033281,4.899491330686543,1.6654274751370133,Iris-versicolor
+29,6.190524546462673,3.054000000035576,5.025764332930517,1.670183406294213,Iris-virginica
+30,6.179366530310792,3.054000003222052,4.899642636700107,1.665427645919026,Iris-versicolor
+31,6.191959550414627,3.05400000001715,5.043953760127609,1.6691006683940144,Iris-virginica
+0,6.18014535067438,3.0540000000394,4.939876289986649,1.6661592291437404,Iris-virginica
+1,6.179367196111475,3.05400000041671,4.900954224173154,1.665431961971631,Iris-versicolor
+2,6.179366488623237,3.0540000000263037,4.899491420939955,1.6654274751429867,Iris-versicolor
+3,6.191875876442438,3.05400000000984,5.064240997624538,1.6679508448681057,Iris-virginica
+4,6.180239732350089,3.0540000000508876,4.954062364281775,1.6658537211375763,Iris-virginica
+5,6.179366621831707,3.0540000000195855,4.900092204870056,1.6654276164579318,Iris-versicolor
+6,6.18570226997212,3.0540000000096277,4.994814054987768,1.667500455777725,Iris-virginica
+7,6.179366490266202,3.054000000017964,4.899516208744647,1.6654274768553787,Iris-versicolor
+8,6.179366493471434,3.054000000028568,4.899539825128379,1.6654274793221413,Iris-versicolor
+9,6.179366488649227,3.054000000053863,4.899492427570149,1.6654274751866718,Iris-versicolor
+10,6.179366489580271,3.0540000006844865,4.8995040463749255,1.6654274794165125,Iris-versicolor
+11,6.188193328580409,3.0540000000679317,5.038975411264535,1.6685930601407322,Iris-virginica
+12,5.108947716173045,3.054000000028367,4.899491305514127,1.6654274751355955,Iris-versicolor
+13,6.17936660516557,3.05400000010981,4.899909970347467,1.6654277053552602,Iris-versicolor
+14,6.1881193063477165,3.0540000000686285,5.02347834467064,1.6693389847127968,Iris-virginica
+15,6.186093408737068,3.0540000000436898,5.026272110757023,1.6675445990480746,Iris-virginica
+16,6.1882958647175865,3.0540000000980276,4.993624035128084,1.673231443667155,Iris-virginica
+17,6.186636845453579,3.0540000002408494,4.994899420444783,1.6727127897063725,Iris-virginica
+18,6.1793691861017885,3.0540000000212073,4.903476282612534,1.6654309471993165,Iris-versicolor
+19,5.108947716173104,3.0540000000299545,4.899491323146952,1.6654274751365492,Iris-versicolor
+20,6.187689360534543,3.0540000000442746,5.025203275952756,1.6684062865825529,Iris-virginica
+21,6.188748887139931,3.0540000000978926,5.016516948299257,1.6710601713580922,Iris-virginica
+22,6.179366488998361,3.0540000000122522,4.89949902675684,1.6654274758758283,Iris-versicolor
+23,6.181414587708554,3.05400000001211,4.957826517557613,1.6665659726711002,Iris-virginica
+24,6.1793688170887355,3.054000000172186,4.90291691757613,1.6654357849447885,Iris-versicolor
+25,5.108947716173389,3.054000000033739,4.899491374686168,1.6654274751395526,Iris-versicolor
+26,6.18145195560601,3.0540000005188177,4.95771654488696,1.668561370004282,Iris-virginica
+27,6.179503236823653,3.0540000005981813,4.920580509019594,1.6657507501150548,Iris-virginica
+28,6.179366488622968,3.0540000000296854,4.899491406644757,1.665427475139489,Iris-versicolor
+29,6.17936648864469,3.0540000000974383,4.899492249719867,1.6654274752075315,Iris-versicolor
+30,6.190209764084119,3.0540000000513663,5.002546642059868,1.6727710419063844,Iris-virginica
+31,6.185310378254366,3.0540000002275556,4.988934144092363,1.6706800181876023,Iris-virginica
+0,6.179366488808182,3.0540000000767615,4.899496033380528,1.665427475649059,Iris-versicolor
+1,6.179366488622757,3.054000000036515,4.899491388873685,1.6654274751405054,Iris-versicolor
+2,6.18970663892709,3.0540000000327963,5.039069787901944,1.6687670940634054,Iris-virginica
+3,6.191891162778773,3.054000000023578,5.0245574851135535,1.6701199187616362,Iris-virginica
+4,6.179564987265484,3.054000000104144,4.926384201650294,1.6656383578924752,Iris-virginica
+5,6.19195927014886,3.0540000000190983,5.052304654251381,1.66881502751551,Iris-virginica
+6,6.189481420284903,3.054000000014747,5.029833746977301,1.6682860028083077,Iris-virginica
+7,6.1912751065527605,3.054000000019531,5.021599766822056,1.6709125331037413,Iris-virginica
+8,6.179366488624662,3.0540000000233034,4.899491523907396,1.6654274751475084,Iris-versicolor
+9,6.179366488643517,3.0540000000166114,4.8994922910068,1.66542747518232,Iris-versicolor
+10,6.185415986160124,3.0540000001001415,5.013640824651605,1.6681199962324347,Iris-virginica
+11,6.193927485997081,3.054000000007804,5.033252555050321,1.668680492274504,Iris-virginica
+12,6.189756177644348,3.054000000078552,4.994784876523008,1.6755873245610453,Iris-virginica
+13,6.179366494309422,3.0540000000387373,4.899544402367274,1.66542748627642,Iris-versicolor
+14,6.191151086859341,3.0540000000305287,5.010609578630008,1.6714688401048792,Iris-virginica
+15,5.108947716173132,3.054000000026044,4.899491330583801,1.6654274751358749,Iris-versicolor
+16,6.179366494131738,3.0540000001502654,4.899537493609787,1.6654274834374032,Iris-versicolor
+17,5.108947716173256,3.054000000032739,4.8994913540566385,1.6654274751383087,Iris-versicolor
+18,6.179366488878632,3.0540000000184078,4.899497027976456,1.6654274756390521,Iris-versicolor
+19,6.181171424736907,3.054000000326141,4.961861131313701,1.667125432005576,Iris-virginica
+20,6.179366488625974,3.054000000037037,4.899491601168225,1.6654274751490732,Iris-versicolor
+21,6.179619079233901,3.0540000000521736,4.926581825403523,1.66574954805729,Iris-virginica
+22,6.186853907804204,3.0540000001001344,5.009761201947609,1.6697214290804783,Iris-virginica
+23,6.182561610741688,3.054000000059294,4.977332221194649,1.6672945636920367,Iris-virginica
+24,6.179366490330028,3.0540000000248475,4.899513323499016,1.665427478026878,Iris-versicolor
+25,6.179366488634217,3.054000000113603,4.899492003543829,1.6654274751875708,Iris-versicolor
+26,6.189022462084599,3.054000000100034,5.002476553711598,1.671977445098271,Iris-virginica
+27,6.190261731074179,3.0540000000240526,5.02207939174493,1.6691721428980757,Iris-virginica
+28,6.187203035288427,3.0540000000517686,5.022179446489068,1.668554601633226,Iris-virginica
+29,5.108947716173042,3.054000000028251,4.8994913052782865,1.6654274751355365,Iris-versicolor
+30,6.17936656639151,3.0540000001046765,4.899822648717609,1.6654277755065046,Iris-versicolor
+31,5.10894771617313,3.0540000000419254,4.8994913314494415,1.6654274751368014,Iris-versicolor
+0,6.179366488723477,3.054000000053067,4.899494418335187,1.6654274753126883,Iris-versicolor
+1,6.1793664886361,3.0540000000701553,4.89949206663873,1.665427475187553,Iris-versicolor
+2,6.179366488690706,3.0540000000248395,4.8994937106468415,1.6654274752060225,Iris-versicolor
+3,6.180617274216562,3.0540000002086236,4.9523399906490555,1.6666812128955288,Iris-virginica
+4,6.186681007530054,3.0540000001726284,5.017935424406918,1.669315038480276,Iris-virginica
+5,6.179366580003612,3.0540000000233936,4.899927056698078,1.665427548137791,Iris-versicolor
+6,6.179366495616016,3.0540000000830183,4.899545882535047,1.6654274867487244,Iris-versicolor
+7,6.195112151267421,3.0540000000070644,5.088337069093985,1.6679828021341678,Iris-virginica
+8,5.108947716173053,3.0540000000276506,4.8994913086569785,1.665427475135734,Iris-versicolor
+9,6.179472780285674,3.05400000018199,4.918791666206303,1.66563962209356,Iris-virginica
+10,6.179366488668587,3.054000000013114,4.899492974880312,1.6654274752446683,Iris-versicolor
+11,6.179611793151859,3.0540000000135343,4.92809661358255,1.6655906156496059,Iris-virginica
+12,6.189136988995225,3.0540000000645624,5.020778830153237,1.6701018330673216,Iris-virginica
+13,6.179366489190795,3.054000000042002,4.899500759049253,1.6654274761494556,Iris-versicolor
+14,6.1793866464416105,3.0540000023150053,4.908160583871103,1.6655820058175106,Iris-versicolor
+15,6.17936652654412,3.0540000000186684,4.8997305225791195,1.6654275402550178,Iris-versicolor
+16,6.179366488633613,3.054000000020823,4.899491934768739,1.6654274751713964,Iris-versicolor
+17,6.18339441558799,3.0540000002543084,4.979373200399815,1.668790876347676,Iris-virginica
+18,6.18652035877412,3.0540000000761722,5.0003250265210015,1.6690660728661806,Iris-virginica
+19,6.179366504001237,3.0540000000199,4.899604302188093,1.6654274949069492,Iris-versicolor
+20,6.183729850834573,3.054000000039253,4.996188175576667,1.6671672260647075,Iris-virginica
+21,6.179366545647943,3.054000000062588,4.8997712574401096,1.665427537180693,Iris-versicolor
+22,6.179366488631362,3.054000000018732,4.899491820673568,1.6654274751649514,Iris-versicolor
+23,6.179680374320115,3.0540000000281533,4.930134838155541,1.6656872289363818,Iris-virginica
diff --git a/iris/lct_gan/0/17/test.csv b/iris/lct_gan/0/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/17/train.csv b/iris/lct_gan/0/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/17/val.csv b/iris/lct_gan/0/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/18/synth.csv b/iris/lct_gan/0/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8c77bc6d996af2ae38611dc7435e4028644f889
--- /dev/null
+++ b/iris/lct_gan/0/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793770220636475,3.0540000000273033,4.907376207049458,1.6654420420305953,Iris-versicolor
+1,6.179419671061195,3.0540000000043954,4.915498741071609,1.6654595638724148,Iris-virginica
+2,5.108947716173062,3.054000000034747,4.8994913126723025,1.6654274751358558,Iris-versicolor
+3,6.179393573231611,3.0540000003007925,4.911401582156945,1.6654807280379649,Iris-versicolor
+4,6.179373172373873,3.054000000022576,4.9068050304723405,1.665434031788024,Iris-versicolor
+5,6.190766802753649,3.054000000030312,5.036147376428285,1.6700283597812318,Iris-virginica
+6,6.19166658902672,3.054000000014309,5.018087482604323,1.671089635958217,Iris-virginica
+7,5.108947716173079,3.0540000000372087,4.899491318213677,1.6654274751360967,Iris-versicolor
+8,6.183697432381759,3.0540000001111025,4.9890229864517375,1.6679962781093909,Iris-virginica
+9,5.108947716173077,3.0540000000298777,4.899491316653502,1.6654274751362401,Iris-versicolor
+10,6.17953576634572,3.054000000256053,4.9221693080055315,1.6657477916291117,Iris-virginica
+11,6.189133061788594,3.0540000000275658,5.023621447968445,1.6687874801311198,Iris-virginica
+12,6.179366488626971,3.0540000000908263,4.899491644652553,1.6654274751570626,Iris-versicolor
+13,6.179366489206506,3.0540000000441676,4.899501881478109,1.6654274759794778,Iris-versicolor
+14,6.189631587658895,3.054000000059891,5.013170329724134,1.6713271227477922,Iris-virginica
+15,5.108947716173134,3.0540000000243706,4.899491331717478,1.6654274751358253,Iris-versicolor
+16,5.1089477161730485,3.0540000000273775,4.899491307722061,1.665427475135604,Iris-versicolor
+17,6.187479861873733,3.054000000012023,5.006074234653453,1.6678606368294415,Iris-virginica
+18,5.108947716173132,3.05400000003671,4.899491331774277,1.6654274751367384,Iris-versicolor
+19,5.108947716173037,3.054000000028855,4.899491302289475,1.6654274751353992,Iris-versicolor
+20,6.179366488764166,3.054000000119068,4.899495354964828,1.6654274755361969,Iris-versicolor
+21,5.108947716173056,3.054000000030606,4.899491309024875,1.6654274751357931,Iris-versicolor
+22,6.1812283202562535,3.0540000000784877,4.962823864315229,1.666715680670155,Iris-virginica
+23,6.179366488624116,3.0540000000299203,4.899491491618511,1.6654274751456135,Iris-versicolor
+24,5.108947716173082,3.054000000034407,4.899491319206994,1.6654274751359799,Iris-versicolor
+25,6.191947938209118,3.0540000000204413,5.033141319188525,1.6699698196522028,Iris-virginica
+26,6.1793668373443165,3.054000001254407,4.900284463920453,1.665429194939861,Iris-versicolor
+27,5.108947716173075,3.0540000000246326,4.899491317629723,1.665427475135849,Iris-versicolor
+28,6.1894321785656965,3.054000000060876,5.005294495525534,1.6710162434227582,Iris-virginica
+29,6.182997869854994,3.0540000009426413,4.974969741082878,1.6706103495612845,Iris-virginica
+30,6.179366488751593,3.0540000001306757,4.899495010861378,1.6654274756197132,Iris-versicolor
+31,6.1929999624764,3.054000000014728,5.079330466204496,1.6681272915217482,Iris-virginica
+0,6.179366488740916,3.054000000311376,4.899494201365621,1.665427475440514,Iris-versicolor
+1,6.191357701292594,3.0540000000264285,5.045794904995042,1.669179277093959,Iris-virginica
+2,6.179366488625275,3.054000000080015,4.899491578412859,1.6654274751568356,Iris-versicolor
+3,6.179371680896928,3.0540000005387253,4.904978008175706,1.6654530135525958,Iris-versicolor
+4,6.187809070270323,3.0540000000755962,5.026694416818348,1.669021334569718,Iris-virginica
+5,5.108947716173097,3.054000000036082,4.899491321392414,1.6654274751364615,Iris-versicolor
+6,6.184888901068733,3.0540000002648497,4.9876016775441325,1.6708573669644537,Iris-virginica
+7,5.108947716173035,3.054000000027971,4.899491301742656,1.665427475135357,Iris-versicolor
+8,5.108947716173131,3.054000000033941,4.899491332489175,1.6654274751362288,Iris-versicolor
+9,6.17936648862544,3.0540000000644336,4.899491554156638,1.6654274751490656,Iris-versicolor
+10,6.180771088618565,3.054000000144101,4.949625208403038,1.6670528815401422,Iris-virginica
+11,6.183046360015751,3.0540000003314165,4.982702622065789,1.6684455532081144,Iris-virginica
+12,5.108947716173036,3.0540000000283776,4.899491301914028,1.6654274751353675,Iris-versicolor
+13,5.108947716173036,3.054000000028928,4.89949130188809,1.6654274751353875,Iris-versicolor
+14,6.184252771330046,3.0540000000415586,4.985598162587226,1.6678693731912502,Iris-virginica
+15,6.1793665059638,3.054000000078606,4.899600465946058,1.6654275099509759,Iris-versicolor
+16,6.17937204642613,3.0540000000765626,4.905189767006578,1.6654477275565296,Iris-versicolor
+17,6.180749526629739,3.054000000200245,4.956541908444188,1.6666385260933123,Iris-virginica
+18,5.108947716173118,3.0540000000282386,4.899491327227307,1.6654274751366562,Iris-versicolor
+19,6.17936648888337,3.05400000002294,4.8994974951330725,1.6654274756961547,Iris-versicolor
+20,6.185565339926779,3.0540000000068743,4.994082586020474,1.667257214893957,Iris-virginica
+21,6.188927928859706,3.054000000050585,5.0268410845664135,1.6692403323196559,Iris-virginica
+22,6.179870901162826,3.0540000000271257,4.935425917501554,1.6658243338724936,Iris-virginica
+23,6.188642990602263,3.0540000000693723,5.011612952617922,1.6702913968044946,Iris-virginica
+24,6.179792766448311,3.0540000000352934,4.933687904061642,1.6658096690685391,Iris-virginica
+25,6.179394073440862,3.0540000005966057,4.9105224628727315,1.665537285924443,Iris-versicolor
+26,6.186502843558041,3.054000000046422,4.995501599922385,1.6688874426828542,Iris-virginica
+27,6.186079591355885,3.0540000000312033,4.992641929026721,1.668860001742477,Iris-virginica
+28,5.108947716173375,3.0540000000423304,4.899491382344411,1.665427475138643,Iris-versicolor
+29,6.194231190906055,3.0540000000081666,5.038089601600985,1.6692815220745085,Iris-virginica
+30,5.108947716173043,3.054000000028662,4.899491304750069,1.665427475135562,Iris-versicolor
+31,5.108947716173048,3.0540000000303804,4.899491307402809,1.6654274751356535,Iris-versicolor
+0,6.179366489723365,3.0540000000446432,4.899508119550033,1.6654274772081266,Iris-versicolor
+1,6.179440869367933,3.0540000000146947,4.916666520637697,1.665538372043368,Iris-virginica
+2,6.179366488705277,3.0540000000503262,4.899494128634291,1.6654274754142384,Iris-versicolor
+3,6.17936648862756,3.054000000041244,4.899491708914651,1.6654274751568992,Iris-versicolor
+4,6.17936648862925,3.0540000000298915,4.899491756348803,1.665427475163317,Iris-versicolor
+5,6.179366604140036,3.054000000268001,4.8999227019228195,1.6654281505637711,Iris-versicolor
+6,6.182416584710727,3.054000000928112,4.968387333322029,1.6705269875855713,Iris-virginica
+7,5.108947716173035,3.0540000000267837,4.899491302527485,1.6654274751353606,Iris-versicolor
+8,6.179370682154649,3.0540000010407535,4.903972687028671,1.6654458257587361,Iris-versicolor
+9,6.180911988747017,3.054000000237683,4.955436853822543,1.6670697584219833,Iris-virginica
+10,6.179366488650499,3.0540000000237377,4.899492604272435,1.6654274752199416,Iris-versicolor
+11,6.1793665410415555,3.05400000019424,4.899713196033612,1.6654275579161066,Iris-versicolor
+12,6.182756674669732,3.054000000209668,4.971570099746782,1.668742544036395,Iris-virginica
+13,6.182387803786867,3.0540000000440206,5.000542952007159,1.66631513144008,Iris-virginica
+14,5.10894771617304,3.0540000000276835,4.899491303980175,1.6654274751354574,Iris-versicolor
+15,6.179366489457415,3.0540000000240433,4.899506820529958,1.6654274760228793,Iris-versicolor
+16,5.108947716173052,3.054000000030067,4.8994913094976,1.6654274751355767,Iris-versicolor
+17,6.179366489369796,3.0540000000784264,4.8995036013445965,1.6654274760678491,Iris-versicolor
+18,6.179477896018288,3.054000001146262,4.915547964879014,1.6660999136761103,Iris-virginica
+19,6.194464581177732,3.0540000000076537,5.058426503771536,1.6688039603968574,Iris-virginica
+20,6.179367044607739,3.0540000000087146,4.9010670892466734,1.665428852102749,Iris-versicolor
+21,5.108947716173054,3.054000000030414,4.899491308952505,1.6654274751357476,Iris-versicolor
+22,6.184156873378193,3.0540000000602165,4.991100948391705,1.6676475866897287,Iris-virginica
+23,5.10894771617349,3.0540000000438505,4.899491395585037,1.6654274751392975,Iris-versicolor
+24,5.108947716173139,3.0540000000304603,4.899491332166771,1.6654274751368114,Iris-versicolor
+25,5.108947716173036,3.0540000000268974,4.899491302451253,1.6654274751353784,Iris-versicolor
+26,6.191804980358251,3.0540000000130587,5.055878734780463,1.6680965867061266,Iris-virginica
+27,5.108947716173075,3.0540000000285112,4.899491316219522,1.6654274751361593,Iris-versicolor
+28,5.108947716173053,3.0540000000281218,4.899491309536605,1.6654274751356621,Iris-versicolor
+29,6.179413692101741,3.0540000000055683,4.914531272666642,1.6654890229572565,Iris-virginica
+30,6.179366488667394,3.054000000017022,4.899492984053956,1.6654274752577136,Iris-versicolor
+31,5.108947716173052,3.0540000000320524,4.899491309182004,1.6654274751356684,Iris-versicolor
+0,6.179583876642222,3.054000000017111,4.92489437712993,1.6656675372272327,Iris-virginica
+1,6.1796938754872635,3.0540000015246043,4.926910508364731,1.6665338081246939,Iris-virginica
+2,5.108947716173037,3.054000000027187,4.899491302855479,1.6654274751353961,Iris-versicolor
+3,6.179366488685688,3.0540000000498853,4.899493524995146,1.6654274752341076,Iris-versicolor
+4,6.179416929177885,3.05400000000918,4.916246914491108,1.6654565435681425,Iris-virginica
+5,6.179505390059526,3.0540000000276826,4.9236581585554955,1.6655294070537872,Iris-virginica
+6,6.179366488623527,3.0540000000258867,4.899491436236451,1.665427475142907,Iris-versicolor
+7,5.108947716173299,3.0540000000630614,4.899491366474795,1.6654274751390907,Iris-versicolor
+8,6.17936648862971,3.0540000000310905,4.899491771546146,1.6654274751580662,Iris-versicolor
+9,5.108947716173172,3.054000000024845,4.899491340574311,1.6654274751362454,Iris-versicolor
+10,5.108947716173049,3.0540000000281666,4.899491306985641,1.6654274751357172,Iris-versicolor
+11,6.179368970973363,3.0540000001881493,4.9030159580934685,1.6654340665903065,Iris-versicolor
+12,6.179366499178832,3.054000000119374,4.899571196446383,1.665427509590738,Iris-versicolor
+13,5.108947716173301,3.0540000000356344,4.899491364863473,1.6654274751390514,Iris-versicolor
+14,6.184340426540202,3.054000000032909,4.996733342610374,1.667453519269646,Iris-virginica
+15,6.179366489528776,3.054000000153214,4.899504476797653,1.6654274775336593,Iris-versicolor
+16,6.186348675773674,3.054000000147174,5.002168491407815,1.6704784185281225,Iris-virginica
+17,6.179366488623912,3.054000000042666,4.899491463399667,1.6654274751450344,Iris-versicolor
+18,6.192790987396663,3.054000000013408,5.016391429622734,1.671201490263834,Iris-virginica
+19,6.185321329534633,3.0540000001923087,5.010515964910023,1.6687314536713487,Iris-virginica
+20,6.1828145899869655,3.0540000002860563,4.96541522590764,1.6704771407921308,Iris-virginica
+21,6.179366592679547,3.0540000000090854,4.900001691625768,1.6654278247967609,Iris-versicolor
+22,6.17936648862847,3.054000000044268,4.899491736308532,1.6654274751593918,Iris-versicolor
+23,6.179661934688887,3.054000000012145,4.931143827715969,1.665593274430398,Iris-virginica
diff --git a/iris/lct_gan/0/18/test.csv b/iris/lct_gan/0/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/18/train.csv b/iris/lct_gan/0/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/18/val.csv b/iris/lct_gan/0/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/19/synth.csv b/iris/lct_gan/0/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2cf8cba843e5ab9291141a851c5b972c2ea4233
--- /dev/null
+++ b/iris/lct_gan/0/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367578065478,3.0540000000313094,4.901979816372268,1.665428442183434,Iris-versicolor
+1,5.1089477161730406,3.0540000000291743,4.899491303777816,1.6654274751354987,Iris-versicolor
+2,6.188420646427134,3.054000000066189,5.036354614817083,1.6687420087575922,Iris-virginica
+3,5.108947716173055,3.0540000000297334,4.899491308867595,1.6654274751358036,Iris-versicolor
+4,6.179366948972751,3.054000000185172,4.900653496839672,1.6654284647368327,Iris-versicolor
+5,6.179366488624226,3.0540000000251633,4.899491506959627,1.6654274751425342,Iris-versicolor
+6,6.179366488632804,3.054000000054817,4.89949193183158,1.6654274751603,Iris-versicolor
+7,5.108947716173099,3.0540000000371132,4.899491324867195,1.665427475136371,Iris-versicolor
+8,6.17943124643607,3.0540000009093107,4.913919842815274,1.6657082495388826,Iris-virginica
+9,6.193338862351664,3.0540000000101717,5.051382899920999,1.669248221411588,Iris-virginica
+10,6.179366489446471,3.0540000000179126,4.899505114541304,1.6654274765818742,Iris-versicolor
+11,6.179366492753955,3.0540000000086254,4.8995355532323295,1.6654274820852457,Iris-versicolor
+12,6.185578563311858,3.054000000005474,5.023980594472532,1.666571195666763,Iris-virginica
+13,5.108947716173328,3.0540000000226297,4.8994913636677095,1.665427475138823,Iris-versicolor
+14,6.179572699018589,3.054000004998813,4.919304845425637,1.6671640614964254,Iris-virginica
+15,6.1794073848202205,3.0540000020236753,4.910718806237906,1.6657087930252936,Iris-versicolor
+16,6.179368278005484,3.054000000079348,4.902439368007519,1.665429834900917,Iris-versicolor
+17,6.19182981106859,3.054000000020598,5.032205532180277,1.6698869299453303,Iris-virginica
+18,6.184352417662239,3.0540000001408423,4.986304148861872,1.6688231433617389,Iris-virginica
+19,6.179371539471132,3.054000000022118,4.905409436806496,1.6654402091029514,Iris-versicolor
+20,6.179366756220931,3.0540000000105887,4.900424802473129,1.6654281998562181,Iris-versicolor
+21,5.108947716173314,3.0540000000230316,4.899491364901915,1.6654274751367673,Iris-versicolor
+22,5.108947716174624,3.0540000000686747,4.899491520206855,1.665427475147106,Iris-versicolor
+23,6.193081242337536,3.0540000000123295,5.022108620237061,1.6700718839634117,Iris-virginica
+24,6.190413320692362,3.0540000000198755,5.050681616219328,1.668227069529743,Iris-virginica
+25,6.179366488624849,3.0540000000252596,4.899491542447909,1.6654274751429574,Iris-versicolor
+26,6.179367855260919,3.0540000000163308,4.902427648509354,1.6654286581221316,Iris-versicolor
+27,6.191380867140616,3.054000000011371,5.019770278332314,1.6688161643457293,Iris-virginica
+28,5.108947716173282,3.0540000000278327,4.899491363374444,1.6654274751379032,Iris-versicolor
+29,6.179366488623922,3.0540000000276564,4.8994914764112565,1.6654274751407097,Iris-versicolor
+30,6.180592590872334,3.054000000005622,4.959111026616292,1.6658002511948569,Iris-virginica
+31,6.179368406032039,3.054000000040819,4.9031424222091555,1.6654316043603858,Iris-versicolor
+0,5.108947716173082,3.054000000027678,4.899491317908239,1.6654274751362008,Iris-versicolor
+1,6.179366488631965,3.054000000117061,4.899491859435936,1.6654274751826779,Iris-versicolor
+2,6.192015284260257,3.0540000000129273,5.055337738778902,1.668247302252825,Iris-virginica
+3,6.194680369086013,3.0540000000035876,5.081865002955657,1.6674879783778536,Iris-virginica
+4,6.187221150775215,3.0540000000751566,4.9954236197561706,1.6707214322497626,Iris-virginica
+5,6.179366575475681,3.0540000000108765,4.899903251827734,1.6654277055878515,Iris-versicolor
+6,5.108947716173063,3.0540000000305723,4.899491312928668,1.6654274751358298,Iris-versicolor
+7,5.108947716173115,3.0540000000326146,4.899491328144024,1.665427475136348,Iris-versicolor
+8,6.184023248307647,3.0540000000100473,5.0160105712391685,1.6664364648705678,Iris-virginica
+9,6.17936648866358,3.054000000042787,4.8994930485624035,1.6654274752692866,Iris-versicolor
+10,6.179401930740878,3.0540000001047063,4.911576085447501,1.665497470886631,Iris-versicolor
+11,6.180905382631905,3.0540000000212424,4.97136935240951,1.665926481763664,Iris-virginica
+12,6.182113966354485,3.054000000005522,4.977449891827178,1.6661780261471155,Iris-virginica
+13,6.188453811209559,3.0540000000201912,5.039975458432206,1.6678180418912634,Iris-virginica
+14,6.1862672878498675,3.0540000003449066,4.984620540189085,1.6755625683752273,Iris-virginica
+15,5.108947716173107,3.054000000027496,4.899491324118234,1.6654274751367926,Iris-versicolor
+16,5.1089477161731445,3.054000000024607,4.899491331896736,1.6654274751372533,Iris-versicolor
+17,5.108947716173064,3.0540000000278384,4.899491311379895,1.6654274751360085,Iris-versicolor
+18,6.1793664889616275,3.054000000025474,4.899499096570429,1.6654274755272256,Iris-versicolor
+19,6.179366488635482,3.054000000167625,4.899492007134851,1.665427475199702,Iris-versicolor
+20,6.1932784866914155,3.054000000010203,5.032396536686839,1.6700205436911326,Iris-virginica
+21,6.1815450592663375,3.054000000555947,4.961035279455577,1.6683213532321903,Iris-virginica
+22,6.192848437695821,3.054000000010368,5.0647369064570205,1.6682498297883528,Iris-virginica
+23,6.179366523176313,3.05400000001569,4.899706818887181,1.665427502815288,Iris-versicolor
+24,6.185401812520715,3.054000000074573,5.009787091112655,1.6681160688153902,Iris-virginica
+25,5.108947716173103,3.054000000025377,4.899491322338145,1.6654274751366744,Iris-versicolor
+26,6.179707388266792,3.0540000001397187,4.9291892051351285,1.6659690174643214,Iris-virginica
+27,6.189185482641874,3.0540000000370284,5.015156553970569,1.6691314678265368,Iris-virginica
+28,6.189529405688408,3.054000000011581,5.050606049873817,1.6675390264388852,Iris-virginica
+29,6.191337563988084,3.054000000025928,5.0168478668586545,1.6706354475098735,Iris-virginica
+30,6.179366488677646,3.054000000013877,4.89949323156296,1.6654274752264533,Iris-versicolor
+31,5.1089477161730805,3.05400000002685,4.899491319301731,1.6654274751357647,Iris-versicolor
+0,6.179381764600137,3.0540000004887005,4.907576192250983,1.6654990721158183,Iris-versicolor
+1,6.179498563494386,3.054000000013923,4.925442842843482,1.665488368209323,Iris-virginica
+2,6.18927561388156,3.0540000000590095,5.014093047081428,1.6708259859642567,Iris-virginica
+3,6.179423497492849,3.054000000004771,4.915632482997415,1.6654647072708453,Iris-virginica
+4,6.190841670663892,3.054000000034051,5.031601476676223,1.669933080562169,Iris-virginica
+5,6.179366511117287,3.0540000000237617,4.899631217928005,1.6654275019211093,Iris-versicolor
+6,6.190244668326963,3.0540000000272256,5.0529420905194495,1.668391675816268,Iris-virginica
+7,6.179654932598159,3.054000000555448,4.926292388915703,1.6661322641426874,Iris-virginica
+8,6.18900265942578,3.0540000000523926,5.012207878126573,1.6700767192133055,Iris-virginica
+9,6.179366605047157,3.0540000000348857,4.899957576668315,1.665427706372947,Iris-versicolor
+10,6.181401971740264,3.0540000007164703,4.95592639667193,1.6690213313070663,Iris-virginica
+11,6.18992689365818,3.054000000048887,5.019868694680018,1.670121355959732,Iris-virginica
+12,6.179366488631082,3.054000000111083,4.8994918264608165,1.66542747517376,Iris-versicolor
+13,6.180856682969002,3.0540000000062233,4.956099772783259,1.6661305858142357,Iris-virginica
+14,6.179366488626135,3.0540000000329366,4.899491612467771,1.6654274751499283,Iris-versicolor
+15,6.191535145776369,3.054000000021004,5.027566619036695,1.6687931630587214,Iris-virginica
+16,6.181151422859324,3.054000000072371,4.95958838780058,1.6667549442369805,Iris-virginica
+17,6.179366565296285,3.0540000000298724,4.899877347835239,1.6654276087846067,Iris-versicolor
+18,6.1793664887402295,3.0540000001405225,4.899494784715688,1.6654274754522584,Iris-versicolor
+19,6.18065201505819,3.054000000013652,4.956093087875666,1.6659445678148312,Iris-virginica
+20,6.181458450869737,3.0540000000332004,4.970170946711583,1.666285172140383,Iris-virginica
+21,6.179366491016542,3.0540000000629934,4.899520680006675,1.6654274784003518,Iris-versicolor
+22,6.179477588333797,3.0540000000179615,4.919745022202279,1.6655301718971003,Iris-virginica
+23,6.179366671492975,3.0540000000254306,4.900227172564188,1.6654276561074945,Iris-versicolor
+24,6.192840159398017,3.0540000000114254,5.04798440296104,1.6692804294940036,Iris-virginica
+25,6.192385204396802,3.054000000015843,5.027507824367671,1.6701838177961648,Iris-virginica
+26,6.179366488623217,3.054000000029218,4.899491424927279,1.665427475139995,Iris-versicolor
+27,5.108947716173041,3.054000000029962,4.899491304405661,1.6654274751355111,Iris-versicolor
+28,6.185231058859243,3.0540000007046526,4.978659447375655,1.6763792247902485,Iris-virginica
+29,5.108947716173085,3.054000000029643,4.899491318498128,1.6654274751362612,Iris-versicolor
+30,6.1793664899781495,3.0540000000647973,4.899510697208547,1.665427476581102,Iris-versicolor
+31,6.189816657881375,3.0540000000513827,5.009620787621053,1.6722568455435556,Iris-virginica
+0,6.179668306464866,3.0540000013149333,4.926384583109006,1.666415868769647,Iris-virginica
+1,6.1797919351936415,3.054000000077895,4.936584348202487,1.6657653039888496,Iris-virginica
+2,6.185420731854343,3.0540000000774024,5.000604948427996,1.6685001063767047,Iris-virginica
+3,6.179861088985121,3.054000000002489,4.935221990299445,1.6657711547645904,Iris-virginica
+4,6.179431376999089,3.054000000206626,4.914119992950792,1.6656148784740492,Iris-virginica
+5,5.10894771617304,3.0540000000290566,4.899491303415048,1.6654274751354692,Iris-versicolor
+6,6.1896218989689356,3.0540000000469765,5.024307398280578,1.669696541980759,Iris-virginica
+7,6.179366489231906,3.0540000000189753,4.899501714118168,1.665427475965613,Iris-versicolor
+8,6.179367527946325,3.0540000000079717,4.9019241069850805,1.6654302332672306,Iris-versicolor
+9,5.1089477161731764,3.0540000000338297,4.899491343851048,1.665427475137008,Iris-versicolor
+10,6.194646746954477,3.05400000000758,5.042959391066668,1.6689722296217193,Iris-virginica
+11,6.179366488622557,3.054000000023328,4.899491365181417,1.6654274751390268,Iris-versicolor
+12,6.179366491941514,3.054000000253284,4.8995223283206455,1.6654274805395333,Iris-versicolor
+13,6.179366554501507,3.054000000585734,4.89973330564482,1.665427834244392,Iris-versicolor
+14,6.179366488639622,3.0540000000798333,4.89949216131004,1.6654274751752849,Iris-versicolor
+15,6.179366644517732,3.054000000117159,4.900050775073174,1.6654277456007387,Iris-versicolor
+16,6.183593859540115,3.054000000103567,4.97701878720179,1.6686552177348892,Iris-virginica
+17,6.180540789723615,3.054000000063363,4.955004335923894,1.6661173191075351,Iris-virginica
+18,6.180003464909789,3.054000001126439,4.935290086932964,1.6671689740303826,Iris-virginica
+19,6.179366489483889,3.054000000025691,4.899504652398798,1.6654274766477093,Iris-versicolor
+20,6.18221679896683,3.054000000033082,4.963192797423979,1.667503510639342,Iris-virginica
+21,6.179366488632058,3.054000000036228,4.899491913741686,1.6654274751787428,Iris-versicolor
+22,6.1793664886237085,3.0540000000352383,4.899491471056521,1.6654274751445959,Iris-versicolor
+23,5.108947716173041,3.0540000000284846,4.899491304700912,1.6654274751355176,Iris-versicolor
diff --git a/iris/lct_gan/0/19/test.csv b/iris/lct_gan/0/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/19/train.csv b/iris/lct_gan/0/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/19/val.csv b/iris/lct_gan/0/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/2/synth.csv b/iris/lct_gan/0/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08111bfb9f2de923586c249687b08f7d09523383
--- /dev/null
+++ b/iris/lct_gan/0/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179416898589177,3.0540000000252725,4.913969462151591,1.6654892858811066,Iris-virginica
+1,6.179394555223903,3.0540000000487573,4.911329296512693,1.6654649521449665,Iris-versicolor
+2,6.1833380926265065,3.0540000000783576,4.971292547886541,1.6687990613213386,Iris-virginica
+3,6.186304881110281,3.0540000001104906,5.014263853036517,1.6688998525866177,Iris-virginica
+4,5.108947716173074,3.054000000029483,4.89949131673186,1.665427475136003,Iris-versicolor
+5,6.179366488633461,3.0540000000473664,4.899491949388985,1.6654274751772957,Iris-versicolor
+6,6.181871833986991,3.054000000653457,4.963779574724404,1.6691758366276883,Iris-virginica
+7,6.1937909393999275,3.0540000000077554,5.030605544259905,1.670020930315365,Iris-virginica
+8,6.179609904277367,3.054000000008532,4.930711516180231,1.665536536215501,Iris-virginica
+9,6.191810143662406,3.0540000000216603,5.027142286866801,1.6703752779496677,Iris-virginica
+10,6.182798814231306,3.054000000050031,4.971519159375172,1.6676260448276319,Iris-virginica
+11,6.179366488631446,3.054000000036429,4.899491907800621,1.6654274751790106,Iris-versicolor
+12,5.108947716173113,3.0540000000365604,4.899491327866434,1.6654274751366256,Iris-versicolor
+13,5.108947716173038,3.054000000028805,4.899491302604497,1.6654274751354292,Iris-versicolor
+14,6.179366827093933,3.054000000107622,4.900404719414534,1.6654280916972415,Iris-versicolor
+15,5.108947716173068,3.054000000030592,4.89949131396221,1.665427475135984,Iris-versicolor
+16,6.1801553163185075,3.0540000003068,4.943667483057091,1.6664140159912844,Iris-virginica
+17,5.108947716173967,3.054000000092656,4.89949145373726,1.6654274751452132,Iris-versicolor
+18,6.183023598879862,3.054000000063904,4.971700295982593,1.6679097546241315,Iris-virginica
+19,6.1848800632851635,3.0540000004509973,4.990742277147652,1.6713443205929992,Iris-virginica
+20,6.181411689363132,3.0540000002179126,4.955497824682253,1.6680044908155935,Iris-virginica
+21,6.17937033484298,3.054000000219487,4.90404994805141,1.6654376894858858,Iris-versicolor
+22,5.1089477161736845,3.0540000000476057,4.899491418392561,1.665427475141943,Iris-versicolor
+23,6.187787724755429,3.0540000001268424,5.006813814308444,1.6712366649123536,Iris-virginica
+24,6.179368143970019,3.05400000017264,4.902515181949438,1.6654330445598664,Iris-versicolor
+25,6.182654037093078,3.0540000003253076,4.985788429190049,1.6677673735213292,Iris-virginica
+26,5.108947716173112,3.054000000026944,4.8994913242951545,1.665427475136599,Iris-versicolor
+27,6.1793664886252895,3.05400000004021,4.899491573402136,1.6654274751501408,Iris-versicolor
+28,6.195703634739147,3.0540000000047196,5.1023138663849,1.6674427794357471,Iris-virginica
+29,6.179366688672358,3.054000000016109,4.900296015748754,1.6654277937677657,Iris-versicolor
+30,6.191293864838149,3.0540000000192866,5.01439331136859,1.671739343298841,Iris-virginica
+31,5.108947716173222,3.0540000000286422,4.899491347227073,1.6654274751378,Iris-versicolor
+0,6.191114928392331,3.054000000028475,5.034478313213928,1.6697313793526538,Iris-virginica
+1,6.179366488634324,3.0540000000218654,4.8994919481507235,1.6654274751564253,Iris-versicolor
+2,6.190436899270071,3.0540000000464693,5.045751668838731,1.6692940942951966,Iris-virginica
+3,5.1089477161730565,3.0540000000272083,4.899491309944395,1.6654274751357991,Iris-versicolor
+4,6.1941649491857,3.054000000008918,5.034338886927969,1.669395621492361,Iris-virginica
+5,6.179366491560087,3.0540000000172585,4.899525517617523,1.6654274800184985,Iris-versicolor
+6,6.1881780826804285,3.05400000018238,4.986302372890163,1.6796343871234094,Iris-virginica
+7,6.179373914611645,3.054000001003096,4.905299260117968,1.6654840354460327,Iris-versicolor
+8,6.194577047228638,3.054000000007349,5.043212579596712,1.6691351146555304,Iris-virginica
+9,6.179366488651832,3.05400000003394,4.899492586282207,1.665427475182711,Iris-versicolor
+10,6.185176481981375,3.054000000054119,4.9972503067130765,1.668254775968406,Iris-virginica
+11,6.179366490913311,3.054000000046399,4.8995192822478835,1.665427479089798,Iris-versicolor
+12,6.191413285942019,3.0540000000240224,5.026370114378907,1.6691624006199495,Iris-virginica
+13,6.179366490485747,3.0540000000368908,4.899515791756241,1.6654274774273583,Iris-versicolor
+14,6.184147653192202,3.0540000000208996,4.999494490850167,1.6670037242877576,Iris-virginica
+15,6.1793685882723945,3.0540000000188456,4.903063826862601,1.6654295157130516,Iris-versicolor
+16,6.1924322820738675,3.054000000016566,5.049455745494136,1.6690746153041256,Iris-virginica
+17,5.108947716173108,3.054000000025821,4.899491326812825,1.6654274751364868,Iris-versicolor
+18,6.18536992845524,3.0540000000887346,5.015568104146899,1.6679588991317826,Iris-virginica
+19,5.108947716173044,3.054000000028272,4.8994913063919,1.6654274751354863,Iris-versicolor
+20,5.1089477161730725,3.0540000000333496,4.8994913164137275,1.665427475135823,Iris-versicolor
+21,6.190673804715869,3.0540000000364493,5.014968726202134,1.6701869042647206,Iris-virginica
+22,6.180860361457193,3.054000000019977,4.9621389583244895,1.666071797366821,Iris-virginica
+23,6.179366488623867,3.054000000044108,4.899491471039954,1.6654274751437073,Iris-versicolor
+24,6.179387462369247,3.05400000017604,4.91061994433392,1.665460396230953,Iris-versicolor
+25,6.179422646112595,3.054000000082641,4.916331937573295,1.6654905661596726,Iris-virginica
+26,6.1907628399909145,3.0540000000336045,5.0514082262781095,1.6689492368991725,Iris-virginica
+27,6.179366488633435,3.0540000000662655,4.899491919977264,1.6654274751602227,Iris-versicolor
+28,6.18007360316092,3.0540000001070218,4.945307552282623,1.6659630558348897,Iris-virginica
+29,6.18119988774736,3.054000000076045,4.964443844424165,1.6665341971959151,Iris-virginica
+30,6.179366488634768,3.054000000028346,4.899491990923722,1.66542747515553,Iris-versicolor
+31,5.10894771617305,3.0540000000328535,4.899491307040507,1.6654274751357057,Iris-versicolor
+0,5.108947716173051,3.0540000000279424,4.899491309164551,1.6654274751356297,Iris-versicolor
+1,6.18636514313043,3.0540000000720497,5.002668852676412,1.6689244117898363,Iris-virginica
+2,6.1793664982693395,3.054000000014706,4.899568429905837,1.665427487863144,Iris-versicolor
+3,6.17936648864055,3.0540000000338754,4.899492215283396,1.66542747517784,Iris-versicolor
+4,6.179366488624993,3.0540000000340446,4.89949153398464,1.6654274751486644,Iris-versicolor
+5,6.192510580799631,3.054000000009851,5.036759598900829,1.669757299081652,Iris-virginica
+6,6.179366492924422,3.054000000172737,4.899529016956475,1.6654274804341485,Iris-versicolor
+7,6.188890652118342,3.0540000000863645,5.015361003333374,1.6712848714076265,Iris-virginica
+8,6.179420975645616,3.0540000000452467,4.9137637433442185,1.6655329993608117,Iris-virginica
+9,5.108947716173047,3.0540000000299323,4.899491306248876,1.6654274751356164,Iris-versicolor
+10,5.108947716173294,3.0540000000403564,4.899491361158865,1.6654274751385314,Iris-versicolor
+11,6.179366489118418,3.0540000000268,4.8995010255960025,1.6654274758070218,Iris-versicolor
+12,6.179366865610259,3.0540000000095024,4.900622174135303,1.6654283203167,Iris-versicolor
+13,6.179366488624232,3.0540000000250886,4.899491489834641,1.6654274751465372,Iris-versicolor
+14,6.19175185117159,3.0540000000152605,5.014939059970496,1.671476282621353,Iris-virginica
+15,6.179374975093031,3.054000000228906,4.906731782582854,1.6654503692099933,Iris-versicolor
+16,6.180930800192268,3.0540000000060896,4.956068705785204,1.6660082622708994,Iris-virginica
+17,5.1089477161733265,3.05400000002609,4.899491368469769,1.6654274751391245,Iris-versicolor
+18,6.179367178538483,3.054000000011477,4.901446411242742,1.6654281442888819,Iris-versicolor
+19,6.189079893559936,3.054000000070836,5.027206309396207,1.6700339274964435,Iris-virginica
+20,6.183164526546865,3.054000000553299,4.97562547486228,1.670197911636063,Iris-virginica
+21,6.1918945650099735,3.054000000007143,5.028485959546375,1.6684986793743952,Iris-virginica
+22,6.190478730678738,3.0540000000307876,5.0248739457624225,1.6698004553998471,Iris-virginica
+23,6.184843034042176,3.05400000024638,4.9953589906448785,1.6697962910327193,Iris-virginica
+24,6.193009886115522,3.0540000000162246,5.068405726321958,1.6686298006581761,Iris-virginica
+25,5.108947716173285,3.0540000000331045,4.8994913673953375,1.6654274751386267,Iris-versicolor
+26,6.191731889556068,3.054000000015353,5.05354111827261,1.6684648744278636,Iris-virginica
+27,6.179366488661951,3.0540000000462952,4.899493053793499,1.665427475270689,Iris-versicolor
+28,6.181501162117701,3.0540000000548897,4.975576535585553,1.666354265520414,Iris-virginica
+29,6.1914750671141725,3.0540000000263445,5.030825364532778,1.6702457706589247,Iris-virginica
+30,5.108947716173057,3.0540000000262846,4.899491311666906,1.6654274751354232,Iris-versicolor
+31,5.108947716173051,3.054000000024699,4.899491309088639,1.6654274751352873,Iris-versicolor
+0,6.183422775067433,3.054000000092226,5.006711720948893,1.666949018590198,Iris-virginica
+1,6.182329424148735,3.054000000037105,4.984545092658583,1.6666056888288983,Iris-virginica
+2,6.179366488655688,3.0540000000724907,4.899492638246121,1.6654274752041012,Iris-versicolor
+3,6.179366488974261,3.0540000000337546,4.899499201508368,1.665427475556493,Iris-versicolor
+4,6.179366488737433,3.0540000000747325,4.899494541617743,1.665427475371729,Iris-versicolor
+5,6.189568615008643,3.0540000000447076,5.022253987273452,1.6697219625240396,Iris-virginica
+6,6.189932575663158,3.0540000000450194,5.020155914329912,1.6705910913514972,Iris-virginica
+7,5.108947716173057,3.0540000000268743,4.899491310104281,1.6654274751358302,Iris-versicolor
+8,6.179366488629853,3.054000000039485,4.899491770894907,1.665427475164082,Iris-versicolor
+9,6.190120917047276,3.054000000019048,5.020118418814546,1.6690909497701132,Iris-virginica
+10,6.19165587060408,3.0540000000064063,5.030338348065682,1.6680919814731812,Iris-virginica
+11,6.180394214910561,3.0540000000423864,4.947924187078061,1.6661609528434433,Iris-virginica
+12,5.1089477161733186,3.0540000000225276,4.899491361820308,1.665427475138693,Iris-versicolor
+13,6.183412545366938,3.0540000000594745,4.990532818794219,1.667485565646884,Iris-virginica
+14,6.179479424603991,3.0540000000093666,4.92057135557386,1.6655546620302362,Iris-virginica
+15,6.188749007751816,3.0540000000423926,5.008183038468302,1.6695739229635236,Iris-virginica
+16,6.179366495680139,3.05400000028221,4.899543619309436,1.6654274862990337,Iris-versicolor
+17,5.108947716173043,3.05400000003125,4.899491304351549,1.6654274751355582,Iris-versicolor
+18,5.108947716173046,3.054000000028358,4.8994913057712095,1.6654274751355953,Iris-versicolor
+19,6.193743641414448,3.0540000000130414,5.020762045969907,1.6703044404783605,Iris-virginica
+20,5.108947716173072,3.0540000000277807,4.899491314648272,1.6654274751361127,Iris-versicolor
+21,6.179366488626574,3.054000000040803,4.899491620548145,1.6654274751459892,Iris-versicolor
+22,6.179366508828888,3.0540000000485454,4.899620729388993,1.6654274965561988,Iris-versicolor
+23,6.184661109489201,3.054000000160906,4.988051311057451,1.6695976921971871,Iris-virginica
diff --git a/iris/lct_gan/0/2/test.csv b/iris/lct_gan/0/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/2/train.csv b/iris/lct_gan/0/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/2/val.csv b/iris/lct_gan/0/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/20/synth.csv b/iris/lct_gan/0/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..48b638d470a801d7c10ffee14a9300ed52434c5d
--- /dev/null
+++ b/iris/lct_gan/0/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179411180181132,3.0540000000466434,4.91360889299411,1.6654931245820617,Iris-virginica
+1,6.18826183613097,3.0540000000809338,5.006554334836362,1.6703194119715796,Iris-virginica
+2,6.185702258120085,3.0540000000103396,5.031541218706566,1.6667015610349165,Iris-virginica
+3,6.179366566790656,3.0540000001367837,4.8998167744097785,1.6654277250755696,Iris-versicolor
+4,6.19310735167329,3.0540000000122944,5.030152771528989,1.669659813086512,Iris-virginica
+5,5.108947716173328,3.054000000034184,4.899491368695836,1.6654274751389657,Iris-versicolor
+6,6.185700241182613,3.0540000002004253,4.987678225676821,1.6714371401804737,Iris-virginica
+7,6.179366488632087,3.0540000000844154,4.899491862757493,1.66542747517052,Iris-versicolor
+8,5.108947716173153,3.054000000038355,4.899491338444092,1.6654274751371212,Iris-versicolor
+9,5.108947716173042,3.054000000030255,4.899491304411583,1.665427475135534,Iris-versicolor
+10,6.189776072330732,3.054000000055851,5.0446437376431925,1.6692653442158047,Iris-virginica
+11,6.192087287463941,3.0540000000171137,5.026924592757241,1.6705551169454675,Iris-virginica
+12,6.17936648862494,3.054000000031215,4.899491542835885,1.6654274751487101,Iris-versicolor
+13,6.180738692824053,3.054000000816224,4.952818802627133,1.6675986407960028,Iris-virginica
+14,6.179366488628685,3.0540000000294536,4.899491758724896,1.6654274751568803,Iris-versicolor
+15,6.180782512760167,3.054000000696042,4.945964236582094,1.6686867316881449,Iris-virginica
+16,6.182040530274637,3.0540000001029646,4.975128327852339,1.6671837312081648,Iris-virginica
+17,6.190418149350825,3.054000000045453,5.0374413594205505,1.6699632437776002,Iris-virginica
+18,6.179366719856033,3.0540000000271723,4.900380531180138,1.6654284112138313,Iris-versicolor
+19,6.179366488623028,3.0540000000239433,4.899491407464866,1.6654274751397768,Iris-versicolor
+20,6.179366726317296,3.0540000000940504,4.90026033235769,1.6654280121367497,Iris-versicolor
+21,5.108947716173041,3.0540000000287986,4.899491304763334,1.6654274751354805,Iris-versicolor
+22,5.108947716173037,3.0540000000279974,4.899491302454857,1.6654274751354037,Iris-versicolor
+23,6.179366488785333,3.0540000001411722,4.899495453512324,1.665427475447297,Iris-versicolor
+24,5.10894771617304,3.054000000027684,4.899491304664472,1.6654274751354199,Iris-versicolor
+25,5.108947716173414,3.054000000024909,4.899491382684355,1.6654274751391815,Iris-versicolor
+26,5.108947716173051,3.0540000000267242,4.899491309341101,1.6654274751355376,Iris-versicolor
+27,6.183691796390565,3.0540000006594847,4.970603058137835,1.6731963734234916,Iris-virginica
+28,6.179366488762949,3.054000000057737,4.8994949653763635,1.6654274754858214,Iris-versicolor
+29,5.108947716173448,3.0540000000437026,4.899491387468243,1.6654274751395786,Iris-versicolor
+30,6.187665601387597,3.0540000000097702,5.011662929962619,1.6675766172849416,Iris-virginica
+31,6.192222124579351,3.0540000000124836,5.028860401919473,1.6702867895323916,Iris-virginica
+0,6.184298746070686,3.0540000000038034,4.9827063428515865,1.6670138317789642,Iris-virginica
+1,6.179366491129331,3.05400000012471,4.899520730214199,1.6654274817461006,Iris-versicolor
+2,6.182524475178976,3.0540000000779957,4.9888055925064085,1.6668554962071451,Iris-virginica
+3,6.179366745863868,3.0540000000484526,4.900385300195716,1.6654277968004647,Iris-versicolor
+4,6.190981526070324,3.0540000000316536,5.004136305581329,1.6732638377207203,Iris-virginica
+5,6.190932818389868,3.05400000003245,5.038956600972637,1.6696034968624822,Iris-virginica
+6,6.193148078053994,3.0540000000117717,5.032709670515465,1.6701309554968444,Iris-virginica
+7,6.1893218688879665,3.054000000003069,5.0636532385369355,1.666677564435209,Iris-virginica
+8,6.179382193155232,3.054000000006423,4.91046426931385,1.6654366126459232,Iris-versicolor
+9,6.186074255848634,3.0540000000756424,5.000095869889816,1.6687837607081244,Iris-virginica
+10,6.189169572330759,3.05400000005219,5.0204071642992885,1.669585602848958,Iris-virginica
+11,6.190299557192221,3.0540000000374374,5.01554369078933,1.671707291415878,Iris-virginica
+12,6.1894054215510925,3.0540000000646175,4.997784398937291,1.675385556467169,Iris-virginica
+13,6.1793664915691116,3.0540000000313614,4.899528679583162,1.665427477766341,Iris-versicolor
+14,5.108947716173044,3.054000000028403,4.899491305456971,1.665427475135566,Iris-versicolor
+15,6.190746800004594,3.0540000000319467,5.010018405174262,1.671904549301541,Iris-virginica
+16,5.108947716173037,3.0540000000263383,4.899491303328582,1.6654274751353828,Iris-versicolor
+17,5.108947716173308,3.054000000023971,4.8994913668547735,1.6654274751386298,Iris-versicolor
+18,6.179366488680009,3.0540000002268353,4.899493196665135,1.6654274753144183,Iris-versicolor
+19,6.192787911445011,3.0540000000126057,5.04031191752306,1.6696871908130113,Iris-virginica
+20,6.185391702734927,3.054000000144255,4.994907374796942,1.6696852136460505,Iris-virginica
+21,6.188804926349754,3.0540000000199545,5.017666052022009,1.668536625441661,Iris-virginica
+22,5.108947716173041,3.0540000000268703,4.899491304469937,1.6654274751355085,Iris-versicolor
+23,6.188600766682088,3.0540000000118623,5.023264039915537,1.6676583473230324,Iris-virginica
+24,6.184646276318907,3.0540000000204115,5.001849216719267,1.6671029747657475,Iris-virginica
+25,5.1089477161730485,3.0540000000293372,4.899491308299097,1.6654274751355838,Iris-versicolor
+26,6.18472153604348,3.054000000208896,4.990931812100159,1.6695265827022903,Iris-virginica
+27,6.191400865009421,3.0540000000247236,5.021158800550948,1.670604633395418,Iris-virginica
+28,6.190876062480521,3.0540000000217886,5.026707136277697,1.669239476281403,Iris-virginica
+29,5.108947716173038,3.0540000000272065,4.89949130339554,1.6654274751354174,Iris-versicolor
+30,5.108947716173107,3.054000000050956,4.899491323905919,1.6654274751367928,Iris-versicolor
+31,5.108947716173046,3.0540000000291903,4.89949130612929,1.6654274751356024,Iris-versicolor
+0,6.180343365759119,3.0540000000342,4.947018088188426,1.6660995813954211,Iris-virginica
+1,6.179366488623751,3.0540000000333203,4.899491475736341,1.6654274751421294,Iris-versicolor
+2,6.1793664886231285,3.054000000027487,4.899491420057442,1.6654274751422655,Iris-versicolor
+3,5.1089477161731205,3.0540000000260976,4.899491330302155,1.6654274751363713,Iris-versicolor
+4,6.181472115917412,3.0540000003244883,4.959936096796729,1.6678276542750667,Iris-virginica
+5,5.108947716173041,3.0540000000298284,4.899491304658745,1.665427475135499,Iris-versicolor
+6,6.190198138632218,3.0540000000385614,5.002355993998332,1.6738179346831288,Iris-virginica
+7,6.191426274377936,3.054000000020999,5.0239875732909365,1.670733962055978,Iris-virginica
+8,6.179366515469166,3.0540000000155065,4.899665220834176,1.6654275155701246,Iris-versicolor
+9,6.179366488623283,3.0540000000273144,4.899491437202348,1.6654274751403606,Iris-versicolor
+10,6.179622201482563,3.054000000015281,4.929901347903249,1.6655743276764057,Iris-virginica
+11,6.190685580758331,3.054000000035113,5.02578652007003,1.6704260684651269,Iris-virginica
+12,5.108947716173087,3.054000000028904,4.899491319369351,1.6654274751363425,Iris-versicolor
+13,6.17937039277552,3.0540000000095286,4.905021951359487,1.6654363570335675,Iris-versicolor
+14,6.179366494481435,3.0540000000551957,4.899545230774632,1.6654274801433586,Iris-versicolor
+15,6.179385193772114,3.054000000007839,4.9094683009403575,1.6654574608767012,Iris-virginica
+16,6.191964203384102,3.0540000000188434,5.031801023356565,1.6700435441624775,Iris-virginica
+17,6.192508165773221,3.0540000000166634,5.052577678634451,1.6691799161658707,Iris-virginica
+18,6.179366488629996,3.05400000001793,4.89949180868929,1.6654274751490552,Iris-versicolor
+19,5.108947716173035,3.0540000000289944,4.8994913017221124,1.6654274751353686,Iris-versicolor
+20,6.179366488862223,3.054000000483158,4.899496210096174,1.665427475868138,Iris-versicolor
+21,6.179367056647302,3.0540000000382674,4.901098381661032,1.665429685940473,Iris-versicolor
+22,5.108947716173055,3.054000000027307,4.899491308665417,1.6654274751357823,Iris-versicolor
+23,6.188848838139139,3.0540000000871608,5.010479532476313,1.6723637088076575,Iris-virginica
+24,6.19386293423747,3.054000000008193,5.099522551639748,1.6673752633439218,Iris-virginica
+25,6.179366488675965,3.054000000038514,4.899493250769025,1.6654274752031535,Iris-versicolor
+26,6.188890557999241,3.0540000000362815,5.029984016696155,1.6689319982708184,Iris-virginica
+27,6.17991306965731,3.054000000663945,4.9379079286387535,1.6662988158362977,Iris-virginica
+28,6.185716442914351,3.054000000021762,4.995104507656582,1.6679234914075787,Iris-virginica
+29,6.179366489958517,3.054000000022905,4.899513215045817,1.6654274766704344,Iris-versicolor
+30,5.108947716173049,3.0540000000301735,4.899491308139719,1.665427475135687,Iris-versicolor
+31,6.179366488622748,3.0540000000323504,4.899491383094504,1.6654274751403104,Iris-versicolor
+0,5.108947716173204,3.054000000028957,4.8994913442851065,1.6654274751378588,Iris-versicolor
+1,6.185165299586426,3.054000000185781,5.0038763946231635,1.6688541452825854,Iris-virginica
+2,6.183372289581738,3.0540000003789785,4.9784383326445285,1.6692923508156676,Iris-virginica
+3,5.108947716173046,3.0540000000298817,4.899491306234603,1.6654274751355995,Iris-versicolor
+4,6.182437531788094,3.0540000000050704,4.972574536816352,1.6663991925408885,Iris-virginica
+5,6.187693366522347,3.054000000089985,5.003375370491886,1.670186394883216,Iris-virginica
+6,5.108947716173302,3.0540000000393888,4.899491365246106,1.6654274751380984,Iris-versicolor
+7,6.180425084058398,3.0540000024592486,4.942968706977444,1.668645737284566,Iris-virginica
+8,6.190501279523765,3.0540000000422154,5.009058279849502,1.6721527171972834,Iris-virginica
+9,6.191927135796295,3.054000000003968,5.061240455902549,1.6674119816345505,Iris-virginica
+10,6.17936652985584,3.0540000005558197,4.899670051712215,1.6654276724737112,Iris-versicolor
+11,5.108947716173165,3.054000000035795,4.8994913390486525,1.6654274751372296,Iris-versicolor
+12,5.108947716173085,3.05400000003466,4.899491320014483,1.6654274751363443,Iris-versicolor
+13,6.192845347800598,3.0540000000112433,5.036727581382705,1.6692495505343448,Iris-virginica
+14,6.184366671825768,3.0540000000557046,4.987728878391041,1.6680999615115306,Iris-virginica
+15,6.190030599660923,3.054000000027689,5.015819041445201,1.6697087699916875,Iris-virginica
+16,6.183649237824697,3.05400000043043,4.979146426322223,1.6704048987492452,Iris-virginica
+17,5.10894771617307,3.054000000027556,4.899491314587004,1.6654274751358937,Iris-versicolor
+18,5.108947716173045,3.0540000000269836,4.899491306207131,1.6654274751355602,Iris-versicolor
+19,6.179366489007836,3.0540000000630783,4.899499455043694,1.6654274758610355,Iris-versicolor
+20,6.1793665137270155,3.0540000000659693,4.899638838467149,1.665427499132485,Iris-versicolor
+21,6.180075936922457,3.054000000008958,4.952462357601138,1.665641727026473,Iris-virginica
+22,6.1905605647968,3.0540000000355665,5.027337781330006,1.670615407894992,Iris-virginica
+23,6.194912869757892,3.0540000000024135,5.041115357118497,1.667619807045317,Iris-virginica
diff --git a/iris/lct_gan/0/20/test.csv b/iris/lct_gan/0/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/20/train.csv b/iris/lct_gan/0/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/20/val.csv b/iris/lct_gan/0/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/21/synth.csv b/iris/lct_gan/0/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ab007fb20510045de8ac9d2eb2dd5700ec80dc7
--- /dev/null
+++ b/iris/lct_gan/0/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.189887336445862,3.054000000017387,5.045165535640721,1.6681412273269522,Iris-virginica
+1,5.108947716173212,3.0540000000343483,4.899491349632315,1.6654274751375575,Iris-versicolor
+2,5.108947716173072,3.0540000000338203,4.899491314936357,1.6654274751359912,Iris-versicolor
+3,6.179366488623178,3.054000000036698,4.899491417059405,1.6654274751419538,Iris-versicolor
+4,6.179575047638744,3.0540000000362273,4.924489863616152,1.6656559962848818,Iris-virginica
+5,6.1825763295747045,3.0540000000173158,4.989246146051697,1.6664407699395523,Iris-virginica
+6,6.179366488628316,3.0540000000329584,4.899491700855078,1.6654274751594087,Iris-versicolor
+7,6.192544007721181,3.054000000016474,5.051014073120417,1.669110455533602,Iris-virginica
+8,6.17936649033511,3.0540000000262038,4.899514030558547,1.6654274787452605,Iris-versicolor
+9,6.186621106648382,3.054000000332906,4.98907020603755,1.6750143531582615,Iris-virginica
+10,6.179366577189553,3.0540000001325436,4.899857990564378,1.6654279501541827,Iris-versicolor
+11,6.190088885877132,3.0540000000346463,5.021017860936985,1.6690482171888144,Iris-virginica
+12,6.179774293134645,3.0540000000058987,4.930665681727282,1.6657842559936724,Iris-virginica
+13,6.179366491909644,3.0540000012774557,4.89951852104954,1.665427485533911,Iris-versicolor
+14,6.19028264294403,3.0540000000395295,5.01221391893175,1.6702888649867362,Iris-virginica
+15,6.179366488686811,3.054000000059546,4.899493593545379,1.6654274752467138,Iris-versicolor
+16,6.184137184708063,3.0540000002086924,4.981167338297768,1.6697632526054333,Iris-virginica
+17,6.179366502691059,3.054000000046439,4.899581981912992,1.6654274892368777,Iris-versicolor
+18,6.181161955483888,3.0540000000114977,4.958766306755625,1.6663031241679338,Iris-virginica
+19,6.179366492201085,3.0540000000167193,4.8995339480266615,1.6654274780468818,Iris-versicolor
+20,6.1857569169164295,3.0540000001381618,4.995315166666946,1.6695087359972165,Iris-virginica
+21,6.192565564481168,3.054000000013603,5.015921685105845,1.6713404727030914,Iris-virginica
+22,5.108947716173036,3.054000000026352,4.899491303105075,1.6654274751353715,Iris-versicolor
+23,5.1089477161733035,3.0540000000354097,4.899491366837466,1.6654274751380573,Iris-versicolor
+24,5.108947716173049,3.0540000000286978,4.899491308349398,1.6654274751356526,Iris-versicolor
+25,6.179366488815783,3.054000000034312,4.899496301224984,1.6654274754123188,Iris-versicolor
+26,6.189750999699444,3.0540000000547485,5.0151052383936685,1.6714481773235133,Iris-virginica
+27,5.108947716173102,3.0540000000306313,4.899491322468441,1.6654274751365297,Iris-versicolor
+28,6.190523168837908,3.0540000000404324,5.049908418170307,1.6691053751769955,Iris-virginica
+29,6.181316203269492,3.0540000000084593,4.961703507571153,1.6662092497753445,Iris-virginica
+30,6.179387148193642,3.0540000057982604,4.9078718219711295,1.6656326719188823,Iris-versicolor
+31,6.188102522471911,3.054000000098113,5.005750482515105,1.6712061240449823,Iris-virginica
+0,6.1878825738021925,3.0540000001934375,4.9913119826073595,1.6767741304484587,Iris-virginica
+1,6.179366488635079,3.0540000000351295,4.8994920615375,1.6654274751636005,Iris-versicolor
+2,6.179366490794612,3.0540000000267007,4.899520442620932,1.6654274775502422,Iris-versicolor
+3,6.183115145740542,3.054000000032761,4.982030904541011,1.6670746115145039,Iris-virginica
+4,6.179373472029918,3.05400000000571,4.907064731159209,1.6654324956975675,Iris-versicolor
+5,6.188282015266192,3.0540000000716128,5.007646157218095,1.6703771299123673,Iris-virginica
+6,6.179366488673786,3.054000000058571,4.89949311349566,1.6654274752183338,Iris-versicolor
+7,6.1793664887165916,3.0540000001355243,4.899494257470843,1.6654274755039682,Iris-versicolor
+8,6.18845785623936,3.0540000000426732,5.01261046089646,1.6693005351775831,Iris-virginica
+9,6.179629092591184,3.0540000001525236,4.933142571312265,1.6656234234991751,Iris-virginica
+10,6.17936648978746,3.0540000000139482,4.899507676683821,1.6654274766146837,Iris-versicolor
+11,6.179366531145109,3.054000000050519,4.899704272523255,1.665427514855483,Iris-versicolor
+12,6.179478446211972,3.054000000534553,4.920933841405033,1.6656166370815768,Iris-virginica
+13,5.108947716173152,3.054000000033415,4.899491336666806,1.6654274751366653,Iris-versicolor
+14,6.18263238168233,3.0540000006323673,4.985287780264064,1.6682650145774298,Iris-virginica
+15,6.179380197502129,3.0540000011936392,4.907323021699526,1.6654975952816014,Iris-versicolor
+16,5.108947716173813,3.0540000000417282,4.899491440068826,1.6654274751404272,Iris-versicolor
+17,6.194002422927998,3.0540000000078438,5.028178929057141,1.6698442340688635,Iris-virginica
+18,5.1089477161730485,3.0540000000279637,4.899491307062261,1.6654274751356286,Iris-versicolor
+19,6.17938280349418,3.0540000001540117,4.908618322600375,1.6654679690209055,Iris-versicolor
+20,6.184567062546329,3.054000000562937,4.980073227163762,1.6728135518117013,Iris-virginica
+21,6.185216360244405,3.0540000002157606,4.98718261700857,1.6711807018703757,Iris-virginica
+22,6.179366488644187,3.0540000000596144,4.8994923450907475,1.6654274751902658,Iris-versicolor
+23,6.1914743643582195,3.0540000000215413,5.025661976927262,1.670668820358964,Iris-virginica
+24,6.190400569994322,3.0540000000392364,5.017042110637558,1.6708687821672648,Iris-virginica
+25,6.192031599632094,3.0540000000094487,5.042129086772429,1.6685674093765874,Iris-virginica
+26,6.179366894866566,3.054000000126533,4.900558023019917,1.6654286105166691,Iris-versicolor
+27,5.10894771617304,3.0540000000283416,4.899491303403209,1.6654274751354703,Iris-versicolor
+28,6.184760675994452,3.05400000040421,4.981437411065885,1.6721808041427069,Iris-virginica
+29,6.179389805469165,3.054000000846466,4.910715376236209,1.6654878006162486,Iris-versicolor
+30,5.108947716173172,3.054000000027825,4.899491341756685,1.6654274751374984,Iris-versicolor
+31,6.191862630050466,3.054000000015335,5.039709325319639,1.6696974987533846,Iris-virginica
+0,6.179366905214884,3.054000000023795,4.9007932780073,1.6654289870083407,Iris-versicolor
+1,6.181402719638527,3.054000000209625,4.964285945531071,1.667200147240446,Iris-virginica
+2,6.191584539480494,3.0540000000114365,5.026395553297604,1.6683738601063858,Iris-virginica
+3,6.18711794674101,3.0540000001334486,5.013704371920976,1.6697324996656984,Iris-virginica
+4,6.1935042358864605,3.054000000010987,5.044447980536284,1.6692968936503982,Iris-virginica
+5,6.17936648862693,3.0540000000897183,4.89949162272574,1.665427475156728,Iris-versicolor
+6,6.187097163849185,3.054000000007714,5.016826642746054,1.6673435840150055,Iris-virginica
+7,5.1089477161730485,3.0540000000289327,4.899491306997027,1.6654274751357183,Iris-versicolor
+8,6.180837492955812,3.054000000226952,4.9568757223377435,1.6667862995437948,Iris-virginica
+9,5.108947716173041,3.0540000000280196,4.899491304719706,1.6654274751354687,Iris-versicolor
+10,5.108947716173331,3.0540000000355483,4.899491372450986,1.6654274751389522,Iris-versicolor
+11,6.179452349790361,3.0540000001528353,4.918464518460076,1.6655441256660062,Iris-virginica
+12,6.179380085658082,3.054000000011611,4.907933176634584,1.6654588299064046,Iris-versicolor
+13,5.108947716173248,3.054000000030819,4.899491355943394,1.6654274751371665,Iris-versicolor
+14,5.108947716173062,3.054000000027077,4.899491311471633,1.66542747513586,Iris-versicolor
+15,6.180780697132994,3.054000000677888,4.949465402216384,1.6679898247881446,Iris-virginica
+16,6.179510907432331,3.0540000000021372,4.9221259921180955,1.6655751370816791,Iris-virginica
+17,5.108947716173044,3.0540000000293324,4.899491305976907,1.6654274751355207,Iris-versicolor
+18,6.190438562040852,3.0540000000384473,5.031866484172919,1.670139765472233,Iris-virginica
+19,6.192384307825219,3.054000000019908,5.058021307071458,1.6690263574220876,Iris-virginica
+20,5.108947716173041,3.0540000000290055,4.899491303781481,1.665427475135484,Iris-versicolor
+21,6.191995029829754,3.054000000022456,5.020757530999578,1.6703756992395749,Iris-virginica
+22,6.179366488742803,3.0540000000403293,4.899494642109127,1.665427475430216,Iris-versicolor
+23,5.108947716173082,3.0540000000287764,4.89949131690746,1.6654274751363505,Iris-versicolor
+24,6.188342760431057,3.0540000001343905,4.996464226615747,1.6748185965002351,Iris-virginica
+25,6.179433846715886,3.0540000000717646,4.918801863973428,1.665480425615,Iris-virginica
+26,5.108947716173101,3.054000000031383,4.899491321779043,1.665427475136526,Iris-versicolor
+27,6.188797872297441,3.054000000081595,5.019070995725525,1.6705618963279731,Iris-virginica
+28,6.186636624447987,3.054000000120375,4.998535509901544,1.6705647438072881,Iris-virginica
+29,6.179371161716795,3.0540000000392196,4.9058722368988015,1.6654314187317507,Iris-versicolor
+30,6.188664653333386,3.054000000084587,5.025798576666698,1.6699871806299973,Iris-virginica
+31,6.179841721627144,3.054000000007062,4.942207318514942,1.665587507056193,Iris-virginica
+0,5.108947716173043,3.0540000000287417,4.899491305837317,1.6654274751354794,Iris-versicolor
+1,5.108947716173164,3.0540000000286147,4.899491339597554,1.6654274751374094,Iris-versicolor
+2,6.1793664886837725,3.0540000000215937,4.899493381639733,1.665427475236396,Iris-versicolor
+3,6.189538078589257,3.0540000000583323,5.020696572646711,1.670659569109926,Iris-virginica
+4,6.179367597516266,3.0540000000331697,4.901823452498735,1.6654294398374805,Iris-versicolor
+5,6.179369121100444,3.054000000037364,4.90366192207428,1.6654330732574216,Iris-versicolor
+6,6.17936648862285,3.0540000000264733,4.899491393941564,1.6654274751402451,Iris-versicolor
+7,6.190329684367813,3.0540000000377376,5.012498449610396,1.6718057818999257,Iris-virginica
+8,6.179366488708311,3.0540000000205008,4.899494274774049,1.6654274752316098,Iris-versicolor
+9,6.179455137692901,3.0540000044036026,4.9142881443284505,1.6661480071510875,Iris-virginica
+10,6.182565784749516,3.0540000000162366,4.972369568419562,1.6668415254303928,Iris-virginica
+11,6.179366489244745,3.0540000000176817,4.899503321420778,1.6654274767087696,Iris-versicolor
+12,6.179366488679723,3.0540000000160017,4.89949330685459,1.665427475223304,Iris-versicolor
+13,6.190443738591399,3.054000000040038,5.0475581697510075,1.6689201373082119,Iris-virginica
+14,6.179366625811675,3.0540000000840575,4.899976643057366,1.665427718920635,Iris-versicolor
+15,5.108947716173976,3.054000000056757,4.899491454542876,1.6654274751437348,Iris-versicolor
+16,6.192634557267982,3.0540000000155363,5.051895655471027,1.6690244756876906,Iris-virginica
+17,6.180955406236827,3.0540000000369383,4.9610900656814145,1.6662546682327388,Iris-virginica
+18,6.192160142619783,3.0540000000029375,5.088439750275158,1.6668577160338298,Iris-virginica
+19,5.108947716173043,3.054000000032228,4.8994913046462125,1.665427475135559,Iris-versicolor
+20,6.179378619716321,3.054000000009498,4.908524733112397,1.6654376430496531,Iris-versicolor
+21,6.179366518099687,3.054000000057897,4.899667550893229,1.6654275415580173,Iris-versicolor
+22,6.189681880723318,3.0540000000289975,5.0487466700292645,1.668361928588935,Iris-virginica
+23,6.179370249918602,3.054000000015573,4.90436698714177,1.6654327157063158,Iris-versicolor
diff --git a/iris/lct_gan/0/21/test.csv b/iris/lct_gan/0/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/21/train.csv b/iris/lct_gan/0/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/21/val.csv b/iris/lct_gan/0/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/22/synth.csv b/iris/lct_gan/0/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e33fa7186d1def280ad5b495c22ee5e3f905cd64
--- /dev/null
+++ b/iris/lct_gan/0/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488747491,3.0540000000436214,4.899494712996759,1.6654274753061928,Iris-versicolor
+1,5.108947716173617,3.0540000000346152,4.899491413748678,1.6654274751393825,Iris-versicolor
+2,5.108947716173113,3.054000000037213,4.899491327411729,1.6654274751364322,Iris-versicolor
+3,6.182430164702622,3.054000000007214,4.994858235410726,1.6660902846221957,Iris-virginica
+4,6.193689925203469,3.054000000009622,5.047165604962377,1.6690759603323095,Iris-virginica
+5,6.190889306083777,3.054000000022082,5.0144884384165795,1.6715643701402951,Iris-virginica
+6,6.182873838658128,3.0540000000629504,4.997107434791867,1.666819336237797,Iris-virginica
+7,6.1834696059433005,3.0540000000077363,4.991643882953934,1.6666003068809203,Iris-virginica
+8,5.108947716173043,3.054000000027059,4.899491305996743,1.6654274751354645,Iris-versicolor
+9,6.179366498545588,3.0540000000191454,4.89957558032692,1.6654275088256465,Iris-versicolor
+10,6.179452502227356,3.0540000001022296,4.918210362213053,1.6655360646476205,Iris-virginica
+11,6.192825508888497,3.054000000007931,5.0308115944986165,1.668309472081926,Iris-virginica
+12,5.108947716173332,3.0540000000310927,4.899491365244054,1.6654274751389966,Iris-versicolor
+13,6.180568579956792,3.0540000005178665,4.942007312208118,1.6682513149066462,Iris-virginica
+14,6.179601421880551,3.0540000001156726,4.928159935728747,1.6656769974644088,Iris-virginica
+15,6.17936648862978,3.0540000000215475,4.899491799173138,1.665427475158831,Iris-versicolor
+16,6.1875655437200745,3.0540000000598826,5.01947908150634,1.6689445757933157,Iris-virginica
+17,6.179667846022024,3.054000000008618,4.935607119769902,1.6655402912727708,Iris-virginica
+18,6.191709999544746,3.0540000000175067,5.010634742398159,1.6720678299318767,Iris-virginica
+19,6.181405026427971,3.0540000001827945,4.961024905029293,1.6672317982250753,Iris-virginica
+20,6.182837668339083,3.054000000155196,4.986058064218661,1.6674319421301271,Iris-virginica
+21,6.179366494253205,3.0540000000160976,4.899550527318834,1.6654274812999654,Iris-versicolor
+22,6.179366488624869,3.0540000000404195,4.899491555734927,1.665427475149869,Iris-versicolor
+23,5.108947716173041,3.054000000029666,4.899491304031083,1.6654274751355203,Iris-versicolor
+24,5.108947716173052,3.0540000000302405,4.899491308518985,1.6654274751357467,Iris-versicolor
+25,5.108947716173048,3.0540000000296654,4.8994913064347445,1.6654274751356481,Iris-versicolor
+26,6.1793716590808225,3.0540000000098875,4.9056918077096885,1.665433009303951,Iris-versicolor
+27,6.17945028517786,3.0540000000089296,4.916864244445669,1.6655265555789982,Iris-virginica
+28,5.108947716173043,3.05400000002835,4.89949130482349,1.6654274751355742,Iris-versicolor
+29,5.108947716173109,3.0540000000273633,4.899491326755907,1.6654274751358897,Iris-versicolor
+30,6.179366488648491,3.0540000000755567,4.899492398763627,1.6654274752167193,Iris-versicolor
+31,6.188825851465998,3.054000000125298,4.996219111252871,1.6755438415698438,Iris-virginica
+0,6.179366489316263,3.0540000001054435,4.899502225885757,1.6654274769358783,Iris-versicolor
+1,5.108947716173102,3.054000000040365,4.899491324672834,1.6654274751363514,Iris-versicolor
+2,6.188510370514562,3.0540000000658236,5.025892578098817,1.6694378838439765,Iris-virginica
+3,6.180406159670227,3.054000000105605,4.953301160295207,1.6661523043183373,Iris-virginica
+4,5.108947716173044,3.0540000000300918,4.899491305164194,1.6654274751355966,Iris-versicolor
+5,6.192030199697617,3.0540000000153404,5.058290967113757,1.6683973707748982,Iris-virginica
+6,5.108947716173048,3.054000000027299,4.89949130746208,1.6654274751356213,Iris-versicolor
+7,6.1896662402202915,3.0540000000387795,5.023066706946409,1.6698672043606797,Iris-virginica
+8,6.184898547579392,3.0540000002406136,4.98678453670217,1.6704534368115023,Iris-virginica
+9,6.181208967800467,3.0540000005570263,4.9553787220161984,1.6683037812016106,Iris-virginica
+10,6.185595853339273,3.0540000000258405,4.985215490711423,1.6687056772951114,Iris-virginica
+11,6.1909051905992865,3.0540000000269854,5.031864495584879,1.6695285798529929,Iris-virginica
+12,6.179366492945414,3.054000000023294,4.89953706663667,1.6654274806218388,Iris-versicolor
+13,5.1089477161730406,3.0540000000299012,4.89949130372301,1.6654274751354816,Iris-versicolor
+14,6.18805891604672,3.0540000001208476,5.010193676072308,1.6709874158553872,Iris-virginica
+15,6.183618944372027,3.054000000244479,4.987377936375974,1.6687808963038033,Iris-virginica
+16,6.181616809568512,3.0540000000495557,4.961020934106636,1.6671036310685388,Iris-virginica
+17,6.1837837193790595,3.0540000005144465,4.972112959267952,1.6723305521092455,Iris-virginica
+18,6.1883832163064945,3.0540000000410017,5.0438872612432855,1.668089564867813,Iris-virginica
+19,6.187407507989251,3.0540000000577354,5.041077974164718,1.6679321406973686,Iris-virginica
+20,6.18758053654425,3.054000000027046,5.034188942387034,1.667659299609512,Iris-virginica
+21,5.108947716173252,3.0540000000297987,4.899491356157224,1.6654274751382738,Iris-versicolor
+22,5.108947716173118,3.0540000000325875,4.899491330782064,1.665427475136243,Iris-versicolor
+23,6.185174060331769,3.05400000044785,4.987187538451298,1.672699078412392,Iris-virginica
+24,6.186978857533776,3.054000000102376,5.016969270783824,1.6692727851009528,Iris-virginica
+25,6.181119759450853,3.0540000000294416,4.964658749507733,1.6663491872029648,Iris-virginica
+26,6.179370878128537,3.0540000000152534,4.905274641179166,1.6654403064440388,Iris-versicolor
+27,5.108947716173045,3.0540000000280876,4.899491305897272,1.665427475135615,Iris-versicolor
+28,6.193679290442252,3.05400000000742,5.062558564594995,1.6682872020367419,Iris-virginica
+29,6.179368288775156,3.0540000000286844,4.902920227199464,1.6654315214829776,Iris-versicolor
+30,5.108947716173108,3.054000000025184,4.89949132407679,1.6654274751367664,Iris-versicolor
+31,6.17936648863527,3.0540000000626284,4.899491982546832,1.6654274751867941,Iris-versicolor
+0,6.179570737833612,3.0540000001643492,4.926340834172132,1.6656859799015298,Iris-virginica
+1,6.191547061951715,3.054000000026165,5.0563373231933815,1.6688583129123649,Iris-virginica
+2,5.108947716173058,3.054000000030993,4.899491309596416,1.6654274751358837,Iris-versicolor
+3,6.188454299234526,3.054000000091989,5.0117648232126815,1.6707350574913031,Iris-virginica
+4,6.17936650179912,3.0540000000946383,4.899582269057405,1.6654274979917068,Iris-versicolor
+5,6.182719016223126,3.054000000030149,4.9951844013697775,1.6665550742927178,Iris-virginica
+6,5.108947716173161,3.054000000027394,4.8994913380658724,1.6654274751371427,Iris-versicolor
+7,5.108947716173334,3.054000000060875,4.899491375831573,1.665427475139978,Iris-versicolor
+8,6.179368110272432,3.0540000000222656,4.902346392527367,1.6654303164779931,Iris-versicolor
+9,6.184922195874953,3.0540000001852436,5.010188573280357,1.6683627882976713,Iris-virginica
+10,5.108947716173058,3.0540000000278904,4.899491310361132,1.6654274751358789,Iris-versicolor
+11,6.193925917345401,3.054000000008549,5.042834435198081,1.6689463837102168,Iris-virginica
+12,6.179366488691606,3.0540000000296703,4.899493672263146,1.6654274753053362,Iris-versicolor
+13,5.108947716173538,3.0540000000623033,4.899491403155774,1.6654274751399734,Iris-versicolor
+14,6.187266657709064,3.0540000000243293,5.012754402152747,1.6680687534318765,Iris-virginica
+15,6.183131946348634,3.0540000000077554,4.981700398707433,1.666684755013793,Iris-virginica
+16,6.179405515346899,3.054000000192138,4.910538386428926,1.665589935526908,Iris-virginica
+17,6.189958201854194,3.0540000000061247,5.0523757556539355,1.6672893336612808,Iris-virginica
+18,6.179368163192129,3.054000000016587,4.902783545774709,1.665434575796969,Iris-versicolor
+19,6.18925192724118,3.0540000000771186,4.999908192203497,1.673519869422844,Iris-virginica
+20,6.179366488675894,3.0540000000558853,4.899493191854649,1.6654274752034204,Iris-versicolor
+21,6.1793907435964,3.054000000007578,4.911251484407183,1.6654469899136637,Iris-virginica
+22,6.187486339359407,3.0540000001325094,5.002583380911231,1.6710449877925093,Iris-virginica
+23,5.108947716173046,3.0540000000286813,4.899491306023494,1.6654274751356002,Iris-versicolor
+24,6.191123604081893,3.0540000000195326,5.044743367154669,1.6687749770378655,Iris-virginica
+25,6.185894604794828,3.054000000166261,4.9860460388891,1.6716535053782806,Iris-virginica
+26,5.108947716173161,3.054000000042083,4.899491337512688,1.6654274751372746,Iris-versicolor
+27,6.179366488677549,3.0540000000208978,4.89949348174982,1.6654274752030478,Iris-versicolor
+28,6.179366574388685,3.0540000000308734,4.899870159429505,1.665427671739607,Iris-versicolor
+29,6.179940301973373,3.0540000004251517,4.934941180406597,1.6665540827524594,Iris-virginica
+30,6.179437909049876,3.0540000000062,4.917292716380602,1.6654700434779748,Iris-virginica
+31,5.108947716173048,3.054000000029315,4.899491307657858,1.6654274751356268,Iris-versicolor
+0,6.1793665099401505,3.0540000000212553,4.899639316634048,1.6654274914974483,Iris-versicolor
+1,6.179995528839494,3.0540000003140375,4.936606469681074,1.6664962720300123,Iris-virginica
+2,6.179380629619371,3.0540000000468743,4.908731995733205,1.6654538881965664,Iris-versicolor
+3,5.108947716173047,3.0540000000328664,4.899491306025803,1.6654274751356302,Iris-versicolor
+4,6.193436009996023,3.0540000000101513,5.038976436825663,1.669833941626086,Iris-virginica
+5,6.184950743941187,3.054000000020626,4.998132220495027,1.6673579143971555,Iris-virginica
+6,6.179919312673131,3.0540000012212607,4.935288498563901,1.6667662175144407,Iris-virginica
+7,6.181821021001684,3.0540000000834495,4.963721236555149,1.66740264494482,Iris-virginica
+8,6.190095077519611,3.0540000000495806,5.021145480763135,1.6705881831052933,Iris-virginica
+9,6.188572387333057,3.0540000001548555,4.9876871868298425,1.6789243476422828,Iris-virginica
+10,6.189350426017521,3.054000000046392,5.02439383307267,1.6697027769082537,Iris-virginica
+11,6.189526126857806,3.054000000027465,5.02288810922812,1.6691919141598508,Iris-virginica
+12,6.191098985313825,3.05400000002766,5.028309938237748,1.6699991035829873,Iris-virginica
+13,6.187222862348493,3.0540000001887786,4.998763603451073,1.6725067026772418,Iris-virginica
+14,6.179379156342256,3.0540000001361216,4.907848833611985,1.6654572126061085,Iris-versicolor
+15,6.179366488640077,3.0540000000237093,4.899492206170343,1.6654274751602687,Iris-versicolor
+16,6.179366488644889,3.054000000025349,4.8994923335748375,1.6654274751716094,Iris-versicolor
+17,6.189016441948037,3.0540000001008263,4.994317508306291,1.6766140590439507,Iris-virginica
+18,6.193143309352885,3.0540000000116447,5.019975152927782,1.6704659796683248,Iris-virginica
+19,6.185349416765862,3.054000000007402,4.995212147801011,1.6671107727073464,Iris-virginica
+20,6.180336047040407,3.054000000062806,4.950383204384372,1.6660448982305505,Iris-virginica
+21,5.108947716173232,3.054000000030514,4.899491349419542,1.6654274751379068,Iris-versicolor
+22,6.179432617601041,3.0540000001230223,4.918716725202943,1.6654860729338166,Iris-virginica
+23,6.179366488930684,3.0540000000354515,4.899497851082298,1.6654274758150436,Iris-versicolor
diff --git a/iris/lct_gan/0/22/test.csv b/iris/lct_gan/0/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/22/train.csv b/iris/lct_gan/0/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/22/val.csv b/iris/lct_gan/0/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/23/synth.csv b/iris/lct_gan/0/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa9db75cd2b9bc48e8e47c8631f6fa6b3cfbddc3
--- /dev/null
+++ b/iris/lct_gan/0/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490125956,3.05400000019713,4.899508297685523,1.6654274780223528,Iris-versicolor
+1,5.1089477161730406,3.054000000028344,4.899491304457702,1.6654274751354974,Iris-versicolor
+2,6.179366985509476,3.054000000017691,4.90095865237726,1.6654297928434958,Iris-versicolor
+3,6.17936652280157,3.0540000003509995,4.899662446940975,1.6654276940253165,Iris-versicolor
+4,6.179366488625009,3.0540000000200678,4.899491543083618,1.6654274751412557,Iris-versicolor
+5,6.179380200640795,3.0540000002017593,4.908065386472121,1.6654660027092716,Iris-versicolor
+6,6.179369665290154,3.054000000055734,4.9040168256318735,1.6654354716577346,Iris-versicolor
+7,6.1793667392887786,3.0540000001516416,4.900262723460885,1.665427920450839,Iris-versicolor
+8,5.108947716173035,3.0540000000259804,4.899491302460794,1.6654274751353573,Iris-versicolor
+9,5.108947716173052,3.0540000000299083,4.899491308024853,1.6654274751357705,Iris-versicolor
+10,6.1793708285406925,3.0540000003190455,4.904344739813075,1.6654535518646452,Iris-versicolor
+11,6.190632763210472,3.054000000026394,5.017238780744006,1.6694566094258656,Iris-virginica
+12,6.192822294895498,3.0540000000082546,5.052397179876024,1.6684107449961696,Iris-virginica
+13,6.191312419547408,3.054000000024823,5.051032295590693,1.6688229657511342,Iris-virginica
+14,6.1795681336975266,3.0540000003712517,4.921664513061085,1.6660006084467458,Iris-virginica
+15,6.181374295321481,3.054000000759885,4.958727141576716,1.6686800834234565,Iris-virginica
+16,6.1878180589930425,3.05400000002131,5.010283450191486,1.6683139714826054,Iris-virginica
+17,6.187445580211311,3.0540000001056566,5.038468346328081,1.6684758330633456,Iris-virginica
+18,6.180381530183039,3.05400000027765,4.947502575146523,1.666607163649447,Iris-virginica
+19,5.108947716173373,3.0540000000614413,4.899491372358626,1.6654274751397322,Iris-versicolor
+20,6.179366489090432,3.0540000002748813,4.899499005751542,1.6654274762173678,Iris-versicolor
+21,5.108947716173075,3.0540000000310283,4.899491315857644,1.6654274751362934,Iris-versicolor
+22,6.179366488918385,3.0540000001104244,4.89949771889938,1.6654274756580427,Iris-versicolor
+23,6.17936648863159,3.054000000020163,4.899491871340777,1.6654274751584874,Iris-versicolor
+24,6.182125769064026,3.0540000003461865,4.960062290842774,1.669833031754079,Iris-virginica
+25,5.108947716173074,3.054000000025357,4.899491317351876,1.6654274751355924,Iris-versicolor
+26,6.189330815082797,3.0540000000597507,5.00224912927817,1.6715950476312083,Iris-virginica
+27,5.108947716173145,3.054000000038231,4.899491335069848,1.6654274751371816,Iris-versicolor
+28,6.184835506257055,3.0540000009142374,4.9827331575230165,1.6753478524478802,Iris-virginica
+29,5.108947716173154,3.054000000037457,4.8994913352563305,1.6654274751370421,Iris-versicolor
+30,6.180419243445307,3.0540000002184375,4.946327716707287,1.6666458922433436,Iris-virginica
+31,6.180681436863409,3.0540000012344692,4.949461084228832,1.6680451022654232,Iris-virginica
+0,6.179366489279216,3.054000000039667,4.899502991459664,1.6654274757273215,Iris-versicolor
+1,6.182387902786217,3.054000000395499,4.968465626159318,1.6690781728180277,Iris-virginica
+2,6.179366656848535,3.0540000000480316,4.900160848726812,1.6654279773741452,Iris-versicolor
+3,5.108947716173347,3.0540000000269765,4.899491375490633,1.665427475137739,Iris-versicolor
+4,5.108947716173064,3.0540000000333403,4.899491313633046,1.6654274751358578,Iris-versicolor
+5,5.108947716173041,3.0540000000282075,4.8994913045735204,1.6654274751355078,Iris-versicolor
+6,6.188877677625996,3.0540000000459315,5.0204057135054985,1.6695853120651207,Iris-virginica
+7,5.108947716173145,3.0540000000389247,4.899491333426027,1.6654274751371871,Iris-versicolor
+8,6.1806307854492255,3.054000000038675,4.95248516382938,1.6662215723521947,Iris-virginica
+9,6.190630375374024,3.054000000027576,5.014635806547854,1.6696233594785064,Iris-virginica
+10,6.190060664090448,3.0540000000377523,5.041145248473309,1.6689177914616036,Iris-virginica
+11,6.192152917061552,3.0540000000221443,5.058319895441656,1.6690208198864045,Iris-virginica
+12,6.185798061604249,3.054000000085346,5.012289247647244,1.6684406665714555,Iris-virginica
+13,6.1804195390490015,3.054000000027317,4.956322081917893,1.6659191739845118,Iris-virginica
+14,6.192063379817969,3.0540000000194234,5.031107531418094,1.6695942578483884,Iris-virginica
+15,6.1793708473723425,3.0540000001228185,4.904563773327355,1.665443161195021,Iris-versicolor
+16,6.179370298242469,3.0540000002805114,4.904120559732893,1.6654381517349766,Iris-versicolor
+17,6.1926800035472995,3.0540000000172802,5.060981789375263,1.668848284744379,Iris-virginica
+18,6.190806290248116,3.054000000024661,5.038745022709311,1.6691433622313236,Iris-virginica
+19,6.190795861154563,3.054000000047918,5.000686999571611,1.6742821969765829,Iris-virginica
+20,6.17937184470086,3.0540000000096827,4.906386506167673,1.6654318989317984,Iris-versicolor
+21,5.108947716173131,3.0540000000259915,4.89949133278249,1.6654274751363354,Iris-versicolor
+22,5.108947716173135,3.0540000000328016,4.899491332940388,1.6654274751369609,Iris-versicolor
+23,5.108947716173161,3.0540000000261984,4.899491338173479,1.6654274751372737,Iris-versicolor
+24,6.182467331986958,3.054000000037693,4.996813242576991,1.6664011273953343,Iris-virginica
+25,6.1793664886261155,3.0540000000257868,4.899491595454187,1.6654274751523435,Iris-versicolor
+26,5.108947716173163,3.0540000000284024,4.899491338045554,1.6654274751370655,Iris-versicolor
+27,6.186596650322911,3.054000000071745,5.008000188423388,1.6689084941276098,Iris-virginica
+28,6.1794013959477585,3.0540000001297574,4.911430320537166,1.6655018509966057,Iris-versicolor
+29,6.189009592866209,3.054000000114284,4.993683905385608,1.676288009203941,Iris-virginica
+30,6.179366489373436,3.0540000001605154,4.899504141787696,1.6654274786679275,Iris-versicolor
+31,6.179366489206998,3.05400000005393,4.89950203041061,1.6654274759217542,Iris-versicolor
+0,6.180939021670022,3.0540000000155945,4.959725906792978,1.6660956690681412,Iris-virginica
+1,6.19293965932272,3.054000000010643,5.034770635655773,1.669864417240422,Iris-virginica
+2,6.179459687338339,3.0540000000447263,4.9191239620817875,1.6655248497665287,Iris-virginica
+3,6.189514907163806,3.0540000000699923,5.004469369064304,1.673461719180699,Iris-virginica
+4,6.182996008039742,3.054000000003276,4.980787911947727,1.6664919843958232,Iris-virginica
+5,6.1804641616118925,3.0540000000306216,4.947244405766247,1.666217196779345,Iris-virginica
+6,6.179366488925002,3.0540000000535623,4.899497532504747,1.6654274759386467,Iris-versicolor
+7,5.108947716173039,3.0540000000259235,4.899491304117931,1.6654274751354148,Iris-versicolor
+8,6.18531505074484,3.0540000001159147,4.98003139177387,1.6708354766103668,Iris-virginica
+9,6.180842545234286,3.0540000003803955,4.955768610340423,1.6671044447942767,Iris-virginica
+10,6.179366488622678,3.0540000000208796,4.899491372638593,1.6654274751392997,Iris-versicolor
+11,6.1882838593033895,3.0540000000219414,5.043469820343894,1.6675989336189974,Iris-virginica
+12,6.192137717175354,3.054000000022231,5.068197174714643,1.6685510019087668,Iris-virginica
+13,6.179367017312927,3.0540000000507965,4.9008570342777436,1.6654285874442212,Iris-versicolor
+14,6.179406121486436,3.054000000028561,4.913522933462051,1.6654670474906539,Iris-virginica
+15,5.1089477161730565,3.0540000000266563,4.899491310959223,1.6654274751357583,Iris-versicolor
+16,6.18140463687947,3.054000000090315,4.968733385161478,1.6666280355463987,Iris-virginica
+17,6.179366488625123,3.0540000000323837,4.899491566461144,1.665427475146344,Iris-versicolor
+18,6.181225423828072,3.054000000014116,4.9637889611100885,1.666171319715464,Iris-virginica
+19,5.10894771617304,3.054000000030221,4.899491303652884,1.6654274751354692,Iris-versicolor
+20,6.1794469375498995,3.0540000000461673,4.915271102458494,1.6656198572551306,Iris-virginica
+21,6.188583303754398,3.0540000000286165,5.029536209181917,1.6685470954950432,Iris-virginica
+22,6.179366546211183,3.054000000018645,4.899790040055732,1.665427614855182,Iris-versicolor
+23,6.188310955843934,3.0540000000668264,5.022444579054194,1.6693515349105856,Iris-virginica
+24,6.185171142639643,3.054000000013118,5.01849905779434,1.6667654485482062,Iris-virginica
+25,6.191675798755034,3.0540000000234753,5.04503720292452,1.669596216662933,Iris-virginica
+26,6.179520539618149,3.0540000000108862,4.92765750145092,1.6654907001769166,Iris-virginica
+27,6.179366569793457,3.0540000000216985,4.899910483274595,1.6654278721025477,Iris-versicolor
+28,6.191410665945123,3.0540000000035437,5.028671210905149,1.6675119837459376,Iris-virginica
+29,5.1089477161730725,3.054000000030933,4.899491315362816,1.665427475136144,Iris-versicolor
+30,6.19383648746731,3.0540000000079535,5.024323382025954,1.6701106626186206,Iris-virginica
+31,6.179366489034541,3.054000000029307,4.899499532400014,1.6654274756384457,Iris-versicolor
+0,6.179366490444987,3.0540000001387275,4.8995123878857845,1.665427477861461,Iris-versicolor
+1,6.189166451062504,3.0540000000242955,5.0400614930053225,1.6682223299163286,Iris-virginica
+2,5.108947716173074,3.054000000032133,4.899491315296948,1.6654274751361828,Iris-versicolor
+3,5.108947716173047,3.054000000029403,4.8994913068631565,1.6654274751356066,Iris-versicolor
+4,6.188120113680449,3.054000000087324,5.025758179563752,1.6695447854442365,Iris-virginica
+5,6.186073994406687,3.054000000010356,4.992122657411483,1.6679269830566987,Iris-virginica
+6,6.1793664887031925,3.0540000000636804,4.899493902269516,1.6654274753395277,Iris-versicolor
+7,6.184972057734457,3.0540000001686596,4.991491562112825,1.669841346214233,Iris-virginica
+8,6.179374161421694,3.054000000095852,4.907492498802544,1.6654369053526221,Iris-versicolor
+9,6.191201254431628,3.0540000000221394,5.043824677000827,1.6690244744641962,Iris-virginica
+10,6.179366490652114,3.054000000156659,4.899515609552058,1.665427479592172,Iris-versicolor
+11,6.179366488632224,3.054000000025699,4.899491890674322,1.6654274751650708,Iris-versicolor
+12,6.1821415964108954,3.0540000000376852,4.974101653615884,1.6667428592729396,Iris-virginica
+13,6.191828723470091,3.0540000000144834,5.0290571595738225,1.6702001037302077,Iris-virginica
+14,6.179366488623796,3.0540000000245713,4.899491473735296,1.665427475141465,Iris-versicolor
+15,6.192827724521849,3.054000000004932,5.058292042702256,1.6677634424338015,Iris-virginica
+16,6.1794618063688915,3.0540000002998315,4.918468891165065,1.6656086474336982,Iris-virginica
+17,6.1893033594953115,3.0540000000944167,4.9937137779801555,1.6762542016065047,Iris-virginica
+18,6.189190107724207,3.0540000000271257,5.015476766672343,1.668850935648926,Iris-virginica
+19,6.1793694040694795,3.054000000554455,4.90320457496553,1.6654387723525141,Iris-versicolor
+20,5.1089477161730406,3.0540000000292786,4.899491304230587,1.6654274751355045,Iris-versicolor
+21,6.192173057154776,3.054000000021873,5.019947300188382,1.6699157134669025,Iris-virginica
+22,6.179985797360202,3.0540000001863317,4.941455822965266,1.6660426807998758,Iris-virginica
+23,6.192726644790609,3.054000000015086,5.055775615859784,1.6687436056217082,Iris-virginica
diff --git a/iris/lct_gan/0/23/test.csv b/iris/lct_gan/0/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/23/train.csv b/iris/lct_gan/0/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/23/val.csv b/iris/lct_gan/0/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/24/synth.csv b/iris/lct_gan/0/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98d848fd5905722fe65a75755fcdcb500a5ffc72
--- /dev/null
+++ b/iris/lct_gan/0/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187590734174532,3.0540000002496694,4.985674004083283,1.6794915694370196,Iris-virginica
+1,6.191279999351647,3.0540000000191965,5.054014552308191,1.6683913332378344,Iris-virginica
+2,5.10894771617347,3.054000000034856,4.899491396593873,1.6654274751398574,Iris-versicolor
+3,5.108947716173085,3.054000000030317,4.8994913186341575,1.665427475136245,Iris-versicolor
+4,6.184626943209825,3.054000000307726,4.980133478879999,1.6718134046779087,Iris-virginica
+5,6.18536119489986,3.0540000003018872,5.006640306875264,1.66959294218407,Iris-virginica
+6,6.184922729913703,3.0540000001611185,4.995519384653155,1.6691586754873136,Iris-virginica
+7,6.179366502822704,3.054000000080147,4.899586533066449,1.6654275061236417,Iris-versicolor
+8,5.108947716173102,3.0540000000327105,4.899491323870757,1.6654274751366989,Iris-versicolor
+9,6.1793664886238595,3.0540000000322163,4.899491478497714,1.6654274751450109,Iris-versicolor
+10,6.179366488639768,3.0540000000349363,4.899492185135084,1.6654274751866316,Iris-versicolor
+11,6.192287685853467,3.0540000000151237,5.051523564384416,1.6688428705777152,Iris-virginica
+12,5.108947716173081,3.0540000000328273,4.899491319728665,1.6654274751359286,Iris-versicolor
+13,6.185772485610067,3.0540000003332586,4.988569306974703,1.673331345248085,Iris-virginica
+14,6.179624243017366,3.054000000513243,4.926281070222773,1.6659932091094287,Iris-virginica
+15,6.183286208252102,3.0540000000908107,4.976588458000669,1.668122684453561,Iris-virginica
+16,6.180671476360973,3.054000000016916,4.946338703968878,1.6664189300546097,Iris-virginica
+17,6.18648479569757,3.054000000156451,4.997718356552738,1.6713027699072969,Iris-virginica
+18,6.18240784488074,3.0540000000427425,4.98933983481274,1.6665486921380628,Iris-virginica
+19,6.191074268940764,3.0540000000205136,5.026018384432729,1.6705014092115122,Iris-virginica
+20,6.181500272169314,3.0540000000330974,4.957380511028769,1.6670709620346056,Iris-virginica
+21,5.108947716173042,3.0540000000322483,4.899491304552629,1.6654274751355411,Iris-versicolor
+22,6.185548625768825,3.0540000000626395,5.031250021880592,1.6672718572671807,Iris-virginica
+23,6.192269722351597,3.054000000006637,5.040862856464819,1.6682924657135936,Iris-virginica
+24,6.188428109026064,3.054000000065482,5.023074436175394,1.6695480497273125,Iris-virginica
+25,6.179423523048799,3.0540000000477785,4.917885070169658,1.6654659292231389,Iris-virginica
+26,6.189953542610112,3.0540000000520533,5.0043445757846765,1.673126029836093,Iris-virginica
+27,6.188549532426657,3.054000000049871,5.002071913566035,1.670266789884994,Iris-virginica
+28,5.108947716173066,3.054000000028424,4.899491313341243,1.6654274751359615,Iris-versicolor
+29,5.108947716173039,3.0540000000291436,4.899491303428987,1.6654274751354443,Iris-versicolor
+30,5.108947716173035,3.054000000028888,4.899491301720822,1.6654274751353715,Iris-versicolor
+31,5.108947716173083,3.0540000000262113,4.8994913193077965,1.665427475135703,Iris-versicolor
+0,5.108947716173052,3.0540000000328025,4.899491309454083,1.6654274751355955,Iris-versicolor
+1,6.193778274454846,3.0540000000117455,5.095233504922735,1.6677760048665344,Iris-virginica
+2,6.179366488879622,3.0540000000792262,4.8994966364547885,1.6654274755497627,Iris-versicolor
+3,5.10894771617305,3.0540000000263277,4.899491309211451,1.6654274751355869,Iris-versicolor
+4,6.195358156287325,3.0540000000048675,5.054867443960919,1.6688622713246009,Iris-virginica
+5,6.193134268341775,3.054000000010191,5.042014761720408,1.669081052516029,Iris-virginica
+6,6.192107470782235,3.0540000000165652,5.039196457208025,1.6697974052282922,Iris-virginica
+7,6.193050634805941,3.054000000014881,5.062009989446566,1.6688585347726839,Iris-virginica
+8,6.179383051140979,3.0540000000242244,4.908641198397931,1.6654722952811956,Iris-versicolor
+9,6.179379140864077,3.054000000026181,4.907412804417159,1.665449620996964,Iris-versicolor
+10,6.193418138521718,3.054000000012282,5.070264468317518,1.6683941462553902,Iris-virginica
+11,6.181677630028658,3.054000000004114,4.980369801932234,1.6659598861687144,Iris-virginica
+12,6.181197653290188,3.054000000002674,4.978111979082833,1.6657778155955858,Iris-virginica
+13,5.108947716173041,3.0540000000271235,4.899491304563079,1.6654274751354787,Iris-versicolor
+14,6.179371559253913,3.0540000000162246,4.906312031825893,1.665431873715945,Iris-versicolor
+15,5.108947716173427,3.054000000032021,4.899491386058352,1.6654274751391402,Iris-versicolor
+16,6.179366488697406,3.054000000038357,4.899493845849219,1.6654274752465867,Iris-versicolor
+17,6.179366490332942,3.054000000020853,4.899514582044369,1.6654274778645364,Iris-versicolor
+18,6.179366488630511,3.054000000017376,4.899491826418689,1.665427475166495,Iris-versicolor
+19,6.185758193450309,3.0540000003941348,5.000832454155904,1.6714368432791644,Iris-virginica
+20,6.187680267235044,3.0540000000531013,5.02646450352316,1.6686934087049519,Iris-virginica
+21,6.193529231130931,3.0540000000106198,5.061319686753064,1.6688373067369024,Iris-virginica
+22,6.179366488693293,3.0540000000174423,4.899493622909055,1.6654274752793539,Iris-versicolor
+23,5.10894771617304,3.054000000026712,4.89949130463767,1.6654274751354496,Iris-versicolor
+24,6.189464476058036,3.054000000070777,5.020679475792306,1.6706930916331655,Iris-virginica
+25,6.188535413167172,3.0540000000361984,5.012719232910182,1.6690537437130477,Iris-virginica
+26,6.179366488622727,3.0540000000265577,4.899491379938917,1.665427475139774,Iris-versicolor
+27,5.108947716173049,3.0540000000304395,4.899491307343927,1.665427475135723,Iris-versicolor
+28,5.108947716173201,3.05400000004446,4.8994913467517875,1.665427475137156,Iris-versicolor
+29,6.179366499855184,3.0540000000757948,4.89957574559679,1.665427519135557,Iris-versicolor
+30,6.179366488912815,3.054000000023617,4.899498428916155,1.6654274754846292,Iris-versicolor
+31,6.192283447008037,3.0540000000179837,5.039070738422014,1.6697257961398462,Iris-virginica
+0,5.108947716173048,3.0540000000281933,4.899491307867815,1.6654274751354803,Iris-versicolor
+1,6.189559416435186,3.0540000000713317,4.998112284587257,1.6751754302751716,Iris-virginica
+2,5.108947716173098,3.0540000000279584,4.899491324485678,1.665427475135933,Iris-versicolor
+3,6.182697448656872,3.0540000000622065,4.980106013852732,1.667239959340597,Iris-virginica
+4,6.179366575960927,3.0540000003339913,4.899839931415884,1.6654283108812162,Iris-versicolor
+5,5.1089477161730565,3.0540000000315226,4.899491309976969,1.6654274751358193,Iris-versicolor
+6,6.180470276216144,3.054000000009299,4.961557277562593,1.6657490797393164,Iris-virginica
+7,6.179371400632863,3.054000001085812,4.904490425773963,1.6654453271768,Iris-versicolor
+8,6.179366488625384,3.054000000026909,4.899491567993631,1.6654274751426552,Iris-versicolor
+9,6.179366488624227,3.0540000000249066,4.899491501972973,1.6654274751431248,Iris-versicolor
+10,6.179366488705032,3.0540000000213787,4.8994939877513906,1.6654274753635356,Iris-versicolor
+11,5.108947716173326,3.0540000000319814,4.899491369687932,1.665427475139121,Iris-versicolor
+12,6.17947455913668,3.054000000142202,4.918208700366287,1.665639307158453,Iris-virginica
+13,6.190214923205202,3.054000000040467,5.020583260648974,1.6702055768285187,Iris-virginica
+14,6.191762247497752,3.054000000035991,5.014470816274768,1.671113859516137,Iris-virginica
+15,6.186896902803829,3.0540000000102245,5.047085123427561,1.6667224552606408,Iris-virginica
+16,6.179366494578113,3.054000000067683,4.899543924090453,1.6654274830805071,Iris-versicolor
+17,6.188816454196662,3.054000000090193,5.00657563399002,1.6725490755511854,Iris-virginica
+18,6.179367902331874,3.0540000000142955,4.902636141881681,1.6654292447600194,Iris-versicolor
+19,5.108947716173153,3.0540000000242897,4.899491335024854,1.6654274751372011,Iris-versicolor
+20,6.179366488630052,3.0540000000518006,4.899491784793541,1.6654274751585343,Iris-versicolor
+21,6.1793664899393566,3.0540000005235655,4.899506734385108,1.6654274794527943,Iris-versicolor
+22,6.17936648863109,3.0540000000242213,4.899491843715502,1.6654274751566418,Iris-versicolor
+23,6.190364019015802,3.054000000028474,5.035001799635263,1.6689806386987742,Iris-virginica
+24,5.108947716173109,3.0540000000251784,4.899491324900004,1.6654274751366398,Iris-versicolor
+25,6.187274334341801,3.0540000001003302,4.999727937328508,1.6702402494365003,Iris-virginica
+26,5.10894771617304,3.0540000000285854,4.899491304146682,1.6654274751354312,Iris-versicolor
+27,6.189591072523283,3.0540000000595326,5.035519220237736,1.669593387536034,Iris-virginica
+28,5.108947716173102,3.0540000000252827,4.899491322275538,1.6654274751366487,Iris-versicolor
+29,5.10894771617304,3.0540000000277203,4.899491303783663,1.6654274751354792,Iris-versicolor
+30,5.108947716173066,3.054000000028669,4.8994913131521765,1.6654274751359923,Iris-versicolor
+31,5.108947716173547,3.0540000000246548,4.899491403012608,1.6654274751384377,Iris-versicolor
+0,6.179366488737511,3.054000000045058,4.89949463636601,1.6654274752655331,Iris-versicolor
+1,6.180402100958297,3.0540000000266003,4.961156564565738,1.6657993955134565,Iris-virginica
+2,6.191318878209262,3.054000000021587,5.029487820206284,1.6690507522692242,Iris-virginica
+3,6.181488473119961,3.0540000000686875,4.961338901830088,1.6670000475851088,Iris-virginica
+4,6.187608124595655,3.054000000209971,4.9899014358381715,1.6754906733969215,Iris-virginica
+5,6.1793664915378015,3.054000000154148,4.8995223484518995,1.6654274828023063,Iris-versicolor
+6,6.190589792612095,3.0540000000352707,5.018211212802295,1.6712359936217558,Iris-virginica
+7,5.108947716173041,3.054000000027212,4.8994913045386195,1.6654274751354876,Iris-versicolor
+8,5.108947716173044,3.054000000030281,4.899491305023263,1.6654274751355929,Iris-versicolor
+9,6.179366891483012,3.0540000006008836,4.9004334523230115,1.665430631118179,Iris-versicolor
+10,5.108947716173046,3.0540000000266203,4.899491306997052,1.6654274751354963,Iris-versicolor
+11,5.108947716173209,3.0540000000296277,4.899491349141716,1.6654274751365974,Iris-versicolor
+12,6.185592785753764,3.0540000002973664,4.991755581568921,1.6709449165536885,Iris-virginica
+13,6.179366488645349,3.0540000000832723,4.899492362074012,1.6654274752095317,Iris-versicolor
+14,5.108947716173036,3.0540000000287253,4.899491302051612,1.6654274751353901,Iris-versicolor
+15,5.108947716173369,3.0540000000260896,4.899491372591157,1.66542747513898,Iris-versicolor
+16,5.108947716173263,3.0540000000341925,4.899491357881254,1.665427475138788,Iris-versicolor
+17,6.179366715841619,3.0540000001603786,4.900248036860778,1.6654279955682976,Iris-versicolor
+18,6.179366489461401,3.0540000000887244,4.89950620296947,1.6654274779082523,Iris-versicolor
+19,6.182810374845604,3.0540000000560394,4.980475553543368,1.6672098397631332,Iris-virginica
+20,6.191512375925749,3.054000000021936,5.050879199325317,1.668756610959416,Iris-virginica
+21,6.185843835557474,3.054000000178202,4.991190853832736,1.6706278961023975,Iris-virginica
+22,6.189508741316932,3.054000000024416,5.022050550964932,1.668844233346568,Iris-virginica
+23,6.191346019369233,3.054000000024338,5.0178740908487605,1.6713176231293898,Iris-virginica
diff --git a/iris/lct_gan/0/24/test.csv b/iris/lct_gan/0/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/24/train.csv b/iris/lct_gan/0/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/24/val.csv b/iris/lct_gan/0/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/25/synth.csv b/iris/lct_gan/0/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..887fa9a96f7d8aedb29cc9aacc2aa5e50a43f0a7
--- /dev/null
+++ b/iris/lct_gan/0/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488729624,3.05400000017518,4.899494245127739,1.6654274754537863,Iris-versicolor
+1,6.179366488675431,3.0540000000806162,4.899493220357068,1.665427475268758,Iris-versicolor
+2,5.108947716173068,3.0540000000301446,4.8994913151192305,1.6654274751358429,Iris-versicolor
+3,5.108947716173042,3.054000000028938,4.899491304852729,1.6654274751355291,Iris-versicolor
+4,6.179366499760456,3.0540000006295607,4.899564885021946,1.6654275115892123,Iris-versicolor
+5,6.179366489654914,3.0540000000163054,4.899509986666581,1.6654274763086738,Iris-versicolor
+6,6.18032660306011,3.0540000003371057,4.950950142705062,1.6663936030066933,Iris-virginica
+7,6.188634254955348,3.0540000001117957,5.000206173991808,1.6735397976997344,Iris-virginica
+8,6.179366488622725,3.0540000000196925,4.899491376356697,1.6654274751394902,Iris-versicolor
+9,6.191063897713029,3.0540000000148764,5.019478631259991,1.6688662260663536,Iris-virginica
+10,6.179366488628172,3.0540000000410954,4.899491684340109,1.6654274751513438,Iris-versicolor
+11,6.18559348223511,3.0540000001625898,5.008162827409986,1.668816006311035,Iris-virginica
+12,5.10894771617304,3.0540000000254386,4.899491305188348,1.665427475135364,Iris-versicolor
+13,5.108947716173152,3.0540000000308134,4.899491338599295,1.665427475136856,Iris-versicolor
+14,6.185462413369627,3.0540000000557117,4.991422811996758,1.6688213595068944,Iris-virginica
+15,6.179450700058996,3.054000000513777,4.917554156300327,1.6656147382564923,Iris-virginica
+16,6.179400800832357,3.0540000000149266,4.911775242070677,1.665464656001969,Iris-virginica
+17,6.1905677297005,3.0540000000359098,5.022015932023459,1.670974362393566,Iris-virginica
+18,6.179366488680595,3.0540000000356953,4.899493367072971,1.6654274752130982,Iris-versicolor
+19,5.108947716173063,3.0540000000290957,4.899491311576005,1.6654274751359053,Iris-versicolor
+20,6.179366501642498,3.054000000211027,4.8995744694652155,1.665427503968061,Iris-versicolor
+21,6.1820705122628015,3.0540000000431977,4.989229818368138,1.6663909278361737,Iris-virginica
+22,5.108947716173085,3.0540000000279135,4.899491319731796,1.665427475136142,Iris-versicolor
+23,5.108947716173043,3.0540000000299283,4.899491304468742,1.6654274751355422,Iris-versicolor
+24,6.193303983904425,3.054000000012753,5.089554547727513,1.6677823152428508,Iris-virginica
+25,6.179590951805973,3.054000000346501,4.923320381556059,1.6660258715161005,Iris-virginica
+26,6.179366489142061,3.054000000016901,4.899500953435091,1.665427476009973,Iris-versicolor
+27,6.1806000164336545,3.0540000004018744,4.952933409083124,1.6668703163948893,Iris-virginica
+28,6.180449090965164,3.054000000024023,4.947231948950602,1.6662315385297972,Iris-virginica
+29,6.17936648864035,3.054000000084893,4.8994921838394765,1.6654274752090863,Iris-versicolor
+30,6.180026568360333,3.054000000033476,4.947663803986571,1.6657521346009334,Iris-virginica
+31,6.179366490405029,3.05400000008995,4.89951439204631,1.665427479873132,Iris-versicolor
+0,5.108947716173151,3.0540000000287066,4.899491333343375,1.665427475137162,Iris-versicolor
+1,6.193463915263656,3.0540000000120266,5.064176749971958,1.6688254278297112,Iris-virginica
+2,6.179366488623759,3.0540000000344674,4.899491472585656,1.6654274751424414,Iris-versicolor
+3,6.179366519978152,3.0540000000828105,4.899672122535191,1.6654275867710295,Iris-versicolor
+4,6.19313919042216,3.0540000000135175,5.0574107355021924,1.6689392976384467,Iris-virginica
+5,5.108947716173092,3.054000000033461,4.899491321120752,1.6654274751363414,Iris-versicolor
+6,6.179816185241417,3.0540000001671594,4.931405530279398,1.6661672575101192,Iris-virginica
+7,6.179366488740801,3.0540000001754772,4.899494355065286,1.665427475398929,Iris-versicolor
+8,6.179366488698623,3.0540000001830494,4.899493906694125,1.6654274754734868,Iris-versicolor
+9,6.1923827266243245,3.054000000003564,5.043692479670133,1.6676961139444517,Iris-virginica
+10,6.186748741212453,3.0540000000629473,5.027632592633612,1.6681295131836744,Iris-virginica
+11,5.108947716173285,3.054000000043926,4.8994913573081575,1.6654274751386662,Iris-versicolor
+12,6.187338492195545,3.0540000000417145,5.026824725615747,1.6681861128505748,Iris-virginica
+13,6.179366488625154,3.054000000023595,4.899491540906714,1.6654274751487894,Iris-versicolor
+14,6.179366866568497,3.054000000014677,4.900828254957154,1.6654279321930696,Iris-versicolor
+15,6.191578461478115,3.0540000000212046,5.033941919730597,1.6701678303947571,Iris-virginica
+16,6.179366488662998,3.054000000015318,4.899492909946866,1.6654274752163076,Iris-versicolor
+17,6.181230680031265,3.0540000000090037,4.964361949616087,1.666078995694203,Iris-virginica
+18,6.180323222267148,3.05400000017914,4.9549573914886285,1.6661254455064032,Iris-virginica
+19,6.179369312463353,3.054000002932302,4.902815797014463,1.6654523885620214,Iris-versicolor
+20,6.187855502360074,3.05400000008236,5.009510052032977,1.6699341568294153,Iris-virginica
+21,6.181035378539639,3.0540000004474894,4.956068862120741,1.6675449681355539,Iris-virginica
+22,6.179366488626573,3.0540000000603764,4.899491626103929,1.665427475156092,Iris-versicolor
+23,5.108947716173102,3.054000000027932,4.899491324898516,1.6654274751360358,Iris-versicolor
+24,6.189783000193732,3.054000000053416,5.0098465236306735,1.6718542677597548,Iris-virginica
+25,6.179442230979379,3.054000000182374,4.916948995504021,1.6655649364774503,Iris-virginica
+26,6.182354113680423,3.0540000000085756,5.001457664984922,1.6660301711813181,Iris-virginica
+27,5.108947716173037,3.054000000025934,4.899491303690639,1.66542747513536,Iris-versicolor
+28,6.191744943526766,3.054000000026498,5.050150262993735,1.6694023405158092,Iris-virginica
+29,6.193691012801969,3.054000000017063,5.021972258127643,1.6705533424707468,Iris-virginica
+30,6.19046816702973,3.0540000000401206,5.031242004994217,1.6699224496192724,Iris-virginica
+31,6.192616390189983,3.054000000010332,5.0739769495714295,1.6678470819388294,Iris-virginica
+0,6.18841160750756,3.0540000000971754,5.0321527282890575,1.6694461440625452,Iris-virginica
+1,6.1793794473639085,3.05400000007474,4.9091685212933625,1.665442138747191,Iris-versicolor
+2,6.179366488628418,3.0540000000755,4.899491734612257,1.6654274751625102,Iris-versicolor
+3,6.180630520259944,3.054000000079278,4.953115858909061,1.6664657546129507,Iris-virginica
+4,6.179370082937536,3.0540000000058356,4.904785137804502,1.6654372672512752,Iris-versicolor
+5,5.108947716173238,3.0540000000319196,4.899491352976953,1.665427475138449,Iris-versicolor
+6,5.108947716173297,3.0540000000364227,4.899491367596566,1.665427475137913,Iris-versicolor
+7,6.179370009010061,3.0540000000804723,4.904490723202323,1.6654328185726435,Iris-versicolor
+8,6.179366488633137,3.054000000059702,4.899491884511215,1.6654274751653986,Iris-versicolor
+9,6.179366488624377,3.054000000029086,4.8994914991608605,1.6654274751467062,Iris-versicolor
+10,5.108947716173069,3.0540000000288625,4.899491314592789,1.665427475135904,Iris-versicolor
+11,6.179366488631131,3.0540000000372265,4.899491826393737,1.6654274751671072,Iris-versicolor
+12,6.18704991118031,3.0540000000148426,5.017741605860677,1.6676463680893,Iris-virginica
+13,6.188921516908814,3.054000000071304,5.01129726739332,1.6708796027517945,Iris-virginica
+14,6.179366490131761,3.054000000014985,4.899516683287126,1.6654274768875033,Iris-versicolor
+15,6.179366488624118,3.054000000021647,4.899491494179717,1.6654274751407852,Iris-versicolor
+16,6.1909945033513845,3.054000000027173,5.038493134890941,1.6691860042740365,Iris-virginica
+17,5.1089477161730406,3.054000000029777,4.899491303627901,1.6654274751354914,Iris-versicolor
+18,5.108947716173394,3.054000000033692,4.899491377036258,1.6654274751394886,Iris-versicolor
+19,6.189706486244993,3.0540000000327607,5.009140087109679,1.6697548406735583,Iris-virginica
+20,6.1793664886266635,3.054000000030519,4.8994916186093125,1.6654274751533331,Iris-versicolor
+21,6.179370352250316,3.0540000000112117,4.9047849662262495,1.665431499696254,Iris-versicolor
+22,5.108947716173042,3.0540000000285024,4.899491304458608,1.6654274751355114,Iris-versicolor
+23,6.1855346773180795,3.0540000000706122,4.988840836790032,1.6691651844775552,Iris-virginica
+24,5.108947716173037,3.054000000025873,4.899491302998292,1.665427475135368,Iris-versicolor
+25,5.108947716173062,3.0540000000271608,4.899491313468503,1.6654274751355505,Iris-versicolor
+26,5.108947716173044,3.0540000000295993,4.8994913051108,1.6654274751355735,Iris-versicolor
+27,6.190264965982534,3.0540000000423415,5.0224627765107845,1.6709418802484035,Iris-virginica
+28,5.108947716173074,3.054000000029339,4.899491316548158,1.6654274751359988,Iris-versicolor
+29,6.190199203223825,3.0540000000108765,5.039406797293891,1.667996895974066,Iris-virginica
+30,6.179366639819894,3.054000000223678,4.899983365045794,1.665427892797207,Iris-versicolor
+31,5.108947716173037,3.0540000000256122,4.899491303723682,1.6654274751353746,Iris-versicolor
+0,5.108947716173035,3.054000000027895,4.899491301961161,1.6654274751353733,Iris-versicolor
+1,6.188547065809036,3.0540000000572944,5.033019289921204,1.668915166250439,Iris-virginica
+2,5.108947716173626,3.054000000039092,4.899491411593267,1.6654274751399445,Iris-versicolor
+3,6.17936653338774,3.0540000005324437,4.899676342593184,1.665427571055149,Iris-versicolor
+4,6.179465961117162,3.054000000154544,4.91643220337041,1.6656696596076856,Iris-virginica
+5,6.1793664886240975,3.0540000000279557,4.899491489441762,1.6654274751401454,Iris-versicolor
+6,6.189500521582125,3.0540000000573686,5.027705670117363,1.6699932609893655,Iris-virginica
+7,6.179443913608855,3.0540000000578136,4.91624543555692,1.6655675873182738,Iris-virginica
+8,6.181516164702376,3.0540000001417087,4.958935111615832,1.6676063445285325,Iris-virginica
+9,6.19078632096363,3.0540000000341494,5.012510631275495,1.6715865374119492,Iris-virginica
+10,6.188773600027099,3.054000000020086,5.032046457643939,1.6681326076049439,Iris-virginica
+11,6.1793664901579115,3.054000000139319,4.899510012443625,1.6654274786289516,Iris-versicolor
+12,6.18286413497883,3.0540000003956256,4.9696530070751255,1.6698503364511308,Iris-virginica
+13,6.185999108369804,3.0540000000254666,5.009004575465585,1.667621099871073,Iris-virginica
+14,6.187592986758346,3.0540000001342005,5.025318026237441,1.6694746139617178,Iris-virginica
+15,6.179366510011302,3.0540000000130667,4.899652123775649,1.6654275097058047,Iris-versicolor
+16,6.179459871404363,3.0540000008449364,4.918004959203468,1.6656619143273252,Iris-virginica
+17,6.179366488637169,3.0540000000746153,4.899492068493497,1.66542747519673,Iris-versicolor
+18,6.190878205607306,3.0540000000296863,5.010812427116907,1.6720010169415036,Iris-virginica
+19,6.179366488623442,3.054000000035337,4.899491455032725,1.665427475141939,Iris-versicolor
+20,6.186637451301717,3.054000000129793,4.992806343985028,1.6713845307366637,Iris-virginica
+21,6.179366488638012,3.054000000022669,4.899492123642565,1.6654274751573723,Iris-versicolor
+22,6.179366689890207,3.0540000000496637,4.9002165314392485,1.6654276605030585,Iris-versicolor
+23,6.189573814566081,3.0540000000585805,5.029903247503949,1.6701086291709173,Iris-virginica
diff --git a/iris/lct_gan/0/25/test.csv b/iris/lct_gan/0/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/25/train.csv b/iris/lct_gan/0/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/25/val.csv b/iris/lct_gan/0/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/26/synth.csv b/iris/lct_gan/0/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dcc70e81fc235810935dbfc75cade871e72f2e5
--- /dev/null
+++ b/iris/lct_gan/0/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488671205,3.0540000000228864,4.899493169096111,1.6654274751969038,Iris-versicolor
+1,6.17937115476101,3.054000000025649,4.9050086452510335,1.665442651544284,Iris-versicolor
+2,6.18002987512165,3.054000001193503,4.935261202379015,1.6673626627789466,Iris-virginica
+3,6.17936648862551,3.0540000001027536,4.899491578935806,1.6654274751556266,Iris-versicolor
+4,6.179366488633419,3.0540000000266656,4.899491914480138,1.6654274751731029,Iris-versicolor
+5,6.180970882728605,3.0540000003953574,4.960262644214491,1.6670406491450254,Iris-virginica
+6,6.179366824089563,3.0540000024741865,4.900221676295231,1.6654304160358677,Iris-versicolor
+7,5.108947716173305,3.054000000031097,4.899491367836964,1.6654274751381226,Iris-versicolor
+8,5.108947716173037,3.054000000027965,4.899491302675509,1.6654274751354075,Iris-versicolor
+9,6.19113786835451,3.054000000035437,5.00475021022426,1.6727976292554971,Iris-virginica
+10,6.17936733863742,3.054000000026849,4.901662219750299,1.6654284353891966,Iris-versicolor
+11,5.108947716173195,3.054000000028927,4.899491346888864,1.6654274751378175,Iris-versicolor
+12,5.108947716173048,3.0540000000289087,4.899491306366872,1.6654274751356761,Iris-versicolor
+13,6.179367714937571,3.0540000001425036,4.901874422574097,1.665430613314583,Iris-versicolor
+14,5.10894771617312,3.054000000032792,4.899491329045263,1.6654274751365443,Iris-versicolor
+15,5.10894771617304,3.0540000000260528,4.899491304323903,1.6654274751354463,Iris-versicolor
+16,6.183258504817651,3.0540000000063556,5.008844650463923,1.6661887681731085,Iris-virginica
+17,6.184970094131143,3.0540000001784104,5.001330970665156,1.6687355839845486,Iris-virginica
+18,6.192794838610834,3.054000000015706,5.019492763992601,1.6697598121391628,Iris-virginica
+19,6.179366502400743,3.0540000000165817,4.899610329020782,1.6654274929375237,Iris-versicolor
+20,5.108947716173066,3.0540000000280036,4.89949131267745,1.6654274751359825,Iris-versicolor
+21,6.179367392973772,3.0540000003133096,4.901237459025611,1.665430847485319,Iris-versicolor
+22,6.17936648865416,3.0540000000581853,4.899492638571884,1.6654274752484763,Iris-versicolor
+23,6.179367067327699,3.054000000016414,4.901057377389941,1.6654286686017874,Iris-versicolor
+24,6.1793664945169695,3.054000000070351,4.899541021513562,1.6654274829370852,Iris-versicolor
+25,6.182334427450418,3.0540000000285907,4.977185159481029,1.6666458934668378,Iris-virginica
+26,6.183398904023332,3.0540000002529735,4.991866704869131,1.6683176676592069,Iris-virginica
+27,6.1886770735688055,3.054000000094986,5.008558794059916,1.6722251978215783,Iris-virginica
+28,6.183422222902041,3.054000000139001,4.976607324573361,1.668664887419014,Iris-virginica
+29,6.179374475856017,3.054000000039027,4.906417018956247,1.6654410284037138,Iris-versicolor
+30,5.108947716173088,3.0540000000316594,4.899491320361524,1.6654274751361544,Iris-versicolor
+31,6.189314973095178,3.0540000000728744,5.003277354363159,1.673626756341171,Iris-virginica
+0,6.19142115429885,3.0540000000193093,5.01356644645618,1.6717844147936134,Iris-virginica
+1,5.108947716173038,3.054000000028285,4.8994913031183005,1.6654274751354265,Iris-versicolor
+2,6.19097321500513,3.0540000000248564,5.0375688291645835,1.6693055963661108,Iris-virginica
+3,6.179366489305639,3.054000000019931,4.899503398346565,1.6654274767494834,Iris-versicolor
+4,5.108947716173044,3.054000000029734,4.899491305570812,1.6654274751355538,Iris-versicolor
+5,5.108947716173056,3.0540000000279823,4.899491309125665,1.6654274751358706,Iris-versicolor
+6,6.186158346036403,3.054000000068995,5.020339377210134,1.6679911855178402,Iris-virginica
+7,6.19042506117872,3.0540000000370986,5.014778684722485,1.6707900935323523,Iris-virginica
+8,6.184396841877839,3.0540000000795913,4.989412793481482,1.668325167476002,Iris-virginica
+9,6.18923202139994,3.054000000060189,5.023360992962608,1.6699566756517954,Iris-virginica
+10,6.179366488665912,3.054000000119684,4.899492884788333,1.6654274752421274,Iris-versicolor
+11,6.179446282730416,3.0540000000450838,4.9160698316641795,1.6655783894484295,Iris-virginica
+12,6.191932940504692,3.05400000001643,5.03021631879836,1.670318626080339,Iris-virginica
+13,6.179366488630486,3.054000000080375,4.899491799022232,1.6654274751615974,Iris-versicolor
+14,6.180142271323983,3.0540000000317797,4.9411304762044335,1.6660614123463,Iris-virginica
+15,6.179366488632186,3.05400000003996,4.899491854029077,1.6654274751610323,Iris-versicolor
+16,6.179368419281835,3.0540000000600167,4.90262728508263,1.6654323902783104,Iris-versicolor
+17,6.179366489109133,3.054000000033055,4.899500803620149,1.6654274755676937,Iris-versicolor
+18,6.1867518318048536,3.0540000002467393,5.002697080621102,1.6718700088309553,Iris-virginica
+19,6.185895481148234,3.0540000000895264,5.0070139863309375,1.6687789338187757,Iris-virginica
+20,6.179368296143019,3.054000000096475,4.902905756782093,1.6654317142227755,Iris-versicolor
+21,6.190262492393128,3.0540000000235126,5.03174806938323,1.6689790138982026,Iris-virginica
+22,6.194261145878552,3.0540000000075676,5.035039570301176,1.6685405663171438,Iris-virginica
+23,5.108947716173195,3.054000000039702,4.899491345384031,1.665427475137209,Iris-versicolor
+24,6.1795389916460834,3.054000000162423,4.926683728033718,1.665597141450151,Iris-virginica
+25,5.108947716173412,3.054000000027392,4.899491381507067,1.665427475139008,Iris-versicolor
+26,5.108947716173055,3.054000000028986,4.899491310748411,1.66542747513553,Iris-versicolor
+27,6.179366488634045,3.054000000021122,4.8994920000792845,1.665427475155091,Iris-versicolor
+28,5.108947716173078,3.0540000000242213,4.899491317476902,1.665427475135547,Iris-versicolor
+29,6.17936648862291,3.05400000002079,4.899491391030782,1.6654274751405829,Iris-versicolor
+30,6.180420340455716,3.0540000003239274,4.9481581119431475,1.6666722683357555,Iris-virginica
+31,6.179366488630089,3.054000000017373,4.899491770989611,1.6654274751645914,Iris-versicolor
+0,5.108947716173046,3.0540000000253076,4.899491307369754,1.6654274751354339,Iris-versicolor
+1,6.183474148758568,3.0540000002644137,4.982008717401498,1.6691045179152482,Iris-virginica
+2,6.192510948909892,3.054000000016063,5.02908483721742,1.6700623035943785,Iris-virginica
+3,6.191707245689573,3.0540000000065715,5.07178156088237,1.6673529233556406,Iris-virginica
+4,5.108947716173037,3.0540000000267775,4.899491303179881,1.6654274751354037,Iris-versicolor
+5,5.1089477161730406,3.054000000027849,4.8994913040135,1.6654274751354907,Iris-versicolor
+6,5.108947716173499,3.054000000064631,4.899491393612767,1.665427475139654,Iris-versicolor
+7,6.17936648867339,3.05400000001905,4.899493117996222,1.6654274752456453,Iris-versicolor
+8,6.187853396183751,3.0540000000190415,5.03475425169142,1.6676251037565177,Iris-virginica
+9,5.108947716173041,3.0540000000262664,4.899491305354517,1.665427475135444,Iris-versicolor
+10,6.17936648862768,3.05400000003108,4.899491693888586,1.6654274751541542,Iris-versicolor
+11,6.179366488623599,3.054000000024555,4.899491443155282,1.6654274751425844,Iris-versicolor
+12,5.108947716173079,3.054000000025024,4.89949131875413,1.6654274751356397,Iris-versicolor
+13,6.179366488926648,3.0540000004786214,4.899497122762891,1.6654274760131618,Iris-versicolor
+14,5.10894771617304,3.054000000029493,4.89949130332766,1.6654274751354816,Iris-versicolor
+15,6.1923128986176375,3.054000000017464,5.060214006789268,1.6686417815232344,Iris-virginica
+16,6.1793685281339386,3.0540000001038674,4.902840340521368,1.6654305886971348,Iris-versicolor
+17,5.108947716173053,3.054000000028556,4.899491308050049,1.6654274751357825,Iris-versicolor
+18,6.186609693138752,3.0540000000319965,5.0217870192757115,1.6677020030308611,Iris-virginica
+19,5.108947716173049,3.0540000000328362,4.899491307250812,1.6654274751357225,Iris-versicolor
+20,6.187460646936411,3.054000000028676,5.002266457509171,1.6687168661514575,Iris-virginica
+21,6.187112544304621,3.0540000001553826,5.023356503005965,1.6693931569667952,Iris-virginica
+22,6.1851282208437635,3.054000000028356,4.999038447579802,1.667451940146199,Iris-virginica
+23,6.191467529219962,3.0540000000084233,5.059798904669521,1.6677422502871893,Iris-virginica
+24,6.179383734167597,3.054000000153351,4.909110714664936,1.6654621376490215,Iris-versicolor
+25,6.192063927800289,3.0540000000213894,5.054468263052333,1.6691789981372345,Iris-virginica
+26,6.179366488627956,3.054000000021963,4.899491710531584,1.6654274751582199,Iris-versicolor
+27,6.179561764906342,3.0540000000117,4.9227660563865525,1.6656785919070254,Iris-virginica
+28,6.190573702428921,3.054000000039376,5.00241782783021,1.6735892121918179,Iris-virginica
+29,6.179367801517748,3.0540000001568055,4.9020015276654885,1.6654292638466517,Iris-versicolor
+30,5.108947716173081,3.0540000000288177,4.899491319047503,1.6654274751359979,Iris-versicolor
+31,6.182635726047714,3.05400000055678,4.964679767257424,1.6707803125102365,Iris-virginica
+0,6.185713425525695,3.0540000000984584,5.020144045335889,1.6681072979918226,Iris-virginica
+1,6.183332730626472,3.0540000000845473,4.979829675156264,1.667850005682629,Iris-virginica
+2,6.192742858374381,3.0540000000145,5.037049169837211,1.6694479507559519,Iris-virginica
+3,6.184954716464421,3.054000000200864,4.9901759360287175,1.670085028779482,Iris-virginica
+4,5.108947716173052,3.0540000000268828,4.899491309152909,1.6654274751356775,Iris-versicolor
+5,6.190814042176133,3.05400000003423,5.058958657435083,1.6686175114725272,Iris-virginica
+6,6.188389099098887,3.054000000122442,5.028546305063934,1.6700591061956631,Iris-virginica
+7,6.179383048314138,3.05400000017301,4.909008886294122,1.6654638100702894,Iris-versicolor
+8,5.108947716173057,3.054000000033075,4.8994913110209195,1.6654274751357185,Iris-versicolor
+9,6.190267214383277,3.054000000053385,5.010752706941499,1.6710906967278674,Iris-virginica
+10,6.179374753686425,3.0540000002786956,4.906535156250356,1.6654503305552169,Iris-versicolor
+11,6.179909582239608,3.054000000059755,4.935659514062012,1.6659965212107446,Iris-virginica
+12,6.179366488813548,3.05400000005509,4.899496051694992,1.6654274753721707,Iris-versicolor
+13,6.179366488626828,3.054000000022504,4.899491628775202,1.6654274751534668,Iris-versicolor
+14,6.179366488634268,3.0540000000254013,4.899491957869357,1.6654274751694913,Iris-versicolor
+15,6.179426288363843,3.0540000000033567,4.914798548591991,1.665529842292805,Iris-virginica
+16,6.179366488742694,3.054000000027579,4.8994949672603285,1.6654274752675227,Iris-versicolor
+17,6.179366645793475,3.0540000000635836,4.900091410099266,1.6654279801521485,Iris-versicolor
+18,5.108947716173041,3.0540000000301704,4.899491304218301,1.6654274751354927,Iris-versicolor
+19,6.190835481810128,3.0540000000252054,5.0134146884230075,1.6718944273323173,Iris-virginica
+20,6.179366488692937,3.054000000062698,4.899493504459694,1.6654274752536746,Iris-versicolor
+21,6.180481908726978,3.0540000000110057,4.960718174704292,1.6657753065909002,Iris-virginica
+22,6.191860601260959,3.054000000013985,5.033914229580157,1.6699958327746076,Iris-virginica
+23,5.108947716173091,3.054000000038785,4.899491320739354,1.665427475136302,Iris-versicolor
diff --git a/iris/lct_gan/0/26/test.csv b/iris/lct_gan/0/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/26/train.csv b/iris/lct_gan/0/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/26/val.csv b/iris/lct_gan/0/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/27/synth.csv b/iris/lct_gan/0/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a1fe7d5544956d35ce3388aa4069db841ea0fcd
--- /dev/null
+++ b/iris/lct_gan/0/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1891646579193385,3.0540000000808485,5.012591125317155,1.6715471282492895,Iris-virginica
+1,6.179366488992073,3.0540000000197924,4.899498672830129,1.665427475820347,Iris-versicolor
+2,6.1844136512006616,3.054000000579461,4.987383839605878,1.671518544565137,Iris-virginica
+3,5.108947716173353,3.0540000000282808,4.899491373874462,1.6654274751373255,Iris-versicolor
+4,6.179366488630896,3.054000000021514,4.899491815784504,1.6654274751654752,Iris-versicolor
+5,6.179366488652462,3.0540000001496836,4.899492689942574,1.665427475275121,Iris-versicolor
+6,6.179366506108548,3.05400000199719,4.899582564336153,1.665427544793014,Iris-versicolor
+7,6.19100135382757,3.054000000025341,5.008497210364899,1.672592388068833,Iris-virginica
+8,6.186839871508965,3.054000000146059,5.00023934213949,1.6713190032310803,Iris-virginica
+9,6.17936656264402,3.0540000000356615,4.899850431692275,1.665427670743539,Iris-versicolor
+10,5.108947716173046,3.054000000028085,4.899491306318653,1.66542747513557,Iris-versicolor
+11,6.191746241673179,3.0540000000201397,5.022291107583528,1.6707004888803463,Iris-virginica
+12,6.179439552512081,3.0540000007959853,4.914316100249305,1.6657445369045858,Iris-virginica
+13,6.179367044554761,3.0540000007416994,4.900659544973077,1.665431512682739,Iris-versicolor
+14,5.108947716173039,3.0540000000276883,4.89949130308971,1.665427475135441,Iris-versicolor
+15,6.184859600746872,3.0540000002135383,4.992823822298145,1.6698582426719848,Iris-virginica
+16,6.179386719563656,3.0540000000044687,4.9100468385762674,1.6654601720797684,Iris-virginica
+17,6.179366488749608,3.0540000000491796,4.899494995864846,1.6654274752657532,Iris-versicolor
+18,6.190613698863711,3.054000000031455,5.023757634982061,1.6708662948031368,Iris-virginica
+19,6.194369774658858,3.054000000005506,5.092664199147986,1.6674828111531441,Iris-virginica
+20,6.189207968740834,3.054000000074927,5.020478215674471,1.6704277132494403,Iris-virginica
+21,6.192596768797581,3.054000000015433,5.03558725746375,1.6695778760739504,Iris-virginica
+22,6.179747793030328,3.0540000001748284,4.931246890355855,1.6659944126200932,Iris-virginica
+23,6.193184285323501,3.0540000000042684,5.082293337315317,1.6671994710558709,Iris-virginica
+24,6.179366494223533,3.0540000000087333,4.899547423441618,1.6654274856769415,Iris-versicolor
+25,6.179366512149914,3.0540000000359484,4.899646150487882,1.6654275085873826,Iris-versicolor
+26,6.190960024387441,3.054000000034935,5.007002279925873,1.6713454927006406,Iris-virginica
+27,5.108947716173054,3.05400000002636,4.8994913098476784,1.6654274751356914,Iris-versicolor
+28,6.188472874161962,3.0540000001003316,5.001543411900649,1.6724713689744495,Iris-virginica
+29,5.10894771617304,3.054000000029052,4.8994913032357985,1.6654274751354703,Iris-versicolor
+30,5.108947716173061,3.05400000003051,4.8994913122386095,1.6654274751359004,Iris-versicolor
+31,5.108947716173249,3.0540000000303436,4.899491355616522,1.6654274751387408,Iris-versicolor
+0,6.1867363000616775,3.054000000046874,5.015236560245351,1.6683025642325078,Iris-virginica
+1,6.179366490341726,3.0540000000538203,4.899513641177714,1.6654274778685692,Iris-versicolor
+2,6.179366488623983,3.054000000026313,4.8994914839152,1.6654274751429563,Iris-versicolor
+3,6.180201024475509,3.0540000000228704,4.944978659831794,1.6659182667634094,Iris-virginica
+4,6.179366488630947,3.0540000000382,4.899491820415267,1.6654274751554128,Iris-versicolor
+5,6.179722485471665,3.0540000025819594,4.927705849779315,1.6668100524641996,Iris-virginica
+6,6.179366514597996,3.05400000001446,4.899661883131515,1.665427502016922,Iris-versicolor
+7,6.193773529457807,3.0540000000068654,5.046219712424971,1.6692205427054647,Iris-virginica
+8,6.180168521664093,3.054000000064185,4.94865294206042,1.6659478709948337,Iris-virginica
+9,5.1089477161733425,3.054000000061995,4.899491372726016,1.6654274751391436,Iris-versicolor
+10,6.179366488630432,3.054000000019047,4.899491789794866,1.6654274751623697,Iris-versicolor
+11,6.189610452691916,3.054000000058079,5.030911699270128,1.6700721355954278,Iris-virginica
+12,5.108947716173098,3.054000000028382,4.899491321698934,1.6654274751365836,Iris-versicolor
+13,6.17936648887052,3.0540000000995473,4.899496513032919,1.665427475524546,Iris-versicolor
+14,6.183525718705458,3.05400000010921,4.997580724998753,1.6674058963812048,Iris-virginica
+15,6.191309384032111,3.0540000000240126,5.056308807591302,1.6685641979076866,Iris-virginica
+16,6.179367046559788,3.054000000352757,4.900728193275625,1.6654287112339163,Iris-versicolor
+17,6.1874290494113104,3.0540000000436365,5.01510847766601,1.668619695817874,Iris-virginica
+18,6.195640064606899,3.054000000003778,5.041390520171723,1.6680275457324394,Iris-virginica
+19,5.108947716173567,3.054000000067175,4.899491406447322,1.665427475141158,Iris-versicolor
+20,6.17936659061416,3.054000000417267,4.899835420256233,1.6654277867905969,Iris-versicolor
+21,6.185265260346133,3.054000000006468,4.999285720373099,1.6669564383700677,Iris-virginica
+22,5.1089477161731045,3.0540000000291916,4.899491324737013,1.6654274751365166,Iris-versicolor
+23,6.181497024363157,3.054000000047549,4.974674635868461,1.666361842213441,Iris-virginica
+24,6.188851145800056,3.0540000000857304,5.0295717536297735,1.6700603884178011,Iris-virginica
+25,6.188384056406617,3.0540000000440064,5.050801444282278,1.6679434388525483,Iris-virginica
+26,5.108947716173063,3.0540000000260643,4.8994913135949165,1.6654274751354876,Iris-versicolor
+27,6.1793664886393485,3.0540000000353826,4.8994921545629175,1.6654274751833271,Iris-versicolor
+28,6.179869593168767,3.0540000000777012,4.938150780263044,1.6658571195717164,Iris-virginica
+29,6.179366488625427,3.054000000036012,4.899491569688904,1.6654274751440028,Iris-versicolor
+30,5.108947716173049,3.054000000028643,4.899491308556829,1.665427475135596,Iris-versicolor
+31,6.184587250047694,3.0540000000797654,4.998016238286305,1.6680741300780453,Iris-virginica
+0,6.179366489258437,3.054000000120613,4.899501518321648,1.6654274757992962,Iris-versicolor
+1,6.179366488653311,3.054000000029342,4.899492725556809,1.6654274752011464,Iris-versicolor
+2,6.1793664994129065,3.0540000011311825,4.8995580371223415,1.6654275105088971,Iris-versicolor
+3,6.1810921836000725,3.0540000000321084,4.9585929181374535,1.6664386584940805,Iris-virginica
+4,6.1793664886334065,3.0540000000231378,4.899491981990631,1.66542747515514,Iris-versicolor
+5,5.1089477161730485,3.054000000028988,4.899491306558221,1.6654274751357045,Iris-versicolor
+6,6.192810777506268,3.0540000000132967,5.034907723162086,1.6697489108040022,Iris-virginica
+7,5.108947716173045,3.0540000000302485,4.89949130561504,1.665427475135619,Iris-versicolor
+8,6.183548137178102,3.0540000007208925,4.971978579493152,1.6728092956824931,Iris-virginica
+9,6.17937044781756,3.0540000000291614,4.904638095632825,1.6654411795355417,Iris-versicolor
+10,6.1793664886516195,3.054000000077437,4.8994925002186545,1.6654274752365044,Iris-versicolor
+11,6.179366488623557,3.054000000026106,4.899491442648615,1.6654274751425293,Iris-versicolor
+12,6.186398282117249,3.054000000035979,4.993984407302787,1.6687260235992576,Iris-virginica
+13,6.180021141784137,3.054000000290065,4.942330126333241,1.666159952534808,Iris-virginica
+14,6.1916757332202526,3.0540000000211043,5.0146635342188235,1.6710461011724191,Iris-virginica
+15,6.188927996486023,3.0540000000274725,5.017322514058008,1.6686907068214711,Iris-virginica
+16,6.179366492312161,3.0540000000102054,4.899534166780384,1.6654274832348255,Iris-versicolor
+17,6.191165699721221,3.0540000000033642,5.0245287819088285,1.667635545261697,Iris-virginica
+18,6.179647731201522,3.054000000244737,4.924368281468469,1.6661337087327288,Iris-virginica
+19,6.179366542969216,3.054000000177984,4.899739835193972,1.6654277580103254,Iris-versicolor
+20,5.108947716173043,3.054000000030129,4.899491305272972,1.6654274751355764,Iris-versicolor
+21,5.1089477161732475,3.054000000030073,4.8994913587928215,1.6654274751375422,Iris-versicolor
+22,6.17936648862417,3.054000000029324,4.899491488931995,1.6654274751438392,Iris-versicolor
+23,6.186397188244143,3.054000000128918,5.007870642543414,1.6693904709887417,Iris-virginica
+24,6.179369187833672,3.054000000030788,4.904082191083549,1.665430110891902,Iris-versicolor
+25,5.108947716173387,3.0540000000351966,4.899491378575281,1.665427475139064,Iris-versicolor
+26,6.179366488716248,3.0540000000500833,4.899494114975924,1.6654274753354696,Iris-versicolor
+27,6.18856722054301,3.0540000000522722,5.023781885750672,1.6692196621973237,Iris-virginica
+28,6.1842913761965,3.0540000001643546,4.988964660789326,1.6687217399414251,Iris-virginica
+29,5.108947716173053,3.0540000000273433,4.899491310281199,1.6654274751355633,Iris-versicolor
+30,6.191218844245809,3.0540000000188807,5.030583794859898,1.6692821272964082,Iris-virginica
+31,6.179366562602941,3.0540000000156144,4.899877180360794,1.6654275554387,Iris-versicolor
+0,6.191487609355834,3.0540000000157344,5.018630217057063,1.6711422519273305,Iris-virginica
+1,5.1089477161730406,3.05400000003105,4.899491304452165,1.6654274751354765,Iris-versicolor
+2,6.192160191422279,3.054000000016299,5.0302836056137945,1.6694778501044227,Iris-virginica
+3,5.10894771617317,3.054000000027109,4.899491340221155,1.6654274751364246,Iris-versicolor
+4,6.179931275559438,3.05400000129861,4.9337881682954015,1.6670093776475778,Iris-virginica
+5,5.108947716173059,3.0540000000288487,4.8994913122311345,1.665427475135725,Iris-versicolor
+6,5.108947716173095,3.0540000000283265,4.899491323977067,1.665427475135954,Iris-versicolor
+7,6.192836462957478,3.0540000000170706,5.020923684409064,1.670537766571291,Iris-virginica
+8,6.191121877867866,3.0540000000272536,5.036546357227382,1.6696723620608063,Iris-virginica
+9,6.179366489148005,3.0540000003180987,4.899499349083619,1.6654274762230814,Iris-versicolor
+10,5.108947716173049,3.0540000000316967,4.89949130767356,1.6654274751356963,Iris-versicolor
+11,6.192307521976854,3.054000000017157,5.032665258715911,1.6700664492012587,Iris-virginica
+12,6.179366488650126,3.054000000026838,4.899492491873062,1.6654274752015392,Iris-versicolor
+13,5.1089477161731,3.05400000002485,4.899491325044455,1.6654274751360385,Iris-versicolor
+14,6.179432893198979,3.054000000006157,4.918188937990964,1.665461945528538,Iris-virginica
+15,6.192550089906631,3.0540000000099274,5.022596161991565,1.6705908160652558,Iris-virginica
+16,6.179366491390539,3.054000000014682,4.899523680543657,1.6654274803578353,Iris-versicolor
+17,6.1890460343877,3.0540000000063037,5.0271553565177545,1.667643344834622,Iris-virginica
+18,6.182647519868229,3.0540000000208583,4.97252222069201,1.6670024775469576,Iris-virginica
+19,5.1089477161730565,3.054000000032044,4.899491310812562,1.6654274751358324,Iris-versicolor
+20,6.179366488646362,3.0540000000442307,4.899492370724852,1.6654274751944584,Iris-versicolor
+21,6.187369545224218,3.054000000160125,5.003200549840189,1.671365703604739,Iris-virginica
+22,5.10894771617338,3.054000000056469,4.899491377780906,1.66542747513867,Iris-versicolor
+23,6.179795007920842,3.0540000005976102,4.933507239587545,1.6662093738580688,Iris-virginica
diff --git a/iris/lct_gan/0/27/test.csv b/iris/lct_gan/0/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/27/train.csv b/iris/lct_gan/0/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/27/val.csv b/iris/lct_gan/0/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/28/synth.csv b/iris/lct_gan/0/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52740fd46cb432c3bc2484ac3a9a36c808607f89
--- /dev/null
+++ b/iris/lct_gan/0/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173037,3.054000000027311,4.899491302669633,1.6654274751353941,Iris-versicolor
+1,5.108947716173053,3.0540000000342773,4.899491308327539,1.6654274751357478,Iris-versicolor
+2,6.18988326352892,3.054000000051776,5.026735264167643,1.6701984381464892,Iris-virginica
+3,5.108947716173041,3.0540000000296628,4.8994913055128615,1.6654274751354616,Iris-versicolor
+4,6.193506409689101,3.054000000009513,5.0562505006891545,1.6689745717978446,Iris-virginica
+5,6.179366496295698,3.0540000000514906,4.899556263495667,1.665427480829966,Iris-versicolor
+6,6.183310558606437,3.054000000406394,4.969438671052915,1.6714474990997807,Iris-virginica
+7,6.184692462653229,3.054000000372191,4.983006719700335,1.6711706622831088,Iris-virginica
+8,6.189619852052787,3.0540000000627487,5.003601744350501,1.6730462351622373,Iris-virginica
+9,5.108947716173285,3.054000000052833,4.899491361523779,1.6654274751389446,Iris-versicolor
+10,6.179366488636895,3.0540000000518694,4.89949209260518,1.6654274751685614,Iris-versicolor
+11,6.179376120102548,3.054000000019809,4.907250505460356,1.6654459913383124,Iris-versicolor
+12,6.183587139784904,3.0540000000385166,4.991898197099849,1.6671000558139675,Iris-virginica
+13,6.1793667850067155,3.0540000000696446,4.900465360406259,1.6654279495244135,Iris-versicolor
+14,6.180921674648262,3.0540000000048324,4.970687873293757,1.6658113896840165,Iris-virginica
+15,6.179366492296709,3.054000000877545,4.899522056339558,1.6654274866798162,Iris-versicolor
+16,5.108947716173043,3.0540000000287155,4.899491306251326,1.6654274751354885,Iris-versicolor
+17,6.179366488707237,3.0540000000201877,4.899493948762163,1.665427475296268,Iris-versicolor
+18,6.18567258132182,3.054000000029295,5.002355718847785,1.6681175119270426,Iris-virginica
+19,6.179366491922259,3.054000000079227,4.899525345361409,1.665427478119278,Iris-versicolor
+20,6.192366620406045,3.0540000000104968,5.026670078501836,1.6703793093637365,Iris-virginica
+21,6.179366611474272,3.054000000054049,4.900009802655449,1.6654277042401955,Iris-versicolor
+22,6.179366772878196,3.054000000016841,4.900448320418906,1.6654277874407026,Iris-versicolor
+23,6.191284776418899,3.054000000027798,5.048419766166475,1.6691191003372459,Iris-virginica
+24,6.180691049648057,3.0540000000116487,4.954461857861436,1.6660064533853984,Iris-virginica
+25,5.108947716173079,3.0540000000315026,4.899491316050317,1.6654274751361846,Iris-versicolor
+26,6.181872117041472,3.0540000005193257,4.964144862088413,1.668829584448041,Iris-virginica
+27,6.184680346039057,3.0540000000177683,4.997757471704275,1.6673664715170335,Iris-virginica
+28,5.108947716173227,3.054000000024641,4.899491348876759,1.6654274751378855,Iris-versicolor
+29,5.10894771617336,3.0540000000288567,4.899491369669671,1.665427475138908,Iris-versicolor
+30,6.179516903211217,3.0540000000051553,4.922731517176205,1.665536330795888,Iris-virginica
+31,6.179366531068618,3.0540000000110794,4.899759326473702,1.6654275244960803,Iris-versicolor
+0,6.18938408509952,3.0540000000529646,5.01503987763206,1.6713394828961166,Iris-virginica
+1,6.17936648862665,3.054000000019098,4.89949163485391,1.6654274751436122,Iris-versicolor
+2,6.1793664886557185,3.0540000002923486,4.899492475637792,1.6654274752563094,Iris-versicolor
+3,6.190499857279574,3.0540000000405705,5.019374136586581,1.6709388635190288,Iris-virginica
+4,6.179991902334676,3.054000000080599,4.94409507325959,1.6658882828408879,Iris-virginica
+5,6.179366488623403,3.054000000022516,4.899491436007396,1.6654274751411593,Iris-versicolor
+6,6.186412326081452,3.0540000000168983,5.002561837874134,1.6677828780502777,Iris-virginica
+7,5.108947716173159,3.0540000000354386,4.899491336625816,1.6654274751375002,Iris-versicolor
+8,5.10894771617309,3.0540000000270164,4.899491319248242,1.665427475136311,Iris-versicolor
+9,6.181186231414416,3.054000000607664,4.9506652618348115,1.6690416331575824,Iris-virginica
+10,6.179486180808566,3.0540000005982737,4.917894605074103,1.6658264946655732,Iris-virginica
+11,6.192700856156977,3.054000000015778,5.020913241195145,1.6700848982734118,Iris-virginica
+12,5.1089477161734225,3.0540000000367598,4.899491385509796,1.6654274751388372,Iris-versicolor
+13,6.179366488696621,3.054000000197835,4.899493759850742,1.6654274753580138,Iris-versicolor
+14,6.179366488821384,3.0540000000164635,4.899496122481861,1.6654274755715095,Iris-versicolor
+15,6.179366489020704,3.054000000027975,4.899500142750595,1.6654274755135139,Iris-versicolor
+16,6.179366505422782,3.054000000162265,4.899588461367597,1.6654275061790171,Iris-versicolor
+17,6.180494416894038,3.0540000006508423,4.952151187346865,1.6668518030892796,Iris-virginica
+18,6.193234915822329,3.0540000000096374,5.07997767031696,1.6678078514063528,Iris-virginica
+19,5.108947716173067,3.0540000000314773,4.899491313487552,1.6654274751359464,Iris-versicolor
+20,6.179366488623003,3.0540000000290815,4.899491408231252,1.6654274751412346,Iris-versicolor
+21,6.179366488721504,3.0540000000291747,4.899494241751984,1.6654274754184566,Iris-versicolor
+22,6.179366488655024,3.054000000034673,4.899492602445149,1.665427475221422,Iris-versicolor
+23,6.179366488623183,3.054000000025697,4.899491417544256,1.6654274751399623,Iris-versicolor
+24,6.189811732315097,3.054000000045309,5.047593739212549,1.6688300055340324,Iris-virginica
+25,6.188307564070412,3.054000000009016,5.026374254143946,1.6676919357110542,Iris-virginica
+26,6.179366488858972,3.0540000000298617,4.8994971479376455,1.665427475469888,Iris-versicolor
+27,6.17958701170154,3.054000000007782,4.9264170821405875,1.6655609801171165,Iris-virginica
+28,5.108947716173098,3.054000000027054,4.899491322381877,1.6654274751364533,Iris-versicolor
+29,6.179874326575214,3.05400000038894,4.936035554184305,1.66619034469663,Iris-virginica
+30,6.181193778546242,3.0540000000031777,4.9791878927602475,1.6657824196560158,Iris-virginica
+31,6.191286043889458,3.0540000000225054,5.026211102376784,1.669869603225379,Iris-virginica
+0,6.179481528492697,3.054000000138745,4.916622147922026,1.6657972538629666,Iris-virginica
+1,5.10894771617309,3.0540000000290752,4.899491321692625,1.6654274751357803,Iris-versicolor
+2,6.179381723093504,3.0540000000251983,4.908626015872185,1.6654534821525464,Iris-versicolor
+3,6.182447182830413,3.054000000070335,4.972196442445093,1.6674626471496645,Iris-virginica
+4,6.1796898347276805,3.0540000011344604,4.927964034793145,1.666315746347977,Iris-virginica
+5,5.108947716173187,3.054000000039917,4.899491344846746,1.6654274751372928,Iris-versicolor
+6,6.187361799570808,3.0540000001810212,5.0181178617260125,1.6701866485543897,Iris-virginica
+7,5.108947716173038,3.0540000000290726,4.899491302905929,1.6654274751354454,Iris-versicolor
+8,6.182600030507244,3.054000000158927,4.984149707576853,1.6675330510961204,Iris-virginica
+9,5.108947716173043,3.0540000000275995,4.89949130580805,1.6654274751354958,Iris-versicolor
+10,6.180650977482251,3.054000000296261,4.958788356319865,1.6664733043891007,Iris-virginica
+11,6.179668679106788,3.05400000001546,4.933010771073837,1.665591216308891,Iris-virginica
+12,6.179392139974178,3.0540000000070306,4.911410645709744,1.6654479463214715,Iris-virginica
+13,6.191608433182896,3.0540000000142515,5.084068683681636,1.6674168790787434,Iris-virginica
+14,6.189885358550387,3.054000000018278,5.022110096044537,1.6687607439235208,Iris-virginica
+15,6.179366499682382,3.054000000085347,4.899573608575485,1.6654274910960793,Iris-versicolor
+16,6.187328079834278,3.054000000012696,5.035837044132494,1.6671992363488606,Iris-virginica
+17,5.108947716173061,3.0540000000269196,4.899491312819482,1.665427475135643,Iris-versicolor
+18,6.181923973528736,3.054000001227023,4.958232120730088,1.6714136515348608,Iris-virginica
+19,6.1793665219547025,3.0540000002225365,4.899658859541146,1.6654275649983639,Iris-versicolor
+20,6.187913009130693,3.054000000118798,5.03595490862109,1.6690247546444152,Iris-virginica
+21,5.1089477161730645,3.054000000027151,4.89949131396368,1.6654274751355174,Iris-versicolor
+22,6.179366489731226,3.054000000160823,4.899505982327202,1.6654274765379755,Iris-versicolor
+23,6.179366816988567,3.054000000030673,4.9004818825321435,1.6654280059913489,Iris-versicolor
+24,6.183681227861308,3.0540000000051193,5.010724754147355,1.6662584649397976,Iris-virginica
+25,6.189544915819049,3.0540000000413086,5.015345269724858,1.669834333144296,Iris-virginica
+26,6.182110294663784,3.0540000000134517,4.980048669977498,1.6663091405997192,Iris-virginica
+27,6.1907032521423995,3.05400000002711,5.026296436566692,1.6689527144781067,Iris-virginica
+28,6.19192081935886,3.054000000019715,5.020720635812677,1.670715201808414,Iris-virginica
+29,6.1917744453332215,3.0540000000254492,5.05761258344165,1.6689225484078554,Iris-virginica
+30,6.180124826784377,3.054000000029408,4.9480885926562355,1.6658041707356561,Iris-virginica
+31,6.1849035212509875,3.0540000000094434,5.0164656327223565,1.666684708928837,Iris-virginica
+0,6.1793664886230815,3.0540000000212286,4.899491411587423,1.6654274751401112,Iris-versicolor
+1,5.108947716173072,3.0540000000275223,4.899491314021375,1.6654274751360982,Iris-versicolor
+2,6.193386977430374,3.0540000000127243,5.0741423650771775,1.6682234557350981,Iris-virginica
+3,6.194354521787092,3.054000000007589,5.032867031614311,1.668980274913104,Iris-virginica
+4,6.188155811312454,3.054000000038331,5.030685425466257,1.6683631347505041,Iris-virginica
+5,6.180438887321716,3.0540000000172083,4.956283948553533,1.6658658960539456,Iris-virginica
+6,6.183594338501761,3.0540000008453765,4.968956632309339,1.6740535968347126,Iris-virginica
+7,5.108947716173061,3.054000000027399,4.899491310819071,1.6654274751359581,Iris-versicolor
+8,6.179366488633065,3.0540000000260332,4.899491884145042,1.6654274751723934,Iris-versicolor
+9,6.179366488642211,3.0540000000412926,4.899492293793721,1.6654274751889782,Iris-versicolor
+10,6.1896215873301355,3.054000000062456,5.015209170259143,1.671439939943507,Iris-virginica
+11,6.179366488623255,3.054000000026045,4.8994914243215435,1.6654274751410658,Iris-versicolor
+12,6.191605835495713,3.0540000000167233,5.013726659115234,1.6716533043173665,Iris-virginica
+13,5.1089477161732,3.0540000000278757,4.89949134788285,1.6654274751367215,Iris-versicolor
+14,6.1865499846783525,3.054000000103865,4.99435153317272,1.6705144728691201,Iris-virginica
+15,6.179366625134593,3.054000000039143,4.9000686633762385,1.6654283646803205,Iris-versicolor
+16,6.187432294080165,3.0540000000175738,5.014377827896934,1.6680250338984233,Iris-virginica
+17,5.108947716173255,3.0540000000295016,4.899491354677921,1.6654274751382427,Iris-versicolor
+18,6.190610989627963,3.0540000000343888,5.022782101226705,1.6709609426990857,Iris-virginica
+19,6.18721005657335,3.0540000001955163,5.005307052395923,1.6718226653070705,Iris-virginica
+20,5.108947716173048,3.0540000000250216,4.899491308102055,1.6654274751353488,Iris-versicolor
+21,6.188215201859446,3.0540000001478256,4.983412816893111,1.6810324399236967,Iris-virginica
+22,6.192664704661752,3.0540000000136094,5.041923236643206,1.6696514863914138,Iris-virginica
+23,6.179366496710064,3.0540000000487066,4.899559496752754,1.665427501332017,Iris-versicolor
diff --git a/iris/lct_gan/0/28/test.csv b/iris/lct_gan/0/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/28/train.csv b/iris/lct_gan/0/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/28/val.csv b/iris/lct_gan/0/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/29/synth.csv b/iris/lct_gan/0/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e02f999afb7e2246ea0e05d83d9d85cd63f8829e
--- /dev/null
+++ b/iris/lct_gan/0/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622945,3.0540000000415937,4.89949140267567,1.6654274751417912,Iris-versicolor
+1,6.179367629880855,3.054000000042388,4.902010430192684,1.6654307154174217,Iris-versicolor
+2,6.187745237998949,3.0540000001132737,5.020240035356047,1.6697137133169204,Iris-virginica
+3,5.10894771617312,3.0540000000282848,4.899491329609286,1.6654274751362421,Iris-versicolor
+4,6.17936648863167,3.05400000007605,4.89949184106546,1.6654274751698497,Iris-versicolor
+5,6.179366488841135,3.0540000007579624,4.899495444524939,1.6654274757860426,Iris-versicolor
+6,6.190146664547375,3.0540000000406415,5.021214668618707,1.6711505096989103,Iris-virginica
+7,6.183696072186457,3.0540000000388132,4.9862707993649655,1.667340580947985,Iris-virginica
+8,6.189894564095629,3.054000000049073,5.007392005661138,1.6723041597035748,Iris-virginica
+9,5.108947716173472,3.054000000025829,4.899491386852124,1.6654274751399567,Iris-versicolor
+10,6.179366488625162,3.05400000002445,4.899491559547323,1.6654274751428488,Iris-versicolor
+11,6.19093902258156,3.0540000000065017,5.022934021848837,1.6682845621436444,Iris-virginica
+12,6.179366488662173,3.054000000097968,4.899493007714019,1.665427475262381,Iris-versicolor
+13,5.108947716173084,3.0540000000290974,4.899491319588753,1.665427475136053,Iris-versicolor
+14,6.17936648863352,3.0540000000264746,4.899491974514645,1.665427475155005,Iris-versicolor
+15,5.108947716173174,3.0540000000335596,4.899491343151446,1.6654274751367744,Iris-versicolor
+16,6.179389057400692,3.0540000000416083,4.910185659843695,1.6654600270000957,Iris-versicolor
+17,6.179366488646377,3.0540000000276373,4.899492353937579,1.6654274751860911,Iris-versicolor
+18,5.108947716173051,3.05400000002775,4.899491308775202,1.6654274751356244,Iris-versicolor
+19,6.179366607718332,3.0540000014573705,4.899848854657538,1.665428268523149,Iris-versicolor
+20,6.17944198982097,3.054000000007527,4.915839169521765,1.6655104174137667,Iris-virginica
+21,6.187362263891705,3.0540000000023975,5.014906267028105,1.6668966129601648,Iris-virginica
+22,6.179418026678497,3.0540000000085077,4.915240577944754,1.665463594942376,Iris-virginica
+23,6.192565996731854,3.0540000000031258,5.028648886190362,1.6677684679370757,Iris-virginica
+24,6.179366488691355,3.054000000018442,4.899493591337559,1.6654274753410283,Iris-versicolor
+25,6.179850856757355,3.0540000004512504,4.939318422253859,1.665968395215458,Iris-virginica
+26,6.191406930462587,3.0540000000244163,5.035971955448122,1.6697065632156098,Iris-virginica
+27,5.108947716173091,3.0540000000283976,4.899491321100439,1.6654274751363687,Iris-versicolor
+28,6.179386433284724,3.054000000040929,4.910667237397435,1.6654499187633223,Iris-versicolor
+29,6.179366488632972,3.0540000000188976,4.899491944504501,1.6654274751501672,Iris-versicolor
+30,6.186367947182457,3.054000000104315,5.001030612576671,1.6697055738164666,Iris-virginica
+31,6.179372338724695,3.0540000000213037,4.906045305419959,1.6654349851832955,Iris-versicolor
+0,6.1793681444091595,3.0540000000158862,4.902793071689861,1.6654324312896676,Iris-versicolor
+1,6.179393298543272,3.0540000000720466,4.91110371996532,1.6654683249271443,Iris-versicolor
+2,6.191178948901906,3.0540000000049736,5.026921090841196,1.667689171225443,Iris-virginica
+3,6.194251290562925,3.0540000000086334,5.0399624263017815,1.6694043303255452,Iris-virginica
+4,6.17949007883174,3.0540000000402965,4.925220694734453,1.665495946138589,Iris-virginica
+5,5.108947716173094,3.0540000000273837,4.899491321460401,1.6654274751363471,Iris-versicolor
+6,6.189603187394509,3.0540000000343412,5.029858785677022,1.6689025520231096,Iris-virginica
+7,6.179375093351939,3.0540000000465497,4.907539444019488,1.6654370630232949,Iris-versicolor
+8,6.190682838058015,3.0540000000316416,5.022793494960694,1.6708649558924247,Iris-virginica
+9,6.17936648866243,3.054000000045055,4.899492830533203,1.6654274752250302,Iris-versicolor
+10,6.181522041045867,3.054000000011984,4.961037030413599,1.6666017362282606,Iris-virginica
+11,6.183963278056711,3.0540000002190535,4.993465792296806,1.6686120139043281,Iris-virginica
+12,6.180287000095451,3.0540000000190664,4.950801136177352,1.6658663250926506,Iris-virginica
+13,5.108947716173073,3.0540000000291814,4.899491316698096,1.6654274751359917,Iris-versicolor
+14,6.181519445275925,3.0540000001646117,4.965298193124105,1.6671985622034426,Iris-virginica
+15,6.179367252507703,3.0540000000813134,4.901225932015577,1.66543040555671,Iris-versicolor
+16,6.179366498790999,3.0540000000084606,4.899582204965942,1.665427499444415,Iris-versicolor
+17,6.189148070647876,3.0540000000811727,5.0141373338125526,1.6714792756965025,Iris-virginica
+18,5.108947716173041,3.054000000026555,4.899491305318495,1.6654274751354292,Iris-versicolor
+19,6.188863682464289,3.0540000000538767,5.02055265640411,1.6695306385862474,Iris-virginica
+20,6.191812136198629,3.0540000000228043,5.029214595713725,1.6695294579141453,Iris-virginica
+21,5.10894771617322,3.054000000027053,4.899491350960969,1.6654274751376286,Iris-versicolor
+22,6.182621930627654,3.0540000006298142,4.9661322619780925,1.6707853027360884,Iris-virginica
+23,6.1793664904642736,3.0540000000120635,4.89951615033714,1.6654274788214019,Iris-versicolor
+24,6.179366488625105,3.054000000099354,4.89949155800558,1.665427475151573,Iris-versicolor
+25,6.187049640675043,3.05400000002608,5.014387445659215,1.6682368291407066,Iris-virginica
+26,6.190105838470141,3.0540000000478567,5.010907779288072,1.6714546492010915,Iris-virginica
+27,5.108947716173039,3.0540000000262295,4.899491304216046,1.6654274751353857,Iris-versicolor
+28,5.10894771617307,3.0540000000275596,4.899491313093574,1.6654274751360456,Iris-versicolor
+29,5.108947716173112,3.0540000000349012,4.899491326212129,1.665427475136579,Iris-versicolor
+30,6.179366488629088,3.0540000000158622,4.899491718080709,1.6654274751625109,Iris-versicolor
+31,6.179366543250652,3.0540000001562677,4.899744982541551,1.6654277042751688,Iris-versicolor
+0,6.1793664886570445,3.054000000035492,4.899492703871074,1.665427475182189,Iris-versicolor
+1,5.108947716173067,3.0540000000273335,4.899491312980507,1.6654274751360885,Iris-versicolor
+2,6.185577551705819,3.054000000117993,5.003194877986881,1.6690634456158586,Iris-virginica
+3,6.179760553837457,3.0540000000750216,4.933903415727096,1.6657997105887556,Iris-virginica
+4,5.1089477161730485,3.054000000025698,4.899491308081142,1.6654274751355491,Iris-versicolor
+5,6.17989779957395,3.0540000000183434,4.938181515829759,1.665760941950907,Iris-virginica
+6,6.17936711012418,3.0540000000117122,4.901371846812609,1.6654282117738382,Iris-versicolor
+7,6.189869659484366,3.054000000056265,5.0153668190153775,1.6705244333370823,Iris-virginica
+8,6.179366488901393,3.0540000000293435,4.899497266238915,1.6654274754118097,Iris-versicolor
+9,6.189875376348269,3.054000000071861,5.009990877612781,1.6718168981622703,Iris-virginica
+10,6.189559703672739,3.0540000000609284,5.015143984593337,1.6712115123143478,Iris-virginica
+11,6.179366488801651,3.0540000000299976,4.899495809678725,1.6654274753223495,Iris-versicolor
+12,5.108947716173035,3.054000000026131,4.899491302469405,1.6654274751353542,Iris-versicolor
+13,6.183578233677839,3.0540000000820506,4.976542607914167,1.6685120232122224,Iris-virginica
+14,5.108947716173727,3.054000000072378,4.899491430690685,1.6654274751423916,Iris-versicolor
+15,6.188711312703337,3.0540000000654333,5.021399894963794,1.6697961956001557,Iris-virginica
+16,6.185942291805924,3.0540000000738337,5.001844220235482,1.6685962966912684,Iris-virginica
+17,6.186591018514787,3.0540000000098004,5.035279251440762,1.666900476041795,Iris-virginica
+18,5.108947716173038,3.0540000000287297,4.899491302823035,1.6654274751354414,Iris-versicolor
+19,6.1793664886553765,3.0540000000197267,4.899492733623776,1.6654274751801679,Iris-versicolor
+20,5.108947716173106,3.0540000000262952,4.899491322877928,1.665427475136648,Iris-versicolor
+21,5.108947716173281,3.054000000029576,4.899491364051159,1.6654274751381206,Iris-versicolor
+22,6.179502580353818,3.054000000031085,4.921904660080572,1.6655971866174861,Iris-virginica
+23,6.193952339017133,3.05400000000884,5.053747181018165,1.6689455770195716,Iris-virginica
+24,6.1793664886522786,3.0540000000600656,4.89949259753037,1.665427475224903,Iris-versicolor
+25,6.19190277080121,3.054000000022132,5.024350959614807,1.669968523563795,Iris-virginica
+26,6.179564796173207,3.054000000007116,4.925227942449981,1.6656056140214677,Iris-virginica
+27,6.179366488647814,3.054000000013216,4.899492413563785,1.6654274752058718,Iris-versicolor
+28,6.179366491129163,3.0540000001243426,4.899518660899617,1.6654274814687782,Iris-versicolor
+29,6.189102172596875,3.0540000000042538,5.015201891276507,1.6674740236084862,Iris-virginica
+30,5.108947716174018,3.05400000009074,4.899491460976748,1.665427475146264,Iris-versicolor
+31,5.1089477161730805,3.054000000029656,4.8994913198990435,1.6654274751360882,Iris-versicolor
+0,6.179667681400745,3.05400000000638,4.932737953053677,1.6655586901943982,Iris-virginica
+1,6.179366488623656,3.0540000000238487,4.899491455807735,1.6654274751426457,Iris-versicolor
+2,6.191014043871078,3.054000000024181,5.036436847309922,1.669135670121991,Iris-virginica
+3,6.191310189970486,3.054000000026929,5.011263248780312,1.6716900160826917,Iris-virginica
+4,5.108947716173037,3.054000000026777,4.899491303136964,1.665427475135397,Iris-versicolor
+5,6.179366488700583,3.054000000011725,4.89949379422853,1.665427475308954,Iris-versicolor
+6,6.1897402533896635,3.0540000000068677,5.077328933582207,1.666807329883272,Iris-virginica
+7,6.182818130608104,3.05400000003344,4.986593951174849,1.6669724901068894,Iris-virginica
+8,6.1809146979827645,3.054000000004186,4.953624318358512,1.6661471875117932,Iris-virginica
+9,6.180271808401101,3.054000000033774,4.946653232310501,1.6660233654936827,Iris-virginica
+10,6.188161713625845,3.054000000100992,4.997917703123592,1.6724036028819338,Iris-virginica
+11,6.179366488767727,3.054000000036402,4.899495378402945,1.665427475269817,Iris-versicolor
+12,6.187350784150116,3.054000000054441,5.038272251536411,1.6679279808163872,Iris-virginica
+13,6.18108502950264,3.0540000000328,4.976792231993952,1.6659859366586776,Iris-virginica
+14,6.186642834914286,3.0540000002085526,4.990150528377128,1.6734859598675405,Iris-virginica
+15,5.108947716173142,3.0540000000254337,4.899491334183429,1.665427475136118,Iris-versicolor
+16,6.17971009179439,3.0540000000196486,4.934489967904348,1.6656190201682963,Iris-virginica
+17,6.189871976208604,3.0540000000523158,5.017063422298059,1.6712749969921044,Iris-virginica
+18,6.17936734061032,3.0540000002630516,4.901265640851318,1.6654313520903363,Iris-versicolor
+19,6.193681023628065,3.0540000000105616,5.060458940802921,1.668692501076018,Iris-virginica
+20,5.108947716173047,3.0540000000283976,4.899491306587151,1.6654274751356444,Iris-versicolor
+21,6.1821950227699025,3.054000000219637,4.972481529678253,1.6677553736921074,Iris-virginica
+22,6.180562861524237,3.0540000000040304,4.964760323833299,1.66570989605648,Iris-virginica
+23,6.189267795024405,3.054000000079248,5.005789879070609,1.67299965183621,Iris-virginica
diff --git a/iris/lct_gan/0/29/test.csv b/iris/lct_gan/0/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/29/train.csv b/iris/lct_gan/0/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/29/val.csv b/iris/lct_gan/0/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/3/synth.csv b/iris/lct_gan/0/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60172c9222a81391c6c0c8f8f9ea294a4314e5cc
--- /dev/null
+++ b/iris/lct_gan/0/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173124,3.0540000000312926,4.899491330171707,1.6654274751365914,Iris-versicolor
+1,6.179413397984997,3.054000000016978,4.916398794466,1.6654559582152821,Iris-virginica
+2,6.189205756593375,3.0540000000467122,5.034061922889349,1.6690861728401194,Iris-virginica
+3,6.181946968742314,3.0540000008044745,4.9745572466398995,1.6681606558063777,Iris-virginica
+4,5.108947716173361,3.054000000046674,4.899491374940002,1.6654274751395048,Iris-versicolor
+5,6.185133674522773,3.054000000191328,4.998267819687022,1.669285683586816,Iris-virginica
+6,6.179396180859035,3.0540000001077483,4.912159329564774,1.6654685603924662,Iris-versicolor
+7,6.179366488640047,3.0540000000409604,4.899492153321604,1.6654274751869271,Iris-versicolor
+8,6.179366488879015,3.0540000000245224,4.899497930613423,1.6654274754334013,Iris-versicolor
+9,6.181374439811731,3.054000000020671,4.959629772944125,1.6665582975887314,Iris-virginica
+10,6.180892950021567,3.054000000085536,4.96089283276703,1.6664385549048875,Iris-virginica
+11,5.108947716173102,3.054000000041044,4.899491324543168,1.6654274751364928,Iris-versicolor
+12,6.1823369606485885,3.0540000005766132,4.971616994154676,1.6689802594155083,Iris-virginica
+13,5.108947716173077,3.054000000035127,4.899491316820774,1.6654274751362288,Iris-versicolor
+14,6.179782181404637,3.0540000000135503,4.936434153524691,1.6656539096151717,Iris-virginica
+15,6.190047718182421,3.0540000000522105,5.032584964783739,1.6702214373943396,Iris-virginica
+16,6.179998252280253,3.0540000000100616,4.9426741270504335,1.6657076985840578,Iris-virginica
+17,6.179366496202769,3.0540000003848577,4.899547227490899,1.665427491685906,Iris-versicolor
+18,5.108947716173249,3.054000000031686,4.899491357244698,1.6654274751376885,Iris-versicolor
+19,6.179366798199002,3.054000000007658,4.900533756226913,1.665428324946324,Iris-versicolor
+20,6.185427624161239,3.0540000005919277,4.981955926017122,1.6754133379468223,Iris-virginica
+21,6.189685228574593,3.0540000000525036,5.021184689715994,1.6706383569795717,Iris-virginica
+22,5.108947716173082,3.0540000000321235,4.8994913196833645,1.665427475136055,Iris-versicolor
+23,5.108947716173288,3.0540000000521106,4.899491364091987,1.6654274751384277,Iris-versicolor
+24,6.183338531151799,3.0540000008083226,4.96571751630337,1.6745231527806315,Iris-virginica
+25,6.191742521528571,3.0540000000227057,5.043575990934269,1.6694892228927611,Iris-virginica
+26,6.18360520925791,3.05400000010735,4.976619468717931,1.6686220198454988,Iris-virginica
+27,6.179366605419481,3.054000000040567,4.899997991749848,1.6654276077675545,Iris-versicolor
+28,6.181417296944302,3.0540000009510284,4.957579526168283,1.6692229725653558,Iris-virginica
+29,5.108947716173043,3.0540000000253857,4.899491306439423,1.6654274751353877,Iris-versicolor
+30,6.182832665734578,3.0540000002247907,4.976887940610142,1.6681712934784938,Iris-virginica
+31,6.179366489930692,3.0540000000246526,4.899512170483204,1.6654274764056411,Iris-versicolor
+0,6.179366488634862,3.05400000004769,4.899491991540419,1.6654274751607363,Iris-versicolor
+1,5.108947716173056,3.054000000027401,4.899491309865158,1.6654274751358478,Iris-versicolor
+2,6.191562926946225,3.0540000000191467,5.032728568355265,1.6694184771835345,Iris-virginica
+3,6.179366491528086,3.054000000038239,4.899527451063698,1.6654274776398816,Iris-versicolor
+4,6.179366496772675,3.054000000020686,4.899563880840925,1.6654274910044051,Iris-versicolor
+5,6.179366488633351,3.054000000040151,4.899491958253898,1.6654274751652098,Iris-versicolor
+6,6.1866937387070955,3.054000000039263,5.004351798486519,1.6683889908577934,Iris-virginica
+7,6.182133693892317,3.054000000292039,4.969198927379114,1.6683017253231764,Iris-virginica
+8,6.184082875546748,3.0540000001870777,4.97613364040092,1.670446452289768,Iris-virginica
+9,5.108947716173035,3.054000000027372,4.8994913017471875,1.6654274751353524,Iris-versicolor
+10,6.179398405234352,3.054000000019228,4.913483790170117,1.6654514002047602,Iris-virginica
+11,6.179366488624743,3.054000000019154,4.899491525297111,1.665427475142408,Iris-versicolor
+12,5.108947716173395,3.0540000000257805,4.8994913800909385,1.665427475137233,Iris-versicolor
+13,5.1089477161732475,3.0540000000242467,4.899491351229348,1.6654274751381986,Iris-versicolor
+14,6.179366696619636,3.0540000006930983,4.900047777534658,1.665428107951307,Iris-versicolor
+15,6.1793825412610985,3.0540000000337337,4.908769382595372,1.665450693854994,Iris-versicolor
+16,6.191943798363038,3.0540000000220844,5.050008085202313,1.6691819394177871,Iris-virginica
+17,6.179427402574954,3.054000000045746,4.915007501981638,1.6655251919944825,Iris-virginica
+18,6.1868047804222766,3.0540000001504364,4.99980507953624,1.6711526532611103,Iris-virginica
+19,6.179444834467305,3.0540000019564735,4.914343609050522,1.6658678751581057,Iris-virginica
+20,6.188362288401537,3.05400000010859,5.007806344863461,1.672261797025418,Iris-virginica
+21,6.183620353369825,3.0540000001177057,5.000532352457701,1.667560019359825,Iris-virginica
+22,5.108947716173037,3.0540000000290424,4.899491302592569,1.665427475135407,Iris-versicolor
+23,5.108947716173093,3.0540000000249057,4.899491321219379,1.6654274751364078,Iris-versicolor
+24,5.108947716173767,3.05400000005767,4.899491436128805,1.6654274751430214,Iris-versicolor
+25,6.179366504289285,3.0540000000299323,4.899604428025987,1.6654274897129413,Iris-versicolor
+26,6.179366615250989,3.054000000027775,4.900052925859334,1.6654280122412963,Iris-versicolor
+27,6.189591670005279,3.0540000000489473,5.020950974340528,1.6703206823666048,Iris-virginica
+28,6.179366488866824,3.0540000000366008,4.899497102224386,1.6654274755532752,Iris-versicolor
+29,6.192963544658979,3.054000000014701,5.050239074086001,1.6693651850298459,Iris-virginica
+30,6.179396744890078,3.0540000011750306,4.911204951134381,1.6655449172413974,Iris-versicolor
+31,6.179366583270297,3.0540000000629766,4.899865194017408,1.6654276435392708,Iris-versicolor
+0,6.179389050623627,3.0540000000033425,4.910256918363464,1.665475232786121,Iris-virginica
+1,6.193243410245476,3.05400000001056,5.044742841867262,1.6694725756200368,Iris-virginica
+2,6.179438329916943,3.05400000000737,4.916734828324191,1.6655043145089654,Iris-virginica
+3,5.108947716173043,3.054000000028739,4.899491304865242,1.6654274751355365,Iris-versicolor
+4,6.182693339138057,3.0540000005338532,4.972274866604234,1.6697352957582485,Iris-virginica
+5,6.18008528185983,3.0540000011887387,4.932677169796613,1.6682229712313132,Iris-virginica
+6,6.1895380925328265,3.0540000000585654,5.02006032452873,1.6706921303743936,Iris-virginica
+7,6.1793665280892265,3.054000000019161,4.899729211485789,1.665427632708886,Iris-versicolor
+8,5.108947716173178,3.0540000000273775,4.8994913406544605,1.665427475137171,Iris-versicolor
+9,6.191730843788281,3.054000000018776,5.045846345640373,1.6689720069457374,Iris-virginica
+10,6.191931053939604,3.0540000000173038,5.02786793389867,1.6703393223038854,Iris-virginica
+11,6.190886329828655,3.0540000000091383,5.074125868551238,1.667209448448839,Iris-virginica
+12,6.179366542038441,3.054000000038494,4.899778890644876,1.6654275308260558,Iris-versicolor
+13,6.179366491337759,3.054000000042073,4.899522383804494,1.6654274778419513,Iris-versicolor
+14,6.179633422549133,3.054000000981393,4.926047304819935,1.6661088025668882,Iris-virginica
+15,6.191100986216192,3.0540000000304404,5.033885501361746,1.6701176271566132,Iris-virginica
+16,6.184475074720232,3.0540000002920316,4.982895308742736,1.670410674458506,Iris-virginica
+17,5.108947716173047,3.05400000003106,4.899491306572,1.6654274751356706,Iris-versicolor
+18,6.19003159802057,3.0540000000423597,4.995992674860041,1.675586635325863,Iris-virginica
+19,5.108947716173037,3.0540000000274867,4.899491302880722,1.6654274751354146,Iris-versicolor
+20,6.179366490703079,3.054000000027199,4.899519979247894,1.6654274773263116,Iris-versicolor
+21,6.1903716398742565,3.054000000036972,5.024566089821549,1.6701659286766182,Iris-virginica
+22,6.1793666335502655,3.0540000011622186,4.899883725861057,1.6654279004041201,Iris-versicolor
+23,6.183754788910406,3.054000000118308,4.998639598102557,1.667773318888481,Iris-virginica
+24,6.189822439582881,3.05400000005771,4.997512769067218,1.6732043807865495,Iris-virginica
+25,6.179366496731613,3.0540000000954644,4.899553753259907,1.6654274831593683,Iris-versicolor
+26,6.186880300891618,3.0540000001908507,5.014160133787374,1.670176461332131,Iris-virginica
+27,6.189341338992628,3.0540000000762695,5.037220813750782,1.66976226320629,Iris-virginica
+28,6.179366488626323,3.054000000045579,4.899491616651731,1.6654274751487732,Iris-versicolor
+29,6.179366488625136,3.0540000000466625,4.899491539526517,1.6654274751510976,Iris-versicolor
+30,6.189462859301037,3.054000000070654,5.030022537772649,1.6702336833498528,Iris-virginica
+31,6.1793664886766155,3.054000000020578,4.899493415157599,1.6654274751962326,Iris-versicolor
+0,5.108947716173167,3.054000000055385,4.899491340014094,1.6654274751371805,Iris-versicolor
+1,5.108947716173462,3.0540000000419854,4.8994913924457,1.665427475139978,Iris-versicolor
+2,6.186716712133845,3.054000000015715,4.996369337197774,1.668260267623049,Iris-virginica
+3,6.193285889332992,3.054000000015369,5.073615902027203,1.668457988397429,Iris-virginica
+4,6.1936139829411205,3.0540000000109186,5.055793788302688,1.6690288382609122,Iris-virginica
+5,6.179395110965058,3.0540000000643053,4.912604771722326,1.6654566958485895,Iris-versicolor
+6,6.187989595585999,3.054000000059596,5.018449918408124,1.6692905196523726,Iris-virginica
+7,6.1864403659045415,3.0540000001722674,4.990890977257708,1.6722784051463213,Iris-virginica
+8,6.179538556759192,3.0540000000075533,4.922452761532322,1.6656279510019916,Iris-virginica
+9,5.1089477161730805,3.0540000000276146,4.899491317313682,1.6654274751362106,Iris-versicolor
+10,6.179874180864902,3.0540000000815,4.934914697166508,1.6660022132125965,Iris-virginica
+11,6.180228516490572,3.0540000000079246,4.944321221995032,1.6658614241309115,Iris-virginica
+12,5.108947716173069,3.0540000000307943,4.89949131537118,1.6654274751358047,Iris-versicolor
+13,5.108947716173247,3.0540000000290153,4.899491357672273,1.6654274751379656,Iris-versicolor
+14,5.108947716173066,3.054000000041936,4.899491313095761,1.6654274751360083,Iris-versicolor
+15,6.1837897283607655,3.054000001271563,4.970950854681884,1.6758888743333995,Iris-virginica
+16,6.179366488907575,3.05400000003343,4.899497528115062,1.6654274754440268,Iris-versicolor
+17,5.108947716173037,3.054000000028251,4.8994913025683875,1.6654274751354026,Iris-versicolor
+18,6.180116668314133,3.0540000003814076,4.938971204151299,1.6666807863038124,Iris-virginica
+19,6.191700853956858,3.0540000000284824,5.006502406424153,1.6726731305430222,Iris-virginica
+20,6.179366489165138,3.0540000000610874,4.89950070328449,1.665427476188127,Iris-versicolor
+21,6.192420396574377,3.0540000000168037,5.052480437929991,1.6691649622094047,Iris-virginica
+22,6.187062928200547,3.054000000006645,5.009333968190135,1.6674112275541648,Iris-virginica
+23,6.179366489904571,3.054000000016524,4.899509230068228,1.6654274772407434,Iris-versicolor
diff --git a/iris/lct_gan/0/3/test.csv b/iris/lct_gan/0/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/3/train.csv b/iris/lct_gan/0/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/3/val.csv b/iris/lct_gan/0/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/4/synth.csv b/iris/lct_gan/0/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93dfbd40c5be8ba35f490d6bff0380d7d4da3a19
--- /dev/null
+++ b/iris/lct_gan/0/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.190743551152669,3.054000000043741,5.007887101548825,1.671879274761926,Iris-virginica
+1,6.179777354750563,3.0540000000046756,4.936549716754172,1.6655927771563903,Iris-virginica
+2,6.179933149488166,3.0540000000483203,4.945389465850965,1.665732735842226,Iris-virginica
+3,6.187022348227332,3.0540000000061487,5.040253573100384,1.6667299032828393,Iris-virginica
+4,6.179366488885927,3.05400000009111,4.899497100800724,1.6654274758506695,Iris-versicolor
+5,6.189121416815694,3.054000000072282,5.015238011039141,1.671210465003136,Iris-virginica
+6,6.184242129248455,3.0540000000802294,4.982432386708712,1.6689545484962218,Iris-virginica
+7,6.179366488623832,3.0540000000298666,4.899491475442091,1.6654274751445617,Iris-versicolor
+8,5.108947716173268,3.0540000000515266,4.899491360718617,1.6654274751378981,Iris-versicolor
+9,5.1089477161731915,3.054000000041306,4.899491343555087,1.6654274751376597,Iris-versicolor
+10,6.1937460982715695,3.0540000000084966,5.070473870390158,1.6681225910601547,Iris-virginica
+11,6.180614065626696,3.0540000006438612,4.948959659878579,1.667493063424522,Iris-virginica
+12,6.1793664944568985,3.0540000001760266,4.899538076991724,1.665427484956308,Iris-versicolor
+13,6.179366488623652,3.0540000000254452,4.899491447663716,1.6654274751441236,Iris-versicolor
+14,6.179366490595403,3.0540000000343595,4.8995161611279565,1.6654274797975726,Iris-versicolor
+15,5.108947716173042,3.0540000000257193,4.899491305190369,1.665427475135487,Iris-versicolor
+16,6.188867398425827,3.0540000000334664,5.05062599828843,1.6680333236847733,Iris-virginica
+17,6.192958594691453,3.054000000006924,5.074373741672999,1.6676330250671358,Iris-virginica
+18,5.108947716173247,3.054000000031944,4.899491355555818,1.6654274751382856,Iris-versicolor
+19,5.1089477161730406,3.054000000029549,4.899491304062847,1.6654274751355,Iris-versicolor
+20,6.179392169713199,3.0540000000122203,4.912083682706461,1.6654457372640865,Iris-virginica
+21,6.193389558385273,3.0540000000096565,5.046222451423592,1.669365893433107,Iris-virginica
+22,6.1793664893059805,3.054000000051688,4.899502351038157,1.6654274760822052,Iris-versicolor
+23,6.179699302063458,3.0540000004798866,4.926784902140307,1.6663523823586068,Iris-virginica
+24,6.190455063559356,3.0540000000563636,5.01042924246054,1.6710940054645738,Iris-virginica
+25,6.192180666161196,3.0540000000098155,5.032062166238769,1.6688294549615497,Iris-virginica
+26,6.188770949354348,3.0540000000509995,5.035783339748577,1.6688405035238705,Iris-virginica
+27,6.187179501330143,3.054000000122206,5.005264541636507,1.6706510295268011,Iris-virginica
+28,6.17936648913223,3.0540000001399443,4.899500110874328,1.6654274764216928,Iris-versicolor
+29,6.179366488649008,3.054000000034998,4.899492519885405,1.6654274751888085,Iris-versicolor
+30,6.189556032330627,3.0540000000550505,5.009135534618821,1.6725698309102945,Iris-virginica
+31,6.179366488623679,3.0540000000262286,4.899491457447044,1.6654274751397287,Iris-versicolor
+0,6.194040077540122,3.054000000006095,5.034013271270012,1.668374387432475,Iris-virginica
+1,6.179679582477819,3.054000000040405,4.927434720182962,1.6657980691690515,Iris-virginica
+2,6.180500330275138,3.054000000937331,4.946005799948152,1.6676926249462365,Iris-virginica
+3,6.189990437994823,3.0540000000516097,5.031902991647686,1.6698803915912228,Iris-virginica
+4,6.179517253750402,3.054000000008164,4.926601398612846,1.665490256895972,Iris-virginica
+5,6.179369284719529,3.0540000000098826,4.9045065990761785,1.6654300547033596,Iris-versicolor
+6,6.184772386502133,3.0540000000070187,4.994365772213495,1.6670039164783372,Iris-virginica
+7,6.179366488623879,3.0540000000390366,4.899491474519383,1.6654274751447233,Iris-versicolor
+8,6.181597497374786,3.0540000000987564,4.964794448754472,1.6671233381988153,Iris-virginica
+9,6.179605854868414,3.054000000184824,4.926328836982967,1.665816775429925,Iris-virginica
+10,6.1807575092367015,3.0540000000589203,4.9543966346751,1.6664273657426678,Iris-virginica
+11,6.179366490427368,3.0540000000228193,4.89951624928807,1.6654274786143204,Iris-versicolor
+12,6.179366991446259,3.0540000000280694,4.900851875986676,1.665428392257036,Iris-versicolor
+13,6.181853040668382,3.0540000010639154,4.963766648902146,1.6697119890054706,Iris-virginica
+14,5.108947716173051,3.0540000000308343,4.8994913086518315,1.6654274751357185,Iris-versicolor
+15,5.108947716173045,3.0540000000279477,4.899491306091048,1.6654274751355709,Iris-versicolor
+16,6.185959271588896,3.0540000000735565,5.0063233209389875,1.6685075423678748,Iris-virginica
+17,6.1816132387944025,3.054000000669063,4.955918060861059,1.6698383825029495,Iris-virginica
+18,6.179366488624089,3.054000000020129,4.899491487449365,1.6654274751450433,Iris-versicolor
+19,6.179366488632535,3.0540000000465772,4.8994918829518195,1.6654274751658902,Iris-versicolor
+20,6.182656745631647,3.0540000004765573,4.972308491251686,1.6694351660550684,Iris-virginica
+21,6.179366488624579,3.05400000005639,4.8994915184383,1.6654274751467286,Iris-versicolor
+22,5.108947716173036,3.0540000000287186,4.899491301853264,1.665427475135374,Iris-versicolor
+23,5.108947716173187,3.0540000000284597,4.899491343540625,1.6654274751376392,Iris-versicolor
+24,6.188415435714839,3.054000000119407,5.001649113484411,1.6732312813502304,Iris-virginica
+25,6.1793666424495255,3.0540000009742703,4.899956314796252,1.665428983875725,Iris-versicolor
+26,6.1901810403288975,3.0540000000188647,5.019340355603591,1.6692070275784208,Iris-virginica
+27,5.108947716173037,3.0540000000278282,4.8994913029957825,1.6654274751353944,Iris-versicolor
+28,6.1793943380582395,3.054000000060544,4.91102146089544,1.6654936566237022,Iris-versicolor
+29,5.10894771617307,3.0540000000328376,4.899491315747648,1.6654274751358047,Iris-versicolor
+30,6.192654905120407,3.0540000000153733,5.043128771241653,1.6694784357504118,Iris-virginica
+31,5.108947716173058,3.0540000000283336,4.899491311064538,1.6654274751357583,Iris-versicolor
+0,6.188861763828989,3.0540000000079393,5.017784204167994,1.6676454688209112,Iris-virginica
+1,5.108947716173077,3.0540000000257734,4.899491318077422,1.665427475135688,Iris-versicolor
+2,5.108947716173201,3.0540000000536587,4.899491349071606,1.6654274751374225,Iris-versicolor
+3,5.108947716173233,3.0540000000663285,4.899491352228279,1.665427475138391,Iris-versicolor
+4,6.17936648881492,3.054000000088277,4.899496198781695,1.6654274756253282,Iris-versicolor
+5,6.1793664887610165,3.0540000000554164,4.899494777040132,1.6654274754658642,Iris-versicolor
+6,5.1089477161730565,3.0540000000366616,4.8994913106530085,1.665427475135772,Iris-versicolor
+7,6.189909059831516,3.054000000019422,5.0124007461527444,1.6692460093337014,Iris-virginica
+8,6.191020740967987,3.0540000000314804,5.044684860143034,1.6694355530871323,Iris-virginica
+9,6.194774832593053,3.0540000000066416,5.042536559717936,1.6692521263979017,Iris-virginica
+10,5.108947716173046,3.0540000000282004,4.899491306590354,1.6654274751356057,Iris-versicolor
+11,6.1865643716543905,3.0540000000320413,5.004448182472233,1.6683167857236558,Iris-virginica
+12,6.188648579882496,3.054000000089961,5.020437068160943,1.6702198807016233,Iris-virginica
+13,6.179366488687013,3.0540000000887533,4.8994934160035895,1.6654274752534417,Iris-versicolor
+14,6.184506157378992,3.054000000014358,5.0157947281423745,1.6666573776951252,Iris-virginica
+15,6.179367431165572,3.054000000005323,4.901883736459176,1.6654305419582147,Iris-versicolor
+16,6.179366488675659,3.054000000045586,4.899493358221463,1.6654274752654001,Iris-versicolor
+17,6.188914994106536,3.0540000000162544,5.057942964206798,1.6673756012322936,Iris-virginica
+18,6.186538840976812,3.0540000002065546,4.9870901414113,1.6734020281512654,Iris-virginica
+19,6.179674305032467,3.0540000000090908,4.932868877813094,1.6655739527136042,Iris-virginica
+20,6.179401861453314,3.054000000097247,4.912498173554256,1.6654833179557764,Iris-virginica
+21,5.108947716173263,3.0540000000311,4.899491354970252,1.6654274751383173,Iris-versicolor
+22,5.108947716173053,3.054000000030181,4.899491308251025,1.6654274751358271,Iris-versicolor
+23,6.190734172707153,3.054000000027932,5.031995217108097,1.6701412222462395,Iris-virginica
+24,6.190893296733654,3.0540000000327012,5.038332209341837,1.6696902654544543,Iris-virginica
+25,6.18621902427213,3.0540000001059138,4.994099245135373,1.6704586517524935,Iris-virginica
+26,6.179432319039784,3.054000000205753,4.915804445835483,1.665577906550481,Iris-virginica
+27,6.1803746021457435,3.0540000013833075,4.945662449586795,1.6674422996220242,Iris-virginica
+28,6.179366488709039,3.054000000043288,4.899493992683632,1.6654274752631895,Iris-versicolor
+29,5.108947716173052,3.0540000000315923,4.899491308619052,1.6654274751357554,Iris-versicolor
+30,6.193256259245688,3.0540000000106886,5.029540211371684,1.6697951564455733,Iris-virginica
+31,6.1793667337690295,3.0540000018847837,4.900038444058781,1.6654284160792328,Iris-versicolor
+0,6.191570976569473,3.054000000018376,5.0197326827622035,1.6709180029394006,Iris-virginica
+1,6.179366912676958,3.0540000000153134,4.900831464916582,1.6654279346181535,Iris-versicolor
+2,6.180425488770532,3.0540000013157713,4.940941791717251,1.6685802962392537,Iris-virginica
+3,5.108947716173052,3.0540000000327128,4.899491308335848,1.6654274751357605,Iris-versicolor
+4,6.183787031325642,3.0540000002614685,4.991821786542435,1.6687371098859891,Iris-virginica
+5,6.182774366271977,3.0540000000287217,4.9928152613640995,1.6665538778171463,Iris-virginica
+6,6.185081212187372,3.0540000000984353,5.0051522927204255,1.6681551427405827,Iris-virginica
+7,5.108947716173061,3.0540000000304994,4.899491311347284,1.6654274751359088,Iris-versicolor
+8,5.108947716173129,3.054000000045532,4.8994913308430705,1.6654274751366038,Iris-versicolor
+9,5.1089477161730725,3.0540000000366003,4.8994913147784285,1.6654274751360776,Iris-versicolor
+10,6.179366496139516,3.054000001520527,4.899544033421512,1.6654275101553055,Iris-versicolor
+11,6.179366488766895,3.0540000002324126,4.89949475195698,1.6654274754055962,Iris-versicolor
+12,6.191222274364152,3.054000000027199,5.040189475529919,1.6698262854059225,Iris-virginica
+13,6.179366505572937,3.05400000003536,4.899613709788999,1.6654274875953343,Iris-versicolor
+14,5.108947716173347,3.0540000000240224,4.899491369395011,1.6654274751389655,Iris-versicolor
+15,5.1089477161730725,3.0540000000287915,4.899491314805587,1.6654274751360632,Iris-versicolor
+16,5.108947716173972,3.054000000037566,4.899491457077591,1.665427475141131,Iris-versicolor
+17,6.179366488627177,3.054000000073807,4.899491667406988,1.6654274751605558,Iris-versicolor
+18,6.17937591065623,3.054000002715051,4.905669198855063,1.6655018463129163,Iris-versicolor
+19,6.194346730119899,3.054000000007558,5.056299752636957,1.6689830555080583,Iris-virginica
+20,6.1913123860828385,3.0540000000195278,5.015108427638638,1.6715439687789009,Iris-virginica
+21,6.1853391556923345,3.0540000001984913,4.983238752905416,1.67165368849461,Iris-virginica
+22,5.108947716173034,3.054000000026647,4.899491301757894,1.6654274751353408,Iris-versicolor
+23,5.108947716173049,3.054000000028549,4.899491306905289,1.6654274751356586,Iris-versicolor
diff --git a/iris/lct_gan/0/4/test.csv b/iris/lct_gan/0/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/4/train.csv b/iris/lct_gan/0/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/4/val.csv b/iris/lct_gan/0/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/5/synth.csv b/iris/lct_gan/0/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c66110b97bbb3930203ab53f86ccbdd8b9a3e837
--- /dev/null
+++ b/iris/lct_gan/0/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366511718222,3.05400000039086,4.899606198183968,1.665427506240124,Iris-versicolor
+1,6.188041612075734,3.054000000074287,5.016608698499633,1.6695394709923668,Iris-virginica
+2,6.180522354493326,3.0540000000169303,4.949811303973716,1.6660586920084455,Iris-virginica
+3,5.108947716173292,3.0540000000216416,4.89949136467496,1.6654274751382103,Iris-versicolor
+4,5.108947716173077,3.0540000000398386,4.899491316010044,1.6654274751362053,Iris-versicolor
+5,6.190423864820371,3.054000000039687,5.020268613492342,1.671095067049887,Iris-virginica
+6,6.179379012485187,3.054000000006546,4.907958309917305,1.6654540995918663,Iris-versicolor
+7,6.179366570136179,3.054000002378254,4.899748768963848,1.6654282019949436,Iris-versicolor
+8,6.179372883709965,3.0540000000308933,4.904975537683372,1.6654562533960524,Iris-versicolor
+9,6.183114645514951,3.0540000000177883,4.994040875699011,1.6665805248116115,Iris-virginica
+10,6.179691239455261,3.0540000000694163,4.9262632198310765,1.6660369284899454,Iris-virginica
+11,6.192107476359663,3.054000000016896,5.027642710669613,1.670355084174491,Iris-virginica
+12,6.1793667829179455,3.0540000000138914,4.900516538114758,1.66542882790976,Iris-versicolor
+13,5.1089477161731125,3.0540000000291148,4.899491327771519,1.665427475135964,Iris-versicolor
+14,6.189909305935536,3.0540000000192467,5.044166113815201,1.6680883014059225,Iris-virginica
+15,6.179366494787182,3.054000000011735,4.899550666158226,1.665427485214851,Iris-versicolor
+16,5.108947716173044,3.0540000000265297,4.899491306172803,1.6654274751354956,Iris-versicolor
+17,6.179366489526424,3.054000000015209,4.899509518417219,1.665427476157298,Iris-versicolor
+18,6.192027680094428,3.054000000021811,5.067681517577037,1.6684994746457593,Iris-virginica
+19,6.1793666423556655,3.0540000005900656,4.89993199680336,1.6654280765771088,Iris-versicolor
+20,6.1840632287073305,3.054000000041042,4.989307317020895,1.667626875376418,Iris-virginica
+21,6.179436996601141,3.054000000012142,4.917007069466217,1.66549943092467,Iris-virginica
+22,6.179869809599125,3.0540000000695797,4.9357711220023885,1.6659052907895673,Iris-virginica
+23,6.183579341145926,3.054000000256169,4.976661985730768,1.6699830578616794,Iris-virginica
+24,6.179366488699443,3.0540000000196232,4.89949378784591,1.6654274752736666,Iris-versicolor
+25,6.18436618868105,3.054000000121202,4.9977460467031785,1.6682504831343656,Iris-virginica
+26,6.193349430183742,3.0540000000133314,5.023898662143925,1.669926177198897,Iris-virginica
+27,6.183806746488555,3.05400000081695,4.985356855558048,1.670936294588607,Iris-virginica
+28,6.179366489082225,3.0540000000240943,4.899499915401471,1.6654274762696122,Iris-versicolor
+29,6.179381599220404,3.0540000000419507,4.90941997059055,1.6654450177394524,Iris-versicolor
+30,6.1795657074509,3.0540000000548564,4.926875542358365,1.665603889926678,Iris-virginica
+31,6.179366488967596,3.054000000017546,4.899499808391781,1.6654274754965235,Iris-versicolor
+0,5.108947716173059,3.054000000030874,4.899491311003715,1.665427475135924,Iris-versicolor
+1,6.179366488627084,3.054000000078248,4.899491689596801,1.6654274751667484,Iris-versicolor
+2,5.108947716173196,3.0540000000262557,4.899491346192784,1.6654274751375011,Iris-versicolor
+3,6.183660683055949,3.0540000005802397,4.976772796359902,1.671159478728572,Iris-virginica
+4,6.188323547585271,3.054000000117283,5.014457208829565,1.6710153882001682,Iris-virginica
+5,6.181551446641687,3.0540000000029144,4.97165634693623,1.6659830107737625,Iris-virginica
+6,6.1793664897712235,3.054000000170792,4.899507066817972,1.6654274771878725,Iris-versicolor
+7,6.182344959029214,3.0540000000481524,4.985180815489157,1.6666735513735562,Iris-virginica
+8,6.1864386801268685,3.0540000000239638,5.0325719326533145,1.6672301899416782,Iris-virginica
+9,6.18288345030986,3.054000000239916,4.969058788203104,1.6694090216109307,Iris-virginica
+10,6.191677031366665,3.0540000000265763,5.019521892429989,1.6707085137801574,Iris-virginica
+11,6.1807869035905165,3.0540000001171834,4.947177916262056,1.6672969130052124,Iris-virginica
+12,6.179366488636942,3.0540000000572296,4.899492034877348,1.6654274751781057,Iris-versicolor
+13,6.17936649194335,3.054000000067919,4.899525759207837,1.6654274823351354,Iris-versicolor
+14,6.1899153288608115,3.0540000000528464,5.043646604569945,1.6691106223366727,Iris-virginica
+15,6.179387766582823,3.0540000003133985,4.91008183272303,1.6654788311118458,Iris-versicolor
+16,5.108947716173061,3.0540000000297405,4.8994913114750975,1.6654274751358584,Iris-versicolor
+17,5.108947716173053,3.054000000027877,4.899491309152406,1.6654274751357234,Iris-versicolor
+18,5.108947716173215,3.0540000000278105,4.899491350498064,1.6654274751370617,Iris-versicolor
+19,6.19221109939816,3.0540000000149523,5.036579850552983,1.669909736288896,Iris-virginica
+20,6.182955136994494,3.0540000015115054,4.97210888829055,1.6721809994939805,Iris-virginica
+21,6.189738847180578,3.054000000062972,5.000316872059354,1.6744163392719686,Iris-virginica
+22,6.190922615182157,3.054000000019894,5.03264892477893,1.6691221015690247,Iris-virginica
+23,6.190908013475133,3.054000000025957,5.013804001432453,1.6717284399245231,Iris-virginica
+24,6.191861662366674,3.0540000000141516,5.021421744418546,1.670755339358077,Iris-virginica
+25,5.1089477161731285,3.054000000031321,4.899491332031587,1.665427475136262,Iris-versicolor
+26,6.19097133401747,3.0540000000433705,5.0077342429134655,1.6723411100503094,Iris-virginica
+27,6.179366488706897,3.0540000000711993,4.899493949481627,1.6654274752872682,Iris-versicolor
+28,6.179948928729718,3.054000000531719,4.936276692371102,1.666526536081774,Iris-virginica
+29,5.108947716173038,3.054000000027816,4.899491303171589,1.6654274751354212,Iris-versicolor
+30,6.179366664981437,3.0540000000507472,4.900200715608011,1.6654279510247076,Iris-versicolor
+31,5.108947716173253,3.054000000024936,4.899491358058854,1.6654274751380318,Iris-versicolor
+0,6.17936648862353,3.054000000036946,4.899491461487494,1.6654274751448854,Iris-versicolor
+1,5.108947716173041,3.0540000000282066,4.89949130460052,1.66542747513548,Iris-versicolor
+2,6.186480243121803,3.054000000076643,5.0231731151668,1.6682205446340739,Iris-virginica
+3,6.184508271572869,3.0540000000441165,5.021257191884966,1.6669080432527403,Iris-virginica
+4,6.193433424858053,3.0540000000117145,5.052719431193211,1.669182700431308,Iris-virginica
+5,5.108947716173047,3.0540000000302183,4.899491306898876,1.6654274751356066,Iris-versicolor
+6,6.179366488962218,3.054000000040173,4.899498090322999,1.6654274757313523,Iris-versicolor
+7,5.108947716173098,3.054000000025061,4.8994913215930485,1.6654274751365352,Iris-versicolor
+8,6.181825485384368,3.0540000000030756,4.994813661022213,1.665835667228627,Iris-virginica
+9,6.184962373576159,3.0540000001605723,4.990920243270368,1.669079102265945,Iris-virginica
+10,5.108947716173097,3.054000000027496,4.899491324210382,1.665427475136076,Iris-versicolor
+11,5.108947716173127,3.054000000031491,4.899491330895373,1.6654274751364757,Iris-versicolor
+12,6.179443402364575,3.054000000149439,4.917931672230097,1.6655316599976615,Iris-virginica
+13,6.1860338829374415,3.0540000000356327,5.026317435556118,1.6673115317242109,Iris-virginica
+14,6.187848413448834,3.05400000000478,5.012419694019916,1.6673176214637029,Iris-virginica
+15,6.179366488751511,3.0540000000974588,4.899494646438889,1.6654274753281897,Iris-versicolor
+16,5.108947716173089,3.0540000000241134,4.899491320345434,1.6654274751355544,Iris-versicolor
+17,6.179366488626432,3.0540000000272483,4.899491613159921,1.6654274751537053,Iris-versicolor
+18,5.1089477161730485,3.054000000030073,4.899491307638654,1.6654274751356661,Iris-versicolor
+19,5.108947716173828,3.05400000003018,4.899491438320679,1.6654274751394256,Iris-versicolor
+20,6.186932967151739,3.054000000246028,4.994835522983807,1.6731120444793657,Iris-virginica
+21,6.179400976243563,3.0540000000086107,4.911695095875588,1.6654673226494479,Iris-virginica
+22,6.17990699509725,3.05400000074468,4.934916288662282,1.6665708142423818,Iris-virginica
+23,5.108947716173091,3.0540000000260616,4.899491319513309,1.665427475136428,Iris-versicolor
+24,6.1793669080756395,3.0540000000508574,4.900768809834583,1.6654281339384656,Iris-versicolor
+25,6.193917842623726,3.054000000008734,5.046862038868659,1.669327355806296,Iris-virginica
+26,5.108947716173062,3.054000000025914,4.899491313142962,1.6654274751355713,Iris-versicolor
+27,5.108947716173038,3.05400000002687,4.899491303535649,1.6654274751353957,Iris-versicolor
+28,5.108947716173469,3.054000000030131,4.89949138895488,1.6654274751395703,Iris-versicolor
+29,6.187961233666432,3.0540000000826053,5.003307320759029,1.6707180831377408,Iris-virginica
+30,6.179372302173885,3.054000000036738,4.906569200658727,1.6654338342872714,Iris-versicolor
+31,6.179366491314683,3.0540000000441574,4.899520660956334,1.6654274792016042,Iris-versicolor
+0,6.186963527972373,3.0540000000285934,5.0192908785326145,1.6678814600924903,Iris-virginica
+1,6.179366488627955,3.0540000000287946,4.899491703782648,1.665427475158419,Iris-versicolor
+2,5.108947716173037,3.054000000026291,4.899491303162944,1.6654274751353875,Iris-versicolor
+3,5.108947716173069,3.0540000000267216,4.89949131565287,1.6654274751355347,Iris-versicolor
+4,5.108947716173134,3.0540000000328025,4.89949133366892,1.6654274751370228,Iris-versicolor
+5,6.179366488626801,3.0540000000571887,4.89949163517421,1.6654274751508933,Iris-versicolor
+6,6.179366776668083,3.054000000321259,4.9002254752487975,1.6654280104443389,Iris-versicolor
+7,5.108947716173297,3.05400000005262,4.899491366116136,1.6654274751393843,Iris-versicolor
+8,6.17936667257921,3.0540000002507863,4.900079496305341,1.6654280955162806,Iris-versicolor
+9,5.108947716173303,3.054000000023827,4.899491361218234,1.6654274751387492,Iris-versicolor
+10,6.17936816659547,3.0540000000076395,4.902791015095863,1.66542933970211,Iris-versicolor
+11,6.189585476271265,3.054000000024883,5.051577769042054,1.668020170508158,Iris-virginica
+12,6.179366488625965,3.054000000023994,4.899491601674235,1.6654274751466425,Iris-versicolor
+13,5.108947716173042,3.0540000000284553,4.899491305174245,1.6654274751355256,Iris-versicolor
+14,6.184245758062676,3.054000000068825,4.985631924809951,1.6682882367051781,Iris-virginica
+15,5.108947716173194,3.054000000047933,4.89949134361326,1.6654274751373057,Iris-versicolor
+16,6.179373579445793,3.0540000004767065,4.906524940504644,1.6654433957713977,Iris-versicolor
+17,5.108947716173054,3.054000000031715,4.899491308784542,1.665427475135816,Iris-versicolor
+18,6.179366488841317,3.05400000005089,4.899496267651011,1.6654274756571186,Iris-versicolor
+19,6.1816624256108,3.0540000001354906,4.964724654317013,1.6673936885579341,Iris-virginica
+20,6.187263408857138,3.0540000000455745,5.025155674908232,1.6683383212643648,Iris-virginica
+21,5.108947716173241,3.054000000035506,4.899491359425555,1.6654274751376381,Iris-versicolor
+22,6.179366488650062,3.0540000000408067,4.899492513758988,1.6654274751758933,Iris-versicolor
+23,6.179366489212195,3.054000000020811,4.899503056623645,1.6654274757618757,Iris-versicolor
diff --git a/iris/lct_gan/0/5/test.csv b/iris/lct_gan/0/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/5/train.csv b/iris/lct_gan/0/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/5/val.csv b/iris/lct_gan/0/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/6/synth.csv b/iris/lct_gan/0/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba4de9db2fce601afa07853969890a7e567368cd
--- /dev/null
+++ b/iris/lct_gan/0/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187190884163917,3.054000000230817,4.9850367929383905,1.6760088616141668,Iris-virginica
+1,6.179366488661215,3.0540000000558916,4.899492850949571,1.665427475201488,Iris-versicolor
+2,6.1871660137144024,3.0540000001090393,4.996109207369855,1.6708088370588259,Iris-virginica
+3,5.108947716173062,3.0540000000326057,4.899491311862965,1.6654274751359541,Iris-versicolor
+4,6.179366488628003,3.054000000023288,4.899491707283166,1.6654274751474045,Iris-versicolor
+5,6.179423210669246,3.0540000000202094,4.915878430065352,1.6654996100327808,Iris-virginica
+6,6.179366540559968,3.0540000002468153,4.899704974176691,1.66542756707784,Iris-versicolor
+7,6.193339744979676,3.054000000009959,5.046093505872083,1.6694160248929126,Iris-virginica
+8,5.108947716173049,3.054000000028186,4.899491307717398,1.665427475135664,Iris-versicolor
+9,6.192802591236029,3.0540000000132395,5.0398205861951215,1.6693461058580732,Iris-virginica
+10,6.1928001497168355,3.0540000000157064,5.052008091989753,1.669155585756106,Iris-virginica
+11,5.1089477161733035,3.054000000025139,4.899491361630381,1.6654274751386635,Iris-versicolor
+12,5.108947716173048,3.054000000028041,4.899491306972078,1.6654274751356455,Iris-versicolor
+13,5.108947716173135,3.0540000000314613,4.899491333979681,1.665427475136416,Iris-versicolor
+14,6.179366488626497,3.054000000021072,4.899491604152713,1.6654274751547473,Iris-versicolor
+15,5.1089477161730885,3.0540000000269556,4.899491320128211,1.6654274751364282,Iris-versicolor
+16,6.1914169307913465,3.0540000000253524,5.034870415249365,1.67000017617975,Iris-virginica
+17,6.187700956007768,3.0540000001099634,5.019238112161924,1.6697472439967893,Iris-virginica
+18,5.108947716173041,3.0540000000257526,4.899491305444988,1.6654274751354123,Iris-versicolor
+19,6.180851713480477,3.0540000000087173,4.9584780990651325,1.6660073101373565,Iris-virginica
+20,6.182327366774908,3.0540000000103804,4.978538531217363,1.6664073744558152,Iris-virginica
+21,5.10894771617304,3.05400000002826,4.899491304114782,1.665427475135471,Iris-versicolor
+22,6.1793698290348535,3.0540000000279997,4.904555067392098,1.66543253110403,Iris-versicolor
+23,5.108947716173062,3.0540000000304692,4.899491312375685,1.6654274751359337,Iris-versicolor
+24,6.183002097545567,3.0540000000817953,4.981032702132685,1.6673261651251423,Iris-virginica
+25,6.179366488630742,3.0540000000569094,4.8994917942757725,1.6654274751643572,Iris-versicolor
+26,6.179366488626349,3.0540000000210346,4.899491631228321,1.665427475148911,Iris-versicolor
+27,6.192378030429782,3.054000000014749,5.0382633091436535,1.6693255434032488,Iris-virginica
+28,5.108947716173154,3.054000000027341,4.899491337935228,1.6654274751365716,Iris-versicolor
+29,6.180037240812764,3.0540000022071867,4.933840587601199,1.6680062106408973,Iris-virginica
+30,6.1793664887058,3.0540000000557934,4.899494102853812,1.665427475267076,Iris-versicolor
+31,6.179373053571657,3.054000000415394,4.905447996576036,1.6654584164863702,Iris-versicolor
+0,6.179634758669989,3.0540000003775853,4.924192427438868,1.6661936640369546,Iris-virginica
+1,6.179647842270775,3.0540000016309143,4.924621607573787,1.666496380513183,Iris-virginica
+2,5.108947716173098,3.0540000000319494,4.899491322426387,1.6654274751364266,Iris-versicolor
+3,6.179366488622534,3.0540000000238465,4.899491363201943,1.6654274751391145,Iris-versicolor
+4,6.179436932014087,3.054000000190641,4.9164405079141735,1.6655767463719102,Iris-virginica
+5,5.108947716173088,3.054000000027896,4.899491319930636,1.665427475136201,Iris-versicolor
+6,6.1793667295461505,3.05400000001425,4.90038859281756,1.6654282904536988,Iris-versicolor
+7,6.179366488626957,3.0540000000745735,4.899491633171256,1.6654274751549032,Iris-versicolor
+8,6.179366488638245,3.0540000003445384,4.8994920398335395,1.6654274752188571,Iris-versicolor
+9,6.179408945920041,3.0540000000304266,4.916412506656013,1.6654518338363486,Iris-virginica
+10,6.184646467345822,3.0540000001427194,4.98163278046066,1.6702043908546076,Iris-virginica
+11,5.108947716173361,3.0540000000505008,4.899491377152271,1.6654274751392077,Iris-versicolor
+12,6.190611550159497,3.05400000003867,5.006998052612933,1.6723798303856185,Iris-virginica
+13,6.179366488623604,3.054000000037876,4.899491452650692,1.6654274751422913,Iris-versicolor
+14,5.108947716173038,3.054000000028187,4.899491302744451,1.6654274751354246,Iris-versicolor
+15,6.183347241700288,3.054000000001157,4.977381185485062,1.6667118354311516,Iris-virginica
+16,6.189946818323241,3.0540000000695744,4.992339025795683,1.676936784241827,Iris-virginica
+17,5.108947716173103,3.0540000000353498,4.899491322677249,1.6654274751366047,Iris-versicolor
+18,5.108947716173095,3.054000000025381,4.89949132330618,1.6654274751357598,Iris-versicolor
+19,6.179366488623887,3.054000000051767,4.899491487106319,1.6654274751458764,Iris-versicolor
+20,6.190507835093434,3.05400000001896,5.015417671839086,1.6692302609215344,Iris-virginica
+21,6.192586919059383,3.0540000000173397,5.0552428118404,1.669147891607616,Iris-virginica
+22,6.185352119029824,3.0540000001579375,5.005615871363709,1.668767667882282,Iris-virginica
+23,6.180778291605642,3.0540000000040366,4.9556303847113945,1.6659281353673332,Iris-virginica
+24,5.1089477161730406,3.054000000029708,4.899491303674722,1.6654274751355003,Iris-versicolor
+25,6.179366489968428,3.054000000024969,4.8995124489284,1.665427476564179,Iris-versicolor
+26,6.191326271090339,3.054000000017916,5.03738780511875,1.6690121677417942,Iris-virginica
+27,6.1793664907080945,3.0540000000472456,4.899517913047809,1.66542747901442,Iris-versicolor
+28,5.108947716173038,3.0540000000289966,4.899491302845002,1.6654274751354456,Iris-versicolor
+29,6.189563099629333,3.0540000000556335,5.014153642735847,1.6714787173752217,Iris-virginica
+30,6.179366493070519,3.0540000000421075,4.899535471000448,1.6654274814202905,Iris-versicolor
+31,6.1793699128321045,3.054000000030822,4.904351712378057,1.6654347949100017,Iris-versicolor
+0,6.179366488636415,3.054000000020459,4.899492076097917,1.665427475155013,Iris-versicolor
+1,6.1793664886255435,3.054000000023769,4.899491580541075,1.665427475150179,Iris-versicolor
+2,6.179366488625332,3.0540000000370164,4.899491565316251,1.6654274751463496,Iris-versicolor
+3,6.192101905903249,3.0540000000189136,5.0208924798357355,1.6708067730237626,Iris-virginica
+4,5.108947716173053,3.054000000025773,4.899491310105819,1.665427475135501,Iris-versicolor
+5,6.194921853600363,3.0540000000048844,5.039259416655774,1.6685076993829904,Iris-virginica
+6,5.108947716173063,3.0540000000320946,4.899491312349508,1.6654274751358658,Iris-versicolor
+7,6.185206618220288,3.054000000362065,4.984950727098166,1.672444607073468,Iris-virginica
+8,6.179367001347948,3.0540000002061505,4.900735582670235,1.6654281958682615,Iris-versicolor
+9,6.179480616299958,3.054000000004267,4.919788535072492,1.6655257568219495,Iris-virginica
+10,6.179742863193832,3.0540000063430255,4.927329103020391,1.6675357876452759,Iris-virginica
+11,6.180765603043637,3.0540000010860378,4.947350357486869,1.6687109209882214,Iris-virginica
+12,6.1793664886243524,3.054000000027826,4.899491489214115,1.6654274751468683,Iris-versicolor
+13,6.190028613399306,3.054000000022865,5.028010211744836,1.668857599615126,Iris-virginica
+14,6.17936813618361,3.0540000000803063,4.9023344051091735,1.665434169732239,Iris-versicolor
+15,6.179366489211545,3.054000000029591,4.899502561256783,1.6654274759803256,Iris-versicolor
+16,6.187855748464093,3.0540000001433434,5.004374986173473,1.671688189405543,Iris-virginica
+17,5.108947716173175,3.05400000003823,4.899491341012436,1.6654274751371758,Iris-versicolor
+18,6.179366488630136,3.0540000000400083,4.8994918217059125,1.6654274751662874,Iris-versicolor
+19,6.193497863674743,3.054000000010743,5.039791995551984,1.6692775265496087,Iris-virginica
+20,6.192480929796972,3.0540000000100505,5.027382580841694,1.6702651336813994,Iris-virginica
+21,5.1089477161730406,3.0540000000295198,4.899491304501309,1.665427475135474,Iris-versicolor
+22,6.179366492981617,3.0540000000312912,4.899537333118533,1.6654274869669274,Iris-versicolor
+23,6.185082135251738,3.0540000000952356,4.998660021777204,1.668717636545102,Iris-virginica
+24,6.190869071871452,3.0540000000304324,5.014684758331424,1.6713990393411657,Iris-virginica
+25,6.179373608875714,3.0540000000091765,4.905962890014541,1.6654432266121444,Iris-versicolor
+26,6.179370308148328,3.054000000025209,4.9049924082420855,1.6654327433412788,Iris-versicolor
+27,6.180110980034549,3.0540000000124286,4.944963448383975,1.6658247230456726,Iris-virginica
+28,5.108947716173619,3.054000000029797,4.899491418085572,1.6654274751388798,Iris-versicolor
+29,6.1926660418501625,3.0540000000154937,5.0580868679425555,1.6687041546563228,Iris-virginica
+30,6.179391244658061,3.0540000005790047,4.910506023409263,1.6654944153240538,Iris-versicolor
+31,6.1795291718865615,3.05400000000426,4.928098023729101,1.665483708123045,Iris-virginica
+0,6.192096738416024,3.0540000000150207,5.025471910433927,1.6704605253302611,Iris-virginica
+1,6.179372300255283,3.05400000003052,4.905743561416934,1.6654440307140157,Iris-versicolor
+2,6.179366488677566,3.0540000000383665,4.899493204466645,1.6654274752524894,Iris-versicolor
+3,5.108947716173239,3.0540000000260967,4.899491350812645,1.6654274751380505,Iris-versicolor
+4,6.186060636466152,3.0540000000925005,5.000250529510569,1.6688998342342016,Iris-virginica
+5,6.179366488626757,3.0540000000291823,4.899491657315503,1.6654274751542852,Iris-versicolor
+6,6.179366488635641,3.0540000000415306,4.89949202640542,1.6654274751674174,Iris-versicolor
+7,6.192375177575259,3.054000000012574,5.028403064190855,1.6703292566154044,Iris-virginica
+8,5.10894771617308,3.0540000000272647,4.899491316903516,1.6654274751362466,Iris-versicolor
+9,6.185954670907811,3.054000000029832,5.005302700014553,1.6678546288601592,Iris-virginica
+10,6.179393469362903,3.054000000095835,4.910867381279531,1.6654947583676705,Iris-versicolor
+11,6.185024645213405,3.0540000000453578,5.001032476096281,1.6678423694462077,Iris-virginica
+12,6.179493415125103,3.0540000000220435,4.923947748252142,1.665499520660338,Iris-virginica
+13,6.1839793037508715,3.0540000002841197,4.976918807498709,1.6705244912491508,Iris-virginica
+14,6.187387666288435,3.0540000000911283,4.995913919269561,1.670480560866828,Iris-virginica
+15,6.191512756585223,3.054000000016509,5.023799020125606,1.6706406665291795,Iris-virginica
+16,6.179366488623196,3.0540000000260523,4.899491427660014,1.6654274751416596,Iris-versicolor
+17,5.108947716173191,3.054000000037437,4.89949134305583,1.6654274751373705,Iris-versicolor
+18,5.108947716173168,3.0540000000332936,4.899491343787714,1.665427475137011,Iris-versicolor
+19,6.189093116247837,3.054000000075684,5.013905594518283,1.6718195144011425,Iris-virginica
+20,5.108947716173159,3.054000000047499,4.899491334515868,1.6654274751373825,Iris-versicolor
+21,6.179701508328474,3.054000000538032,4.927982738776877,1.6662946741038165,Iris-virginica
+22,5.108947716173327,3.054000000056473,4.899491369900956,1.6654274751394997,Iris-versicolor
+23,6.181624933441272,3.0540000001984797,4.9651618310146866,1.6674013576247888,Iris-virginica
diff --git a/iris/lct_gan/0/6/test.csv b/iris/lct_gan/0/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/6/train.csv b/iris/lct_gan/0/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/6/val.csv b/iris/lct_gan/0/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/7/synth.csv b/iris/lct_gan/0/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e93f05bd9950932e699b87bd7519b35e7515a398
--- /dev/null
+++ b/iris/lct_gan/0/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179864539931672,3.0540000000120706,4.94155515231251,1.665649714176384,Iris-virginica
+1,6.179366488624851,3.0540000000266825,4.899491537487137,1.6654274751438782,Iris-versicolor
+2,6.192280853503924,3.054000000008302,5.062242366589829,1.667839232202634,Iris-virginica
+3,6.17936648863706,3.0540000000165586,4.899492071161811,1.6654274751845581,Iris-versicolor
+4,6.179367807635763,3.0540000000905434,4.901906879981341,1.6654300544401013,Iris-versicolor
+5,6.17936863413367,3.0540000000959586,4.9030778489878175,1.6654325624843516,Iris-versicolor
+6,6.183823263344986,3.0540000000565515,4.992968138759723,1.6675543798662746,Iris-virginica
+7,6.179366488635461,3.0540000000182435,4.899492033734507,1.6654274751553608,Iris-versicolor
+8,6.1931186459653915,3.05400000001351,5.023452155341362,1.670339375729808,Iris-virginica
+9,6.189387294909448,3.054000000030346,5.016307896418222,1.6693261702402162,Iris-virginica
+10,6.179366490266949,3.0540000000244647,4.899515732953316,1.6654274768270705,Iris-versicolor
+11,6.179369346368425,3.05400000000959,4.90412573834758,1.6654359705104964,Iris-versicolor
+12,6.179366619616216,3.054000000139759,4.899995631278649,1.6654278903836233,Iris-versicolor
+13,6.191099799618343,3.054000000016439,5.024664206005021,1.6687843280016974,Iris-virginica
+14,6.192351704968686,3.054000000015728,5.028081713366367,1.669259193709424,Iris-virginica
+15,5.108947716173098,3.0540000000269725,4.899491325058825,1.665427475135912,Iris-versicolor
+16,5.108947716173044,3.0540000000290584,4.899491305195118,1.6654274751356009,Iris-versicolor
+17,6.179366490130348,3.054000000009086,4.899512061524662,1.6654274777824616,Iris-versicolor
+18,6.179366488623233,3.0540000000215395,4.899491419393358,1.6654274751426115,Iris-versicolor
+19,6.185665143821318,3.0540000004626933,4.990005280155745,1.6730678379951385,Iris-virginica
+20,6.1857824399250445,3.0540000000029037,5.038297190181388,1.6663182051639023,Iris-virginica
+21,6.193184193295936,3.054000000011017,5.070058305517219,1.6682683355490802,Iris-virginica
+22,6.184698268407394,3.054000000181853,4.99267665427636,1.6692149321679488,Iris-virginica
+23,6.179367738614068,3.0540000000100753,4.902348663691891,1.6654293201019048,Iris-versicolor
+24,6.179366980444719,3.054000000023228,4.900984815227207,1.6654280777351869,Iris-versicolor
+25,6.1796825690598975,3.0540000000194776,4.9288423841248346,1.665751474959022,Iris-virginica
+26,6.179366488636865,3.054000000016273,4.899492056017569,1.6654274751793308,Iris-versicolor
+27,6.1857928369483846,3.0540000001939065,4.984915151383203,1.6721427033033989,Iris-virginica
+28,6.180295526675956,3.0540000012378647,4.937938088890689,1.6683647897306044,Iris-virginica
+29,6.19208963695557,3.054000000026685,5.012885986648133,1.6712041937786406,Iris-virginica
+30,6.179367511850709,3.054000000014259,4.901823009287486,1.665430710091318,Iris-versicolor
+31,6.179366488628104,3.0540000000312473,4.899491713596415,1.6654274751513707,Iris-versicolor
+0,5.108947716173037,3.0540000000255696,4.899491303265528,1.6654274751353675,Iris-versicolor
+1,6.191836074520457,3.0540000000150407,5.030959800588373,1.6693652413105886,Iris-virginica
+2,5.1089477161738515,3.0540000000328886,4.8994914392998625,1.6654274751393492,Iris-versicolor
+3,6.179624858473495,3.0540000000046215,4.933685999894792,1.6655108211478038,Iris-virginica
+4,6.190888409512195,3.0540000000247787,5.027143237386871,1.670391545123463,Iris-virginica
+5,5.108947716173039,3.054000000026383,4.899491303715549,1.6654274751354412,Iris-versicolor
+6,6.179366506593016,3.0540000000161838,4.899625157348825,1.6654274927902577,Iris-versicolor
+7,5.108947716173765,3.0540000000792675,4.899491430309615,1.6654274751430866,Iris-versicolor
+8,6.179366525945727,3.0540000000354746,4.899690242886605,1.6654275296685315,Iris-versicolor
+9,6.179366493565156,3.054000000015559,4.899543246088874,1.6654274902408475,Iris-versicolor
+10,6.179366584284118,3.0540000000103773,4.8999817928965435,1.6654275749743848,Iris-versicolor
+11,6.191497185800051,3.0540000000233376,5.041320031604477,1.6696980509571935,Iris-virginica
+12,6.18045849407337,3.0540000000675955,4.954384503037374,1.6660917794264867,Iris-virginica
+13,6.179367114710223,3.0540000000135143,4.901101812835246,1.6654281118929644,Iris-versicolor
+14,6.179470821540822,3.054000000080639,4.919075774778997,1.6655850047297478,Iris-virginica
+15,5.108947716173039,3.054000000027411,4.899491304124693,1.6654274751354137,Iris-versicolor
+16,6.179366766281766,3.054000000016068,4.900513045871974,1.6654278338969735,Iris-versicolor
+17,5.108947716173049,3.054000000028544,4.899491308219314,1.6654274751356397,Iris-versicolor
+18,5.108947716173308,3.0540000000423633,4.899491372395255,1.6654274751383085,Iris-versicolor
+19,6.182982475804576,3.0540000000099576,4.983433196793808,1.6666209580390894,Iris-virginica
+20,6.18732664155498,3.054000000043757,5.041551195583968,1.6675466710358517,Iris-virginica
+21,5.108947716173036,3.054000000029926,4.899491301740269,1.6654274751353768,Iris-versicolor
+22,5.108947716173265,3.0540000000232146,4.899491358436036,1.66542747513824,Iris-versicolor
+23,6.179366488629369,3.054000000024596,4.899491784033953,1.665427475151592,Iris-versicolor
+24,6.1803195225150125,3.054000000328849,4.950651829485411,1.6663885473238904,Iris-virginica
+25,6.182256512521433,3.0540000003505403,4.979586129402186,1.6678286465290304,Iris-virginica
+26,6.179926466160532,3.0540000000036263,4.936186468005574,1.6658426123946246,Iris-virginica
+27,6.179367329759798,3.0540000000197467,4.901450995196128,1.6654299415910627,Iris-versicolor
+28,5.108947716173038,3.054000000028689,4.899491303201684,1.6654274751354226,Iris-versicolor
+29,6.179366489054144,3.0540000000211927,4.8995007936674995,1.6654274755300547,Iris-versicolor
+30,6.179366669716157,3.054000000010412,4.90025852990665,1.665427680402715,Iris-versicolor
+31,5.108947716173627,3.054000000026051,4.899491411512316,1.6654274751382299,Iris-versicolor
+0,6.180269716865526,3.054000000022424,4.947913584401893,1.665935837468537,Iris-virginica
+1,5.108947716173082,3.0540000000318783,4.899491319162505,1.66542747513631,Iris-versicolor
+2,6.180717635679627,3.054000000009217,4.951571001152709,1.666202517089542,Iris-virginica
+3,6.183812204002048,3.05400000021952,4.988377351948071,1.6687057959740688,Iris-virginica
+4,6.179375371431534,3.054000000010882,4.907782420712207,1.665434404606524,Iris-versicolor
+5,6.193788152080185,3.054000000007257,5.031015531080858,1.6688716571580233,Iris-virginica
+6,6.1832771912936515,3.0540000002090135,4.980141439485579,1.6683811568231095,Iris-virginica
+7,6.187831455278397,3.0540000000988456,5.018283414807034,1.669803357528579,Iris-virginica
+8,6.190792925335796,3.054000000032648,5.025519498971608,1.6706657987356117,Iris-virginica
+9,6.179366488623498,3.054000000046224,4.899491448127312,1.6654274751425464,Iris-versicolor
+10,6.179535094363663,3.0540000000046197,4.924754925830286,1.6655182568840794,Iris-virginica
+11,5.108947716173071,3.054000000026068,4.899491314740204,1.665427475136118,Iris-versicolor
+12,6.1892336946284,3.0540000000667686,5.020289725043355,1.6703946262902096,Iris-virginica
+13,6.18403128119861,3.0540000000593097,5.005647976429734,1.6672263546945458,Iris-virginica
+14,6.180053355745776,3.0540000001238394,4.935921266652812,1.666434024101185,Iris-virginica
+15,6.187405958858569,3.054000000030929,5.002242794562182,1.668825846264798,Iris-virginica
+16,5.108947716173052,3.0540000000285557,4.8994913086572645,1.6654274751358042,Iris-versicolor
+17,6.192247741707067,3.054000000022901,5.0253400382811515,1.6696303892695337,Iris-virginica
+18,6.190741729425183,3.054000000053358,5.0075431883795325,1.672054274021686,Iris-virginica
+19,6.192208599315971,3.054000000011165,5.032677515422067,1.6699429982078269,Iris-virginica
+20,6.180170282388458,3.0540000001464502,4.943952782906582,1.6662403444268712,Iris-virginica
+21,6.18597540429996,3.0540000000123526,5.004377512555763,1.6674689593612226,Iris-virginica
+22,5.108947716173158,3.0540000000500154,4.899491336956407,1.665427475137582,Iris-versicolor
+23,5.108947716173143,3.0540000000402077,4.899491331426821,1.6654274751371123,Iris-versicolor
+24,5.108947716173119,3.054000000033656,4.899491329197628,1.665427475136391,Iris-versicolor
+25,5.108947716173183,3.0540000000230823,4.899491340249935,1.6654274751358875,Iris-versicolor
+26,5.108947716173077,3.0540000000285445,4.899491318378957,1.6654274751358278,Iris-versicolor
+27,6.1793685264733735,3.054000000010868,4.9031588132086075,1.6654330285269918,Iris-versicolor
+28,6.187804049190587,3.0540000001035676,5.008423570073212,1.6706729810556082,Iris-virginica
+29,5.108947716173042,3.05400000002867,4.899491304996149,1.6654274751355298,Iris-versicolor
+30,6.183717084450016,3.0540000000357987,4.998053239781372,1.6671748474152803,Iris-virginica
+31,6.181606088008568,3.0540000002715404,4.95927863707299,1.6682358958183903,Iris-virginica
+0,6.179972010349859,3.0540000000089442,4.940342920299628,1.6657102838277382,Iris-virginica
+1,6.179470169221378,3.054000000594111,4.918518569908886,1.6656787540710132,Iris-virginica
+2,5.108947716173044,3.054000000027344,4.899491305611668,1.6654274751355542,Iris-versicolor
+3,6.192238796906594,3.054000000019411,5.032979930886229,1.6700617036742877,Iris-virginica
+4,6.17968007370545,3.054000000016346,4.933218172051594,1.6656044957348355,Iris-virginica
+5,6.179366742980879,3.0540000000192746,4.900416007133487,1.665428215271471,Iris-versicolor
+6,5.108947716173322,3.0540000000242604,4.899491364206801,1.6654274751389067,Iris-versicolor
+7,6.189607960975868,3.0540000000084446,5.033288262087136,1.6678754180692803,Iris-virginica
+8,6.190693638050543,3.0540000000039,5.077191158199527,1.6668367071055048,Iris-virginica
+9,6.18083690994027,3.054000000105267,4.948916401835292,1.6670793538807807,Iris-virginica
+10,6.185886744804139,3.054000000018296,5.010166873907721,1.6673796917819255,Iris-virginica
+11,5.108947716173198,3.0540000000407956,4.899491346426544,1.6654274751374432,Iris-versicolor
+12,6.179367739413117,3.054000000007897,4.902109280371505,1.665430486871096,Iris-versicolor
+13,5.108947716173345,3.054000000045385,4.899491373198057,1.6654274751400386,Iris-versicolor
+14,6.193218969955111,3.054000000013825,5.020986206117308,1.6697255877379655,Iris-virginica
+15,5.108947716173077,3.0540000000313743,4.899491317562532,1.6654274751359524,Iris-versicolor
+16,5.108947716173145,3.05400000003147,4.89949133512042,1.6654274751372273,Iris-versicolor
+17,6.1820866786127295,3.0540000000684113,4.964994958461727,1.6674960964671552,Iris-virginica
+18,5.108947716173035,3.054000000027147,4.899491302100627,1.6654274751353653,Iris-versicolor
+19,6.189364584319002,3.054000000068192,5.013317009979041,1.6715814150487014,Iris-virginica
+20,6.1892143604735494,3.054000000035535,5.0230153538489795,1.6690953502716614,Iris-virginica
+21,5.1089477161730965,3.054000000038802,4.8994913228010795,1.665427475136387,Iris-versicolor
+22,6.179366488649448,3.054000000030803,4.899492518307737,1.6654274751766704,Iris-versicolor
+23,6.182693527724848,3.0540000000681435,4.977708846011853,1.6672538625192836,Iris-virginica
diff --git a/iris/lct_gan/0/7/test.csv b/iris/lct_gan/0/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/7/train.csv b/iris/lct_gan/0/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/7/val.csv b/iris/lct_gan/0/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/8/synth.csv b/iris/lct_gan/0/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc4eb234c3081dd8254d0b0a93bb67c664ce9170
--- /dev/null
+++ b/iris/lct_gan/0/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488806615,3.0540000000289527,4.899495770537206,1.665427475479003,Iris-versicolor
+1,6.180163358534234,3.05400000024225,4.942080255243306,1.6664805012890724,Iris-virginica
+2,6.179366501249968,3.0540000004173096,4.899566888871021,1.6654274980589867,Iris-versicolor
+3,6.181201667469839,3.0540000000104963,4.963984899566221,1.6660615419857283,Iris-virginica
+4,6.18662771450644,3.0540000000974756,5.016408751600314,1.6689951534207481,Iris-virginica
+5,6.192801168991839,3.0540000000155896,5.065395379235044,1.6687409663403578,Iris-virginica
+6,6.189252645335061,3.054000000039713,5.028950813887645,1.669041141312831,Iris-virginica
+7,6.179366513791647,3.0540000007295793,4.8996110445001415,1.665427568402359,Iris-versicolor
+8,6.191736446314906,3.0540000000242684,5.048030840869163,1.6692656912803847,Iris-virginica
+9,6.189714980668139,3.054000000031364,5.038917291965033,1.6687588422053818,Iris-virginica
+10,6.180148573556405,3.054000000564591,4.938230620822155,1.667141492918606,Iris-virginica
+11,6.179366490628418,3.0540000001574095,4.899516526269147,1.6654274807254512,Iris-versicolor
+12,6.187916203602693,3.05400000010304,5.027353902650655,1.6693080217398555,Iris-virginica
+13,5.108947716173036,3.054000000027804,4.899491302001947,1.6654274751353728,Iris-versicolor
+14,6.19463554468994,3.0540000000078447,5.0283720222064865,1.6696858616902543,Iris-virginica
+15,6.181957457096042,3.0540000000494554,4.96538127608227,1.667199481047742,Iris-virginica
+16,5.108947716173049,3.0540000000299043,4.899491307899384,1.6654274751356295,Iris-versicolor
+17,6.192757038985576,3.054000000015169,5.068555020507057,1.668409289853489,Iris-virginica
+18,6.1793738554454265,3.0540000001073215,4.906164977147371,1.6654452722565576,Iris-versicolor
+19,6.192542130916593,3.054000000013339,5.049199780444941,1.6692679983830037,Iris-virginica
+20,6.184034000543446,3.05400000008603,4.986641302082513,1.6683019210822816,Iris-virginica
+21,6.179366489116678,3.0540000000158667,4.899500310383818,1.6654274759172079,Iris-versicolor
+22,6.182937710320088,3.0540000001583425,4.972216497167872,1.6687052935256994,Iris-virginica
+23,6.187429084270237,3.0540000000689593,5.02750993802414,1.668491183431999,Iris-virginica
+24,5.108947716173198,3.054000000031215,4.899491345469431,1.6654274751371958,Iris-versicolor
+25,6.1793666359699015,3.054000000037114,4.900066008798808,1.6654277397353237,Iris-versicolor
+26,6.192195241375435,3.0540000000207557,5.053206185016604,1.6690316257890012,Iris-virginica
+27,5.108947716173103,3.0540000000460656,4.899491324050987,1.6654274751367018,Iris-versicolor
+28,6.182577080087386,3.054000000649357,4.961847849046417,1.6716379527252185,Iris-virginica
+29,6.183571810920679,3.0540000005961883,4.984404121777512,1.6700421151210108,Iris-virginica
+30,6.1865148475778815,3.0540000003428616,4.988091651879604,1.6753816429163946,Iris-virginica
+31,6.1796490398056125,3.054000000084672,4.928263739399081,1.6657615300438848,Iris-virginica
+0,6.179366488938981,3.054000000019496,4.89949854874872,1.6654274760296974,Iris-versicolor
+1,6.179366488717944,3.0540000001167833,4.899494142695329,1.6654274753464622,Iris-versicolor
+2,6.18009607448841,3.0540000001076826,4.938712884688907,1.6663207260721686,Iris-virginica
+3,5.108947716173068,3.0540000000292076,4.899491314932423,1.6654274751358398,Iris-versicolor
+4,6.1876462972114235,3.0540000001758227,5.013994693267939,1.6712981308243395,Iris-virginica
+5,6.179376004997284,3.0540000000411065,4.906786780643345,1.6654506475358537,Iris-versicolor
+6,6.1944432503035864,3.0540000000059084,5.070047649686968,1.668106794116043,Iris-virginica
+7,6.179366488634531,3.0540000000320644,4.899491994118897,1.6654274751744549,Iris-versicolor
+8,5.108947716173069,3.0540000000326417,4.899491314229657,1.665427475135951,Iris-versicolor
+9,6.194992169632017,3.054000000005795,5.052927845225253,1.668795954869041,Iris-virginica
+10,6.188413951421761,3.0540000000781165,5.0168026671279895,1.6703999097468876,Iris-virginica
+11,5.108947716173062,3.0540000000294447,4.899491312022847,1.6654274751359441,Iris-versicolor
+12,5.108947716173152,3.05400000002574,4.899491334665587,1.665427475137362,Iris-versicolor
+13,6.179385406212759,3.0540000000142413,4.909504480892173,1.6654629169799104,Iris-versicolor
+14,6.18755181209185,3.0540000000024383,5.009536353923842,1.6671148261443145,Iris-virginica
+15,6.17945392813718,3.054000000297911,4.914493117415307,1.6658185198270747,Iris-virginica
+16,6.179366488627864,3.0540000000172998,4.899491686161384,1.6654274751580993,Iris-versicolor
+17,6.179366488979869,3.054000000051044,4.899498251700511,1.6654274758123169,Iris-versicolor
+18,6.179379949066919,3.0540000001165932,4.908548399967775,1.6654496425706116,Iris-versicolor
+19,6.19335521118807,3.05400000001056,5.0484354372407765,1.6693349108842552,Iris-virginica
+20,6.19176001792083,3.054000000018346,5.020918869274502,1.6705484391129977,Iris-virginica
+21,6.17936649805176,3.0540000003667087,4.8995561783599735,1.6654274943777783,Iris-versicolor
+22,6.179800077454486,3.0540000000111327,4.932393642792119,1.6657566349702124,Iris-virginica
+23,6.180324118402995,3.054000000063113,4.955366546604521,1.665926302929565,Iris-virginica
+24,6.1793737097623485,3.0540000000403698,4.906072525782109,1.6654429121151375,Iris-versicolor
+25,5.1089477161731125,3.054000000033255,4.899491325825271,1.6654274751367224,Iris-versicolor
+26,6.189752074748729,3.0540000000607153,5.037168047380091,1.6697744912172185,Iris-virginica
+27,5.108947716173121,3.054000000029628,4.899491328177973,1.6654274751366744,Iris-versicolor
+28,6.190988522953999,3.054000000033459,5.045666847429388,1.6694496746595704,Iris-virginica
+29,6.182508468308636,3.054000000044329,4.990157263312092,1.6666746092883862,Iris-virginica
+30,5.108947716173335,3.0540000000462406,4.899491372027901,1.6654274751392546,Iris-versicolor
+31,6.182015947411263,3.0540000003263605,4.972424079494853,1.667964339807492,Iris-virginica
+0,6.1816444558343235,3.0540000002506247,4.963450976184387,1.6677225302082634,Iris-virginica
+1,6.180543030193952,3.0540000005273136,4.954200358534207,1.6667426260952973,Iris-virginica
+2,6.179366489842527,3.0540000000305225,4.899510002272654,1.6654274764890447,Iris-versicolor
+3,6.1799100283031425,3.054000000096516,4.941518560416553,1.6658418369285761,Iris-virginica
+4,6.180891936323992,3.0540000000679193,4.956981786619953,1.6664665653819106,Iris-virginica
+5,6.1793888820480385,3.0540000010193395,4.9097935398296695,1.665507121058569,Iris-versicolor
+6,5.108947716173056,3.054000000026976,4.899491310628596,1.6654274751357236,Iris-versicolor
+7,6.179366488677657,3.054000000055244,4.899493279036903,1.6654274752543652,Iris-versicolor
+8,6.191729651613003,3.0540000000141094,5.019814865227671,1.6709971895365365,Iris-virginica
+9,6.192320609412122,3.054000000014718,5.0362851393041215,1.6699529076968553,Iris-virginica
+10,6.179366488734161,3.054000000201301,4.899494632966399,1.665427475580811,Iris-versicolor
+11,6.179366488638122,3.0540000000568575,4.899492208125301,1.6654274751939377,Iris-versicolor
+12,5.1089477161733665,3.0540000000290446,4.899491377567638,1.6654274751387026,Iris-versicolor
+13,5.10894771617318,3.054000000037533,4.899491339867309,1.6654274751377116,Iris-versicolor
+14,5.108947716173105,3.0540000000425462,4.899491323844147,1.6654274751367226,Iris-versicolor
+15,6.192702889129555,3.054000000013408,5.027733660432036,1.6692238828451942,Iris-virginica
+16,6.189937375737301,3.0540000000518286,5.040041644645454,1.6695866632107768,Iris-virginica
+17,6.183315247480606,3.0540000000151455,5.0106558039218,1.666337326342316,Iris-virginica
+18,6.179438625389917,3.0540000000243546,4.918824488852446,1.6654754332767083,Iris-virginica
+19,5.10894771617312,3.054000000025358,4.899491326705645,1.6654274751368205,Iris-versicolor
+20,6.17936648862512,3.054000000021621,4.899491537786373,1.6654274751484386,Iris-versicolor
+21,6.179366489675086,3.0540000000370098,4.899506751385071,1.665427476033695,Iris-versicolor
+22,6.179369564000804,3.0540000000876373,4.903856431623597,1.665435792564546,Iris-versicolor
+23,6.180139590323966,3.0540000002725622,4.937762389633271,1.6668894155504037,Iris-virginica
+24,5.108947716173055,3.0540000000322465,4.899491309633351,1.6654274751358504,Iris-versicolor
+25,6.1810264856789665,3.054000000043551,4.964142929781167,1.666283259104921,Iris-virginica
+26,5.1089477161732155,3.054000000046727,4.899491350438266,1.665427475138016,Iris-versicolor
+27,6.1843897874769365,3.05400000000311,4.991664775635194,1.666558145059762,Iris-virginica
+28,6.17940149416006,3.0540000000833367,4.910408664671472,1.665542596017614,Iris-virginica
+29,6.184944900539381,3.0540000000092022,4.99953553830895,1.6670553334229326,Iris-virginica
+30,6.179386723888341,3.054000000008227,4.910375475418492,1.6654545061217791,Iris-virginica
+31,6.188433413857458,3.05400000012524,4.998575538052621,1.6739195067417547,Iris-virginica
+0,6.192567425947829,3.0540000000165293,5.045023132726126,1.669489412534394,Iris-virginica
+1,5.108947716173038,3.0540000000282035,4.899491303069884,1.6654274751354459,Iris-versicolor
+2,6.179435388951037,3.054000004638339,4.912533517892623,1.6660616641312531,Iris-versicolor
+3,6.187655050984981,3.054000000140775,5.001096023365652,1.6721361486360327,Iris-virginica
+4,6.182459647685258,3.054000000012136,4.994038192981184,1.6662351659358174,Iris-virginica
+5,6.1923006784724555,3.054000000016066,5.070139374873658,1.6681860957216532,Iris-virginica
+6,5.108947716173259,3.0540000000336094,4.899491353079541,1.6654274751381823,Iris-versicolor
+7,6.179575207597642,3.054000000002367,4.925937682340887,1.6655660549552536,Iris-virginica
+8,6.190298699662635,3.054000000052396,5.009938661543183,1.6720214403257971,Iris-virginica
+9,5.108947716173036,3.0540000000280303,4.899491302072852,1.665427475135385,Iris-versicolor
+10,6.180724237175931,3.0540000000628735,4.956057011886982,1.6662460696669879,Iris-virginica
+11,6.1920401665618074,3.0540000000166656,5.026416577300717,1.6705216759885217,Iris-virginica
+12,6.179368084665079,3.054000002615975,4.901635768363575,1.6654434827318998,Iris-versicolor
+13,6.179384456172213,3.054000000073062,4.908339368410359,1.6654862528703351,Iris-versicolor
+14,6.179366748257037,3.054000000100644,4.900325940666852,1.665427961109675,Iris-versicolor
+15,6.191126468091273,3.0540000000305056,5.027409933307373,1.6701221597955571,Iris-virginica
+16,5.108947716173086,3.054000000030414,4.899491320819413,1.6654274751361833,Iris-versicolor
+17,6.179366694443186,3.0540000000113885,4.900313179387747,1.6654277508168693,Iris-versicolor
+18,6.190576849492782,3.054000000031473,5.021762305753909,1.6710053865412278,Iris-virginica
+19,6.194273405065732,3.0540000000079135,5.049372775097558,1.6692189513470737,Iris-virginica
+20,5.108947716173477,3.0540000000292995,4.899491393815241,1.665427475139095,Iris-versicolor
+21,6.180714626482819,3.0540000000146454,4.962379008415944,1.6659158810512749,Iris-virginica
+22,6.179366488627364,3.0540000000195766,4.899491675017253,1.6654274751484204,Iris-versicolor
+23,6.17936648863261,3.0540000000210665,4.899491898143867,1.6654274751502207,Iris-versicolor
diff --git a/iris/lct_gan/0/8/test.csv b/iris/lct_gan/0/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/8/train.csv b/iris/lct_gan/0/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/8/val.csv b/iris/lct_gan/0/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/9/synth.csv b/iris/lct_gan/0/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7ee76356f36fa84a52e95581973a62ce8734eeb
--- /dev/null
+++ b/iris/lct_gan/0/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.190366542802062,3.054000000037246,5.037231844786323,1.6695328294568976,Iris-virginica
+1,6.1793665043937755,3.054000000025309,4.899611626972156,1.665427488484397,Iris-versicolor
+2,6.179473422844619,3.054000000290178,4.918374259700729,1.665693027815568,Iris-virginica
+3,6.179366580129003,3.0540000012855852,4.8997934298498835,1.6654281470975523,Iris-versicolor
+4,5.108947716173282,3.054000000025425,4.89949136037584,1.6654274751389744,Iris-versicolor
+5,6.179366488635648,3.0540000000543386,4.899492058955349,1.6654274751699023,Iris-versicolor
+6,6.17936816354991,3.054000000004632,4.902808148689118,1.6654323343169826,Iris-versicolor
+7,6.184527801286295,3.054000000400893,4.980123579713751,1.6716157605758448,Iris-virginica
+8,6.181348895539171,3.054000000076087,4.956372084276277,1.6672737910000899,Iris-virginica
+9,6.182959756499399,3.0540000000824468,4.982757045593179,1.6673352638452108,Iris-virginica
+10,6.179366488850685,3.0540000000238705,4.899496528256551,1.6654274755419878,Iris-versicolor
+11,6.191576372731254,3.0540000000164325,5.018677567964727,1.6709829941466028,Iris-virginica
+12,6.191684675232011,3.054000000022811,5.017945442388175,1.6709851120154202,Iris-virginica
+13,6.191298181767575,3.054000000017146,5.035166777401506,1.6690468358636295,Iris-virginica
+14,5.10894771617323,3.0540000000386947,4.899491351085032,1.6654274751376525,Iris-versicolor
+15,6.188849581331446,3.054000000051889,5.048106945008924,1.6683720791063616,Iris-virginica
+16,5.108947716173152,3.0540000000392418,4.899491337086983,1.6654274751364149,Iris-versicolor
+17,6.179366488684251,3.0540000000427914,4.8994933841481245,1.6654274752733254,Iris-versicolor
+18,6.181784336164887,3.054000000125024,4.969588790689652,1.66698257302625,Iris-virginica
+19,6.188281006448866,3.054000000089457,5.003734022975674,1.6716296076777044,Iris-virginica
+20,6.183266090817179,3.054000001540418,4.963155858463127,1.6773458808038249,Iris-virginica
+21,6.179376987614586,3.054000000029499,4.907239830088162,1.6654487748677413,Iris-versicolor
+22,6.179711736591037,3.0540000011875987,4.928345956258366,1.6664295634444952,Iris-virginica
+23,6.179366491652164,3.0540000003159262,4.899524653930853,1.6654274877510435,Iris-versicolor
+24,6.179366488662131,3.054000000052898,4.899492888282314,1.6654274752346176,Iris-versicolor
+25,6.1794035086683,3.054000000009316,4.912325679957037,1.6654953227936784,Iris-virginica
+26,6.190837127151446,3.054000000020032,5.032641308111533,1.669222369790445,Iris-virginica
+27,6.184637061361755,3.0540000000283705,4.991518101633708,1.6675595328168826,Iris-virginica
+28,5.1089477161733585,3.0540000000351126,4.899491381516114,1.6654274751392333,Iris-versicolor
+29,6.179401649769762,3.054000000002476,4.912252712689841,1.6654968261305685,Iris-virginica
+30,6.193289206508413,3.0540000000087146,5.04953248748289,1.6692025487732307,Iris-virginica
+31,6.1799830876451445,3.054000000089525,4.936423872899731,1.6661423293213793,Iris-virginica
+0,6.179366509952391,3.0540000000106273,4.899649593619322,1.6654275305079789,Iris-versicolor
+1,6.179366544164083,3.0540000000173615,4.899792867408359,1.6654276459281614,Iris-versicolor
+2,6.179366488707382,3.0540000000474556,4.89949409134983,1.6654274753680383,Iris-versicolor
+3,6.179367665516618,3.0540000002291547,4.901730642343414,1.6654321646475416,Iris-versicolor
+4,6.181053245307989,3.0540000000498457,4.9582923099121095,1.6665504883298092,Iris-virginica
+5,5.108947716173099,3.0540000000276137,4.899491322675808,1.6654274751363365,Iris-versicolor
+6,6.180230263968545,3.054000000014684,4.952264661933562,1.665755451060948,Iris-virginica
+7,6.187067802175614,3.05400000004586,5.018577025453711,1.6684835569835328,Iris-virginica
+8,6.179382337200213,3.0540000007899475,4.908239910867974,1.665487608030582,Iris-versicolor
+9,6.18259494737862,3.054000000345954,4.978362722525067,1.6682647023824406,Iris-virginica
+10,6.191132557248509,3.05400000001766,5.021575078313939,1.670752379725108,Iris-virginica
+11,6.182840704900148,3.0540000000128984,4.9957727983063736,1.6663896880285087,Iris-virginica
+12,6.179366489385716,3.0540000000938834,4.899504178045632,1.6654274771399056,Iris-versicolor
+13,6.188062755408856,3.0540000000954195,5.017056881219161,1.6703240286238061,Iris-virginica
+14,6.190722029948787,3.054000000032901,5.006374974200649,1.6727164846594795,Iris-virginica
+15,5.108947716173077,3.0540000000263565,4.899491315244199,1.6654274751361942,Iris-versicolor
+16,6.179366488646765,3.0540000000846725,4.899492419101273,1.665427475196356,Iris-versicolor
+17,6.1880995413365385,3.0540000001336085,5.001205845954188,1.6738751183646925,Iris-virginica
+18,5.108947716173038,3.0540000000268526,4.899491303329577,1.6654274751354035,Iris-versicolor
+19,6.179366490010096,3.054000000017038,4.899513908528277,1.665427476404057,Iris-versicolor
+20,6.179366488673179,3.054000000026143,4.8994931350963755,1.665427475218792,Iris-versicolor
+21,6.179366488712056,3.054000000019613,4.899494426412078,1.6654274752326144,Iris-versicolor
+22,5.108947716173123,3.0540000000318144,4.899491330392481,1.6654274751363833,Iris-versicolor
+23,6.179366488624628,3.0540000000507095,4.899491513471517,1.665427475146141,Iris-versicolor
+24,6.179366490369244,3.054000000014123,4.899513568961077,1.6654274778301015,Iris-versicolor
+25,6.179366508140401,3.054000000887486,4.899592269951677,1.665427524377877,Iris-versicolor
+26,6.191913674673338,3.0540000000065737,5.0565751908407295,1.6677927265685017,Iris-virginica
+27,5.108947716173206,3.0540000000267606,4.899491348423802,1.665427475136592,Iris-versicolor
+28,6.1939911969593915,3.054000000005597,5.040040293906408,1.6679372659154368,Iris-virginica
+29,6.18729212354904,3.054000000195132,4.9944279937575065,1.6744153327439038,Iris-virginica
+30,6.179366492344054,3.0540000000511514,4.899528571714695,1.6654274799143767,Iris-versicolor
+31,5.108947716173047,3.054000000030898,4.899491305987338,1.6654274751356364,Iris-versicolor
+0,6.187250368132832,3.05400000000418,5.037810648974325,1.6667170777988092,Iris-virginica
+1,6.179405685504757,3.054000000032034,4.912217878005326,1.6655013654668698,Iris-virginica
+2,6.1848138243535224,3.0540000000298635,5.006775380779851,1.667335975511124,Iris-virginica
+3,6.18223729566687,3.0540000000632705,4.969365062028336,1.6672769343611356,Iris-virginica
+4,6.18627875155635,3.0540000002431182,4.995657547747968,1.671910251193306,Iris-virginica
+5,6.185825084243871,3.054000000036264,4.988793029382598,1.6688905825773321,Iris-virginica
+6,5.108947716173046,3.0540000000282244,4.899491306555614,1.6654274751355846,Iris-versicolor
+7,6.194010669155589,3.0540000000063476,5.050355687890295,1.669066166259587,Iris-virginica
+8,6.188444053498926,3.054000000011343,5.033810222673624,1.6676426156319557,Iris-virginica
+9,5.108947716173047,3.0540000000315275,4.899491306190183,1.6654274751356295,Iris-versicolor
+10,6.179366497838699,3.054000000113212,4.899560299712839,1.6654274855638056,Iris-versicolor
+11,6.179366507149194,3.0540000000100527,4.899631640204949,1.6654275258855207,Iris-versicolor
+12,5.10894771617307,3.0540000000285463,4.899491316174266,1.6654274751359874,Iris-versicolor
+13,6.179366497300926,3.0540000001127687,4.899554478052223,1.6654274881899378,Iris-versicolor
+14,6.179366488666476,3.0540000001410705,4.899492816894396,1.6654274752820055,Iris-versicolor
+15,6.1793664887536215,3.054000000141506,4.8994947006116725,1.6654274753416942,Iris-versicolor
+16,6.179366885036791,3.0540000019513083,4.900283909808682,1.665429222156239,Iris-versicolor
+17,6.1951947906266795,3.054000000005287,5.04337247958469,1.6692004749502118,Iris-virginica
+18,6.181347232768389,3.05400000001573,4.95492303519086,1.6667283352727997,Iris-virginica
+19,5.108947716173133,3.05400000002983,4.899491333219604,1.6654274751364622,Iris-versicolor
+20,6.184187755946716,3.0540000005261785,4.9726895747584265,1.6740917829107975,Iris-virginica
+21,6.186912621390849,3.0540000001361216,5.008495709543737,1.670047376146958,Iris-virginica
+22,6.179381177385184,3.054000000007899,4.908664209425727,1.6654543050544925,Iris-versicolor
+23,6.190672151008409,3.054000000022449,5.036592319875472,1.668974976774493,Iris-virginica
+24,6.182501942369054,3.0540000000244416,4.9821798422810835,1.666666936754964,Iris-virginica
+25,6.179366492092586,3.0540000002317718,4.899523179076046,1.6654274805201879,Iris-versicolor
+26,6.1793664887042725,3.0540000000236414,4.899494188008016,1.6654274752285205,Iris-versicolor
+27,6.179366488673309,3.0540000001136365,4.899493147129746,1.665427475254111,Iris-versicolor
+28,5.108947716173372,3.0540000000291987,4.899491378139291,1.6654274751390379,Iris-versicolor
+29,6.179366507193242,3.0540000000312215,4.899614754379092,1.6654274925449386,Iris-versicolor
+30,6.179366496355544,3.0540000000659573,4.899556090054822,1.6654274880792788,Iris-versicolor
+31,6.189731190766019,3.054000000063689,5.02426202345411,1.670482944641763,Iris-virginica
+0,6.179891751898836,3.0540000000157246,4.945482032122848,1.6656229358856753,Iris-virginica
+1,6.179366518479315,3.0540000000081005,4.899690567551548,1.6654275540474206,Iris-versicolor
+2,6.180168018649788,3.0540000005959675,4.943307833152572,1.6666763123925998,Iris-virginica
+3,6.1872830107285415,3.054000000021865,5.019331263128717,1.6680089204770916,Iris-virginica
+4,6.190564054872495,3.054000000032846,5.012378283862685,1.6703061819187321,Iris-virginica
+5,5.10894771617309,3.0540000000249052,4.899491318620633,1.665427475136345,Iris-versicolor
+6,5.108947716173312,3.0540000000461744,4.899491368047919,1.6654274751382878,Iris-versicolor
+7,6.18124660202012,3.0540000000087626,4.972720279058034,1.665988815948847,Iris-virginica
+8,5.108947716173036,3.0540000000272807,4.899491302342013,1.6654274751353777,Iris-versicolor
+9,6.192098605460113,3.0540000000209635,5.058620172235661,1.668880003429032,Iris-virginica
+10,6.1904755278405945,3.0540000000120933,5.0324563694238345,1.6684625689565706,Iris-virginica
+11,6.1793664886300945,3.0540000000256287,4.8994917999846335,1.6654274751590639,Iris-versicolor
+12,5.1089477161731125,3.0540000000350194,4.899491327267598,1.6654274751363594,Iris-versicolor
+13,5.108947716173766,3.0540000000782506,4.8994914399080916,1.6654274751445926,Iris-versicolor
+14,5.108947716173064,3.0540000000307583,4.899491313623411,1.6654274751357063,Iris-versicolor
+15,5.108947716173119,3.0540000000272483,4.8994913281808055,1.6654274751367026,Iris-versicolor
+16,5.108947716173338,3.0540000000343803,4.899491369787472,1.665427475139088,Iris-versicolor
+17,6.191945917785754,3.054000000020584,5.04500010762813,1.6692839910862205,Iris-virginica
+18,6.180593369446451,3.0540000005494345,4.9501638406112685,1.6673456339798833,Iris-virginica
+19,6.187917020695924,3.054000000009674,5.007085175281392,1.667931506315519,Iris-virginica
+20,6.195481528999074,3.054000000005939,5.083351641357763,1.6679887770691013,Iris-virginica
+21,6.192195679203549,3.054000000018929,5.017168804957324,1.670645995662982,Iris-virginica
+22,6.179366488681234,3.054000000431414,4.8994930580150555,1.6654274753605447,Iris-versicolor
+23,5.108947716173037,3.0540000000285468,4.899491302147403,1.66542747513539,Iris-versicolor
diff --git a/iris/lct_gan/0/9/test.csv b/iris/lct_gan/0/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/9/train.csv b/iris/lct_gan/0/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/9/val.csv b/iris/lct_gan/0/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/ae_state.json b/iris/lct_gan/0/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..68c439ffcc1731e81eb2ed3bd9454e461c04f6d3
--- /dev/null
+++ b/iris/lct_gan/0/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24c94fc18f8102daa7d9a71f6621b707042957d8c499124068919da2f0689f9c
+size 93711
diff --git a/iris/lct_gan/0/d_state.json b/iris/lct_gan/0/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f82255bd0ca2e3c956b8b6253e851df4d1a505c
--- /dev/null
+++ b/iris/lct_gan/0/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34f65e6f0aa3e3048dc864ee1fafef7510c8466e5d5685f43e11c2d898db62cf
+size 10583
diff --git a/iris/lct_gan/0/g_state.json b/iris/lct_gan/0/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f287fdb2a3810e1efa13977276469dbe9df1b5a
--- /dev/null
+++ b/iris/lct_gan/0/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1f533f1320e7f71fa9e632c552301f0fabafa462f35fb16d92b66fa3b114d04
+size 17988
diff --git a/iris/lct_gan/0/lct_gan_eval.ipynb b/iris/lct_gan/0/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..3c785a60eafb10a3523a3d601cc8397199c028b0
--- /dev/null
+++ b/iris/lct_gan/0/lct_gan_eval.ipynb
@@ -0,0 +1,2179 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "1669c19b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:24.640279Z",
+     "iopub.status.busy": "2024-07-25T10:07:24.639936Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.636456Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.635486Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 13.008292,
+     "end_time": "2024-07-25T10:07:37.638646",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:24.630354",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "14de18e6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.661762Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.661433Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.669163Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.668353Z"
+    },
+    "papermill": {
+     "duration": 0.02145,
+     "end_time": "2024-07-25T10:07:37.671053",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.649603",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "443f2d28",
+   "metadata": {
+    "papermill": {
+     "duration": 0.010005,
+     "end_time": "2024-07-25T10:07:37.690825",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.680820",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "82cbda41",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.711815Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.711316Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.715504Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.714658Z"
+    },
+    "papermill": {
+     "duration": 0.01681,
+     "end_time": "2024-07-25T10:07:37.717444",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.700634",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "cf0771dd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.738701Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.738449Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.745289Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.744545Z"
+    },
+    "papermill": {
+     "duration": 0.019693,
+     "end_time": "2024-07-25T10:07:37.747177",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.727484",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"lct_gan\"]\n",
+    "single_model = \"lct_gan\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"lct_gan_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"lct_gan\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "d01cd938",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.770278Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.769963Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.774858Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.774054Z"
+    },
+    "papermill": {
+     "duration": 0.018808,
+     "end_time": "2024-07-25T10:07:37.776639",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.757831",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 0\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/0\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "e590be4d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.797711Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.797441Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.802701Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.801760Z"
+    },
+    "papermill": {
+     "duration": 0.017929,
+     "end_time": "2024-07-25T10:07:37.804595",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.786666",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "b4776e48",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.825896Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.825626Z",
+     "iopub.status.idle": "2024-07-25T10:07:38.812139Z",
+     "shell.execute_reply": "2024-07-25T10:07:38.811223Z"
+    },
+    "papermill": {
+     "duration": 0.999679,
+     "end_time": "2024-07-25T10:07:38.814400",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.814721",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "0ad18520",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:38.837319Z",
+     "iopub.status.busy": "2024-07-25T10:07:38.836975Z",
+     "iopub.status.idle": "2024-07-25T10:07:39.845763Z",
+     "shell.execute_reply": "2024-07-25T10:07:39.844645Z"
+    },
+    "papermill": {
+     "duration": 1.023178,
+     "end_time": "2024-07-25T10:07:39.848311",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:38.825133",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "5b50d301",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:39.874104Z",
+     "iopub.status.busy": "2024-07-25T10:07:39.873693Z",
+     "iopub.status.idle": "2024-07-25T10:07:39.885659Z",
+     "shell.execute_reply": "2024-07-25T10:07:39.884683Z"
+    },
+    "papermill": {
+     "duration": 0.027443,
+     "end_time": "2024-07-25T10:07:39.887910",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:39.860467",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/0\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "d0bcb3ca",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:39.914518Z",
+     "iopub.status.busy": "2024-07-25T10:07:39.913663Z",
+     "iopub.status.idle": "2024-07-25T10:07:40.292984Z",
+     "shell.execute_reply": "2024-07-25T10:07:40.291909Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.395687,
+     "end_time": "2024-07-25T10:07:40.295976",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:39.900289",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "9977c391",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:40.326322Z",
+     "iopub.status.busy": "2024-07-25T10:07:40.325988Z",
+     "iopub.status.idle": "2024-07-25T10:07:41.993919Z",
+     "shell.execute_reply": "2024-07-25T10:07:41.992996Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.683681,
+     "end_time": "2024-07-25T10:07:41.996338",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:40.312657",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "ee6a9a45",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:42.019979Z",
+     "iopub.status.busy": "2024-07-25T10:07:42.019612Z",
+     "iopub.status.idle": "2024-07-25T10:07:42.027031Z",
+     "shell.execute_reply": "2024-07-25T10:07:42.026362Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021444,
+     "end_time": "2024-07-25T10:07:42.028969",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:42.007525",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "ae_state_path = os.path.join(model_dir_2, f\"ae_state.json\")\n",
+    "g_state_path = os.path.join(model_dir_2, f\"g_state.json\")\n",
+    "d_state_path = os.path.join(model_dir_2, f\"d_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "c7b5477b",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:42.053691Z",
+     "iopub.status.busy": "2024-07-25T10:07:42.053133Z",
+     "iopub.status.idle": "2024-07-25T10:07:42.057957Z",
+     "shell.execute_reply": "2024-07-25T10:07:42.057085Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "861e920a-0dbc-40e6-e66a-8e4337024155",
+    "papermill": {
+     "duration": 0.019202,
+     "end_time": "2024-07-25T10:07:42.059941",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:42.040739",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "57e0d9a9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:42.082975Z",
+     "iopub.status.busy": "2024-07-25T10:07:42.082705Z",
+     "iopub.status.idle": "2024-07-25T10:07:42.211965Z",
+     "shell.execute_reply": "2024-07-25T10:07:42.211191Z"
+    },
+    "papermill": {
+     "duration": 0.143482,
+     "end_time": "2024-07-25T10:07:42.214337",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:42.070855",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "9b91b497",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:42.240238Z",
+     "iopub.status.busy": "2024-07-25T10:07:42.239933Z",
+     "iopub.status.idle": "2024-07-25T10:07:46.529119Z",
+     "shell.execute_reply": "2024-07-25T10:07:46.528137Z"
+    },
+    "papermill": {
+     "duration": 4.304449,
+     "end_time": "2024-07-25T10:07:46.531212",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:42.226763",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:07:43.964696: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:07:43.964753: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:07:43.966416: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "35060dbd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:46.557693Z",
+     "iopub.status.busy": "2024-07-25T10:07:46.557068Z",
+     "iopub.status.idle": "2024-07-25T10:07:46.564434Z",
+     "shell.execute_reply": "2024-07-25T10:07:46.563561Z"
+    },
+    "papermill": {
+     "duration": 0.022662,
+     "end_time": "2024-07-25T10:07:46.566351",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:46.543689",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "a9ba9443",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:46.590775Z",
+     "iopub.status.busy": "2024-07-25T10:07:46.590474Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.236437Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.235636Z"
+    },
+    "papermill": {
+     "duration": 2.660882,
+     "end_time": "2024-07-25T10:07:49.238875",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:46.577993",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "f8aaea6b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:49.266069Z",
+     "iopub.status.busy": "2024-07-25T10:07:49.265775Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.271783Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.270935Z"
+    },
+    "papermill": {
+     "duration": 0.021918,
+     "end_time": "2024-07-25T10:07:49.273657",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:49.251739",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "4751ae52",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:49.299339Z",
+     "iopub.status.busy": "2024-07-25T10:07:49.299049Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.822760Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.821719Z"
+    },
+    "papermill": {
+     "duration": 0.539615,
+     "end_time": "2024-07-25T10:07:49.825267",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:49.285652",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "9ff1f626",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:49.854591Z",
+     "iopub.status.busy": "2024-07-25T10:07:49.853673Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.873983Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.873158Z"
+    },
+    "papermill": {
+     "duration": 0.036716,
+     "end_time": "2024-07-25T10:07:49.875889",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:49.839173",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "41f6e24a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:49.901007Z",
+     "iopub.status.busy": "2024-07-25T10:07:49.900757Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.988691Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.987786Z"
+    },
+    "papermill": {
+     "duration": 0.102884,
+     "end_time": "2024-07-25T10:07:49.990626",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:49.887742",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x7c40bb754c10>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x7c40bb754c10>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "1557ae6b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.018585Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.017847Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.036442Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.035741Z"
+    },
+    "papermill": {
+     "duration": 0.034712,
+     "end_time": "2024-07-25T10:07:50.038258",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.003546",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "c08c6865",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.063781Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.063517Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.067237Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.066422Z"
+    },
+    "papermill": {
+     "duration": 0.018704,
+     "end_time": "2024-07-25T10:07:50.069092",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.050388",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "d3c25242",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.094642Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.094386Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.302932Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.302191Z"
+    },
+    "papermill": {
+     "duration": 0.223601,
+     "end_time": "2024-07-25T10:07:50.304893",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.081292",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "330e9f2f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.332242Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.331869Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.582005Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.581068Z"
+    },
+    "papermill": {
+     "duration": 0.266024,
+     "end_time": "2024-07-25T10:07:50.584122",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.318098",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "49651352",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.612875Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.612570Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.619500Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.618617Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023615,
+     "end_time": "2024-07-25T10:07:50.621515",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.597900",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "gan_params = filter_dict_2(params, PARAMS.default.GAN_PARAMS)\n",
+    "ae_params = filter_dict_2(params, PARAMS.default.AE_PARAMS)\n",
+    "\n",
+    "gan_params[\"epochs\"] = int(round(epoch_scale * gan_params[\"epochs\"]))\n",
+    "ae_params[\"epochs\"] = int(round(epoch_scale * ae_params[\"epochs\"]))\n",
+    "\n",
+    "dataset_kwargs={\n",
+    "    \"categorical_columns\": cat_features,\n",
+    "    \"mixed_columns\": mixed_features,\n",
+    "    \"log_columns\": longtail_features,\n",
+    "    \"integer_columns\": integer_features,\n",
+    "}\n",
+    "\n",
+    "gan_params[\"mlu_trainer\"] = gan_mlu_trainer\n",
+    "ae_params[\"mlu_trainer\"] = ae_mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "f7b81ea8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.648781Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.648291Z",
+     "iopub.status.idle": "2024-07-25T10:08:08.001308Z",
+     "shell.execute_reply": "2024-07-25T10:08:08.000244Z"
+    },
+    "papermill": {
+     "duration": 17.369914,
+     "end_time": "2024-07-25T10:08:08.003863",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.633949",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5228127241134644\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.39840906858444214\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3685881495475769\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "b0851e56",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:08:08.034116Z",
+     "iopub.status.busy": "2024-07-25T10:08:08.033780Z",
+     "iopub.status.idle": "2024-07-25T10:08:55.549982Z",
+     "shell.execute_reply": "2024-07-25T10:08:55.549050Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 47.53387,
+     "end_time": "2024-07-25T10:08:55.552037",
+     "exception": false,
+     "start_time": "2024-07-25T10:08:08.018167",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.020483] [G loss: -0.448396]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7166903614997864\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7463403344154358\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7296835780143738\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7688140869140625\n",
+      "[Epoch 20/179] [D loss: -0.052834] [G loss: -0.451848]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.073419] [G loss: -0.455571]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8229305744171143\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7171482443809509\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7471601963043213\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7264424562454224\n",
+      "[Epoch 40/179] [D loss: -0.107376] [G loss: -0.458107]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7509163618087769\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.813654899597168\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6915267705917358\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7335225939750671\n",
+      "[Epoch 50/179] [D loss: -0.148118] [G loss: -0.445740]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.201520] [G loss: -0.424268]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6125319600105286\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6147493720054626\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7092087268829346\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6134330034255981\n",
+      "[Epoch 70/179] [D loss: -0.274103] [G loss: -0.394165]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6203407645225525\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5606057643890381\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6803697943687439\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6620191335678101\n",
+      "[Epoch 80/179] [D loss: -0.329576] [G loss: -0.376869]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.306869] [G loss: -0.393328]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6774441599845886\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7065140604972839\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6658490896224976\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7074935436248779\n",
+      "[Epoch 100/179] [D loss: -0.312485] [G loss: -0.420493]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.293964] [G loss: -0.451182]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7745121121406555\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6681813597679138\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6914815902709961\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6651219129562378\n",
+      "[Epoch 120/179] [D loss: -0.310716] [G loss: -0.448304]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7164055109024048\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7737168073654175\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6652120351791382\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.693838357925415\n",
+      "[Epoch 130/179] [D loss: -0.390944] [G loss: -0.359060]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.490406] [G loss: -0.283502]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6045430898666382\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6618218421936035\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7109509706497192\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.603441059589386\n",
+      "[Epoch 150/179] [D loss: -0.487187] [G loss: -0.291481]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43985211849212646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2750745415687561\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4509119987487793\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4666978716850281\n",
+      "[Epoch 160/179] [D loss: -0.366938] [G loss: -0.306115]\n",
+      "[Epoch 170/179] [D loss: -0.351067] [G loss: -0.161985]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35542869567871094\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.37148427963256836\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2313530445098877\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.369970440864563\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_gan\n",
+    "\n",
+    "for p in lct_ae.parameters():\n",
+    "    p.requires_grad = False\n",
+    "\n",
+    "gan, synth_df = create_gan(\n",
+    "    lct_ae,\n",
+    "    dfs[df_name_2],\n",
+    "    **gan_params\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "e6e73382",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:08:55.591063Z",
+     "iopub.status.busy": "2024-07-25T10:08:55.590212Z",
+     "iopub.status.idle": "2024-07-25T10:08:55.616558Z",
+     "shell.execute_reply": "2024-07-25T10:08:55.615825Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.048077,
+     "end_time": "2024-07-25T10:08:55.618503",
+     "exception": false,
+     "start_time": "2024-07-25T10:08:55.570426",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "gan.mlu_trainer = None\n",
+    "#gan.decoder.mlu_trainer = None\n",
+    "gan.decoder.ae.mlu_trainer = None\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(gan, model_path)\n",
+    "    if True or not os.path.exists(ae_state_path):\n",
+    "        torch.save(deepcopy(lct_ae.ae.model.state_dict()), ae_state_path)\n",
+    "    if True or not os.path.exists(g_state_path):\n",
+    "        torch.save(deepcopy(gan.generator.state_dict()), g_state_path)\n",
+    "    if True or not os.path.exists(d_state_path):\n",
+    "        torch.save(deepcopy(gan.discriminator.state_dict()), d_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "c634c443",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:08:55.653916Z",
+     "iopub.status.busy": "2024-07-25T10:08:55.653207Z",
+     "iopub.status.idle": "2024-07-25T10:08:56.587738Z",
+     "shell.execute_reply": "2024-07-25T10:08:56.586929Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.954783,
+     "end_time": "2024-07-25T10:08:56.590195",
+     "exception": false,
+     "start_time": "2024-07-25T10:08:55.635412",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    n = len(train)\n",
+    "    synth_df = gan.sample(n)[:n]\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0e3e27db",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.020319,
+     "end_time": "2024-07-25T10:08:56.629600",
+     "exception": false,
+     "start_time": "2024-07-25T10:08:56.609281",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 96.08039,
+   "end_time": "2024-07-25T10:08:59.295963",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/0/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/0/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 0,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/0",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:07:23.215573",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/0/mlu_log_ae.csv b/iris/lct_gan/0/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e7a6db5120d045729c7abd63cfe4c2451f39eb7
--- /dev/null
+++ b/iris/lct_gan/0/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/0/mlu_log_gan.csv b/iris/lct_gan/0/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d24fd1d2376ec6dd7386dbb7d389e4395a869fcf
--- /dev/null
+++ b/iris/lct_gan/0/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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