diff --git a/iris/lct_gan/2/0/synth.csv b/iris/lct_gan/2/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..722853f3b1123d6d38a10a2d1d995d1936aace9a
--- /dev/null
+++ b/iris/lct_gan/2/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489777561,3.054000003563365,4.900349336280072,1.6656227443705665,Iris-virginica
+1,6.179366489623439,3.054000004240011,4.90381005898556,1.666444414525473,Iris-virginica
+2,6.17936648918831,3.0540000036526926,4.910215631711308,1.6681180009169736,Iris-virginica
+3,6.179366489134218,3.054000001549411,4.902312717852542,1.665960575913686,Iris-virginica
+4,5.108947717055049,3.0864545959289575,1.5100268472672933,0.26153082141620826,Iris-setosa
+5,6.179366489279002,3.0540000042453848,4.906166510798997,1.667218708670169,Iris-virginica
+6,6.179366493335145,3.0540000904728344,4.899499626908206,1.6654297520916133,Iris-versicolor
+7,5.10894771629056,3.065430904672252,1.5100228333725623,0.26153080910735604,Iris-setosa
+8,5.1089477163766475,3.061334830940754,1.5100228552067867,0.2615308093547586,Iris-setosa
+9,5.108947716287702,3.066351957591568,1.5100228523788248,0.2615308091194201,Iris-setosa
+10,5.108947716414202,3.0773759651767136,1.510023610241162,0.2615308107078048,Iris-setosa
+11,5.108947716374047,3.0713586423562638,1.510023166496794,0.26153080960043623,Iris-setosa
+12,6.1793664889163225,3.05400000035792,4.902006247044533,1.665731445081117,Iris-virginica
+13,6.179366489117507,3.0540000012908264,4.905714221144892,1.6664893223778685,Iris-virginica
+14,6.179366496601274,3.054000268317367,4.900186763589512,1.6659193577635674,Iris-virginica
+15,6.179366489374258,3.054000000490137,4.89955492686346,1.6654332231283175,Iris-virginica
+16,5.108947716591195,3.0540025330363973,4.899491319455884,0.2615308084798989,Iris-setosa
+17,6.179366489434647,3.0540000033981185,4.901415733129337,1.6659193699475325,Iris-virginica
+18,6.1793664893829146,3.0540000071060476,4.9293298789786775,1.6743426857243697,Iris-virginica
+19,5.108947716755592,3.0679168801340784,1.5100242053640354,0.2615308142411586,Iris-setosa
+20,6.1793664890402065,3.0540000009028745,4.904547030182104,1.6662331580795389,Iris-virginica
+21,5.108947716291563,3.0654732646641643,1.510022846431488,0.261530809143071,Iris-setosa
+22,5.108947716356987,3.0707406536706636,1.5100231380657922,0.2615308095079851,Iris-setosa
+23,5.108947716357238,3.079129390649182,1.5100234593179052,0.26153081022935626,Iris-setosa
+24,5.108947716376241,3.0540939746105074,1.5100224045209902,0.26153080843940635,Iris-setosa
+25,5.108947716317424,3.0706284396179013,1.5100230529577263,0.26153080938099627,Iris-setosa
+26,6.179366489381098,3.054000000540915,4.899528882721652,1.6654311901613295,Iris-virginica
+27,6.179366489014018,3.0540000003185,4.901837817780457,1.665671768631658,Iris-virginica
+28,6.179366495339518,3.0544387444071033,1.5100267988252114,0.26153100359783027,Iris-setosa
+29,6.179366488982078,3.0540000004314463,4.902398734056233,1.6657836078220212,Iris-virginica
+30,6.1793664904074355,3.054261852989138,1.5100230503950218,0.26153081961687596,Iris-setosa
+31,5.108947716492305,3.094327903635253,1.5100247931160138,0.2615308129868484,Iris-setosa
+0,6.179366488755959,3.0540000000511247,4.8996650767489935,1.6654376747681083,Iris-virginica
+1,5.108947716409561,3.081181449878863,1.51002359405716,0.26153081018927615,Iris-setosa
+2,6.179366520406274,3.054800021632708,1.5100738312353374,0.26154246634777734,Iris-setosa
+3,5.108947716355465,3.0933286057962452,1.510024092704658,0.2615308109337105,Iris-setosa
+4,5.108947716416107,3.084269050885601,1.5100239430930849,0.2615308112565471,Iris-setosa
+5,5.108947716547684,3.055266596077159,1.5100226095450302,0.2615308091059881,Iris-setosa
+6,5.108947716401584,3.0838860497151854,1.5100239259454744,0.2615308112620867,Iris-setosa
+7,6.179366489040036,3.0540000012936486,4.905769522496327,1.66657529600435,Iris-virginica
+8,6.179366489250655,3.0540000058396366,4.9182493851266225,1.67085192649266,Iris-virginica
+9,6.179366494720089,3.0540001073854786,4.900633092316128,1.666051550930406,Iris-virginica
+10,5.108947716317354,3.0568724331122756,1.5100225500690108,0.2615308087019926,Iris-setosa
+11,6.179366497917418,3.0540008029902905,4.909898156444799,1.6779176760206527,Iris-virginica
+12,6.179366489395998,3.0540000004627648,4.899513363138625,1.6654293912675004,Iris-versicolor
+13,5.1089477164397135,3.0911776319928674,1.5100243042548334,0.2615308117088045,Iris-setosa
+14,5.108947716613506,3.057952529190646,1.5100229200963278,0.2615308100217999,Iris-setosa
+15,5.108947716465175,3.1307376818890416,1.5100263649717336,0.26153081445481596,Iris-setosa
+16,5.108947716485532,3.0543852537636456,1.5100224664398463,0.2615308086270489,Iris-setosa
+17,5.108947716435201,3.0606509944591216,1.5100227987137629,0.26153080920772587,Iris-setosa
+18,5.1089477164891965,3.0992059580794176,1.510024828761927,0.2615308128849898,Iris-setosa
+19,6.179366490071546,3.0540000022672125,4.899584205969222,1.665442787487576,Iris-virginica
+20,6.179366489319629,3.054000005612968,4.927248971677178,1.6733381805035017,Iris-virginica
+21,6.179366488877082,3.0540000003466954,4.900546257695897,1.6655548102005067,Iris-virginica
+22,5.108947716370394,3.070864394689909,1.5100231902222279,0.2615308097432496,Iris-setosa
+23,5.108947716438069,3.0546014708424765,1.5100224617331528,0.2615308085339443,Iris-setosa
+24,5.108947716416184,3.127691123966593,1.5100256310113185,0.26153081283195917,Iris-setosa
+25,6.179366488812881,3.054000000104709,4.900006007659125,1.6654662342492157,Iris-virginica
+26,6.179366488953172,3.05400000033397,4.902067652907877,1.6657214765584833,Iris-virginica
+27,5.108947716425548,3.09006765917651,1.5100241569923687,0.261530811211897,Iris-setosa
+28,6.179366489048427,3.0540000004869996,4.902710766500997,1.6658128011887299,Iris-virginica
+29,5.108947716468787,3.1010824258695315,1.510024886599642,0.2615308130444147,Iris-setosa
+30,6.179366490523749,3.0540000068704525,4.899773772585783,1.665501661080961,Iris-virginica
+31,5.108947716444663,3.0540746594580757,1.5100224116013459,0.2615308084706377,Iris-setosa
+0,5.108947716368495,3.056437084260117,1.510022521987872,0.2615308086084179,Iris-setosa
+1,6.179366489357419,3.0540000023038125,4.901533015268055,1.6658516632454745,Iris-virginica
+2,6.17936649654495,3.054001050114018,4.899559321827944,1.665463891942457,Iris-virginica
+3,5.108947716355344,3.0558793523490797,1.5100224965184483,0.26153080855989796,Iris-setosa
+4,5.108947716291774,3.064700555431941,1.510022809269497,0.2615308091143733,Iris-setosa
+5,6.179366490233682,3.0540000037743393,4.8995946886151165,1.6654474940538966,Iris-virginica
+6,6.179366488958795,3.0540000001699052,4.900740712234647,1.6655291096618057,Iris-virginica
+7,5.108947716347017,3.0976118462311395,1.51002424785683,0.2615308110411605,Iris-setosa
+8,5.108947716343413,3.072750248264184,1.510023189973374,0.2615308095995827,Iris-setosa
+9,6.179366489553326,3.0540000172149235,4.963789323808536,1.6889028678564724,Iris-virginica
+10,6.1793664892111995,3.054000001092614,4.900461964602961,1.6655776569958562,Iris-virginica
+11,6.179366488984651,3.0540000010890247,4.902794182063018,1.6660246305868989,Iris-virginica
+12,6.179366489164874,3.054000001787523,4.901421538844949,1.665837858736514,Iris-virginica
+13,5.108947717754156,3.054072490221788,4.899491725125398,0.26153081085097607,Iris-setosa
+14,5.108947716281981,3.0657999881575777,1.5100228074225472,0.261530809030444,Iris-setosa
+15,5.108947716285927,3.0542216550329324,1.510022403604675,0.26153080842774057,Iris-setosa
+16,5.108947716300823,3.0760841464145336,1.5100232412688233,0.26153080964416836,Iris-setosa
+17,5.108947716287605,3.0779580463957728,1.5100232587535067,0.26153080976673504,Iris-setosa
+18,6.179366488976534,3.054000000385766,4.902008422844379,1.6657210473668413,Iris-virginica
+19,6.179366489155944,3.0540000027692984,4.906335883157205,1.6670207718470684,Iris-virginica
+20,6.17936648888672,3.0540000001413676,4.900521054159894,1.6655112848649285,Iris-virginica
+21,6.179366502845176,3.0540041083566334,4.899524216762338,1.6654432211446537,Iris-setosa
+22,6.179366491053711,3.0540000056305745,4.899518468445074,1.6654320743785864,Iris-versicolor
+23,6.179366488790666,3.0540000000989393,4.899722267916164,1.665444615405743,Iris-virginica
+24,6.179366489042266,3.054000000316288,4.901818169920915,1.6656615042527834,Iris-virginica
+25,6.179366489345775,3.0540000067722235,4.915144752076911,1.670079381944965,Iris-virginica
+26,5.108947718618256,3.063603854726154,1.5100265947546543,0.26153083175271535,Iris-setosa
+27,6.1793664903781105,3.0540003463887406,4.899491433621858,1.6654274811233145,Iris-versicolor
+28,6.179366489316977,3.054000005710316,4.918509938623848,1.6706570152692686,Iris-virginica
+29,6.179366488901169,3.054000000200757,4.900993680429292,1.665570346731481,Iris-virginica
+30,5.108947716304934,3.0675135924686,1.5100228899768604,0.2615308092135483,Iris-setosa
+31,5.10894771732867,3.0975063905869376,1.5100307360935619,0.26153083899710305,Iris-setosa
+0,5.1089477163449715,3.102753707216606,1.5100243906159203,0.26153081128668976,Iris-setosa
+1,5.108947716384259,3.0541945075980688,1.5100224146959154,0.261530808452065,Iris-setosa
+2,6.179366490516905,3.0540019147226793,4.8994920172391705,0.2615308429229901,Iris-setosa
+3,6.179366488819177,3.054000000079083,4.899589683630587,1.66543326016053,Iris-virginica
+4,5.108947716773904,3.0827878421322157,1.5100254764148668,0.2615308163027586,Iris-setosa
+5,5.108947716789516,3.0554039871337038,1.5100227153829067,0.26153080955400027,Iris-setosa
+6,5.108947716267969,3.0569332968234817,1.5100225120374815,0.2615308086116347,Iris-setosa
+7,5.108947716389776,3.1124745687021176,1.5100249825075946,0.2615308124054239,Iris-setosa
+8,6.179366490185335,3.0540012539638566,4.899491416649614,0.26153080983872995,Iris-setosa
+9,6.179366491246251,3.054000197940717,4.981490264984476,1.7353980044068456,Iris-virginica
+10,5.108947716427928,3.0542206802818166,1.5100224243679021,0.2615308084701881,Iris-setosa
+11,6.1793664894958305,3.0540000209471927,4.97399743409302,1.694277486287093,Iris-virginica
+12,5.108947716503058,3.147524886151304,1.5100277049756852,0.26153081647726145,Iris-setosa
+13,5.108947716739185,3.0554648470213697,1.5100227557735213,0.2615308097939992,Iris-setosa
+14,6.179366491295345,3.054021497087211,4.899492130709153,0.26153082335876876,Iris-setosa
+15,5.108947716494218,3.063540705141829,1.5100230324123307,0.2615308096084074,Iris-setosa
+16,5.108947716439144,3.0749750300711045,1.5100235674476024,0.2615308107785768,Iris-setosa
+17,5.1089477164299755,3.131723211764731,1.5100259732077634,0.26153081337948547,Iris-setosa
+18,5.10894771629866,3.055512370301385,1.5100224739245909,0.26153080855795025,Iris-setosa
+19,5.108947716415032,3.088259419436611,1.51002402094293,0.26153081117587645,Iris-setosa
+20,6.179366488890757,3.054000000214799,4.899659366691188,1.6654433405548403,Iris-virginica
+21,6.1793664888258695,3.05400000007873,4.899996848937068,1.6654607121282876,Iris-virginica
+22,6.179366488974217,3.0540000001456478,4.900657742717457,1.6655152564488465,Iris-virginica
+23,6.179366489415582,3.054000015719574,4.945417900158565,1.6831850135677473,Iris-virginica
diff --git a/iris/lct_gan/2/0/test.csv b/iris/lct_gan/2/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/0/train.csv b/iris/lct_gan/2/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/0/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
+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
+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/2/0/val.csv b/iris/lct_gan/2/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/1/synth.csv b/iris/lct_gan/2/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..143cc78a2ca7732e6cf280f29cdac908bd0e0a7a
--- /dev/null
+++ b/iris/lct_gan/2/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716374646,3.062167110119038,1.510022790580428,0.2615308090797759,Iris-setosa
+1,6.179366488998605,3.05400000037682,4.9019508018644045,1.665701965697101,Iris-virginica
+2,6.179366489474581,3.054000011777168,4.9511978032104915,1.682888518458617,Iris-virginica
+3,6.179366505737849,3.054130990652059,4.8995172615469365,0.2615332692444072,Iris-setosa
+4,6.179366489049968,3.0540000005706536,4.903269405358827,1.665918938206944,Iris-virginica
+5,5.108947716384048,3.1123984070079325,1.5100248689630256,0.26153081197080125,Iris-setosa
+6,5.108947716463112,3.0558535583467075,1.5100226168236301,0.26153080904128956,Iris-setosa
+7,5.108947716432491,3.054029872603156,4.899491328272964,0.2615308084570547,Iris-setosa
+8,5.108947716453661,3.0789288632900815,1.5100239413061982,0.26153081153755225,Iris-setosa
+9,5.108947717164278,3.062839431708524,1.5100245970771946,0.26153081800884886,Iris-setosa
+10,6.17936648916158,3.054000001865211,4.905542599899975,1.6666085596565647,Iris-virginica
+11,5.108947716468536,3.07576318479445,1.5100235801939603,0.26153081062708144,Iris-setosa
+12,5.108947716442022,3.119874964899432,1.5100255281940709,0.2615308132592959,Iris-setosa
+13,6.179366516934158,3.0553882946217823,1.5100680772094748,0.2615375080330634,Iris-setosa
+14,5.10894771655761,3.134610794144409,1.5100272811379747,0.26153081684240786,Iris-setosa
+15,6.179366489123375,3.0540000009147694,4.90554451227444,1.6663484974579932,Iris-virginica
+16,5.108947716282403,3.0645350766515858,1.5100227946284037,0.26153080907086124,Iris-setosa
+17,5.108947716346421,3.0540324688087312,4.8994913196639205,0.2615308084388351,Iris-setosa
+18,6.179366488885651,3.0540000000680694,4.900008285028217,1.6654577377273587,Iris-virginica
+19,6.179366503956627,3.0540021852076635,4.899531516752562,1.6654460794649577,Iris-setosa
+20,6.1793664900409215,3.0540000025279035,4.899491367905183,1.6654274791437738,Iris-versicolor
+21,5.108947716735382,3.0544352566847244,1.5100225518408317,0.2615308091234653,Iris-setosa
+22,5.108947716403185,3.1053256439040395,1.510024734581148,0.2615308123420942,Iris-setosa
+23,5.1089477179555125,3.058483145563192,1.5100251997682057,0.2615308287653939,Iris-setosa
+24,5.108947716284457,3.0554176477360477,1.5100224503088995,0.26153080848104737,Iris-setosa
+25,5.108947716329826,3.056331312268301,1.5100225112184542,0.26153080860219247,Iris-setosa
+26,5.108947716306309,3.0682018827704525,1.510022905600491,0.26153080916935456,Iris-setosa
+27,6.179366489464526,3.0540000007953205,4.899544941547781,1.6654336426056846,Iris-virginica
+28,6.179366498510766,3.05438060446495,1.5100271153352982,0.26153103083229845,Iris-setosa
+29,6.179366489059614,3.054000000766874,4.900963117613347,1.6656374603191362,Iris-virginica
+30,6.179366490504269,3.054000019645364,4.903317011875095,1.6670623964522246,Iris-virginica
+31,5.108947719660158,3.061141949051462,1.5100283697703343,0.26153085854321173,Iris-setosa
+0,6.179366535025795,3.0541847624514706,4.899875869316318,0.261699882455238,Iris-setosa
+1,5.1089477164531605,3.0540515932180914,4.899491350145667,0.2615308085129072,Iris-setosa
+2,6.179366488932105,3.054000000157637,4.899587119410211,1.6654342282568513,Iris-virginica
+3,5.1089477170282755,3.054452501453209,1.5100226027293304,0.26153080925796485,Iris-setosa
+4,5.108947716344731,3.0750416578692685,1.510023287162754,0.26153080988386274,Iris-setosa
+5,6.1793664890859965,3.0540000009133608,4.905184506706573,1.6663018697802938,Iris-virginica
+6,6.179366500321211,3.054001671583984,4.899754486007898,1.6656251819410213,Iris-virginica
+7,6.179366488939186,3.054000000196465,4.901016320453316,1.6655658176992965,Iris-virginica
+8,6.179366489157992,3.054000003205856,4.9087390292690465,1.6676867224013887,Iris-virginica
+9,5.10894771639172,3.110043054937099,1.5100248232333306,0.2615308120509842,Iris-setosa
+10,6.179366519609473,3.054008300766684,4.89980330766656,1.6656594962435678,Iris-setosa
+11,5.108947716386411,3.057651129202964,1.510022633178619,0.26153080889450353,Iris-setosa
+12,6.179366489030649,3.0540000011261172,4.9057882131915385,1.666530830139309,Iris-virginica
+13,6.179366489696767,3.0540000167215635,4.91017090333229,1.6700948252991934,Iris-virginica
+14,6.1793664890081015,3.0540000003498387,4.901970309412801,1.665696829671499,Iris-virginica
+15,5.108947716380219,3.106079858472722,1.5100246695000656,0.26153081180552745,Iris-setosa
+16,6.179366488874533,3.054000000096391,4.900145320308689,1.6654715565582134,Iris-virginica
+17,6.1793664889707,3.0540000003791814,4.901989616656289,1.6657162743877147,Iris-virginica
+18,5.108947717429254,3.068345224462453,1.5100255475756645,0.26153082132272626,Iris-setosa
+19,6.179366518716072,3.054402874471625,1.5101368759746292,0.2616091966504819,Iris-setosa
+20,5.108947716251335,3.054316146978444,1.5100224067276335,0.26153080843555593,Iris-setosa
+21,6.179366489282009,3.0540000052970275,4.91951792607348,1.670975918678451,Iris-virginica
+22,5.10894771630782,3.084039194158431,1.510023566568512,0.2615308103189533,Iris-setosa
+23,6.179366489249443,3.0540000018782667,4.91025372052004,1.6674853197245085,Iris-virginica
+24,6.1793664893903735,3.0540000057889336,4.927888237071038,1.6733190670738858,Iris-virginica
+25,6.179366490224985,3.054000014959723,4.905295178197078,1.6675582316305815,Iris-virginica
+26,5.108947716304174,3.0645969278422704,1.5100228355695378,0.26153080912905813,Iris-setosa
+27,6.1793664890252895,3.054000000380641,4.902270687824905,1.665736514987042,Iris-virginica
+28,5.108947716360689,3.068534527518436,1.5100230655946607,0.26153080951066593,Iris-setosa
+29,6.179366488837117,3.054000000171964,4.900039796458892,1.6654770398427527,Iris-virginica
+30,5.108947716279885,3.0690376345278847,1.5100229359783142,0.2615308091890329,Iris-setosa
+31,5.108947716392536,3.0553235328116894,1.5100225333671844,0.2615308087733801,Iris-setosa
+0,6.179366488851416,3.054000000165017,4.900614186561842,1.6655289632184467,Iris-virginica
+1,5.108947716250925,3.057718423906975,1.5100225160308955,0.2615308086089533,Iris-setosa
+2,6.179366489440087,3.054000015371958,4.93065771486828,1.677966425747442,Iris-virginica
+3,6.17936651791428,3.054008526251772,4.902869277056882,1.6701105484258094,Iris-virginica
+4,6.179366488883329,3.0540000001629055,4.9007800653093305,1.665541369209577,Iris-virginica
+5,5.108947716490821,3.1054550743505964,1.5100252016284081,0.2615308134001612,Iris-setosa
+6,6.179366489034399,3.05400000049252,4.9029311847573025,1.6658471644310529,Iris-virginica
+7,6.179366489145718,3.0540000026524914,4.910175949843447,1.6679048235338425,Iris-virginica
+8,5.108947716357463,3.074428859538409,1.5100233528808742,0.2615308101061217,Iris-setosa
+9,6.179366488966557,3.054000000509624,4.901867249704207,1.665738160383103,Iris-virginica
+10,6.179366490796084,3.0540000035186883,4.89954153795824,1.6654354494659678,Iris-virginica
+11,5.108947716987787,3.0736448599966963,1.510024779889752,0.26153081453242133,Iris-setosa
+12,6.179366488945627,3.0540000005531533,4.901928898278473,1.6657675764003042,Iris-virginica
+13,6.17936648897369,3.0540000001939362,4.900901328630225,1.6655470101305374,Iris-virginica
+14,6.179366488944727,3.054000000337183,4.901775690428607,1.6656885138604032,Iris-virginica
+15,5.108947716448478,3.055836484430083,1.5100226318057721,0.26153080914808297,Iris-setosa
+16,5.108947716324749,3.0716700990587333,1.5100231293178992,0.26153080959161085,Iris-setosa
+17,5.108947716381851,3.100708247014245,1.5100245097034886,0.26153081195427164,Iris-setosa
+18,6.179366488956999,3.0540000001409835,4.900576759931822,1.6655093503737077,Iris-virginica
+19,5.1089477163556785,3.0836792404813345,1.510023696940822,0.2615308105378752,Iris-setosa
+20,5.108947716296278,3.0731251370904507,1.5100231070325272,0.2615308094465774,Iris-setosa
+21,5.108947716599465,3.0544008819797255,1.5100224876739345,0.26153080870001666,Iris-setosa
+22,5.108947716873903,3.062010716874345,1.5100238471336211,0.2615308144569054,Iris-setosa
+23,5.108947716326117,3.0775318368100737,1.5100233519868806,0.26153080980471793,Iris-setosa
+24,6.179366488934439,3.0540000004508348,4.900946892622693,1.6656114833407953,Iris-virginica
+25,5.108947716342682,3.068641122979994,1.5100230884691603,0.26153080961948016,Iris-setosa
+26,5.108947716386673,3.110094417554231,1.5100248883344172,0.2615308120512698,Iris-setosa
+27,5.108947716419644,3.103584611530452,1.5100247194256686,0.26153081215758467,Iris-setosa
+28,6.179366489651112,3.054000002324753,4.8998185789371504,1.6654959700986878,Iris-virginica
+29,5.108947716414764,3.0556300424572975,1.5100225345818596,0.2615308086784557,Iris-setosa
+30,5.108947716412219,3.06904251255979,1.5100231124336958,0.2615308095900256,Iris-setosa
+31,5.108947716349932,3.085258412350708,1.5100237071172242,0.26153081034414727,Iris-setosa
+0,5.108947716328921,3.0767417196045854,1.5100233296522478,0.26153080997796874,Iris-setosa
+1,6.1793664890293165,3.054000000229322,4.901297882320101,1.6655863103894504,Iris-virginica
+2,6.179366491304446,3.0540000045759577,4.89950040319354,1.6654286980790614,Iris-versicolor
+3,6.179366496277629,3.0540000886273724,4.899506318127998,1.6654311960892236,Iris-versicolor
+4,6.179366489024396,3.054000000540476,4.902769348944529,1.6658498181904202,Iris-virginica
+5,5.108947716579674,3.1011606063927624,1.5100258421209987,0.261530816183289,Iris-setosa
+6,5.108947716421469,3.0542084756180485,1.5100224525994639,0.26153080868013906,Iris-setosa
+7,6.179366489425184,3.0540000203539743,4.96359017734717,1.692026925423027,Iris-virginica
+8,6.179366488880022,3.0540000002726835,4.900274791196461,1.665509901264809,Iris-virginica
+9,5.108947716780524,3.058571209735722,1.5100233810986798,0.2615308127309587,Iris-setosa
+10,6.179366488787933,3.054000000108339,4.899915012412833,1.6654613059436507,Iris-virginica
+11,5.108947716673266,3.0631600343183383,1.5100233346829364,0.261530810866923,Iris-setosa
+12,5.1089477166957975,3.05406509676602,4.8994913813395105,0.26153080855192706,Iris-setosa
+13,6.179366489925924,3.0540000018474966,4.899515282621471,1.665430781715724,Iris-versicolor
+14,6.179366492375093,3.054001838139078,4.899494358149631,1.6654284019303882,Iris-setosa
+15,5.10894771642365,3.0902143317754454,1.5100241385653814,0.2615308113249745,Iris-setosa
+16,6.17936648895973,3.054000000168054,4.900704179843903,1.6655244152348436,Iris-virginica
+17,5.1089477162714045,3.057788109329593,1.5100225483968865,0.261530808670092,Iris-setosa
+18,5.108947716551903,3.0592594155172192,1.5100228528688309,0.2615308094126741,Iris-setosa
+19,5.1089477168908894,3.0586449283891755,1.5100233299035022,0.2615308118125556,Iris-setosa
+20,6.179366489027863,3.054000001024415,4.903086736663137,1.6660307152794764,Iris-virginica
+21,5.108947716542729,3.05400451939385,4.899491311538908,0.2615308084303607,Iris-setosa
+22,5.108947716906264,3.0540281788315964,4.899491405016075,0.26153080879815926,Iris-setosa
+23,6.179366489085578,3.0540000012257975,4.9067755674769025,1.6667068603970219,Iris-virginica
diff --git a/iris/lct_gan/2/1/test.csv b/iris/lct_gan/2/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/1/train.csv b/iris/lct_gan/2/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/1/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
+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
+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/2/1/val.csv b/iris/lct_gan/2/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/10/synth.csv b/iris/lct_gan/2/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b1725db731cd0784bc5923f71cecda6c23ddf3d
--- /dev/null
+++ b/iris/lct_gan/2/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488821941,3.0540000000812784,4.9000349373549605,1.6654644278266344,Iris-virginica
+1,6.179366489923444,3.054000001326733,4.899542966913909,1.6654337656752027,Iris-virginica
+2,6.179366489461307,3.0540000004375205,4.899497038934447,1.6654279185387306,Iris-versicolor
+3,5.10894771705383,3.0544524829392268,1.5100228365940094,0.26153081212439366,Iris-setosa
+4,6.1793664891586815,3.054000001276847,4.906185012328208,1.6665550404427059,Iris-virginica
+5,6.1793664906836225,3.054000015960635,4.903369159157056,1.666811296656053,Iris-virginica
+6,6.179366488948559,3.0540000002941747,4.901788507988505,1.6656762759085826,Iris-virginica
+7,6.179366489952771,3.05400001715301,4.910997733069203,1.6699655782049274,Iris-virginica
+8,6.179366489096808,3.05400000079402,4.904380988161688,1.6661266406565223,Iris-virginica
+9,6.179366493619371,3.0725122550441917,1.5100371736489275,0.2615309517886625,Iris-setosa
+10,5.108947716290244,3.057564904756823,1.5100225399726386,0.26153080864928935,Iris-setosa
+11,6.179366489673743,3.054000008006416,4.907249497877815,1.6677166350043822,Iris-virginica
+12,6.179366489268941,3.054000004030289,4.914928755771289,1.6693359431057027,Iris-virginica
+13,5.108947717016614,3.054062534063584,4.899491533476841,0.26153080944852913,Iris-setosa
+14,5.108947716378537,3.073049039792726,1.510023269901919,0.2615308098909302,Iris-setosa
+15,5.108947717043717,3.0549589521482656,1.5100228933872484,0.261530811420082,Iris-setosa
+16,6.179366490433552,3.054000014948314,4.903694690002985,1.66696371316585,Iris-virginica
+17,6.179366490116765,3.054000055078081,4.9684892640926215,1.703575750136658,Iris-virginica
+18,5.108947716385663,3.101113252455315,1.5100244237892984,0.26153081171454656,Iris-setosa
+19,5.108947717307087,3.0558141412730535,1.5100232716223914,0.2615308137300942,Iris-setosa
+20,6.179366489269306,3.054000008595563,4.930151709886772,1.6757808250953863,Iris-virginica
+21,5.108947716353883,3.0800320905771703,1.5100235109618798,0.26153081022718083,Iris-setosa
+22,6.179366489408916,3.0540000051470955,4.908944458073996,1.6679115339928299,Iris-virginica
+23,5.108947716931846,3.0540009488165456,4.899491323589875,0.26153080851900445,Iris-setosa
+24,6.179366489129932,3.054000002687472,4.91139284847213,1.6681813899582507,Iris-virginica
+25,5.108947716363388,3.092922750321893,1.5100239861324978,0.26153081080026575,Iris-setosa
+26,5.10894771644125,3.1244249676731792,1.5100259057475662,0.2615308141286627,Iris-setosa
+27,6.179366489277482,3.0540000052093674,4.92284521532272,1.6718046672965217,Iris-virginica
+28,6.17936648944625,3.0540000059904693,4.912183910983047,1.6688750580646416,Iris-virginica
+29,6.179366491943718,3.054000016134397,4.899578843525927,1.6654494665833675,Iris-virginica
+30,5.108947716611218,3.0540609373772356,4.8994913969025555,0.2615308086579747,Iris-setosa
+31,5.108947716671552,3.064778211124017,1.5100237479176526,0.2615308125955128,Iris-setosa
+0,6.179366489937526,3.054000000635368,4.8994923418608884,1.6654275449915281,Iris-versicolor
+1,6.17936654663818,3.0540517593942904,4.919681973643273,1.710047311237535,Iris-virginica
+2,5.108947716453726,3.0939425197957884,1.5100245458613126,0.2615308125600191,Iris-setosa
+3,5.10894771627509,3.073045861827386,1.5100230883957444,0.2615308094772672,Iris-setosa
+4,6.179366489519873,3.054000012566008,4.925488402145884,1.6744720466036156,Iris-virginica
+5,5.108947716454942,3.1127665036174963,1.510025347093284,0.2615308133068551,Iris-setosa
+6,6.1793664891257185,3.0540000010660275,4.9057399797697645,1.666436453859118,Iris-virginica
+7,5.108947716263897,3.054138539011501,1.5100224004169804,0.2615308084360988,Iris-setosa
+8,6.17936648925262,3.0540000011241406,4.900226439741355,1.6655412166041392,Iris-virginica
+9,6.179366489098682,3.0540000013365782,4.906259310010831,1.6666210564284312,Iris-virginica
+10,6.1793664889481486,3.0540000003058876,4.901579686702388,1.6656532475007821,Iris-virginica
+11,6.1793664895324545,3.0540000196166086,4.971266089660137,1.6924283914582439,Iris-virginica
+12,5.108947716860228,3.0842984027924323,1.5100251300031098,0.26153081409204626,Iris-setosa
+13,5.108947716297756,3.0542206785964403,1.5100224109142566,0.2615308084487653,Iris-setosa
+14,5.108947717476035,3.05427093588354,1.510022837466098,0.26153081292609526,Iris-setosa
+15,5.108947716424579,3.083305908439508,1.5100237368399556,0.26153081060746414,Iris-setosa
+16,5.108947716951686,3.0547990635844244,1.5100229788587427,0.2615308132748716,Iris-setosa
+17,6.179366489244452,3.0540000044727016,4.916446475241648,1.6698800526832722,Iris-virginica
+18,6.179366491621928,3.054021437839637,4.899492152784773,0.26153082246597126,Iris-setosa
+19,5.108947717075885,3.054005144619261,4.899491370314887,0.2615308087201709,Iris-setosa
+20,5.108947716310633,3.056458934180504,1.5100225041410353,0.26153080857341143,Iris-setosa
+21,6.179366497853917,3.054044870048356,4.899497037745518,0.2615310673019214,Iris-setosa
+22,5.108947716329518,3.0597426377045296,1.5100226314715997,0.26153080880253055,Iris-setosa
+23,6.179366489034491,3.0540000008238097,4.904363258148356,1.6661801721053253,Iris-virginica
+24,5.1089477162880295,3.0619451628871652,1.5100226922613285,0.2615308088463728,Iris-setosa
+25,5.108947716431721,3.054059767386616,4.899491333658087,0.26153080844095533,Iris-setosa
+26,6.179366489624444,3.054000009705167,4.91632588269792,1.670587464098414,Iris-virginica
+27,6.17936648902545,3.0540000009096175,4.903011194940473,1.6659969581002056,Iris-virginica
+28,6.179366489373511,3.0540000171288497,4.958065123108698,1.6887695901638002,Iris-virginica
+29,6.179366495398534,3.054000055064214,4.899549703229024,1.665443178765229,Iris-versicolor
+30,5.108947716273409,3.0542663324673227,1.510022410495297,0.26153080845054405,Iris-setosa
+31,5.1089477163418,3.0783251915476284,1.5100233927853086,0.2615308098717934,Iris-setosa
+0,5.10894771638377,3.060192957727629,1.5100227342527397,0.2615308089600774,Iris-setosa
+1,5.108947716630927,3.055824730264837,1.5100227292550583,0.26153080948443663,Iris-setosa
+2,6.179366490091575,3.0540000102269516,4.9035730851866495,1.6667507163501014,Iris-virginica
+3,6.179366489518195,3.054000000524685,4.899513393337032,1.6654293705320184,Iris-versicolor
+4,5.108947716825649,3.054002707611964,4.899491356450896,0.26153080871670126,Iris-setosa
+5,6.179366489597543,3.054025433932455,4.899491488674434,0.2615308097122738,Iris-setosa
+6,6.179366498408394,3.054756340809013,1.5100296965838318,0.2615310930473093,Iris-setosa
+7,6.179366488852566,3.0540000001904373,4.9007403335118065,1.6655488436770973,Iris-virginica
+8,6.179366491307544,3.0540014423541617,4.899491572360463,0.26153081295572833,Iris-setosa
+9,5.108947717190589,3.054058140684222,4.89949165173226,0.261530810683532,Iris-setosa
+10,6.1793664891865765,3.0540000022696705,4.909662466551492,1.667547342530365,Iris-virginica
+11,5.108947716361098,3.10062378139644,1.5100244497173088,0.2615308115300053,Iris-setosa
+12,6.1793664894659805,3.054000012490331,4.933016911933759,1.6774155840958174,Iris-virginica
+13,5.108947716425947,3.095714333677637,1.510024381333512,0.261530811907286,Iris-setosa
+14,5.108947716910989,3.054449552799641,1.5100226339091523,0.2615308096638361,Iris-setosa
+15,6.179366488920468,3.0540000000671594,4.900018369598642,1.6654568910341816,Iris-virginica
+16,6.179366489025786,3.054000000320262,4.901984177742932,1.665688763402283,Iris-virginica
+17,6.179366494209288,3.0540000612222435,4.899492573535002,1.6654276924779516,Iris-versicolor
+18,6.17936649111512,3.054000010145469,4.899494582650479,1.6654280102830383,Iris-versicolor
+19,5.108947716357657,3.085963547156793,1.5100237409250394,0.26153081044385557,Iris-setosa
+20,6.17936648899436,3.0540000004381342,4.8999458113442955,1.6654807331167412,Iris-virginica
+21,5.108947716853694,3.127705587411688,1.510029590878559,0.2615308247217307,Iris-setosa
+22,6.179366489347678,3.054000001563569,4.900651376050393,1.6656254875852177,Iris-virginica
+23,6.179366489006758,3.0540000006790433,4.903577973408075,1.666009363517823,Iris-virginica
+24,6.179366489368353,3.054000007630848,4.917313677849499,1.6708751133429862,Iris-virginica
+25,5.108947716592798,3.059607711020044,1.5100229730357828,0.2615308099086043,Iris-setosa
+26,6.179366489121805,3.0540000022363154,4.903624003280445,1.666366589983485,Iris-virginica
+27,5.108947716355999,3.096069815020531,1.5100242003925597,0.2615308111946643,Iris-setosa
+28,5.108947716306778,3.0789129106768307,1.5100234027536656,0.26153080999080786,Iris-setosa
+29,6.17936648918833,3.054000002121416,4.907189243816545,1.6669883938008883,Iris-virginica
+30,6.179366489306261,3.0540000002406607,4.899495880498036,1.66542776030836,Iris-versicolor
+31,5.108947716416445,3.07107209420483,1.5100232471327921,0.26153080991975813,Iris-setosa
+0,5.108947716355193,3.0800664798971478,1.510023548308761,0.2615308101993457,Iris-setosa
+1,6.179366498859053,3.0540329904860952,4.899498132475579,0.261531189750377,Iris-setosa
+2,5.108947716336173,3.0569645707634288,1.5100225451888547,0.2615308086558903,Iris-setosa
+3,5.108947716924784,3.0550800972858045,1.5100228152334374,0.2615308106192236,Iris-setosa
+4,6.179366492856096,3.0545593577204335,1.510024216962145,0.26153083902588514,Iris-setosa
+5,6.179366488844925,3.0540000001373664,4.900456791362308,1.6655086802492531,Iris-virginica
+6,5.108947716362977,3.0593985501079404,1.510022698346145,0.2615308090157151,Iris-setosa
+7,6.17936648891159,3.0540000003832133,4.901927915709618,1.6657361139357714,Iris-virginica
+8,5.108947716296261,3.0540368645526508,4.899491311558864,0.26153080841883436,Iris-setosa
+9,5.108947716361439,3.085602273352251,1.5100238328140225,0.2615308108954526,Iris-setosa
+10,5.108947716590175,3.055309929864302,1.5100225559825904,0.26153080879199453,Iris-setosa
+11,6.1793665009690955,3.054112094353326,4.8995031676295095,0.2615314290898832,Iris-setosa
+12,6.179366489229497,3.0540000014422777,4.9073832882676385,1.6667635736449864,Iris-virginica
+13,6.179366500695228,3.0540008092280098,4.908772718014069,1.6756138882559328,Iris-virginica
+14,5.108947716529769,3.055162885878903,1.510022558989641,0.2615308088727777,Iris-setosa
+15,6.179366489126368,3.054000001893121,4.904009633415461,1.666341993361729,Iris-virginica
+16,6.179366489915515,3.054000001434289,4.8995454887832315,1.6654343436038577,Iris-virginica
+17,6.179366489181751,3.0540000020256333,4.9092648763570015,1.6673827963989816,Iris-virginica
+18,5.108947716362447,3.069968482148888,1.5100230875367586,0.2615308094916562,Iris-setosa
+19,6.179366489034056,3.054000000352982,4.899550145847908,1.6654336860066794,Iris-virginica
+20,6.179366489345996,3.0540000058179575,4.910973329091765,1.668663747326143,Iris-virginica
+21,5.1089477165808646,3.0810295837053645,1.5100242135111983,0.2615308121305089,Iris-setosa
+22,5.108947716702783,3.060082707766921,1.5100231883407707,0.2615308108267426,Iris-setosa
+23,6.1793664895058384,3.05400001629068,4.951990555708571,1.6852199555655945,Iris-virginica
diff --git a/iris/lct_gan/2/10/test.csv b/iris/lct_gan/2/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/10/train.csv b/iris/lct_gan/2/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/10/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
+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
+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/2/10/val.csv b/iris/lct_gan/2/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/11/synth.csv b/iris/lct_gan/2/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f302c37afc3cceb3c75b3a3ad2b47b97c14dd57
--- /dev/null
+++ b/iris/lct_gan/2/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488901311,3.054000000084812,4.900123020656444,1.6654673495249044,Iris-virginica
+1,6.1793664899190235,3.054000031496182,4.941319335787417,1.6850097722771913,Iris-virginica
+2,6.179366489161728,3.054000001466679,4.908011007500359,1.6669605165827974,Iris-virginica
+3,6.179366488896427,3.0540000000999696,4.900195178496395,1.6654747714331444,Iris-virginica
+4,6.179366489440251,3.054000002085243,4.900478431034309,1.6656232996586007,Iris-virginica
+5,6.179366491319953,3.054000032417172,4.9022056309404975,1.666709382936614,Iris-virginica
+6,5.108947716318295,3.085495713308746,1.5100236407091547,0.2615308102747064,Iris-setosa
+7,6.179366498063619,3.054000790845796,4.922087450717982,1.691586932364617,Iris-virginica
+8,6.17936649043619,3.0540000158538065,4.9065175317635115,1.6678877125567382,Iris-virginica
+9,6.179366488798644,3.054000000109144,4.899837227495049,1.6654543406441606,Iris-virginica
+10,5.108947716356924,3.056664808055762,1.5100225327453622,0.26153080863648,Iris-setosa
+11,5.108947716412135,3.056558977704654,1.5100225590345258,0.2615308086906754,Iris-setosa
+12,5.108947716302418,3.0763408387568294,1.5100232616285287,0.2615308097198597,Iris-setosa
+13,6.179366490015051,3.054000076735427,4.981110394641509,1.71958900805949,Iris-virginica
+14,6.179366497026817,3.0540028715757135,4.899495273674547,1.665428317179106,Iris-setosa
+15,5.108947716501571,3.0565470144521494,1.5100226177422789,0.2615308088773288,Iris-setosa
+16,5.108947716382287,3.1108811426761465,1.5100248777349237,0.2615308120037277,Iris-setosa
+17,6.1793665077536835,3.05402112263657,4.899533453343769,0.2615414095608634,Iris-setosa
+18,6.179366498574154,3.0540006828630735,4.908126125955235,1.6743300315295564,Iris-virginica
+19,6.179366488802931,3.054000000077803,4.900024778964849,1.665464315089909,Iris-virginica
+20,5.108947716585741,3.0547617047826483,1.5100225262044469,0.2615308087056034,Iris-setosa
+21,5.108947716670581,3.0620309381679913,1.5100232103916922,0.2615308103330451,Iris-setosa
+22,6.1793664893854645,3.054000005684182,4.923064247664484,1.6717495207331443,Iris-virginica
+23,6.17936648930161,3.0540000025760268,4.9044664079453035,1.66647723109244,Iris-virginica
+24,6.179366488836585,3.0540000000947254,4.89961531798092,1.6654352973105784,Iris-virginica
+25,5.108947716658157,3.0558916850762783,1.5100227417723668,0.2615308094995341,Iris-setosa
+26,6.179366503397718,3.0542055043250995,1.510042519080778,0.26153604410410475,Iris-setosa
+27,6.179366488875819,3.0540000003329344,4.901570081251531,1.6656830775688822,Iris-virginica
+28,6.179366489957103,3.054000821168416,4.899491402527734,0.2615308098083709,Iris-setosa
+29,6.179366489479774,3.0540000192696146,4.965097126862336,1.690960847438328,Iris-virginica
+30,6.179366490600793,3.0540000018629816,4.899493986562081,1.665427740584068,Iris-versicolor
+31,6.17936648898079,3.054000000223316,4.901259659649065,1.6655911918007686,Iris-virginica
+0,5.108947716568032,3.0566523710867926,1.510022768259648,0.26153080958787317,Iris-setosa
+1,5.1089477165111195,3.056656642584533,1.5100227523672594,0.26153080956275176,Iris-setosa
+2,6.179366489012895,3.054000001053588,4.902428314498744,1.6659489109650791,Iris-virginica
+3,5.108947716459806,3.05845872401039,1.5100226643890475,0.26153080887314667,Iris-setosa
+4,6.179366488799649,3.0540000000429726,4.89977608644945,1.6654422528539752,Iris-virginica
+5,6.179366488824843,3.0540000000904564,4.9001312567057,1.6654730130582083,Iris-virginica
+6,5.1089477163982915,3.0587579884504414,1.5100226279318838,0.26153080877852913,Iris-setosa
+7,6.179366488951455,3.0540000001346694,4.900564084148714,1.6655075226387461,Iris-virginica
+8,6.1793664890465045,3.0540000007140558,4.904052892631264,1.6660863161671098,Iris-virginica
+9,6.179366490315338,3.0540000079424883,4.899491362956887,1.6654274803948252,Iris-versicolor
+10,6.179366488930777,3.0540000006380397,4.903061368877109,1.6659648142002674,Iris-virginica
+11,6.17936648894155,3.054000000291412,4.899727296644154,1.6654519460824018,Iris-virginica
+12,6.179366500675051,3.0540002703955174,4.899823205345405,1.6655898278976344,Iris-virginica
+13,5.10894771634873,3.0848397387608335,1.5100236850011386,0.2615308102828402,Iris-setosa
+14,6.179366489029412,3.054000000173335,4.899522975384887,1.6654295487093655,Iris-virginica
+15,6.179366488997938,3.054000001004122,4.905013141070259,1.666377124780113,Iris-virginica
+16,5.108947717008266,3.0669548702607394,1.510024631637073,0.2615308162747691,Iris-setosa
+17,5.108947716422027,3.0757252214708983,1.510023521309919,0.2615308105180563,Iris-setosa
+18,5.108947716340146,3.0879615342882545,1.5100237980185935,0.2615308104930383,Iris-setosa
+19,6.179366490660281,3.054000016585264,4.901265421786146,1.666140977563976,Iris-virginica
+20,5.1089477164350745,3.0568132000402004,1.5100226086846942,0.2615308088442206,Iris-setosa
+21,6.179366489280347,3.0540000024860405,4.911904600348006,1.6680411008269673,Iris-virginica
+22,6.179366494163556,3.0543980042628833,1.5100268169747386,0.2615310181882318,Iris-setosa
+23,5.108947716329256,3.0905141842356794,1.510023856274599,0.26153081066094364,Iris-setosa
+24,6.1793664902668635,3.05400003369657,4.904987042024754,1.668541609550041,Iris-virginica
+25,6.179366490397993,3.054000004450805,4.8997140825293926,1.6654765357184507,Iris-virginica
+26,5.108947716252403,3.058293132938706,1.5100225279186679,0.2615308086063768,Iris-setosa
+27,6.179366488949782,3.0540000003966337,4.9019116278916215,1.665715051020756,Iris-virginica
+28,5.108947716753963,3.054338429688327,1.5100226267295487,0.26153081009394175,Iris-setosa
+29,6.179366504668168,3.058454713318316,1.5100609430897858,0.26153299211538095,Iris-setosa
+30,5.108947716442431,3.065497588817319,1.5100230408081474,0.26153080958566577,Iris-setosa
+31,5.108947716901454,3.064049770433813,1.510023761299148,0.26153081227476543,Iris-setosa
+0,5.10894771753968,3.0541921294191634,1.5100227918814093,0.26153081278593776,Iris-setosa
+1,6.179366498783999,3.0557767021769404,1.5100336287706828,0.2615311923097499,Iris-setosa
+2,5.108947716273994,3.0551124287363813,1.5100224430548923,0.26153080848912535,Iris-setosa
+3,6.179366490932396,3.0540000038378587,4.899512235429627,1.6654304404924138,Iris-versicolor
+4,5.1089477163466,3.0664028259658633,1.5100229608368432,0.2615308092787789,Iris-setosa
+5,6.179366489538497,3.054000030459738,4.977528253452103,1.7010953093555725,Iris-virginica
+6,5.108947716387154,3.067857165295981,1.5100230832746864,0.26153080956019853,Iris-setosa
+7,6.1793664891716125,3.0540000009222448,4.900166820744353,1.6655272116778737,Iris-virginica
+8,5.108947716440445,3.1281435670605093,1.5100260342469711,0.261530813849572,Iris-setosa
+9,5.108947716291943,3.055322231701323,1.510022457710626,0.2615308085131297,Iris-setosa
+10,6.179366489248454,3.054000001608351,4.9007777516410815,1.665665533296332,Iris-virginica
+11,6.179366488989776,3.0540000003552557,4.902198604830594,1.6657306779756136,Iris-virginica
+12,6.179366489754012,3.0540000558173186,5.028232720988958,1.729261641621486,Iris-virginica
+13,5.108947716833215,3.056106411452506,1.5100228668219,0.2615308102950133,Iris-setosa
+14,6.179366488843048,3.054000000183096,4.9000279207228985,1.6654764737185088,Iris-virginica
+15,6.179366488844373,3.0540000001810306,4.9000787194642825,1.6654813221560156,Iris-virginica
+16,6.179366491243459,3.0540190885385194,4.899491840744039,0.2615308144282123,Iris-setosa
+17,6.179366489683282,3.0540000473473383,5.017920353661082,1.7226689513117293,Iris-virginica
+18,6.179366489221263,3.054000003137727,4.9087160760853985,1.6675704847231454,Iris-virginica
+19,5.108947716840728,3.0542929397014067,1.510022564969685,0.2615308093555426,Iris-setosa
+20,6.17936648887998,3.0540000001482515,4.90045981069009,1.6655064433509983,Iris-virginica
+21,5.108947716284877,3.080832351835146,1.5100233874948639,0.2615308099005647,Iris-setosa
+22,6.179366488979524,3.0540000003153494,4.901789425482693,1.665672420065961,Iris-virginica
+23,6.179366488964316,3.0540000002668437,4.901359195554638,1.6656150197239294,Iris-virginica
+24,6.17936648925659,3.0540000021053086,4.902108190321968,1.6659733213607903,Iris-virginica
+25,6.179366488897975,3.0540000004777403,4.901905162244621,1.6657664109963928,Iris-virginica
+26,6.179366489132103,3.0540000013703064,4.907432163446795,1.6668415085053867,Iris-virginica
+27,5.108947716918732,3.0540027368908538,4.89949136551736,0.26153080879499163,Iris-setosa
+28,5.108947716913643,3.0814265911060037,1.51002525330459,0.26153081539846496,Iris-setosa
+29,6.179366489473088,3.054000004116102,4.904274677651007,1.6665973564241594,Iris-virginica
+30,6.179366489720713,3.054000049786058,4.998036862070441,1.7166171140452637,Iris-virginica
+31,6.179366488848916,3.0540000001517433,4.899693322696698,1.665444229122432,Iris-virginica
+0,6.179366489150594,3.0540000014573985,4.9066550929665045,1.6667171847526119,Iris-virginica
+1,6.179366488863312,3.0540000002669685,4.900807917560181,1.6655718258979841,Iris-virginica
+2,6.1793664889259485,3.0540000003550474,4.900923532380389,1.6655918839290054,Iris-virginica
+3,6.179366489008939,3.0540000007902366,4.903718621847099,1.666071258570472,Iris-virginica
+4,6.1793664889896665,3.0540000005559715,4.9022721370553395,1.6657958458757995,Iris-virginica
+5,5.1089477163402215,3.100722687920579,1.510024287314568,0.26153081109201964,Iris-setosa
+6,6.179366494336201,3.0540004155551195,4.899506135557403,1.6654329395161807,Iris-versicolor
+7,5.108947716775031,3.054347464335693,1.5100225655427464,0.2615308093244524,Iris-setosa
+8,6.1793664894764975,3.05400272182525,4.899491356978585,0.26153080878962165,Iris-setosa
+9,6.17936648916122,3.054000001340607,4.907234719479435,1.666777000680433,Iris-virginica
+10,6.17936648896216,3.0540000001398346,4.900521866420721,1.665502941913923,Iris-virginica
+11,6.179366489845365,3.0540000072235705,4.903812437239928,1.6666592045761897,Iris-virginica
+12,5.108947716338042,3.0947285590953966,1.5100240847635398,0.2615308107859678,Iris-setosa
+13,5.10894771649592,3.0985156280196695,1.5100249200574816,0.26153081298480346,Iris-setosa
+14,6.179366489001325,3.0540000007062296,4.903931367155213,1.6660882251752362,Iris-virginica
+15,6.179366489461479,3.054000000449006,4.8995016847159425,1.665428310204003,Iris-versicolor
+16,6.179366490761129,3.0540000046528166,4.899492667873346,1.6654276450949497,Iris-versicolor
+17,6.179366489224446,3.054000002100087,4.903672643956295,1.6662842270929121,Iris-virginica
+18,6.17936648913163,3.054000001364261,4.901234830243545,1.66575158930477,Iris-virginica
+19,6.179366497169226,3.0564198119218973,1.510036518228707,0.2615313742421992,Iris-setosa
+20,5.108947716437662,3.0550259086702383,1.5100224901600725,0.26153080858462824,Iris-setosa
+21,5.108947716395291,3.1060299866336574,1.5100247269721014,0.2615308118823805,Iris-setosa
+22,6.179366491849582,3.0540000075959526,4.899491600291461,1.6654275021832508,Iris-versicolor
+23,6.179366490078027,3.0540000024837375,4.8997111273236085,1.66546575563987,Iris-virginica
diff --git a/iris/lct_gan/2/11/test.csv b/iris/lct_gan/2/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/11/train.csv b/iris/lct_gan/2/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/11/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
+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
+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/2/11/val.csv b/iris/lct_gan/2/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/12/synth.csv b/iris/lct_gan/2/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2194d8f44359c3baf80d14c6d8ad8055073dcc0
--- /dev/null
+++ b/iris/lct_gan/2/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771642378,3.092389347997462,1.5100242110570672,0.26153081117613014,Iris-setosa
+1,6.179366489067149,3.0540000005510897,4.903427564941431,1.6659372887368185,Iris-virginica
+2,5.108947716405649,3.0541869342598433,1.51002244114948,0.26153080862392575,Iris-setosa
+3,5.108947716420414,3.065501766537713,1.5100230078423642,0.26153080944252666,Iris-setosa
+4,5.108947716847351,3.0570575622714045,1.5100229638962552,0.26153081030725794,Iris-setosa
+5,5.108947716391654,3.093701847683027,1.5100241296394499,0.26153081109207077,Iris-setosa
+6,6.179366495083112,3.054000088857746,4.899500080269052,1.6654297421399678,Iris-versicolor
+7,6.179366489172546,3.0540000027654237,4.912598949786902,1.6684134120100598,Iris-virginica
+8,6.179366495612655,3.054526594109233,1.5100282362446418,0.2615311300072761,Iris-setosa
+9,6.1793664924894065,3.054000253383089,4.8994915001631485,1.6654274850548665,Iris-versicolor
+10,5.1089477164816435,3.0651941293503246,1.510023138097549,0.2615308098231564,Iris-setosa
+11,6.1793665014169905,3.0540053152565187,4.899604686077335,1.6655016656818098,Iris-setosa
+12,5.108947716477777,3.108815619756424,1.5100250843680352,0.2615308127248713,Iris-setosa
+13,6.179366489051486,3.054000000186668,4.8995183692910915,1.6654292899158047,Iris-virginica
+14,5.1089477163411665,3.083004561981383,1.5100235609380936,0.26153081033496717,Iris-setosa
+15,6.179366488980398,3.054000000229682,4.901101191206064,1.665572715786249,Iris-virginica
+16,5.108947716364311,3.0549458147671658,1.510022481709694,0.26153080860717864,Iris-setosa
+17,6.179366495749702,3.078774059028059,1.510054609261665,0.261531264770616,Iris-setosa
+18,6.179366489140688,3.054000002386888,4.908876653787932,1.6674753019562252,Iris-virginica
+19,6.179366491597346,3.0540000507346012,4.904870613087232,1.668318853837034,Iris-virginica
+20,5.108947716919121,3.116182130536067,1.5100292879762167,0.26153082643312864,Iris-setosa
+21,6.179366496062075,3.0540001860681967,4.899533315386817,1.665442403708605,Iris-versicolor
+22,6.179366489173578,3.0540000015158015,4.9079020869678756,1.6669637679172244,Iris-virginica
+23,5.108947716362432,3.086294132827943,1.5100238231917404,0.2615308105765084,Iris-setosa
+24,5.108947716643092,3.086465514348886,1.5100246846063343,0.26153081272130374,Iris-setosa
+25,6.1793665124444646,3.05468645882626,1.510054298147946,0.26153620396973626,Iris-setosa
+26,6.179366491961817,3.0540000493999346,4.901330506615531,1.6664350085043929,Iris-virginica
+27,5.108947716508124,3.0564122465451873,1.5100226727629593,0.2615308091460818,Iris-setosa
+28,5.10894771632733,3.069300657042277,1.5100230632415517,0.2615308094959068,Iris-setosa
+29,6.179366488858625,3.0540000000703444,4.89997379413532,1.6654563365618102,Iris-virginica
+30,6.179366489016451,3.054000001445263,4.904801001953192,1.6664812588360256,Iris-virginica
+31,6.1793664889190545,3.0540000002016696,4.899570476423522,1.6654343642224465,Iris-virginica
+0,6.179366489384204,3.0540000047318965,4.902542097848128,1.6663536456165815,Iris-virginica
+1,6.179366489042581,3.054000000416879,4.902345989767937,1.6657507448642246,Iris-virginica
+2,6.179366488949102,3.0540000001271794,4.900467938965535,1.6654986712238569,Iris-virginica
+3,5.108947716348712,3.0712513031155835,1.5100231386442673,0.2615308097024456,Iris-setosa
+4,6.1793664890098166,3.054000000442955,4.902471505904008,1.6657888347175724,Iris-virginica
+5,5.10894771638467,3.1002121559992,1.5100244030820178,0.26153081154798874,Iris-setosa
+6,5.108947716340586,3.0675265023490783,1.5100229651166193,0.2615308092892605,Iris-setosa
+7,6.179366512224256,3.054025670790687,4.8996513453101675,0.2615863098700451,Iris-setosa
+8,6.179366488999576,3.054000000234721,4.901326373885591,1.6655975282655544,Iris-virginica
+9,5.108947716311682,3.087323091676794,1.5100236893760852,0.2615308103701792,Iris-setosa
+10,6.1793664891342965,3.0540000013340616,4.906259213082797,1.6665931078398335,Iris-virginica
+11,5.108947716616035,3.0543973373067264,1.5100225409452115,0.26153080914616106,Iris-setosa
+12,5.108947716300509,3.0584612950390877,1.5100225591523637,0.2615308086480426,Iris-setosa
+13,6.179366489022133,3.054000000542051,4.9032654395170745,1.665922819590011,Iris-virginica
+14,5.108947716349466,3.101243922533742,1.510024256531707,0.26153081142457313,Iris-setosa
+15,5.108947716307452,3.0565881346109527,1.5100225247578714,0.2615308086406619,Iris-setosa
+16,5.108947716342902,3.0653642808988666,1.5100228953087642,0.2615308092644055,Iris-setosa
+17,5.108947716504457,3.148165701772345,1.5100275321130812,0.2615308160437938,Iris-setosa
+18,6.179366489432152,3.05400000289961,4.9028244025041365,1.666144133669755,Iris-virginica
+19,6.1793664896097775,3.0540000025981033,4.900065987937785,1.665547097827048,Iris-virginica
+20,5.108947716385374,3.086348908457497,1.5100237685115088,0.26153081044511284,Iris-setosa
+21,6.1793664889210165,3.054000000162048,4.900666983906511,1.6655242978940832,Iris-virginica
+22,5.108947716389828,3.054520319026296,1.5100224564804474,0.26153080856795186,Iris-setosa
+23,6.179366492924143,3.0540000179578644,4.899746858006173,1.665495914735566,Iris-virginica
+24,5.108947716326623,3.0779327546857944,1.5100233588580674,0.2615308099525448,Iris-setosa
+25,6.1793664888398006,3.054000000185396,4.9004605775159025,1.6655193848439642,Iris-virginica
+26,5.108947716292717,3.067096239811128,1.510022889753612,0.26153080914536536,Iris-setosa
+27,6.179366488944734,3.054000000477163,4.900748168658118,1.6655871805106337,Iris-virginica
+28,6.179366489068003,3.0540000006237684,4.899880857616916,1.6654791536013935,Iris-virginica
+29,5.10894771640884,3.0560830629057327,1.5100225493578068,0.26153080870626333,Iris-setosa
+30,6.179366489096185,3.0540000008261794,4.904432879053368,1.6661523975588068,Iris-virginica
+31,5.108947716357204,3.08925157892794,1.5100238239823116,0.26153081060686717,Iris-setosa
+0,6.179366488916743,3.054000000149851,4.900462277371746,1.6655034467901642,Iris-virginica
+1,6.1793664889207855,3.0540000001712735,4.900667483984812,1.6655260518306658,Iris-virginica
+2,6.179366488962714,3.0540000003378562,4.901775703521708,1.6656822344792783,Iris-virginica
+3,6.179366489221726,3.05400000201963,4.910524743808227,1.667608155912001,Iris-virginica
+4,6.179366488992811,3.054000000880749,4.902946868729285,1.6659875800665598,Iris-virginica
+5,5.108947716503342,3.054516339526258,1.5100224794914578,0.2615308086391113,Iris-setosa
+6,6.179366488967434,3.0540000004654626,4.901687132795331,1.6657027052994697,Iris-virginica
+7,6.1793664888438515,3.0540000001515244,4.900498551320304,1.6655154739440943,Iris-virginica
+8,5.108947716447021,3.0797935773557574,1.5100237346594838,0.2615308105619103,Iris-setosa
+9,6.179366491899946,3.054000052445424,4.900870398425766,1.6661976863767731,Iris-virginica
+10,6.179366491104235,3.0540000189094196,4.900023655938285,1.6656255166686993,Iris-virginica
+11,6.1793664948849125,3.054000824016075,4.955390753599181,1.741931177423374,Iris-virginica
+12,5.108947716394886,3.0552471564961747,1.5100225538163217,0.26153080893218805,Iris-setosa
+13,5.108947716401708,3.1124236890584416,1.5100249745762784,0.26153081219860674,Iris-setosa
+14,6.179366488878676,3.054000000156145,4.900479038300164,1.6655101022619994,Iris-virginica
+15,5.108947716424217,3.0541473494032227,1.5100224189270184,0.2615308084775113,Iris-setosa
+16,6.179366489352768,3.0540000039618986,4.904260768087378,1.6666704013852494,Iris-virginica
+17,5.108947716285959,3.0680750458913546,1.510022907804018,0.26153080927210814,Iris-setosa
+18,5.108947716274911,3.0587892505172913,1.5100225576636166,0.2615308086474682,Iris-setosa
+19,5.108947716790931,3.105913110277133,1.5100269221534974,0.26153081863214467,Iris-setosa
+20,6.179366509075739,3.0540021034771407,4.899535699134302,1.66544675859038,Iris-versicolor
+21,5.108947716479961,3.054396031316316,1.510022439346071,0.26153080849089566,Iris-setosa
+22,5.108947716383208,3.0547880416270616,1.5100224586607067,0.2615308085238064,Iris-setosa
+23,6.179366490893916,3.0540000051647183,4.899528267403907,1.6654337730344897,Iris-versicolor
+24,6.179366491245149,3.054000005765441,4.899491449127215,1.6654274852520636,Iris-versicolor
+25,6.179366490058638,3.0540001303756026,5.0956154889221725,1.7909630126589626,Iris-virginica
+26,5.108947716424901,3.1009577993989503,1.5100246280677005,0.2615308119970388,Iris-setosa
+27,5.10894771695451,3.0540173964649133,4.899491384471988,0.2615308087121502,Iris-setosa
+28,5.108947716469819,3.1304564818636775,1.5100263325335146,0.2615308146986704,Iris-setosa
+29,5.108947716407298,3.062640259089968,1.5100228705475562,0.2615308092611734,Iris-setosa
+30,5.108947716378599,3.1031935640222597,1.5100244496186874,0.2615308116395059,Iris-setosa
+31,6.179366488965169,3.0540000001870937,4.900906430738209,1.6655485491335638,Iris-virginica
+0,6.179366493010173,3.0540013335765557,4.89949266622316,1.6654276942697068,Iris-setosa
+1,5.108947718597737,3.0708692517929648,1.5100313469353366,0.2615308727066048,Iris-setosa
+2,5.108947716421065,3.127974597187023,1.5100258184046669,0.26153081333875605,Iris-setosa
+3,5.108947716433124,3.0642815912530375,1.5100231068535384,0.2615308099909045,Iris-setosa
+4,6.17936650580415,3.0540041504470157,4.899524383152816,1.6654424697565928,Iris-setosa
+5,5.10894771643766,3.054090692315354,1.5100224104246442,0.26153080846159527,Iris-setosa
+6,5.108947716561155,3.1589417024878443,1.5100289302044017,0.2615308187306523,Iris-setosa
+7,5.108947716468866,3.0603854395539085,1.5100227485559345,0.2615308089944291,Iris-setosa
+8,6.179366489145572,3.054000001044277,4.905988726807182,1.6664473916951952,Iris-virginica
+9,5.108947716519386,3.0554739733079175,1.5100225511066352,0.26153080876268564,Iris-setosa
+10,5.108947716359733,3.1090848291607873,1.510024639549985,0.2615308115892573,Iris-setosa
+11,6.179366489341343,3.054000003310903,4.906784993728149,1.6670775834843747,Iris-virginica
+12,5.10894771699787,3.055694739367832,1.5100228893397725,0.261530810507275,Iris-setosa
+13,6.17936649110187,3.054000003743167,4.899493736799456,1.6654277707431107,Iris-versicolor
+14,5.108947716467018,3.112101088548431,1.5100253534028494,0.26153081306866116,Iris-setosa
+15,5.108947716696844,3.0540015879091666,4.899491320488259,0.2615308084837329,Iris-setosa
+16,6.179366488990369,3.054000000934878,4.902440295468097,1.665930762770592,Iris-virginica
+17,5.108947716390138,3.1046454788256286,1.5100246233304755,0.261530811934793,Iris-setosa
+18,5.108947717396904,3.0619617578551126,1.510025077554761,0.2615308224661322,Iris-setosa
+19,5.1089477165723824,3.072635722378479,1.510023689236555,0.2615308110301607,Iris-setosa
+20,5.108947716393243,3.1184020632894898,1.5100251949247576,0.26153081257985483,Iris-setosa
+21,5.1089477163598,3.0540878593238667,1.5100224074913222,0.26153080846582183,Iris-setosa
+22,5.108947716329635,3.0915032333779515,1.5100238245408324,0.26153081062692013,Iris-setosa
+23,6.179366489586748,3.0540000157924823,4.930127731141996,1.676836872872942,Iris-virginica
diff --git a/iris/lct_gan/2/12/test.csv b/iris/lct_gan/2/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/12/train.csv b/iris/lct_gan/2/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/12/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
+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
+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/2/12/val.csv b/iris/lct_gan/2/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/13/synth.csv b/iris/lct_gan/2/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5064258edd1704f9c95b7014f75f09736a30c886
--- /dev/null
+++ b/iris/lct_gan/2/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489075229,3.054000001045058,4.9015328624500665,1.6657690231824398,Iris-virginica
+1,6.17936650061577,3.054000599589211,4.902621320881867,1.6681511655680992,Iris-virginica
+2,6.179366489059709,3.054000001118245,4.906323904728304,1.666616801828591,Iris-virginica
+3,5.108947716765072,3.0540065905253684,4.899491379411664,0.26153080882407986,Iris-setosa
+4,5.1089477162944785,3.074140195963239,1.5100231287152188,0.26153080948995555,Iris-setosa
+5,5.108947716689276,3.0540008912891325,4.899491326824019,0.2615308085601685,Iris-setosa
+6,5.108947716448107,3.0540012256649254,4.899491305333197,0.26153080842797544,Iris-setosa
+7,5.1089477163943995,3.1192153004343157,1.510025218911948,0.2615308125932745,Iris-setosa
+8,6.179366489331483,3.054000012081661,4.941554158018491,1.6808675096150696,Iris-virginica
+9,5.108947716343235,3.061800971966838,1.5100227208119563,0.2615308089317859,Iris-setosa
+10,5.10894771633232,3.074852374132224,1.510023191428539,0.26153080966731457,Iris-setosa
+11,5.108947716259371,3.0723237344052077,1.5100230182550674,0.2615308093609512,Iris-setosa
+12,6.1793664890997,3.054000001080882,4.905679219181353,1.666434496370026,Iris-virginica
+13,5.108947716275191,3.066577824957992,1.510022854025131,0.2615308091319785,Iris-setosa
+14,6.179366499139942,3.0540010285446035,4.900107980005199,1.6659427174834573,Iris-virginica
+15,5.10894771637578,3.0959622761508223,1.5100242455237252,0.2615308110787047,Iris-setosa
+16,5.108947716336569,3.0584234814373072,1.5100225822696658,0.2615308086854734,Iris-setosa
+17,5.108947716364017,3.1031371688217164,1.5100244409258066,0.2615308113911368,Iris-setosa
+18,5.108947716331822,3.0654696463880233,1.5100229252825499,0.2615308093457314,Iris-setosa
+19,6.179366489019197,3.054000000796839,4.9011436207687105,1.6656788935493756,Iris-virginica
+20,5.108947716800475,3.102970353009844,1.5100274175210855,0.261530821941725,Iris-setosa
+21,6.179366488970077,3.0540000004132732,4.901185932591154,1.6656256407641683,Iris-virginica
+22,5.108947716561166,3.0673939269403676,1.5100234926873255,0.2615308108872243,Iris-setosa
+23,6.1793664903241705,3.0540000274412433,4.899491344095543,1.6654274771022313,Iris-versicolor
+24,5.108947717018862,3.070354208899507,1.5100251210551736,0.2615308184397784,Iris-setosa
+25,6.1793664890476006,3.0540000003296655,4.901870212262647,1.6656710914529935,Iris-virginica
+26,6.179366489661328,3.0540000077319838,4.911797304141759,1.6688520783927017,Iris-virginica
+27,6.179366506164905,3.054006421809707,5.04606368955833,1.9463853537578686,Iris-virginica
+28,6.179366497169421,3.0548109941859107,1.5100309624857489,0.26153125797307425,Iris-setosa
+29,6.179366488819146,3.054000000189249,4.899983162395854,1.665475472352061,Iris-virginica
+30,5.1089477164042565,3.058945988283049,1.5100226425236412,0.26153080877003854,Iris-setosa
+31,6.17936648890012,3.0540000002020835,4.900951540087391,1.6655646302215068,Iris-virginica
+0,6.17936648941501,3.0540000050804776,4.923480969420402,1.6715704035990442,Iris-virginica
+1,5.108947716342238,3.0918475870124196,1.5100240042256128,0.2615308108278984,Iris-setosa
+2,6.179366489133884,3.054000000656217,4.900414469084924,1.6655407994435256,Iris-virginica
+3,6.179366488897719,3.054000000163497,4.9005960837859615,1.6655209824472748,Iris-virginica
+4,6.179366488848922,3.054000000124916,4.900278179524967,1.6654894415771422,Iris-virginica
+5,6.179366490916241,3.054000022056302,4.900351647212448,1.6658045300606694,Iris-virginica
+6,6.179366488909677,3.05400000036547,4.900462464485843,1.6655406961856956,Iris-virginica
+7,5.108947716811385,3.054223430538945,1.5100224828686262,0.26153080869422696,Iris-setosa
+8,6.1793665085794975,3.0540093813144558,4.900632395352758,1.6667509053799874,Iris-virginica
+9,6.17936648953998,3.054000000498258,4.899494573685613,1.6654277231801886,Iris-versicolor
+10,5.1089477163567265,3.0890707279074365,1.5100238567765076,0.26153081053929234,Iris-setosa
+11,6.1793664889480535,3.0540000009993604,4.903817467335854,1.6662117754246517,Iris-virginica
+12,6.17936648929319,3.054000006832412,4.9177466444311415,1.671045188445592,Iris-virginica
+13,6.179366489187051,3.0540000035447163,4.9133504375198,1.6688526326356676,Iris-virginica
+14,6.179366489119557,3.054000001843094,4.9039007007669735,1.6663175517159314,Iris-virginica
+15,5.108947716425404,3.05429449009651,1.5100224511681417,0.26153080861503913,Iris-setosa
+16,5.108947716291669,3.054627453707594,1.5100224272537546,0.26153080845691384,Iris-setosa
+17,6.179366488888209,3.054000000294975,4.900114546879461,1.6654948267367926,Iris-virginica
+18,6.179366491525144,3.054000050697944,4.899491463303544,1.6654274899031105,Iris-versicolor
+19,5.108947718179203,3.0650359201254376,1.5100284708762117,0.26153085526917463,Iris-setosa
+20,5.108947716498787,3.126465942662046,1.510026446080884,0.26153081502709574,Iris-setosa
+21,6.1793664891093565,3.0540000008347934,4.904640512189399,1.6661738871165177,Iris-virginica
+22,5.108947716479476,3.0696696519824695,1.510023459234587,0.26153081055192157,Iris-setosa
+23,6.179366489396117,3.0540000096717015,4.943661642361401,1.6798869261568343,Iris-virginica
+24,5.108947717002318,3.066219318591352,1.5100242099412258,0.2615308139200249,Iris-setosa
+25,6.179366493080773,3.054462893834548,1.5100243490373235,0.2615308464369862,Iris-setosa
+26,6.179366489096551,3.054000000483171,4.9027315931304924,1.6657995789356594,Iris-virginica
+27,5.108947716480019,3.110886597056376,1.5100254181074502,0.2615308134007238,Iris-setosa
+28,6.179366489456552,3.0540000124363216,4.912135712736768,1.6705052224357453,Iris-virginica
+29,5.108947716358349,3.0707541527787585,1.5100230956506644,0.2615308095622699,Iris-setosa
+30,5.108947716354334,3.0582202639160574,1.5100225894463313,0.2615308087370505,Iris-setosa
+31,5.108947716250337,3.0547188604589173,1.5100224233958386,0.2615308084545533,Iris-setosa
+0,6.1793664891066875,3.0540000011915467,4.906437782660689,1.666615925908554,Iris-virginica
+1,5.108947716484233,3.0540052359365397,4.899491321292269,0.26153080847872073,Iris-setosa
+2,6.179366488996138,3.054000000412936,4.902484648446405,1.6657887072447488,Iris-virginica
+3,5.1089477163614765,3.0833010851445937,1.510023690372701,0.26153081036577264,Iris-setosa
+4,5.1089477163620165,3.0685012200590003,1.510023045431848,0.2615308094243752,Iris-setosa
+5,6.179366495781667,3.054014508102846,4.8994930020691845,0.26153085046421454,Iris-setosa
+6,5.108947716540372,3.05409857505845,1.5100224278003322,0.2615308085649759,Iris-setosa
+7,6.179366488834914,3.0540000001185765,4.89971059150798,1.6654437608060517,Iris-virginica
+8,5.10894771626601,3.054912947819769,1.5100224323631946,0.2615308084713321,Iris-setosa
+9,5.108947716244532,3.0597096594719995,1.510022574474729,0.26153080867521855,Iris-setosa
+10,5.1089477164907775,3.1189590540375107,1.5100257872695297,0.261530813702663,Iris-setosa
+11,6.179366491677212,3.0540109717293813,4.899492016468037,0.26153082317047305,Iris-setosa
+12,5.108947716287101,3.059190273439739,1.5100225963888836,0.26153080872900303,Iris-setosa
+13,6.179366489053477,3.0540000003948613,4.902486885021692,1.6657619169485014,Iris-virginica
+14,6.179366489028791,3.054000000250934,4.901377014288388,1.6656011683908185,Iris-virginica
+15,6.1793665125999135,3.0540086523554812,4.941870299742863,1.7558928929762536,Iris-virginica
+16,5.108947716772372,3.0611570234579792,1.5100232599783718,0.2615308106589769,Iris-setosa
+17,6.179366489055295,3.054000001546798,4.903734869017856,1.6662687117564294,Iris-virginica
+18,6.179366489534104,3.054000000703216,4.89950023298246,1.6654283302916444,Iris-versicolor
+19,6.179366488927042,3.054000000128561,4.900424286370435,1.6654957189573438,Iris-virginica
+20,6.179366489007694,3.0540000006690247,4.903377194412856,1.6659814061608487,Iris-virginica
+21,5.108947716257605,3.0559357127352866,1.510022462569884,0.26153080851518573,Iris-setosa
+22,6.179366489282494,3.0540000071631606,4.925549529341132,1.6734215339147542,Iris-virginica
+23,6.179366490735185,3.0540000039996875,4.899575849871372,1.6654426922238799,Iris-virginica
+24,5.1089477163418575,3.097207397819455,1.510024177758862,0.2615308110838836,Iris-setosa
+25,5.108947716273839,3.0693404460054925,1.5100229337408801,0.26153080925730504,Iris-setosa
+26,6.179366488875519,3.0540000001517225,4.90042130505173,1.6655039269033884,Iris-virginica
+27,5.108947716456675,3.0581538437964793,1.5100227321523851,0.2615308091321801,Iris-setosa
+28,5.108947716775235,3.054003085381868,4.899491333665336,0.26153080854204086,Iris-setosa
+29,5.1089477163474255,3.0741720078148727,1.5100232836031837,0.2615308098513751,Iris-setosa
+30,5.1089477164491806,3.0760430228346682,1.510023555481313,0.2615308103117587,Iris-setosa
+31,5.1089477164688635,3.073938691387846,1.510023653770281,0.26153081097452147,Iris-setosa
+0,6.179366488899075,3.0540000003628434,4.900597713388523,1.6655597017056538,Iris-virginica
+1,6.179366515970393,3.0540048911092925,4.899717209289002,1.6655734970893852,Iris-virginica
+2,6.179366564544065,3.0540809017767976,4.907997281240148,1.682136734979672,Iris-virginica
+3,6.179366489204284,3.054000002718207,4.9135197614139905,1.668639212388897,Iris-virginica
+4,5.108947716295325,3.060955080986653,1.5100226544987074,0.2615308087870833,Iris-setosa
+5,6.179366489238412,3.0540000044952884,4.908626377007278,1.66791960579326,Iris-virginica
+6,5.10894771668164,3.0629666227681565,1.510023397176759,0.2615308111564742,Iris-setosa
+7,5.108947716316589,3.085013680041093,1.510023665707664,0.26153081048301485,Iris-setosa
+8,6.179366489027202,3.0540000003865333,4.902183335734044,1.665727868526583,Iris-virginica
+9,6.179366489322639,3.0540000018515396,4.9008514149922595,1.665691055058285,Iris-virginica
+10,6.179366489035048,3.0540000003746255,4.902107180785233,1.6657146403089773,Iris-virginica
+11,6.179366490699023,3.0540000078600533,4.8994995943258335,1.6654290092755804,Iris-versicolor
+12,6.179366489318204,3.054000000832329,4.899564493193791,1.665437362713311,Iris-virginica
+13,6.179366488882356,3.054000000199933,4.899779712065989,1.665452972669084,Iris-virginica
+14,5.108947716904258,3.105106248381926,1.5100276666918013,0.2615308213722261,Iris-setosa
+15,5.108947716292275,3.06657439665141,1.510022889831579,0.2615308092089878,Iris-setosa
+16,5.108947716778211,3.11528676214514,1.5100279927331506,0.26153082106204806,Iris-setosa
+17,6.179366490415945,3.0540000707296167,4.948761714074142,1.6956066057812007,Iris-virginica
+18,6.179366489045943,3.05400000020071,4.899522808084487,1.6654297206871962,Iris-virginica
+19,5.108947716522846,3.054085268605197,1.510022423741304,0.2615308085466288,Iris-setosa
+20,5.108947716293896,3.086607669536096,1.5100236622271108,0.2615308102142319,Iris-setosa
+21,6.179366490240839,3.05400000193043,4.899504659178936,1.6654290889191121,Iris-versicolor
+22,5.108947717120821,3.0609668333407485,1.5100243217286144,0.2615308176659962,Iris-setosa
+23,5.108947716800466,3.061599411044542,1.5100232856828337,0.261530810586612,Iris-setosa
diff --git a/iris/lct_gan/2/13/test.csv b/iris/lct_gan/2/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/13/train.csv b/iris/lct_gan/2/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/13/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
+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
+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/2/13/val.csv b/iris/lct_gan/2/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/14/synth.csv b/iris/lct_gan/2/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87d0856eec3cae88f794e490f39229c29a92a02d
--- /dev/null
+++ b/iris/lct_gan/2/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947717082051,3.0544130277811035,1.5100226933240084,0.26153081004052026,Iris-setosa
+1,5.108947716278906,3.058580260255809,1.5100225836153445,0.261530808739859,Iris-setosa
+2,5.1089477167502215,3.0540159991591893,4.89949138890401,0.26153080885671465,Iris-setosa
+3,5.108947716282647,3.073910038182614,1.5100231230671968,0.2615308095222073,Iris-setosa
+4,6.1793664891947,3.0540000021496883,4.905330173516357,1.6666245811119003,Iris-virginica
+5,6.17936648968038,3.054000031637976,4.957605340292271,1.6932006839660911,Iris-virginica
+6,5.10894771641878,3.1245522537175914,1.5100256249442057,0.2615308129686403,Iris-setosa
+7,6.179366488962619,3.054000000562368,4.902731113375811,1.6658730536491595,Iris-virginica
+8,6.179366489194257,3.054000001032048,4.899665937657044,1.6654577008058662,Iris-virginica
+9,6.1793664889392526,3.054000000508849,4.900895367263043,1.6656147827228671,Iris-virginica
+10,6.179366488917077,3.0540000000887635,4.900187651331092,1.6654718032516456,Iris-virginica
+11,6.179366489673797,3.0540000006784904,4.899498732904807,1.665428110939698,Iris-versicolor
+12,6.179366488849189,3.0540000000607876,4.899905548396783,1.6654510550885313,Iris-virginica
+13,6.179366489334287,3.054000005261784,4.921293974386364,1.6712029776252006,Iris-virginica
+14,5.108947716403619,3.0546559190562754,1.5100224592665379,0.26153080853847144,Iris-setosa
+15,6.17936648882257,3.0540000000975516,4.900105127712169,1.6654720139762538,Iris-virginica
+16,5.1089477163624,3.091058469561985,1.5100239843071028,0.26153081072788537,Iris-setosa
+17,6.179366489016628,3.0540000006614623,4.903140803354662,1.665934406336934,Iris-virginica
+18,5.108947716683918,3.054239475973657,1.5100225855226697,0.26153080977859905,Iris-setosa
+19,6.179366489039407,3.054000000620147,4.903668464325694,1.6659941958576674,Iris-virginica
+20,5.108947716340096,3.0972329503350995,1.5100241755783903,0.26153081102245673,Iris-setosa
+21,6.179366489165328,3.0540000030081096,4.907558781162147,1.6673695800084884,Iris-virginica
+22,5.10894771706693,3.054641933654282,1.510022997392403,0.2615308135767093,Iris-setosa
+23,5.108947716818622,3.066880235567631,1.5100237585619558,0.261530811668465,Iris-setosa
+24,5.10894771634763,3.08546567879943,1.510023700202828,0.2615308105589647,Iris-setosa
+25,5.108947716506855,3.0545872065233124,1.5100225138182544,0.2615308087989972,Iris-setosa
+26,5.108947716457177,3.0540681556733724,1.510022425795167,0.26153080860682776,Iris-setosa
+27,5.108947716487206,3.0542824440593366,1.5100224664371145,0.2615308086584887,Iris-setosa
+28,6.17936649664293,3.0540004031433052,4.900986900938699,1.66679621922861,Iris-virginica
+29,5.108947716413038,3.094834887311642,1.5100244621261938,0.2615308122639191,Iris-setosa
+30,6.179366489064697,3.0540000004055226,4.9024361310802105,1.6657562463323121,Iris-virginica
+31,5.108947716384582,3.055190374111911,1.5100224873215833,0.2615308086064086,Iris-setosa
+0,5.1089477164925325,3.0552873537731995,1.5100225274797603,0.2615308087122179,Iris-setosa
+1,5.108947716417812,3.0898878739174327,1.5100239946637437,0.2615308109876677,Iris-setosa
+2,6.179366489398482,3.054000010021477,4.9241055017531865,1.6736391438142038,Iris-virginica
+3,5.108947716474922,3.1199444615599248,1.5100258412104017,0.2615308137508098,Iris-setosa
+4,6.179366504236929,3.0540027527486395,4.899551867883856,1.6654577614612385,Iris-setosa
+5,6.179366489353952,3.0540000070991926,4.925234042662662,1.6729207380783266,Iris-virginica
+6,5.108947716435014,3.1142348588373063,1.51002535752014,0.26153081306702464,Iris-setosa
+7,5.108947716388315,3.0635494228127094,1.5100229027220682,0.26153080924100164,Iris-setosa
+8,6.179366498596197,3.054000285108855,4.902640658806204,1.6678152818917984,Iris-virginica
+9,5.108947716657337,3.077013474279062,1.5100243247498681,0.261530812659116,Iris-setosa
+10,6.17936650111969,3.054000215253125,4.899759851199278,1.6655568365111595,Iris-virginica
+11,6.179366507600819,3.0540050314101728,5.001856983468781,1.8509433805753046,Iris-virginica
+12,5.108947716804078,3.0569567940858318,1.5100230479315888,0.2615308109746687,Iris-setosa
+13,6.1793664926454275,3.054000045034868,4.899492719152815,1.6654277069147476,Iris-versicolor
+14,5.1089477163944395,3.0968689783188497,1.510024255427468,0.261530811232574,Iris-setosa
+15,5.108947716332096,3.0566746971385124,1.510022512125538,0.2615308085894977,Iris-setosa
+16,6.179366489174557,3.0540000027470504,4.907047373224455,1.667157077790354,Iris-virginica
+17,6.1793664931774615,3.0541174597230567,1.5100253946417725,0.2615310665706101,Iris-setosa
+18,6.179366488932426,3.0540000006216483,4.90217428410183,1.6658285895683809,Iris-virginica
+19,6.179366489171614,3.054000001628204,4.902464678535656,1.665987199916652,Iris-virginica
+20,5.108947716834532,3.054133297768464,1.5100226365042138,0.2615308118608555,Iris-setosa
+21,6.179366492356221,3.054000036974011,4.900172034827665,1.6657254127439043,Iris-virginica
+22,5.1089477164208885,3.1185532983776723,1.5100253592543154,0.2615308132491001,Iris-setosa
+23,5.108947716537072,3.0540021212001203,4.899491315179427,0.26153080846554616,Iris-setosa
+24,5.1089477163786325,3.0779959147345446,1.510023472599579,0.2615308102069246,Iris-setosa
+25,6.179366489186551,3.05400000285231,4.912239177158985,1.6683569781266514,Iris-virginica
+26,6.179366488945709,3.0540000003625445,4.901845976541332,1.6657037043846104,Iris-virginica
+27,6.1793664889933035,3.054000000636727,4.902456349955304,1.6658404926905657,Iris-virginica
+28,5.10894771631988,3.069252145578447,1.5100230226959783,0.26153080932206824,Iris-setosa
+29,6.17936648905254,3.054000000860399,4.9045803386409315,1.6662149749644821,Iris-virginica
+30,5.108947716401887,3.1080973416326896,1.510024753197376,0.2615308119390997,Iris-setosa
+31,5.108947716536225,3.0625530139599237,1.5100229774931473,0.2615308094258387,Iris-setosa
+0,6.179366488872196,3.0540000002644017,4.900834791248276,1.665574324745117,Iris-virginica
+1,5.108947717324459,3.0702600838125824,1.510025673600334,0.2615308200037165,Iris-setosa
+2,6.179366493713854,3.0540000535975613,4.899755926053619,1.6655394941151862,Iris-virginica
+3,5.108947716345735,3.062690028699651,1.510022763078677,0.2615308089713963,Iris-setosa
+4,6.1793664888336775,3.0540000001701904,4.90016271102505,1.6654881476489667,Iris-virginica
+5,5.108947716370912,3.0580884628747875,1.5100226561224837,0.26153080896130176,Iris-setosa
+6,5.108947716523747,3.088004943942478,1.5100244054503302,0.26153081200801515,Iris-setosa
+7,5.108947716352571,3.0912515076126943,1.5100239223748018,0.261530810733136,Iris-setosa
+8,5.108947716297093,3.0675093358625416,1.5100228933691944,0.2615308091631005,Iris-setosa
+9,6.179366489049258,3.0540000005549817,4.903449481620464,1.6659451750758882,Iris-virginica
+10,6.179366488953499,3.0540000001623393,4.9007144858733875,1.6655257432424362,Iris-virginica
+11,6.17936648884968,3.0540000000653995,4.899949151648478,1.6654544646504166,Iris-virginica
+12,6.179366507971081,3.054894564944459,1.5100473871517368,0.26153386997731215,Iris-setosa
+13,5.10894771645454,3.055798071538739,1.5100225838726877,0.26153080892094455,Iris-setosa
+14,5.10894771644866,3.0594785486237552,1.510022732170114,0.26153080904733733,Iris-setosa
+15,6.179366490317386,3.054000028086635,4.8994915167997295,1.6654275056287813,Iris-versicolor
+16,6.179366489087658,3.054000000790276,4.90420406792372,1.666100465217193,Iris-virginica
+17,5.108947717036367,3.0635056299995442,1.5100242354815523,0.26153081556108204,Iris-setosa
+18,6.179366491965737,3.0540082545461873,4.899492125174814,0.2615308295714734,Iris-setosa
+19,5.1089477166350274,3.1227002565825805,1.5100274921960437,0.26153081903447656,Iris-setosa
+20,6.17936653924779,3.0541595838880866,4.909833133367952,1.691499049577072,Iris-setosa
+21,6.179366489644091,3.0540000343463647,4.933423112307989,1.6844275259711445,Iris-virginica
+22,5.108947716739682,3.054381523020092,1.5100225653783235,0.2615308092883552,Iris-setosa
+23,6.179366489067014,3.0540000014759845,4.903899113570427,1.666263266696532,Iris-virginica
+24,6.1793664888811595,3.054000000168264,4.90057842422133,1.6655215250033204,Iris-virginica
+25,6.1793665409583385,3.054477444265175,1.5103439140537622,0.26186067551933995,Iris-setosa
+26,5.108947716388914,3.082688310962407,1.5100237144998216,0.2615308104836378,Iris-setosa
+27,6.179366494260159,3.054014966566028,4.899495286692076,0.26153106916232016,Iris-setosa
+28,6.179366492093996,3.0540019638037563,4.899491748225682,0.26153081816524754,Iris-setosa
+29,5.108947716510743,3.1360674485272924,1.5100269924667118,0.26153081589974736,Iris-setosa
+30,6.179366488915842,3.054000000074035,4.900050759097636,1.665460296637234,Iris-virginica
+31,5.108947716992827,3.0540084883386704,4.899491408423928,0.26153080902768067,Iris-setosa
+0,5.108947716388109,3.096804234117164,1.5100243120173131,0.26153081121059,Iris-setosa
+1,5.108947716329755,3.077379539180288,1.5100233222761519,0.26153080978000554,Iris-setosa
+2,6.179366488821757,3.054000000134314,4.899791192615057,1.6654516581788743,Iris-virginica
+3,5.108947716403061,3.111900512891985,1.510025001411485,0.2615308124313069,Iris-setosa
+4,6.179366492348622,3.054000073936635,4.901922423446759,1.6668436727650338,Iris-virginica
+5,5.108947716392638,3.061211217104519,1.5100227685400587,0.26153080907672954,Iris-setosa
+6,5.108947716335877,3.0885244044331466,1.5100237610901028,0.26153081053144844,Iris-setosa
+7,6.179366491383477,3.0540000155034592,4.899492022903138,1.6654275728308487,Iris-versicolor
+8,6.179366492155835,3.0540000405291563,4.899491720699453,1.665427531077951,Iris-versicolor
+9,5.108947716293219,3.070313503896637,1.5100230028611363,0.26153080934022127,Iris-setosa
+10,6.179366488988186,3.054000000207681,4.901135644529576,1.6655737174075915,Iris-virginica
+11,5.108947716280667,3.0736878124360483,1.5100231414258192,0.26153080961497976,Iris-setosa
+12,6.179366489196856,3.0540000029516383,4.910850046795109,1.6680371923740862,Iris-virginica
+13,6.179366489071042,3.054000000687445,4.903555177732481,1.6659849547024586,Iris-virginica
+14,5.108947716429778,3.0556217500042973,1.510022527741567,0.26153080866609096,Iris-setosa
+15,6.179366489279137,3.0540000070944684,4.932817640403963,1.6758729542241841,Iris-virginica
+16,6.1793664896297,3.0540000016571853,4.8995653968681605,1.6654395271091673,Iris-virginica
+17,5.108947716295317,3.0544560760605,1.5100224219390797,0.26153080845759497,Iris-setosa
+18,6.17936648919982,3.0540000009591712,4.9003656847757995,1.6655555320622064,Iris-virginica
+19,6.179366489756591,3.054000017142052,4.9169084311220494,1.6723681378574085,Iris-virginica
+20,6.179366500940374,3.0565844857464928,1.5100526529087472,0.2615331994698697,Iris-setosa
+21,5.108947716483003,3.0543104817249604,1.510022452729292,0.26153080857152244,Iris-setosa
+22,6.179366490111841,3.0540000048261455,4.900512258917961,1.665668301605363,Iris-virginica
+23,5.108947716691528,3.0577731705581215,1.5100229895800628,0.2615308102450495,Iris-setosa
diff --git a/iris/lct_gan/2/14/test.csv b/iris/lct_gan/2/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/14/train.csv b/iris/lct_gan/2/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/14/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
+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
+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/2/14/val.csv b/iris/lct_gan/2/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/15/synth.csv b/iris/lct_gan/2/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e98468237364f670060b9f417d3b88520b21a129
--- /dev/null
+++ b/iris/lct_gan/2/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366492697732,3.0540000472123396,4.900678115192216,1.6659902520254064,Iris-virginica
+1,6.179366489861283,3.0540000257281177,4.910345801370077,1.6709703489240817,Iris-virginica
+2,6.179366489695112,3.054000072113085,5.025487694069815,1.7398786823591106,Iris-virginica
+3,5.108947716489872,3.0610760521531284,1.5100228448862036,0.26153080922947963,Iris-setosa
+4,6.1793664897188245,3.054000887098194,4.89949134655511,0.26153080875892093,Iris-setosa
+5,6.179366488962935,3.054000000598289,4.901028316665384,1.6656422558054618,Iris-virginica
+6,6.179366488901448,3.054000000303786,4.900781578735045,1.6655684561904733,Iris-virginica
+7,5.108947716368588,3.0780760690092994,1.5100234540706696,0.2615308101602258,Iris-setosa
+8,5.108947716424545,3.117639325849221,1.5100254576240009,0.26153081327058053,Iris-setosa
+9,6.179366488918743,3.0540000003446357,4.901529117236842,1.6656631234711616,Iris-virginica
+10,6.179366490487789,3.0540000252496022,4.902524809287271,1.666970737757026,Iris-virginica
+11,6.179366489445539,3.054000015540229,4.94786002071996,1.683930478921578,Iris-virginica
+12,6.179366489015606,3.054000000477417,4.902368380925327,1.6657733249887725,Iris-virginica
+13,6.179366489178003,3.054000002208947,4.904175526917116,1.6664191408015212,Iris-virginica
+14,6.1793664904681815,3.054000003764224,4.899502149007298,1.6654290993795513,Iris-versicolor
+15,5.108947716267183,3.060763943436493,1.5100226427065309,0.2615308088138897,Iris-setosa
+16,5.108947716507134,3.0900214965735877,1.510024604593221,0.2615308126210162,Iris-setosa
+17,5.108947716293627,3.0627031325744674,1.5100227181501054,0.2615308088972826,Iris-setosa
+18,5.108947716740799,3.087671801731835,1.5100252887238539,0.26153081480422324,Iris-setosa
+19,6.179366488760653,3.0540000000396557,4.899673701023359,1.6654369979582446,Iris-virginica
+20,5.108947716352288,3.0828946726408555,1.5100236428258127,0.26153081019174396,Iris-setosa
+21,6.17936651220648,3.054339942225355,1.510059917344634,0.26154076907230017,Iris-setosa
+22,5.1089477162897765,3.0545276494062343,1.5100224254165509,0.2615308084655535,Iris-setosa
+23,6.179366489477779,3.0540000003210603,4.899494002567962,1.6654276453486494,Iris-versicolor
+24,6.179366488932402,3.0540000001201184,4.900365443041974,1.6654892547648399,Iris-virginica
+25,6.17936648912627,3.0540000013223274,4.904740615397555,1.6663321606469745,Iris-virginica
+26,5.108947716334612,3.0816712590191573,1.510023517104409,0.2615308100614668,Iris-setosa
+27,6.179366488917077,3.054000000293174,4.900111261536991,1.6654914748973981,Iris-virginica
+28,6.179366488919825,3.054000000067191,4.899997606822442,1.6654553409304924,Iris-virginica
+29,5.108947716550783,3.0540522340792173,4.899491352212863,0.26153080849308985,Iris-setosa
+30,5.108947716535394,3.0716664300703793,1.5100238792173635,0.26153081211871326,Iris-setosa
+31,5.108947716276002,3.072755758991317,1.5100230977252131,0.2615308094229606,Iris-setosa
+0,6.179366488846672,3.0540000001580196,4.900233034169756,1.6654912576825345,Iris-virginica
+1,5.108947716375853,3.0664592638290618,1.5100229896205715,0.2615308092956135,Iris-setosa
+2,6.179366489580164,3.0540000268840592,4.968607403731764,1.6956112028575168,Iris-virginica
+3,6.179366489637919,3.054000170272893,4.8994913136607146,1.6654274753764822,Iris-versicolor
+4,6.17936648934929,3.054000002492469,4.9034992795701315,1.6662425506931595,Iris-virginica
+5,6.17936649054524,3.0540000173102095,4.902375314211006,1.6665966180452854,Iris-virginica
+6,6.179366508028294,3.0540019135873693,4.899693705279072,1.665555184882924,Iris-virginica
+7,5.108947716402081,3.063460183002292,1.510022970651467,0.2615308095633225,Iris-setosa
+8,5.1089477167083945,3.0634967183343256,1.5100234100776504,0.26153081107782195,Iris-setosa
+9,6.179366489432845,3.0540016669769092,4.8994913650450025,0.2615308089333833,Iris-setosa
+10,6.179366495078973,3.054618323345957,1.5100264078686159,0.2615309266441092,Iris-setosa
+11,6.179366489157972,3.054000003144581,4.908026593371792,1.6674970722039444,Iris-virginica
+12,5.108947716670735,3.0550721409018338,1.5100226551560747,0.2615308094891373,Iris-setosa
+13,6.179366489405563,3.0540000090468147,4.941550374698478,1.678954638916795,Iris-virginica
+14,5.108947716404345,3.0576338194343013,1.5100225995182606,0.26153080876002227,Iris-setosa
+15,6.17936648917621,3.054000001000312,4.905778011125186,1.6663722350847179,Iris-virginica
+16,5.108947716345583,3.0645384920788756,1.510022846800968,0.2615308090736918,Iris-setosa
+17,5.108947716361559,3.1026378515439856,1.5100245116523103,0.26153081158533403,Iris-setosa
+18,5.108947716513224,3.0540013717202763,4.899491314619275,0.26153080847749866,Iris-setosa
+19,5.108947716382665,3.113172452466717,1.5100249391364098,0.26153081209522594,Iris-setosa
+20,5.108947716365627,3.0919412645439412,1.5100240570518435,0.26153081083453383,Iris-setosa
+21,6.179366491350609,3.054000166677884,4.899491598779871,1.6654275101531024,Iris-versicolor
+22,5.1089477165428985,3.0736459804951144,1.5100236638298576,0.2615308108742025,Iris-setosa
+23,6.179366491529167,3.0543884168121496,1.5100237778407273,0.2615308354495734,Iris-setosa
+24,5.108947716648815,3.055381035731978,1.5100226760954805,0.2615308093740833,Iris-setosa
+25,6.179366488897998,3.0540000001087546,4.900276008317476,1.6654824842654137,Iris-virginica
+26,5.108947716461479,3.054069910942294,4.899491344168993,0.2615308084600339,Iris-setosa
+27,6.179366490799112,3.054000067766065,4.922870948152228,1.6797672798231749,Iris-virginica
+28,6.179366490486462,3.0540000678453434,4.943720859136378,1.6917998008154105,Iris-virginica
+29,6.17936648901416,3.0540000003523002,4.902040719421439,1.66570288933342,Iris-virginica
+30,5.108947716288048,3.05828364371773,1.5100225552420676,0.261530808663659,Iris-setosa
+31,5.108947716280536,3.0540515216273385,4.899491312208909,0.26153080841680715,Iris-setosa
+0,6.1793664889209365,3.054000000686478,4.902426520939288,1.6658978589276905,Iris-virginica
+1,6.179366491324056,3.0540000185563425,4.899558152804532,1.6654471189556825,Iris-virginica
+2,6.1793664891512226,3.0540000020614957,4.903970395931365,1.66638920801087,Iris-virginica
+3,6.179366489566999,3.054000025427065,4.964817905338551,1.6937300557378732,Iris-virginica
+4,5.10894771631458,3.0550486183839967,1.5100224589995674,0.2615308085241854,Iris-setosa
+5,6.179366489128979,3.0540000005656776,4.899631565689081,1.665444589044855,Iris-virginica
+6,6.1793664892347975,3.0540000034109953,4.91464939041881,1.6690914795431913,Iris-virginica
+7,5.108947716535582,3.054120257975672,1.5100224359990093,0.261530808588892,Iris-setosa
+8,6.179366488952111,3.0540000002411865,4.90116505495719,1.6655877998664428,Iris-virginica
+9,5.108947716621961,3.0550347220302343,1.510022740096054,0.26153081028267894,Iris-setosa
+10,5.108947716278939,3.069665646522608,1.5100229607397222,0.26153080933329326,Iris-setosa
+11,5.10894771638831,3.0915212837059127,1.5100240810295318,0.2615308111228759,Iris-setosa
+12,6.179366490422172,3.0540418976517367,4.899492030809895,0.2615308183645245,Iris-setosa
+13,6.179366489505548,3.0540000311028885,4.967730680289666,1.6992774739931424,Iris-virginica
+14,6.179366494013827,3.054010918869572,4.899497436517933,0.2615315186245235,Iris-setosa
+15,5.108947717104047,3.0881414708790147,1.5100272110896176,0.26153082241905934,Iris-setosa
+16,6.179366489714324,3.0540007150163,4.899491386345696,0.26153080955325225,Iris-setosa
+17,5.1089477167655035,3.0540223262828303,4.899491398972887,0.2615308088219545,Iris-setosa
+18,5.108947716306778,3.077712919657836,1.5100232996695602,0.26153080974169163,Iris-setosa
+19,5.108947716373931,3.093620746780299,1.5100241602996842,0.26153081116241955,Iris-setosa
+20,5.108947716314706,3.064996800080459,1.5100228386620569,0.26153080906303333,Iris-setosa
+21,6.179366489093901,3.0540000017941424,4.902905395256162,1.6661503687501864,Iris-virginica
+22,6.1793664889824615,3.0540000006787804,4.903325549358811,1.6659980542492359,Iris-virginica
+23,5.108947716296364,3.0549340521498842,1.5100224387520926,0.2615308084756219,Iris-setosa
+24,5.108947716339183,3.0600680776959837,1.5100226766585523,0.2615308089149726,Iris-setosa
+25,6.179366489571063,3.0540000239846705,4.976065428079103,1.6964981873623408,Iris-virginica
+26,6.179366489984792,3.054000020353896,4.899491337192624,1.6654274769056445,Iris-versicolor
+27,6.179366488896259,3.0540000002910173,4.9012295343772045,1.6656197081544946,Iris-virginica
+28,6.179366499179577,3.0547983128625584,1.510035921670823,0.2615320708466816,Iris-setosa
+29,6.179366488792641,3.054000000115198,4.900147581067129,1.6654816136917923,Iris-virginica
+30,6.179366489012573,3.05400000040757,4.902565199550537,1.6657888681342634,Iris-virginica
+31,6.1793664887877755,3.0540000000778793,4.899649892953022,1.6654378120575628,Iris-virginica
+0,6.179366495723499,3.0542342354852656,1.510025830883767,0.26153100775772004,Iris-setosa
+1,6.179366494311732,3.054253270047728,1.51002497116414,0.2615309208672265,Iris-setosa
+2,5.108947716710795,3.057825085374905,1.5100228404299394,0.2615308094622543,Iris-setosa
+3,6.179366488963664,3.0540000006359405,4.903487648987803,1.6660203667598716,Iris-virginica
+4,6.179366489107225,3.054000001458366,4.902364490515471,1.6659744726690269,Iris-virginica
+5,6.179366489623256,3.0540000330873225,4.972469297985782,1.7002607458764198,Iris-virginica
+6,6.179366489182708,3.0540000036766606,4.910881278727157,1.668321707433821,Iris-virginica
+7,5.108947716541523,3.0671014832929484,1.510023577891562,0.26153081163247704,Iris-setosa
+8,6.179366488958067,3.054000000498997,4.902384122936878,1.6658048314481249,Iris-virginica
+9,5.108947716357961,3.0545425950198295,1.5100224399319229,0.2615308084940472,Iris-setosa
+10,6.179366492599358,3.0540078659309975,4.8994926921789235,0.2615308536917114,Iris-setosa
+11,6.179366489463795,3.0540000106003866,4.948964049780478,1.6816348249476718,Iris-virginica
+12,5.1089477165745585,3.1208159903810646,1.510026447748045,0.2615308154236728,Iris-setosa
+13,6.179366490651561,3.054000022211704,4.902124153743725,1.666571874298327,Iris-virginica
+14,6.17936648906729,3.054000000623664,4.90375319388791,1.6659962977190996,Iris-virginica
+15,5.10894771632702,3.0559622189222675,1.5100225028822005,0.26153080860028366,Iris-setosa
+16,6.179366491148745,3.0540000152304128,4.899492036652344,1.665427580802051,Iris-versicolor
+17,5.108947716537056,3.0540104284636387,4.899491322246083,0.2615308084558873,Iris-setosa
+18,6.179366489052089,3.0540000012441277,4.902710546654147,1.6660072238810009,Iris-virginica
+19,5.108947716349576,3.0996548690274595,1.5100241988672296,0.26153081118832033,Iris-setosa
+20,5.108947716500384,3.1152532051494184,1.5100257761035136,0.2615308143515865,Iris-setosa
+21,6.179366488800481,3.05400000016036,4.900238739928334,1.6654985287186204,Iris-virginica
+22,6.179366489363379,3.054000011648244,4.949400673050347,1.6830985239324998,Iris-virginica
+23,5.108947717008687,3.0560611958800354,1.5100233370542495,0.2615308148225012,Iris-setosa
diff --git a/iris/lct_gan/2/15/test.csv b/iris/lct_gan/2/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/15/train.csv b/iris/lct_gan/2/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/15/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
+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
+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/2/15/val.csv b/iris/lct_gan/2/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/16/synth.csv b/iris/lct_gan/2/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b41e879d9471046f1a0573bf92b8e27ede62c912
--- /dev/null
+++ b/iris/lct_gan/2/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716330433,3.0693170958488074,1.5100230647946378,0.2615308094911706,Iris-setosa
+1,5.108947716419599,3.0602949915048954,1.5100228216440243,0.26153080929227274,Iris-setosa
+2,6.17936650630607,3.054008061977816,4.899551615621809,1.665461089993702,Iris-setosa
+3,6.17936648893604,3.0540000000866794,4.9001874727665955,1.665470497139505,Iris-virginica
+4,6.179366491371736,3.0543090397976456,1.510023397556341,0.2615308264761323,Iris-setosa
+5,5.108947716363414,3.0809370588704907,1.5100235054801936,0.2615308101838211,Iris-setosa
+6,5.10894771670002,3.0562576914169726,1.510022935348928,0.2615308107106988,Iris-setosa
+7,6.179366488928142,3.0540000002183803,4.900923416301253,1.6655599796555445,Iris-virginica
+8,6.179366491188696,3.0540000161089353,4.9015733162246455,1.6661462330841983,Iris-virginica
+9,6.179366492760817,3.0540007189170244,4.899492500171421,1.6654276703786088,Iris-versicolor
+10,5.108947716463394,3.0911854593826775,1.5100242064614728,0.2615308112079143,Iris-setosa
+11,5.108947716414377,3.0609968010387365,1.5100229353537291,0.261530809669638,Iris-setosa
+12,5.108947716349988,3.0687573602016447,1.5100230353128083,0.26153080941286655,Iris-setosa
+13,6.179366490118519,3.0540000803758693,4.899491338964681,1.6654274763875396,Iris-versicolor
+14,6.179366489104348,3.0540000026666343,4.911761109338067,1.6683616549340197,Iris-virginica
+15,6.179366493166181,3.054002097911626,4.899491944580312,0.2615308254188333,Iris-setosa
+16,6.179366489067037,3.054000001314186,4.904509307589369,1.6663446524229055,Iris-virginica
+17,5.108947716390196,3.058742359831884,1.5100226500317409,0.26153080885841473,Iris-setosa
+18,5.108947716378412,3.1099660432096314,1.5100247213746902,0.261530811935258,Iris-setosa
+19,5.108947716285243,3.0601290953549785,1.5100226258570348,0.2615308087634923,Iris-setosa
+20,5.10894771671896,3.0708315380056987,1.5100241112440695,0.26153081258571365,Iris-setosa
+21,6.179366489057911,3.0540000003735153,4.902306965095593,1.6657338722901034,Iris-virginica
+22,5.108947716414968,3.087415284869895,1.5100240305647121,0.26153081144149803,Iris-setosa
+23,6.1793664889098245,3.054000000469236,4.901357785994346,1.6656811877033453,Iris-virginica
+24,6.179366489820861,3.054000053594902,4.9744651962752915,1.7090049625190158,Iris-virginica
+25,5.108947716368829,3.0852758895501684,1.510023739161158,0.26153081052307575,Iris-setosa
+26,6.179366489007984,3.0540000002737595,4.901634281808031,1.6656408818594777,Iris-virginica
+27,6.179366489155759,3.054000002433218,4.912061927053032,1.668240642161024,Iris-virginica
+28,6.179366489038475,3.054000000372154,4.902312354763256,1.6657380552390524,Iris-virginica
+29,6.179366489198064,3.054000002701291,4.910376359495958,1.667867539173135,Iris-virginica
+30,5.108947716393831,3.0548055910713012,1.5100224829892586,0.26153080863329214,Iris-setosa
+31,6.17936648969804,3.054000003149827,4.9008281888076795,1.6657185155235936,Iris-virginica
+0,5.108947716445838,3.0540214236774466,4.8994913145044805,0.26153080842087206,Iris-setosa
+1,5.108947716368523,3.0629055048921696,1.51002284242017,0.2615308091770356,Iris-setosa
+2,6.179366489155306,3.0540000031482473,4.914017618187273,1.668986903397966,Iris-virginica
+3,6.179366489713907,3.0540048356160825,4.8994915273338675,0.2615308115773331,Iris-setosa
+4,5.1089477163328105,3.0736480460115945,1.5100232211649733,0.2615308096191207,Iris-setosa
+5,6.179366491613517,3.054000068764079,4.913190712627625,1.6731229017687277,Iris-virginica
+6,6.179366488857055,3.054000000077652,4.900033850920684,1.6654615372860515,Iris-virginica
+7,6.179366488909082,3.0540000003723704,4.901837398605797,1.6657192552024307,Iris-virginica
+8,6.1793664901503575,3.0540000013759605,4.899557656054468,1.6654352388066762,Iris-virginica
+9,5.108947716443971,3.1375753045361554,1.5100263580302318,0.26153081394664673,Iris-setosa
+10,6.179366489596206,3.0540000395119224,4.999137758166782,1.71299450371536,Iris-virginica
+11,5.108947716313121,3.0544065591817713,1.5100224224715417,0.2615308084618144,Iris-setosa
+12,6.179366495341606,3.0540000339155418,4.899529573675874,1.6654362545364387,Iris-versicolor
+13,6.17936649111708,3.05400001570411,4.89949153197577,1.665427501479182,Iris-versicolor
+14,6.179366489217717,3.0540000014666453,4.900676081950838,1.6656416988351228,Iris-virginica
+15,6.179366492581208,3.0540000106729974,4.899557116648008,1.6654401488307176,Iris-virginica
+16,5.108947716360767,3.054676480846208,1.5100224436080683,0.26153080848514765,Iris-setosa
+17,6.179366500327685,3.0540013676135476,4.899905761403953,1.665757362006274,Iris-virginica
+18,6.179366489064236,3.05400000138029,4.905550969322986,1.6665601705547517,Iris-virginica
+19,6.179366488975169,3.054000000847469,4.903222924067592,1.6660351303100205,Iris-virginica
+20,6.179366489789503,3.0540000029594516,4.900415682834955,1.665613582742494,Iris-virginica
+21,6.179366489392703,3.054000014732176,4.948574302158237,1.6842802873916334,Iris-virginica
+22,6.179366489406842,3.054000013752291,4.954332493330686,1.68545030367314,Iris-virginica
+23,5.108947716422549,3.1216759535978453,1.5100255687756519,0.2615308131926746,Iris-setosa
+24,6.1793664894853375,3.054000006521174,4.908965239757024,1.6680854219118373,Iris-virginica
+25,5.1089477164335335,3.0901646756645245,1.510024112040842,0.26153081116925847,Iris-setosa
+26,6.179366501121811,3.0647580397376277,1.5100638434901779,0.2615322529690061,Iris-setosa
+27,5.108947716515992,3.0624346387757746,1.5100230680062825,0.26153080995709577,Iris-setosa
+28,6.179366489073792,3.0540000013484545,4.9061500947858585,1.6666297685242673,Iris-virginica
+29,6.179366492960316,3.054021748950322,4.899491957506476,0.2615308154243828,Iris-setosa
+30,5.108947716357275,3.090633877937363,1.510023908376573,0.26153081083533164,Iris-setosa
+31,5.108947716368033,3.076492035207136,1.5100233317022915,0.2615308098622105,Iris-setosa
+0,6.179366492609324,3.0540000896712316,4.904696689801522,1.6688795515517647,Iris-virginica
+1,5.108947716380058,3.054070873279483,1.5100224016199328,0.26153080844095733,Iris-setosa
+2,5.108947716514476,3.0580273047510125,1.5100228849847301,0.2615308099209011,Iris-setosa
+3,5.108947716384321,3.0915449880431325,1.5100239812508416,0.26153081095959846,Iris-setosa
+4,5.108947716376899,3.054427863216379,1.510022445987352,0.2615308085280433,Iris-setosa
+5,5.108947716613122,3.054540584994987,1.5100225324768541,0.2615308089007967,Iris-setosa
+6,6.179366488965922,3.054000000423516,4.902465285117542,1.6657920080797204,Iris-virginica
+7,5.108947716626481,3.054049986592426,4.899491383427746,0.2615308086498864,Iris-setosa
+8,6.179366489169382,3.0540000037738637,4.911485062207375,1.668472238232864,Iris-virginica
+9,5.108947717502375,3.0893311021173786,1.510029794671456,0.2615308384958577,Iris-setosa
+10,6.179366493437911,3.055967991863739,1.5100255204027848,0.26153084949896616,Iris-setosa
+11,6.179366490467364,3.0540001077455323,4.9734441000908225,1.7189396979467169,Iris-virginica
+12,6.179366489577047,3.0540000079476255,4.9088391035551275,1.6682627486657893,Iris-virginica
+13,6.179366489017226,3.054000000505849,4.902761007857333,1.6658342410164912,Iris-virginica
+14,6.1793664898598,3.054000001082691,4.89952942378307,1.665431773081539,Iris-virginica
+15,5.108947716310531,3.070390398100564,1.5100230666710937,0.261530809362095,Iris-setosa
+16,6.17936649103569,3.054000311226019,5.024231856948752,1.793015586026868,Iris-virginica
+17,5.108947716421454,3.0867789898804014,1.5100239966457727,0.26153081109981,Iris-setosa
+18,6.1793664889246545,3.05400000030127,4.9017623405462025,1.6656824245032533,Iris-virginica
+19,6.179366488945662,3.054000000555772,4.900807637133311,1.665610852756876,Iris-virginica
+20,6.1793664895266405,3.0540000003997347,4.899500044160733,1.6654281096252481,Iris-versicolor
+21,5.108947716377459,3.0902360688007873,1.510023993083602,0.2615308107919783,Iris-setosa
+22,6.179366489189752,3.054000002880966,4.909779074102365,1.667756005830884,Iris-virginica
+23,6.179366490171124,3.054000001905434,4.899503377182489,1.6654289111449168,Iris-versicolor
+24,5.108947716642925,3.0540322983970816,4.899491398531106,0.26153080883090035,Iris-setosa
+25,6.179366488977953,3.054000000693376,4.902029643048592,1.6658045440798763,Iris-virginica
+26,6.179366490810353,3.054046385726598,4.899491716919834,0.2615308116340295,Iris-setosa
+27,6.179366488884415,3.054000000319724,4.899968080853094,1.6654825333899885,Iris-virginica
+28,6.179366488785419,3.0540000000672283,4.899874762704986,1.6654523277887603,Iris-virginica
+29,6.179366490589266,3.0540000032265535,4.899561298794635,1.6654390818432305,Iris-virginica
+30,6.17936650558882,3.0540017738141514,4.90775863895021,1.6762673761942724,Iris-virginica
+31,5.108947716403757,3.091717374148864,1.5100241430503518,0.26153081138675216,Iris-setosa
+0,5.1089477164406025,3.060508049610311,1.5100228152124329,0.2615308092090968,Iris-setosa
+1,6.1793664892618825,3.054000001274883,4.9011685557007185,1.6656896185993837,Iris-virginica
+2,5.1089477162626835,3.0545418583846895,1.51002242203596,0.2615308084622163,Iris-setosa
+3,6.1793664953238405,3.0540008503036975,4.934204170907846,1.7130727486296347,Iris-virginica
+4,6.179366489459444,3.0540000131189746,4.951293636895112,1.683655147003026,Iris-virginica
+5,6.179366488973844,3.0540000002627274,4.901372619696423,1.6656105548614777,Iris-virginica
+6,5.108947716431319,3.089751398498065,1.510024132014364,0.2615308112676482,Iris-setosa
+7,6.179366492057044,3.054000013162636,4.89975874282917,1.6655042205547907,Iris-virginica
+8,6.179366489012553,3.054000000217078,4.901130971660353,1.665568854425158,Iris-virginica
+9,6.179366489173915,3.0540000026817062,4.913414145814775,1.6685781628728407,Iris-virginica
+10,6.1793664937793205,3.054003852075306,4.899492960257825,0.2615308869222865,Iris-setosa
+11,6.179366489597628,3.05400003773333,5.0086584610919225,1.7142252705724563,Iris-virginica
+12,6.179366511589071,3.054004741281792,4.911869696094177,1.6864763472895374,Iris-virginica
+13,5.108947716257937,3.0663958123863266,1.5100228198496362,0.26153080901926234,Iris-setosa
+14,6.179366488943193,3.054000000732224,4.902508896479144,1.66590870821336,Iris-virginica
+15,5.108947716414025,3.0895139848462203,1.5100240958709432,0.2615308113815444,Iris-setosa
+16,6.17936648915873,3.0540000022265184,4.91058961602128,1.6678303630916824,Iris-virginica
+17,5.108947716321129,3.0770639530547697,1.5100232774168452,0.26153080974287646,Iris-setosa
+18,5.108947716445139,3.056548205585435,1.5100225595212935,0.26153080871349066,Iris-setosa
+19,5.10894771634335,3.067758410103525,1.5100230342874865,0.2615308095008394,Iris-setosa
+20,5.1089477163241614,3.067995691742625,1.5100229791593078,0.2615308093431417,Iris-setosa
+21,5.108947716476085,3.0956317419968413,1.5100246036482166,0.26153081230553016,Iris-setosa
+22,5.108947716340136,3.095010200236517,1.5100241061757729,0.2615308108923174,Iris-setosa
+23,5.108947716312043,3.0548148465532488,1.510022441328175,0.26153080848497834,Iris-setosa
diff --git a/iris/lct_gan/2/16/test.csv b/iris/lct_gan/2/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/16/train.csv b/iris/lct_gan/2/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/16/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
+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
+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/2/16/val.csv b/iris/lct_gan/2/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/17/synth.csv b/iris/lct_gan/2/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd3b935df52079e5ee4cf8a4ac0fd827675a1c5b
--- /dev/null
+++ b/iris/lct_gan/2/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366492807791,3.0540007338792083,5.007316301740354,1.809460003378496,Iris-virginica
+1,6.179366488969908,3.0540000001492964,4.900703812748518,1.6655203806154741,Iris-virginica
+2,6.179366489455691,3.0540000029559087,4.900926703255934,1.6657605628715566,Iris-virginica
+3,6.179366488992958,3.0540000003394807,4.902128868628123,1.665720431082513,Iris-virginica
+4,6.179366488877623,3.054000000236514,4.901168598302152,1.6656030566632636,Iris-virginica
+5,5.1089477165252335,3.0549093163624774,1.5100226063275841,0.26153080926541755,Iris-setosa
+6,5.108947716354352,3.064805635966759,1.5100228809281024,0.26153080915917265,Iris-setosa
+7,5.108947718654196,3.062792263715857,1.5100284924112715,0.26153085695554773,Iris-setosa
+8,6.1793664890478555,3.054000000812924,4.904376072972383,1.6661724377344567,Iris-virginica
+9,5.108947716685586,3.10897054476181,1.5100267919893322,0.26153081796853644,Iris-setosa
+10,6.1793664894670535,3.0540224933394495,4.899491478042109,0.2615308096102842,Iris-setosa
+11,5.108947716530414,3.1074534188824154,1.510025492498347,0.26153081403427164,Iris-setosa
+12,5.108947716589601,3.054297129345208,1.510022468944332,0.2615308086790931,Iris-setosa
+13,6.179366490450241,3.0540000956707107,4.978801650180762,1.7184270896796274,Iris-virginica
+14,6.17936648899067,3.054000000383061,4.899651259398904,1.665446003896654,Iris-virginica
+15,6.179366488940808,3.0540000002860226,4.9011636022092055,1.665598922845262,Iris-virginica
+16,6.179366488975118,3.054000000249504,4.901403584880959,1.665611972305237,Iris-virginica
+17,5.108947716504249,3.0617179158265686,1.510022976174912,0.2615308096574961,Iris-setosa
+18,6.179366488844799,3.0540000001336014,4.900217588804887,1.6654857712850941,Iris-virginica
+19,6.179366490097526,3.054000026337589,4.914738556392747,1.6722771261868352,Iris-virginica
+20,5.108947716468179,3.086550298729172,1.510023984224685,0.26153081083563307,Iris-setosa
+21,6.179366488970866,3.0540000005258,4.902689097809211,1.6658523869933948,Iris-virginica
+22,6.1793664903369345,3.0540003753268365,4.899491469358087,1.665427483601479,Iris-versicolor
+23,5.108947716528141,3.054033753631321,4.899491355638737,0.2615308085696437,Iris-setosa
+24,5.108947716583217,3.1014967623577707,1.5100254510729834,0.2615308141329448,Iris-setosa
+25,5.1089477164601655,3.0744631281150223,1.5100235639190387,0.26153081045690296,Iris-setosa
+26,5.108947716487992,3.1466064058705965,1.5100274556113276,0.26153081612629525,Iris-setosa
+27,5.108947716286224,3.0576235530285385,1.5100225384779526,0.26153080862993144,Iris-setosa
+28,5.108947716712619,3.05642083280704,1.510022733459318,0.2615308093129315,Iris-setosa
+29,6.179366488970012,3.054000000677226,4.902512628990107,1.6658718343350256,Iris-virginica
+30,5.1089477163445105,3.0872659752358897,1.5100237829401308,0.26153081041255977,Iris-setosa
+31,6.17936649007865,3.0540000115336383,4.9022881161106495,1.6664363942137659,Iris-virginica
+0,6.179366496051935,3.0540027625053874,4.899493825461668,1.665427862697532,Iris-setosa
+1,6.179366492854837,3.0543282482808616,1.510024304141209,0.261530861417883,Iris-setosa
+2,6.1793664894111595,3.054000008186814,4.9284576705069085,1.6744298784610694,Iris-virginica
+3,5.108947716301249,3.0699355159906947,1.5100230429766166,0.26153080945673146,Iris-setosa
+4,5.1089477163431765,3.062457346577763,1.5100227595420868,0.2615308089465085,Iris-setosa
+5,6.179366498626682,3.058799384105354,1.5100376216562679,0.2615311371538491,Iris-setosa
+6,6.179366489012281,3.054000000862924,4.9040413773463944,1.6661480047550776,Iris-virginica
+7,6.179366489075127,3.0540000009579096,4.905563278401549,1.6664064455176872,Iris-virginica
+8,6.179366496912231,3.0540039073189322,4.899501257113819,1.6654314331703388,Iris-setosa
+9,5.108947716392539,3.055393771037676,1.510022499339534,0.26153080861076944,Iris-setosa
+10,5.10894771640137,3.10953310580369,1.510024856698772,0.2615308122048519,Iris-setosa
+11,5.108947716470545,3.0571142285408,1.5100226165146384,0.2615308087994516,Iris-setosa
+12,5.108947716474031,3.0560202147773396,1.5100226125692846,0.2615308090237689,Iris-setosa
+13,6.17936648888075,3.054000000226936,4.9008595584127095,1.665563481755346,Iris-virginica
+14,5.108947716395929,3.0596562248987413,1.5100227729887714,0.2615308092037536,Iris-setosa
+15,6.179366489105934,3.054000000641439,4.903458555725912,1.6659339619025908,Iris-virginica
+16,5.108947716275207,3.0749563824659694,1.5100231472881878,0.26153080956779756,Iris-setosa
+17,5.108947717033693,3.0576911218199863,1.5100233721835508,0.26153081226243924,Iris-setosa
+18,5.10894771646047,3.0550799345841213,1.5100225537966547,0.26153080892612823,Iris-setosa
+19,6.179366489013008,3.0540000006237116,4.902639287938958,1.6658565635954665,Iris-virginica
+20,6.179366489109611,3.0540000007199937,4.904064363360505,1.666051646159054,Iris-virginica
+21,6.179366489330078,3.054000004395798,4.919384695364882,1.6703992527303915,Iris-virginica
+22,6.179366491131723,3.0540000088819923,4.899491402785093,1.6654274832129787,Iris-versicolor
+23,6.179366489421856,3.0540002118864256,4.899491313702599,1.6654274753956273,Iris-versicolor
+24,6.179366488886743,3.05400000030292,4.900118641746888,1.665496407963121,Iris-virginica
+25,5.108947716407167,3.10517418986789,1.51002465103467,0.2615308118777654,Iris-setosa
+26,6.179366489017528,3.0540000003261394,4.901798892185759,1.6656667225583843,Iris-virginica
+27,6.1793664891232405,3.0540000012512527,4.90595756405361,1.6665238164576246,Iris-virginica
+28,6.179366489056582,3.0540000010963944,4.902170636793735,1.665890030806563,Iris-virginica
+29,5.108947716419758,3.082276418319855,1.5100236430783673,0.261530810297645,Iris-setosa
+30,6.179366488956922,3.054000000182079,4.900767737959052,1.6655335457785114,Iris-virginica
+31,5.108947716387926,3.0657217094297438,1.5100229849006002,0.26153080938173484,Iris-setosa
+0,6.179366489080889,3.0540000017266675,4.906916586040312,1.6669446617266173,Iris-virginica
+1,6.179366489130068,3.054000000890944,4.905027704507275,1.6662522758423641,Iris-virginica
+2,6.179366488950079,3.0540000001722145,4.90072658184707,1.6655284612926111,Iris-virginica
+3,5.108947716274482,3.065245634444626,1.5100227863650157,0.2615308089958703,Iris-setosa
+4,6.1793664896653,3.054000003844247,4.900304354197788,1.6656305778699716,Iris-virginica
+5,6.179366488991394,3.054000000545162,4.903013224175752,1.6658938853237324,Iris-virginica
+6,5.10894771658809,3.0541740842227947,1.5100225058022947,0.26153080916481203,Iris-setosa
+7,6.179366490197996,3.05400001106217,4.90052865431435,1.6657990814832255,Iris-virginica
+8,6.1793664889366156,3.0540000001032466,4.90027802279859,1.6654798197749807,Iris-virginica
+9,6.179366488871003,3.054000000129348,4.899570977521668,1.665433144158365,Iris-virginica
+10,5.108947716394865,3.087418324382844,1.5100239680146774,0.26153081088803914,Iris-setosa
+11,6.179366489196342,3.0540000017961764,4.902753313022167,1.6660583563121676,Iris-virginica
+12,6.179366489053429,3.054000000818869,4.9038073575074685,1.6660676733240298,Iris-virginica
+13,5.108947716334627,3.0650671749476857,1.5100228732598933,0.261530809205751,Iris-setosa
+14,6.179366488941972,3.054000000472545,4.901692352057258,1.6657131671197543,Iris-virginica
+15,6.1793664891205715,3.0540000018443423,4.907672834190334,1.6670570691536637,Iris-virginica
+16,5.108947716614492,3.054026613874969,4.899491333765941,0.2615308084570124,Iris-setosa
+17,5.108947716408552,3.1116553620053753,1.5100249361873717,0.2615308123795474,Iris-setosa
+18,5.108947716529357,3.0800123884799895,1.510024050362596,0.261530811868844,Iris-setosa
+19,5.108947716450409,3.0799104166843168,1.5100237252526483,0.2615308106572006,Iris-setosa
+20,5.108947716341121,3.056542088324137,1.5100225297205703,0.2615308086597217,Iris-setosa
+21,5.108947716384456,3.0649197175168843,1.5100229222402415,0.26153080926647365,Iris-setosa
+22,6.179366490725462,3.054000004000893,4.89950165374349,1.6654289839130632,Iris-versicolor
+23,6.1793664892033995,3.0540000015744537,4.901002854784904,1.6657167164515376,Iris-virginica
+24,6.179366489434481,3.0540000004095473,4.899504604049285,1.66542852153075,Iris-versicolor
+25,6.179366508543141,3.0540014768555364,4.902943897181552,1.6692288229077754,Iris-virginica
+26,5.108947716450611,3.0944093265202857,1.5100244433893395,0.2615308119618784,Iris-setosa
+27,5.108947716300177,3.084247816152653,1.510023549704263,0.2615308102035775,Iris-setosa
+28,5.108947716288727,3.055015696800228,1.5100224460717953,0.2615308084905883,Iris-setosa
+29,6.17936648978873,3.054000047776153,4.974326351557535,1.7060137372931692,Iris-virginica
+30,6.179366490956047,3.0540000194519994,4.899491402155025,1.6654274827742492,Iris-versicolor
+31,5.108947717135475,3.0570716596628675,1.5100232323827005,0.2615308117340803,Iris-setosa
+0,6.179366489269676,3.054000001718716,4.900242613287845,1.6655793513826722,Iris-virginica
+1,6.179366489048094,3.0540000011904334,4.904966823931338,1.6663981724524273,Iris-virginica
+2,6.179366488843545,3.054000000122623,4.900282950592448,1.665489590015052,Iris-virginica
+3,6.179366494535134,3.0540023386130506,4.8994956091971,1.6654288279561589,Iris-setosa
+4,5.1089477180293,3.0754277388004216,1.510030080963004,0.26153084900283685,Iris-setosa
+5,5.1089477166096104,3.054050986517275,4.899491367461463,0.2615308085406643,Iris-setosa
+6,5.108947716360079,3.061763184928598,1.5100227971554505,0.2615308091832766,Iris-setosa
+7,6.17936648968404,3.05400002091015,4.911533722425167,1.6713084514074885,Iris-virginica
+8,6.179366489018522,3.054000000546388,4.903089709774226,1.6658996859616917,Iris-virginica
+9,5.108947716411408,3.1302768479362832,1.510025796351495,0.2615308131869689,Iris-setosa
+10,6.179366491061311,3.0540001146551616,4.899491405735611,1.6654274807323755,Iris-versicolor
+11,6.17936648890528,3.0540000005511083,4.901913323936786,1.6657857443491282,Iris-virginica
+12,6.17936648905398,3.054000001253577,4.905572851608201,1.6665177664817008,Iris-virginica
+13,6.179366488965151,3.0540000003568384,4.901617465771336,1.6656642496722733,Iris-virginica
+14,5.108947716443808,3.0713556688496864,1.5100233191359724,0.2615308100183004,Iris-setosa
+15,6.179366489135538,3.054000001543559,4.908502905544622,1.6671229642173584,Iris-virginica
+16,6.179366488860604,3.0540000002390055,4.900228048092054,1.665502725960788,Iris-virginica
+17,5.108947716355874,3.084040362954194,1.510023647828095,0.26153081021005764,Iris-setosa
+18,6.179366490408331,3.0540000513495844,4.919554353817124,1.6771716054449222,Iris-virginica
+19,6.179366489019306,3.054000000424638,4.902592749194413,1.6657955183106616,Iris-virginica
+20,6.179366491602935,3.0540010948048826,4.899491763559761,1.6654275045021636,Iris-setosa
+21,6.179366491629846,3.0540000607035287,4.902116708068322,1.6670241661264251,Iris-virginica
+22,5.108947716306537,3.068101865407365,1.5100229192898031,0.2615308092078562,Iris-setosa
+23,5.1089477169779185,3.0540067576845726,4.899491380303516,0.26153080879895496,Iris-setosa
diff --git a/iris/lct_gan/2/17/test.csv b/iris/lct_gan/2/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/17/train.csv b/iris/lct_gan/2/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/17/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
+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
+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/2/17/val.csv b/iris/lct_gan/2/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/18/synth.csv b/iris/lct_gan/2/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6aef239aa219e4723337d53a5ffa4714a47ecf75
--- /dev/null
+++ b/iris/lct_gan/2/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489157706,3.0540000028405454,4.912569950326333,1.6684739215572515,Iris-virginica
+1,6.179366488755034,3.0540000000721643,4.899813630111277,1.6654504665956873,Iris-virginica
+2,5.1089477164796095,3.1043409383030482,1.5100249441917037,0.26153081264427985,Iris-setosa
+3,5.108947716516519,3.0565310481546506,1.5100226213389822,0.2615308088713763,Iris-setosa
+4,6.179366493754219,3.0543246640141017,1.510024843555528,0.2615308847564454,Iris-setosa
+5,5.108947716333466,3.081879253147887,1.5100235608571762,0.2615308101163494,Iris-setosa
+6,6.179366493005046,3.05435204403087,1.5100246906926513,0.2615308738930001,Iris-setosa
+7,6.179366489374719,3.0540000089764114,4.926421118724171,1.6741489935092382,Iris-virginica
+8,5.1089477165258135,3.102081218196322,1.510025402333837,0.26153081427706576,Iris-setosa
+9,6.179366488922546,3.054000000452123,4.901248033952221,1.6656562029534785,Iris-virginica
+10,5.108947716408408,3.054771033012473,1.510022466131542,0.26153080853146254,Iris-setosa
+11,6.179366488813778,3.0540000001601584,4.90010643252765,1.6654835065842033,Iris-virginica
+12,5.108947716624309,3.0547784076146676,1.510022564556358,0.2615308089746672,Iris-setosa
+13,6.179366488902431,3.054000000322407,4.901388086166588,1.6656448929711862,Iris-virginica
+14,6.179366489114486,3.05400000110939,4.905489693999817,1.666394421524451,Iris-virginica
+15,5.108947716646479,3.0634167435647055,1.5100234357882136,0.26153081135850437,Iris-setosa
+16,6.179366488967138,3.0540000002782057,4.8996545333337655,1.6654432142991389,Iris-virginica
+17,6.179366489691989,3.0540000041043585,4.901584490111785,1.6659356548110178,Iris-virginica
+18,5.108947716400089,3.0549227369873857,1.5100224693569775,0.2615308085426479,Iris-setosa
+19,5.10894771633264,3.0603291393381444,1.510022648864038,0.2615308088168017,Iris-setosa
+20,6.1793664961545725,3.054001366257838,5.0171894912756745,1.8325380703699534,Iris-virginica
+21,5.10894771641765,3.054957628599757,1.510022471467878,0.2615308085399282,Iris-setosa
+22,5.108947716366973,3.098322818576396,1.5100243547293553,0.26153081140884293,Iris-setosa
+23,5.108947716486221,3.090334621144392,1.5100245564484034,0.2615308128883846,Iris-setosa
+24,5.108947716576595,3.0545152257693444,1.5100224792370027,0.2615308086068588,Iris-setosa
+25,6.179366490307334,3.054000003604853,4.899686147225287,1.665465917271765,Iris-virginica
+26,5.108947716475475,3.1436790651160225,1.510027022998118,0.26153081502986314,Iris-setosa
+27,6.179366489720625,3.0540000025016187,4.899735104798157,1.6654785920365782,Iris-virginica
+28,6.17936649058239,3.054028962367987,4.899491979352898,0.26153081790578286,Iris-setosa
+29,6.179366495868314,3.054000934790054,4.949654583850576,1.7331457698024315,Iris-virginica
+30,6.179366489178133,3.054000003817293,4.91270010044316,1.668869258293324,Iris-virginica
+31,5.108947716482189,3.0826923454006763,1.5100240782319263,0.26153081136165685,Iris-setosa
+0,5.108947716327593,3.0663118377915355,1.5100228830837188,0.26153080910876847,Iris-setosa
+1,6.17936648906783,3.0540000006976595,4.903711004398024,1.666003364520833,Iris-virginica
+2,6.17936648934081,3.054000003334453,4.915477173020825,1.6690729219878673,Iris-virginica
+3,6.179366489100537,3.054000001303059,4.902777480346685,1.666007388084146,Iris-virginica
+4,5.1089477166563135,3.054017332941012,4.899491350481055,0.2615308085559409,Iris-setosa
+5,5.108947716469604,3.0568248811557113,1.5100225877593911,0.2615308087578345,Iris-setosa
+6,5.108947716410417,3.0572597226845026,1.5100226066169466,0.2615308087883034,Iris-setosa
+7,5.108947716429397,3.091612250146435,1.5100241011958953,0.2615308113092696,Iris-setosa
+8,5.10894771672225,3.0568664939474397,1.5100228859718439,0.2615308099806137,Iris-setosa
+9,5.108947716340192,3.087594918797289,1.5100237558787752,0.26153081045870163,Iris-setosa
+10,6.179366488985288,3.0540000002769996,4.901384439444752,1.6656142959250302,Iris-virginica
+11,6.179366531640209,3.0540776745896703,4.901039408964913,1.6675801615443209,Iris-setosa
+12,5.1089477163663455,3.0546627305416063,1.510022444428746,0.2615308084993202,Iris-setosa
+13,6.179366488897271,3.054000000261865,4.900280896392338,1.665507688313908,Iris-virginica
+14,5.108947716344157,3.0966126127885922,1.5100240610085995,0.2615308110993986,Iris-setosa
+15,6.179366488895977,3.054000000184969,4.900609656641927,1.6655263710288863,Iris-virginica
+16,5.108947716325064,3.0634237925622956,1.5100227820809637,0.2615308089981229,Iris-setosa
+17,6.179366492333229,3.054005629066635,4.899492427808124,0.2615308436982237,Iris-setosa
+18,5.108947716312836,3.056155916231744,1.5100224957896158,0.2615308085703459,Iris-setosa
+19,6.1793664890872275,3.054000001682531,4.902618942041241,1.666081679684078,Iris-virginica
+20,6.179366488818797,3.0540000000725462,4.899579520080181,1.6654323952678736,Iris-virginica
+21,6.179366490306312,3.054000004921633,4.899775905393356,1.6654966876462953,Iris-virginica
+22,6.1793664888565285,3.0540000002352885,4.900353396997954,1.6655159432880189,Iris-virginica
+23,5.1089477163559,3.0876774074437474,1.5100238311008518,0.26153081072927353,Iris-setosa
+24,5.108947716293801,3.069930420620734,1.5100229829569796,0.2615308092443277,Iris-setosa
+25,5.108947716482805,3.14376931675583,1.5100270617084943,0.26153081507833253,Iris-setosa
+26,5.108947716337408,3.0551400950658514,1.5100224741087618,0.2615308085708814,Iris-setosa
+27,5.108947716337097,3.0554721261356876,1.5100225283463604,0.26153080877166973,Iris-setosa
+28,6.179366489190559,3.0540000038815136,4.916188379339076,1.6697466807815309,Iris-virginica
+29,5.108947716266831,3.05604861381779,1.5100224872736105,0.261530808590194,Iris-setosa
+30,6.179366491662829,3.05400008985974,4.8994914116416455,1.6654274809066463,Iris-versicolor
+31,6.179366489315708,3.0540000082983254,4.9293745721821995,1.6751681839256343,Iris-virginica
+0,6.179366490518843,3.0540007043896953,4.8994915922262114,1.6654274963257825,Iris-setosa
+1,6.1793664890909,3.054000000879084,4.90405546083331,1.666105543738558,Iris-virginica
+2,6.17936648917059,3.0540000013272093,4.907396947303568,1.6667970699650538,Iris-virginica
+3,6.179366488967666,3.0540000001169734,4.900465207197432,1.6654939484653524,Iris-virginica
+4,6.179366488880788,3.054000000103847,4.900198622519436,1.6654765651555987,Iris-virginica
+5,5.108947716923953,3.0660566571561567,1.5100244552933153,0.26153081591138094,Iris-setosa
+6,5.108947716362339,3.103380049733083,1.5100244444511692,0.26153081150882396,Iris-setosa
+7,6.179366491442397,3.05400033180302,5.050477867239732,1.8065469382379786,Iris-virginica
+8,5.10894771643224,3.1324717819836243,1.5100262258292259,0.2615308141435547,Iris-setosa
+9,6.179366492540759,3.057903675620618,1.5100284560117954,0.26153090545459834,Iris-setosa
+10,6.179366488945165,3.0540000000991085,4.9002639078002925,1.6654776283786101,Iris-virginica
+11,5.108947716372414,3.056371529467981,1.510022524502516,0.26153080863472594,Iris-setosa
+12,6.179366493130861,3.0582052667852935,1.5100295230830894,0.26153092548878054,Iris-setosa
+13,6.179366492611241,3.0540004087669654,4.996680607506791,1.7648006304619204,Iris-virginica
+14,6.179366492572563,3.0540000216998195,4.899491706971668,1.6654275215373762,Iris-versicolor
+15,6.179366489700401,3.0540000272214605,4.931587770615715,1.6809334004984917,Iris-virginica
+16,5.1089477164193715,3.0663425766371413,1.5100229930587155,0.2615308093690812,Iris-setosa
+17,6.17936649012089,3.0540064519813983,4.89949154714964,0.26153081114512455,Iris-setosa
+18,5.108947717424841,3.054533658652531,1.5100230241479924,0.2615308141629223,Iris-setosa
+19,6.179366488908535,3.0540000004769854,4.902484330108167,1.665837059386835,Iris-virginica
+20,5.108947716744124,3.0540005920298294,4.899491317747303,0.2615308085095738,Iris-setosa
+21,5.10894771653384,3.054950914262524,1.5100225093445863,0.2615308086659267,Iris-setosa
+22,5.1089477164172274,3.1052419478239415,1.5100246974331097,0.2615308121022036,Iris-setosa
+23,5.10894771637742,3.0713770903323705,1.5100231754847389,0.26153080966444203,Iris-setosa
+24,6.1793664889559725,3.054000000279324,4.901263948909961,1.6656057407933307,Iris-virginica
+25,6.179366489354792,3.05400000736298,4.920029590401454,1.6717255720536346,Iris-virginica
+26,6.179366489030482,3.0540000002779375,4.901662555871705,1.6656369531424704,Iris-virginica
+27,6.179366491155452,3.054000003513363,4.899504262675982,1.6654291431147965,Iris-versicolor
+28,5.108947716383185,3.093947095164328,1.510024100145268,0.2615308112143995,Iris-setosa
+29,5.108947716276262,3.057600167051322,1.5100225241031422,0.2615308086165158,Iris-setosa
+30,6.179366492795307,3.0540019736043282,4.899492366641368,1.6654275856136236,Iris-setosa
+31,6.179366497616527,3.054003842187871,4.899496300427275,1.6654286081932446,Iris-setosa
+0,5.108947716279356,3.055570773363452,1.5100224623247058,0.2615308085145453,Iris-setosa
+1,5.108947716602235,3.058826253931099,1.5100229656167274,0.2615308099605251,Iris-setosa
+2,6.179366489178565,3.054000004172302,4.914163979517685,1.6694100314016476,Iris-virginica
+3,6.179366489816579,3.054000001417417,4.899508607661948,1.665429581146504,Iris-versicolor
+4,6.17936651929909,3.0540493631416123,4.904249233651405,1.6748897940867291,Iris-virginica
+5,6.17936649692977,3.0540003319710465,4.8996341271735835,1.6655019580332493,Iris-virginica
+6,5.108947716412045,3.109992838576969,1.5100248488900823,0.261530812212327,Iris-setosa
+7,5.10894771649708,3.1268382121622698,1.510026406141042,0.2615308150104023,Iris-setosa
+8,5.108947716295875,3.057314477988924,1.5100225285200104,0.26153080862766376,Iris-setosa
+9,6.179366489061339,3.0540000017335247,4.906321100068758,1.6668322805027427,Iris-virginica
+10,6.179366488817782,3.054000000095734,4.90006776669422,1.6654695074982118,Iris-virginica
+11,6.179366488954165,3.0540000005012446,4.900457847799704,1.6655519597771584,Iris-virginica
+12,6.179366490778819,3.05400009903386,4.94508947358764,1.6972120784038585,Iris-virginica
+13,6.179366491846776,3.054645986505914,1.5100239313719486,0.26153083362629165,Iris-setosa
+14,6.1793664904503,3.0540000033207564,4.899492264995979,1.6654275821743252,Iris-versicolor
+15,6.179366500972062,3.0540113710550423,4.899504794303833,0.2615329219909918,Iris-setosa
+16,5.108947716327467,3.0938757020280647,1.5100240152373956,0.26153081087889574,Iris-setosa
+17,5.108947716453033,3.10288009493039,1.5100247076637234,0.2615308120891047,Iris-setosa
+18,6.1793664909159745,3.0547587614116023,1.5100236631394082,0.26153082589618903,Iris-setosa
+19,5.108947716610814,3.062321905526547,1.5100231427638586,0.2615308100569162,Iris-setosa
+20,5.108947716374286,3.0540796591829413,1.5100224050833042,0.26153080845644044,Iris-setosa
+21,6.179366510802814,3.0540065597869064,4.899596661581817,1.665486657611206,Iris-setosa
+22,6.179366489149704,3.0540000015659,4.902113402548796,1.6659319571050482,Iris-virginica
+23,6.179366489626176,3.0540000023086336,4.899756089644103,1.665482210068847,Iris-virginica
diff --git a/iris/lct_gan/2/18/test.csv b/iris/lct_gan/2/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/18/train.csv b/iris/lct_gan/2/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/18/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
+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
+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/2/18/val.csv b/iris/lct_gan/2/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/19/synth.csv b/iris/lct_gan/2/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ea0f7f41c792ee0cfc9386ec0e21fae24fe5b6c
--- /dev/null
+++ b/iris/lct_gan/2/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716511445,3.0581304473548383,1.5100227255580834,0.2615308090825238,Iris-setosa
+1,5.1089477166068,3.0554571388656315,1.5100226403973311,0.26153080923355265,Iris-setosa
+2,6.179366495468663,3.0540003872490646,4.9094727791718356,1.674793399040768,Iris-virginica
+3,6.179366489106881,3.054000001277446,4.903137953748648,1.66606169344414,Iris-virginica
+4,5.108947716397133,3.072458722266331,1.5100232997045677,0.2615308099573683,Iris-setosa
+5,6.179366488927207,3.054000000225475,4.9011648794705485,1.6655903003066674,Iris-virginica
+6,5.108947716927795,3.13014269722915,1.510030312960404,0.2615308263734935,Iris-setosa
+7,6.179366491418923,3.0548549743022195,1.5100240131064344,0.2615308327797267,Iris-setosa
+8,5.108947716342074,3.0888866667233623,1.5100238305248272,0.2615308105132944,Iris-setosa
+9,5.108947716464285,3.0541435292718475,1.5100224763764525,0.2615308089629277,Iris-setosa
+10,5.108947716346978,3.056875785551777,1.5100225352273369,0.2615308086334215,Iris-setosa
+11,5.108947716336559,3.0540521473295126,4.899491323217664,0.26153080843712323,Iris-setosa
+12,6.179366489055747,3.0540000005218664,4.903176006209367,1.6658854760937407,Iris-virginica
+13,5.108947716342592,3.0651413323020282,1.5100228537906804,0.26153080911435567,Iris-setosa
+14,5.108947716679879,3.0543161488147494,1.5100224832759268,0.2615308086554391,Iris-setosa
+15,5.1089477163881485,3.0857272958610658,1.5100238196201676,0.2615308106400119,Iris-setosa
+16,5.108947716304967,3.065932045979735,1.510022857006126,0.26153080909830984,Iris-setosa
+17,5.108947716476612,3.0545876051776526,1.5100225263422766,0.26153080891111224,Iris-setosa
+18,5.108947716567976,3.0665068351045646,1.510023537499422,0.26153081134305095,Iris-setosa
+19,6.179366490929533,3.0540016163305315,4.899491686478941,0.2615308181146809,Iris-setosa
+20,6.179366488928152,3.054000000432098,4.902109093355118,1.6657677509011939,Iris-virginica
+21,6.179366489831421,3.0540000017740216,4.8995452505303145,1.6654358024775588,Iris-virginica
+22,5.108947716340403,3.0799035166035424,1.5100234234104353,0.26153080988912686,Iris-setosa
+23,6.179366488797885,3.0540000000993204,4.899970227926286,1.6654633017975768,Iris-virginica
+24,6.179366489029942,3.0540000007046433,4.903614561004805,1.6660098707582123,Iris-virginica
+25,6.179366488983723,3.054000000183378,4.900950969364969,1.6655495240292004,Iris-virginica
+26,5.108947716359539,3.063823482075527,1.5100228896272347,0.2615308092867399,Iris-setosa
+27,6.17936648887169,3.054000000239092,4.900496559800973,1.6655295416827784,Iris-virginica
+28,5.108947716373598,3.1024058439750246,1.5100244218218728,0.26153081171431297,Iris-setosa
+29,6.179366490149105,3.0540000141918133,4.902317438599523,1.6665724995039688,Iris-virginica
+30,6.179366488997089,3.054000000703436,4.9036368618784225,1.666032859861255,Iris-virginica
+31,6.179366489178653,3.054000002794262,4.913321793722579,1.6686246042735167,Iris-virginica
+0,6.17936649043974,3.0540000076166414,4.899491350154178,1.6654274779617497,Iris-versicolor
+1,6.179366503015578,3.0540008105835232,4.902048086342815,1.667790229620334,Iris-virginica
+2,6.179366489183613,3.054000001565715,4.908539127707033,1.6670847144176064,Iris-virginica
+3,6.179366489002895,3.0540000002179637,4.901208674721826,1.6655794809073978,Iris-virginica
+4,6.179366488990926,3.054000000294173,4.899646442273506,1.6654423124881759,Iris-virginica
+5,6.179366491469541,3.054000023230608,4.899491593337015,1.6654275133725913,Iris-versicolor
+6,6.1793664894532885,3.0540000036594988,4.902000621114789,1.6660758798617814,Iris-virginica
+7,5.108947716571536,3.054012776277475,4.899491329725471,0.26153080848165655,Iris-setosa
+8,5.108947716364671,3.0879864750375217,1.5100239017851467,0.26153081081243346,Iris-setosa
+9,6.179366488990097,3.0540000002262326,4.90125266070246,1.6655896026344716,Iris-virginica
+10,6.179366489817806,3.054000002335437,4.899617624699565,1.6654511701862187,Iris-virginica
+11,5.108947716658679,3.1439182786489464,1.5100293010214394,0.26153082105041586,Iris-setosa
+12,6.179366488812508,3.054000000119971,4.900274258043422,1.6654922472473592,Iris-virginica
+13,6.179366489063644,3.054000001409389,4.903197113461154,1.6661197292385788,Iris-virginica
+14,5.108947716395745,3.1122867113466794,1.5100250029480176,0.2615308124414913,Iris-setosa
+15,6.179366488924943,3.054000000334309,4.901532780764748,1.6656615698881603,Iris-virginica
+16,6.179366488932214,3.0540000002444025,4.901120217924972,1.6655889373593882,Iris-virginica
+17,6.179366489036759,3.0540000008485992,4.902953759608948,1.6659634251772637,Iris-virginica
+18,6.179366489223106,3.0540000029786603,4.913591372470398,1.6686415918816015,Iris-virginica
+19,6.1793664894926135,3.0540000113065444,4.922083267178993,1.673161617210059,Iris-virginica
+20,6.179366489024067,3.05400000020338,4.89953527573675,1.6654306532569758,Iris-virginica
+21,5.108947716422701,3.082098297709289,1.5100237654420445,0.26153081065967815,Iris-setosa
+22,6.179366488911852,3.05400000040297,4.900152931162359,1.6655089890413988,Iris-virginica
+23,6.179366489948812,3.0540000017556994,4.899502439653994,1.6654288386654188,Iris-versicolor
+24,6.179366490360886,3.0540006470386607,4.8994914539627485,1.6654274806252725,Iris-setosa
+25,6.179366488935064,3.0540000004207095,4.900813088064962,1.665590282298359,Iris-virginica
+26,5.108947716422985,3.1203034138720556,1.5100254910004227,0.26153081315500637,Iris-setosa
+27,5.108947716334738,3.0887966275918752,1.5100237304814796,0.26153081056089356,Iris-setosa
+28,6.17936648904848,3.054000002398475,4.907064731159209,1.667220798602531,Iris-virginica
+29,6.1793664902910646,3.0540000094024626,4.899491375820141,1.665427482089118,Iris-versicolor
+30,5.108947716275757,3.0675644511834266,1.510022877945907,0.26153080919039456,Iris-setosa
+31,6.179366489149096,3.0540000023549574,4.9047235314408315,1.666587519019343,Iris-virginica
+0,6.179366501991167,3.0540019420988394,4.8998703777129995,1.6657300114515463,Iris-virginica
+1,5.108947716468274,3.1244489038376577,1.5100262133645288,0.26153081460218386,Iris-setosa
+2,5.108947716443272,3.0572989781632876,1.5100227356153846,0.26153080935581324,Iris-setosa
+3,6.179366488965927,3.054000000143512,4.900693427476457,1.665519128400811,Iris-virginica
+4,5.108947716556267,3.0600949833422604,1.5100230181943541,0.2615308100353109,Iris-setosa
+5,5.108947716343225,3.0543990066088886,1.5100224275390632,0.2615308084724116,Iris-setosa
+6,5.108947716411589,3.057468732264923,1.5100226139146506,0.2615308087977695,Iris-setosa
+7,6.17936649840817,3.0540017466168266,4.8995344912926555,1.6654493315592893,Iris-setosa
+8,5.1089477163404595,3.064252115383019,1.5100228552735513,0.261530809130223,Iris-setosa
+9,6.1793664889098965,3.05400000007552,4.900060503296283,1.6654610564782393,Iris-virginica
+10,6.179366520815676,3.054021884852638,4.901669538793916,1.668448866430967,Iris-virginica
+11,5.108947716741694,3.05724578648543,1.5100229800043907,0.26153081039417037,Iris-setosa
+12,6.179366489054648,3.0540000012536415,4.9035788645206395,1.666160249028286,Iris-virginica
+13,6.179366489016145,3.0540000004676626,4.902350286650192,1.6657732521143869,Iris-virginica
+14,6.179366491379378,3.0540002304822598,4.89949173464637,1.6654275308336977,Iris-versicolor
+15,5.108947716627008,3.069443597866309,1.5100238476016223,0.2615308120886126,Iris-setosa
+16,6.179366496155621,3.054000130863396,4.899605418460474,1.6654776229334227,Iris-virginica
+17,6.179366489102289,3.0540000021632285,4.910291811673805,1.6678153398038669,Iris-virginica
+18,5.10894771709627,3.086208385720568,1.5100274495184092,0.2615308251274517,Iris-setosa
+19,6.179366492025414,3.054000009516744,4.89961242080249,1.6654531747049703,Iris-virginica
+20,5.1089477163646055,3.0554053042425657,1.5100224887391152,0.26153080857872,Iris-setosa
+21,6.179366495371909,3.0658570925241455,1.5100380599207,0.26153101172568355,Iris-setosa
+22,6.179366488901766,3.054000000212039,4.8996005702023195,1.665437599255563,Iris-virginica
+23,5.108947716534675,3.095292124722065,1.5100249927852185,0.2615308133615326,Iris-setosa
+24,6.179366492109433,3.064955584735637,1.510030872052581,0.2615308925917434,Iris-setosa
+25,6.179366489052958,3.054000001537119,4.9063195038829175,1.666769016257895,Iris-virginica
+26,6.179366489201246,3.0540000028205214,4.90832592199076,1.6674341305537885,Iris-virginica
+27,5.1089477168387045,3.0542833225930837,1.5100225085632797,0.261530808867544,Iris-setosa
+28,5.10894771653491,3.0865367851318735,1.5100244059636414,0.2615308121816484,Iris-setosa
+29,6.179366489219477,3.0540000007798067,4.899983917594211,1.6654913849386974,Iris-virginica
+30,5.108947716906037,3.0646073133814853,1.5100238372814891,0.2615308125239934,Iris-setosa
+31,5.108947716271085,3.073003666046448,1.5100230919580653,0.26153080945764184,Iris-setosa
+0,5.108947716356869,3.0749885790864564,1.510023274588133,0.26153080978424953,Iris-setosa
+1,5.108947716432136,3.061461832835783,1.5100228326878642,0.2615308091936703,Iris-setosa
+2,6.1793664889318745,3.0540000004747356,4.90049770378627,1.6655571859590044,Iris-virginica
+3,5.108947716266746,3.0685351586037517,1.5100228897260561,0.26153080916210864,Iris-setosa
+4,5.108947716296045,3.082087862262817,1.5100234598234143,0.2615308099827419,Iris-setosa
+5,6.17936649609651,3.05400004508067,4.899494546478802,1.6654280286844918,Iris-versicolor
+6,6.1793664923275715,3.054000020496131,4.899497595795831,1.6654286171834591,Iris-versicolor
+7,6.179366488834484,3.0540000000759826,4.899983115006644,1.6654588295176902,Iris-virginica
+8,6.1793664901226,3.054002956965287,4.899491423916964,0.2615308095207467,Iris-setosa
+9,6.179366489156546,3.054000001011963,4.905865070868591,1.6664144580805966,Iris-virginica
+10,6.179366490691193,3.0540000029949765,4.899493403789494,1.6654277113464797,Iris-versicolor
+11,6.179366488938616,3.054000000469118,4.900671591114807,1.6655796661266082,Iris-virginica
+12,5.108947716312133,3.065319198546574,1.5100228415529824,0.26153080908754023,Iris-setosa
+13,5.108947716304862,3.0712268630487993,1.510023050543554,0.26153080939812784,Iris-setosa
+14,5.108947716448991,3.0988070864012385,1.5100245842688231,0.2615308119295505,Iris-setosa
+15,5.1089477166446144,3.1034255554921053,1.5100262106687454,0.2615308167701108,Iris-setosa
+16,6.179366489029175,3.054000000321977,4.901920258004142,1.6656795594871852,Iris-virginica
+17,5.108947716370614,3.073591993722205,1.5100232625475276,0.26153080981410076,Iris-setosa
+18,5.108947716422561,3.1229913801025537,1.5100256201171611,0.26153081324181376,Iris-setosa
+19,6.179366488821063,3.0540000000961642,4.90006130065638,1.665468737362648,Iris-virginica
+20,6.179366495186562,3.054000092860858,4.899881424870643,1.6656148427505615,Iris-virginica
+21,6.179366489265671,3.0540000051060665,4.916678208282496,1.6702180988859363,Iris-virginica
+22,6.179366489116578,3.054000000965253,4.905540782890188,1.6663753984295055,Iris-virginica
+23,6.179366489081857,3.054000000494375,4.903211516263405,1.6658791043897672,Iris-virginica
diff --git a/iris/lct_gan/2/19/test.csv b/iris/lct_gan/2/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/19/train.csv b/iris/lct_gan/2/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/19/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
+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
+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/2/19/val.csv b/iris/lct_gan/2/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/2/synth.csv b/iris/lct_gan/2/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f807493b32c78364dcbbeffb1a1bf6ce24716669
--- /dev/null
+++ b/iris/lct_gan/2/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664888730495,3.0540000001137426,4.900307854745897,1.6654881101667056,Iris-virginica
+1,6.17936648888862,3.054000000113727,4.900272006030002,1.6654835540519628,Iris-virginica
+2,5.108947716280209,3.0664631042729926,1.5100228593836906,0.2615308091565712,Iris-setosa
+3,5.1089477164496815,3.059466073821865,1.5100227855353612,0.2615308091988143,Iris-setosa
+4,6.179366489037202,3.0540000009789514,4.904960636952433,1.666330032276497,Iris-virginica
+5,6.179366490651084,3.0540000026315983,4.899499808862008,1.6654285058453686,Iris-versicolor
+6,5.1089477164342485,3.0789634924868756,1.510023669211122,0.26153081049033,Iris-setosa
+7,6.179366491451001,3.054000012839833,4.899497150691074,1.6654285476608388,Iris-versicolor
+8,6.17936650875783,3.054064518908404,4.8997004294537545,0.26162104377866435,Iris-setosa
+9,5.108947716259668,3.0641024523734357,1.51002274548472,0.26153080894898945,Iris-setosa
+10,6.179366488876853,3.0540000002190304,4.900932463047981,1.6655714691219172,Iris-virginica
+11,6.1793664891813,3.054000002448199,4.911746183984281,1.6681524948947717,Iris-virginica
+12,5.108947716429641,3.1070439765251963,1.5100248500807398,0.2615308124361342,Iris-setosa
+13,6.179366489450296,3.05400000181262,4.900340000703436,1.6655814608399657,Iris-virginica
+14,5.108947716341999,3.058557164062666,1.5100226243148012,0.26153080883178986,Iris-setosa
+15,6.179366490839182,3.054000003450249,4.899499837348969,1.6654285992824853,Iris-versicolor
+16,6.179366489209904,3.0540000024534435,4.902349665802688,1.6660911299548726,Iris-virginica
+17,5.108947716472672,3.1454011617103124,1.5100270764500843,0.261530815090068,Iris-setosa
+18,5.108947716603133,3.054063917895732,4.899491388708024,0.2615308086141678,Iris-setosa
+19,5.10894771639553,3.078095413706123,1.5100235069339083,0.2615308102018856,Iris-setosa
+20,6.179366510349544,3.0540028740114122,4.9005279256930345,1.666401851602065,Iris-virginica
+21,5.108947716725211,3.054000588549172,4.899491313365727,0.2615308084739957,Iris-setosa
+22,5.108947716393552,3.066767429067429,1.5100229664209015,0.2615308092922999,Iris-setosa
+23,5.10894771635009,3.1056933154969624,1.5100245043981406,0.261530811366999,Iris-setosa
+24,6.17936652503109,3.05403127596177,4.909064157160127,1.6852157108556673,Iris-virginica
+25,6.179366493203428,3.056330163797671,1.5100266129894,0.26153086517049356,Iris-setosa
+26,5.108947716359771,3.054043808676454,4.8994913146026535,0.2615308084161675,Iris-setosa
+27,5.108947716716193,3.054228624339902,1.5100225462934314,0.2615308094905733,Iris-setosa
+28,6.179366489187522,3.0540000015357123,4.90848786372086,1.6670518326995623,Iris-virginica
+29,6.179366489003117,3.054000000293632,4.901810655848714,1.665665840622833,Iris-virginica
+30,5.10894771642786,3.055084144703985,1.5100225146669128,0.2615308086970012,Iris-setosa
+31,5.108947716381489,3.109355274977198,1.5100246730544347,0.26153081186920757,Iris-setosa
+0,5.108947716468134,3.059429047466818,1.510022941657493,0.2615308099810137,Iris-setosa
+1,6.179366488934723,3.0540000002248804,4.899680394382842,1.6654441062902847,Iris-virginica
+2,6.179366495543386,3.0540002239375723,4.903594462508077,1.6684226312443273,Iris-virginica
+3,6.1793664891607465,3.054000000857702,4.900475654905999,1.665565032865869,Iris-virginica
+4,6.179366489761731,3.0540000009736814,4.899498976989772,1.6654282281136816,Iris-versicolor
+5,5.108947716652889,3.0540274828813105,4.899491352040803,0.2615308085514341,Iris-setosa
+6,5.108947716455278,3.0630809643189925,1.5100229820133253,0.26153080950735114,Iris-setosa
+7,5.108947716801946,3.061387017832584,1.5100233158636642,0.26153081083480284,Iris-setosa
+8,6.179366489600636,3.0540000005883763,4.899492717033736,1.6654275825631393,Iris-versicolor
+9,6.179366488983167,3.054000000199044,4.900967147748089,1.6655534016015925,Iris-virginica
+10,5.1089477163975925,3.0544654193832455,1.5100224597054765,0.2615308085981401,Iris-setosa
+11,5.108947716414362,3.071910178724055,1.5100232711355859,0.26153080991542915,Iris-setosa
+12,5.108947716334,3.0974177263198888,1.5100241500978768,0.2615308108478734,Iris-setosa
+13,6.179366488960347,3.054000000170802,4.900743056095196,1.665528638265979,Iris-virginica
+14,6.1793665000552815,3.0540009511022976,4.908287727655541,1.6759893746109256,Iris-virginica
+15,6.179366488816202,3.054000000076328,4.899986213381582,1.6654600254484244,Iris-virginica
+16,6.179366488987723,3.054000000217914,4.901103600043571,1.6655701362649535,Iris-virginica
+17,6.179366489351557,3.054000002703301,4.900990891696429,1.665786174356433,Iris-virginica
+18,6.179366491442322,3.0540062189097594,4.899491896605511,0.26153081936807065,Iris-setosa
+19,6.179366493332422,3.057410311795688,1.5100276135286979,0.2615308821050176,Iris-setosa
+20,6.1793664905142185,3.054000047437729,4.925966673203002,1.6790169107037634,Iris-virginica
+21,6.179366488993975,3.0540000002953565,4.901478519435479,1.6656271466691221,Iris-virginica
+22,5.108947716415571,3.0938494379315284,1.510024344856819,0.2615308117306962,Iris-setosa
+23,5.108947716359009,3.078160132149224,1.5100234140421083,0.2615308100608282,Iris-setosa
+24,6.1793665198255985,3.054007517143824,4.93013201473573,1.7226722792165146,Iris-virginica
+25,6.179366489211607,3.0540000030279977,4.912303356805607,1.6683650052695356,Iris-virginica
+26,5.108947716308574,3.0570194192414792,1.5100225253420854,0.261530808589776,Iris-setosa
+27,5.1089477163758685,3.0865016536426855,1.5100237773668248,0.2615308105124858,Iris-setosa
+28,5.1089477169071325,3.055353084750027,1.5100228568983027,0.2615308103978301,Iris-setosa
+29,5.108947716440464,3.07585597043499,1.510023650203409,0.2615308108075455,Iris-setosa
+30,6.179366489162824,3.054000000601233,4.899610861001304,1.6654422203341948,Iris-virginica
+31,5.108947716528302,3.056563796572311,1.5100225985620288,0.26153080878830637,Iris-setosa
+0,5.108947716540958,3.055347936756084,1.5100225588152407,0.26153080883601443,Iris-setosa
+1,5.108947716344654,3.0891233752339615,1.5100238169957998,0.2615308107730788,Iris-setosa
+2,6.179366488917515,3.0540000001304337,4.900516856843835,1.6655069527771094,Iris-virginica
+3,6.179366490843144,3.054000206654238,4.899491436409769,1.665427482425681,Iris-versicolor
+4,5.108947716507727,3.0540759032719427,1.510022419604093,0.26153080851803645,Iris-setosa
+5,6.179366490700877,3.0540000237630944,4.900253781752095,1.6657697110411909,Iris-virginica
+6,5.108947716488788,3.055774225126828,1.510022564911435,0.26153080877020213,Iris-setosa
+7,5.10894771635541,3.099024305322977,1.5100242867986562,0.2615308112191755,Iris-setosa
+8,5.108947717067131,3.054006176378381,4.899491397794443,0.26153080893973185,Iris-setosa
+9,5.108947716487529,3.05409118793542,1.5100224107589542,0.26153080845606436,Iris-setosa
+10,5.108947716434921,3.1241310364675154,1.510025725185696,0.2615308133893562,Iris-setosa
+11,6.179366488908722,3.0540000000661873,4.899992880847991,1.6654553563994126,Iris-virginica
+12,6.1793664897762675,3.054000002345544,4.899813693427169,1.665489706584756,Iris-virginica
+13,6.179366507231074,3.0540009627312164,4.901550358741771,1.6672853134625774,Iris-virginica
+14,5.108947716367543,3.0548026901616714,1.5100224944630662,0.2615308086985678,Iris-setosa
+15,6.179366497535883,3.0540007845177253,4.914261440655253,1.683114119407866,Iris-virginica
+16,6.179366488810958,3.0540000000609657,4.899880284060911,1.665450650585031,Iris-virginica
+17,6.1793664889358455,3.0540000002419627,4.901168245765515,1.6655924417404968,Iris-virginica
+18,6.179366489563534,3.0540000155148483,4.909953471084754,1.6700907494314945,Iris-virginica
+19,5.1089477163583705,3.0662030488255314,1.5100229593716261,0.26153080932615247,Iris-setosa
+20,5.1089477166187915,3.119397510220142,1.5100270074671576,0.26153081743882445,Iris-setosa
+21,6.179366488819855,3.0540000001129153,4.900224767879344,1.6654854865613775,Iris-virginica
+22,5.108947716273043,3.0604808199693405,1.5100226250367323,0.26153080875144585,Iris-setosa
+23,5.108947716354046,3.066763338282257,1.5100229653685238,0.2615308093158625,Iris-setosa
+24,6.179366489118504,3.0540000013284754,4.906203774937767,1.666585563773324,Iris-virginica
+25,6.179366489018115,3.0540000002597147,4.901586047799999,1.665629075151201,Iris-virginica
+26,6.179366499100496,3.0542578844063124,1.5100319964422777,0.2615319592489153,Iris-setosa
+27,6.179366488980889,3.0540000002084082,4.901166158686086,1.6655781580805393,Iris-virginica
+28,6.1793664890755124,3.0540000003703147,4.902180890841653,1.665709288642486,Iris-virginica
+29,5.108947716326911,3.0621238799699486,1.5100227506661412,0.2615308089817329,Iris-setosa
+30,6.179366491464089,3.0540001148571867,4.9154735694866805,1.6778359612762417,Iris-virginica
+31,6.179366489253522,3.0540000067248174,4.931311222429625,1.675219904296842,Iris-virginica
+0,5.108947716767035,3.0862242369093935,1.51002511327429,0.2615308139462134,Iris-setosa
+1,5.108947717710083,3.0542361430794878,1.5100228878905089,0.26153081371875825,Iris-setosa
+2,6.179366489741711,3.054000006790422,4.9012342703669,1.6659738258483172,Iris-virginica
+3,6.179366496889556,3.0540009386474942,4.899553935555693,1.6654604732059566,Iris-virginica
+4,5.108947716402316,3.0750839502448972,1.5100234219278146,0.26153081024972363,Iris-setosa
+5,6.17936648954298,3.054000031875473,4.97270426404555,1.7005686945245193,Iris-virginica
+6,5.108947716294645,3.0687027085352776,1.510022968688992,0.2615308092283979,Iris-setosa
+7,5.108947716635025,3.0541509416818085,1.510022473570439,0.2615308088951849,Iris-setosa
+8,5.108947716406484,3.119586900211347,1.510025307473111,0.26153081275434736,Iris-setosa
+9,5.10894771634134,3.0548234221997475,1.510022482399956,0.2615308086682869,Iris-setosa
+10,6.179366489901073,3.0540000054509524,4.900662606804584,1.6657483923648653,Iris-virginica
+11,6.17936649005656,3.054002788149792,4.899491414846195,0.26153080936324763,Iris-setosa
+12,5.108947716319407,3.06477396739725,1.5100228004997243,0.26153080902328874,Iris-setosa
+13,6.17936649070217,3.054000003621116,4.899494349797168,1.665427868855553,Iris-versicolor
+14,5.108947716520208,3.0540520663339836,4.899491362917377,0.26153080857345,Iris-setosa
+15,5.1089477163167,3.0629539052721046,1.5100227930516876,0.26153080913213694,Iris-setosa
+16,5.108947716710152,3.0765198496484656,1.5100243342495236,0.2615308127444752,Iris-setosa
+17,6.179366492474241,3.0540000809168526,4.910305289360512,1.6716661738471954,Iris-virginica
+18,5.108947716301077,3.054222591422875,1.5100224052021174,0.2615308084301436,Iris-setosa
+19,6.179366490499909,3.0540000019512004,4.89949184395262,1.6654275203187419,Iris-versicolor
+20,6.179366493664197,3.0540000420138766,4.899493225617362,1.66542781719622,Iris-versicolor
+21,5.10894771672525,3.0540971607763345,1.5100224341666848,0.26153080855205113,Iris-setosa
+22,6.17936650475446,3.054037365134514,4.89956404841308,0.26155430678083036,Iris-setosa
+23,5.108947716806824,3.0548966094314705,1.5100226875755896,0.26153080956672303,Iris-setosa
diff --git a/iris/lct_gan/2/2/test.csv b/iris/lct_gan/2/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/2/train.csv b/iris/lct_gan/2/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/2/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
+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
+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/2/2/val.csv b/iris/lct_gan/2/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/20/synth.csv b/iris/lct_gan/2/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cf4e558c5d64256b10cd7a71063a64642b54e02
--- /dev/null
+++ b/iris/lct_gan/2/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716335881,3.055021042008333,1.5100224557369428,0.26153080849711924,Iris-setosa
+1,5.108947717899373,3.0674904620648373,1.5100288318087107,0.2615308572141422,Iris-setosa
+2,6.179366521369647,3.055956505547522,1.510140805784966,0.2615607949322586,Iris-setosa
+3,5.108947716444728,3.055036219247948,1.5100225011449244,0.2615308086582457,Iris-setosa
+4,6.179366488839655,3.0540000001545424,4.900403640992453,1.6655074800585918,Iris-virginica
+5,6.179366489297811,3.0540000020748366,4.901495364198829,1.6658384711974221,Iris-virginica
+6,6.179366489536677,3.054000014617642,4.927350699211571,1.675981528749129,Iris-virginica
+7,5.108947716338904,3.0799450732496063,1.5100234282570841,0.26153081002766604,Iris-setosa
+8,5.108947716855955,3.054052070953046,4.899491499194186,0.26153080944791723,Iris-setosa
+9,5.108947716796296,3.056822555437282,1.5100228525071027,0.26153080982304006,Iris-setosa
+10,5.108947716372042,3.094441270384664,1.5100241642145313,0.2615308111168866,Iris-setosa
+11,5.108947716321174,3.054116559832827,1.5100224018481838,0.2615308084325016,Iris-setosa
+12,5.108947716531021,3.0549129482222472,1.5100225745911169,0.26153080907103443,Iris-setosa
+13,5.108947716379635,3.0981123258649874,1.5100243419799966,0.2615308113852047,Iris-setosa
+14,6.179366488889645,3.054000000120075,4.900409040431087,1.6654968531175414,Iris-virginica
+15,6.17936649051464,3.0540002294230777,5.125425636802034,1.834220424118454,Iris-virginica
+16,5.108947716623267,3.054756951066098,1.510022587140995,0.26153080915356797,Iris-setosa
+17,6.179366491792703,3.0540000627149784,4.904265057543694,1.6681335558131087,Iris-virginica
+18,6.179366509575367,3.054032118832204,4.899568387102876,0.26155392695456375,Iris-setosa
+19,6.17936648990089,3.0540000010706043,4.8995199997699865,1.6654305727453087,Iris-versicolor
+20,6.179366488975988,3.0540000005723478,4.902883781868072,1.6658930624727653,Iris-virginica
+21,6.1793664941775575,3.058882539657659,1.5100299161865496,0.2615309213713803,Iris-setosa
+22,6.179366490275495,3.0540000013703663,4.899501455649265,1.6654284816887222,Iris-versicolor
+23,5.108947717809024,3.0733853084515412,1.5100279070118021,0.2615308330776544,Iris-setosa
+24,6.179366497563809,3.0581123845500624,1.510033743874789,0.261531041308228,Iris-setosa
+25,6.179366489052932,3.05400000018144,4.8995242840873825,1.6654296241629665,Iris-virginica
+26,6.17936648900311,3.0540000002733922,4.901572541386637,1.6656325654876136,Iris-virginica
+27,6.1793664929610275,3.054000040537892,4.900077116976166,1.6656692599583356,Iris-virginica
+28,5.1089477164582044,3.1178624080687154,1.5100254818434413,0.26153081323376404,Iris-setosa
+29,5.108947716308386,3.0585099373082287,1.510022562801416,0.26153080864177053,Iris-setosa
+30,6.179366489970395,3.054000159729159,4.899491330623963,1.6654274758259815,Iris-versicolor
+31,6.179366489975558,3.0540000014858597,4.8994952233319085,1.6654278876326278,Iris-versicolor
+0,6.179366489307915,3.0540000016594817,4.900937904110952,1.665691271285432,Iris-virginica
+1,5.10894771641631,3.0676985278346294,1.5100230912469115,0.26153080955813757,Iris-setosa
+2,5.108947716401817,3.103396844330059,1.5100246830830046,0.26153081196292416,Iris-setosa
+3,6.179366489184059,3.054000002948465,4.912609294509432,1.6684465444424994,Iris-virginica
+4,5.10894771632092,3.0541176015084672,1.5100224065030552,0.2615308084488973,Iris-setosa
+5,5.108947716414132,3.0848631597536254,1.5100239433505407,0.2615308109102255,Iris-setosa
+6,5.108947716269196,3.0684509489618788,1.510022931411326,0.2615308093190457,Iris-setosa
+7,6.179366489133771,3.0540000007503103,4.90468644708793,1.666146476049796,Iris-virginica
+8,5.108947716637703,3.089157894956772,1.5100254058704023,0.261530815414761,Iris-setosa
+9,5.108947716351558,3.1038188536566027,1.5100244349537142,0.26153081138098216,Iris-setosa
+10,5.108947716677603,3.0540674655621602,1.5100224562518292,0.2615308088597451,Iris-setosa
+11,5.10894771642968,3.057176351605292,1.5100226037428497,0.26153080876273566,Iris-setosa
+12,5.108947716437819,3.0621237141490623,1.5100228951579815,0.26153080929112077,Iris-setosa
+13,5.108947717496294,3.056704855007298,1.5100243366246378,0.26153082661357074,Iris-setosa
+14,5.108947716723588,3.0730246126052343,1.5100245394139173,0.26153081504573117,Iris-setosa
+15,5.108947716453296,3.054029469248,4.899491353804444,0.2615308085875615,Iris-setosa
+16,6.179366489179245,3.0540000018932076,4.910033228786031,1.667540983418188,Iris-virginica
+17,6.179366488859985,3.0540000000859284,4.900092180833467,1.6654673134955431,Iris-virginica
+18,6.17936649808464,3.054003314588108,4.899496309560462,1.6654286812094152,Iris-setosa
+19,6.179366489353533,3.054000001958482,4.900234406062954,1.6655782939266526,Iris-virginica
+20,6.179366489058425,3.054000001323064,4.90609028002745,1.666637949623531,Iris-virginica
+21,6.179366488946999,3.0540000000971994,4.900243738806007,1.6654753697951914,Iris-virginica
+22,6.179366488802809,3.054000000096124,4.899970350845102,1.6654630268968635,Iris-virginica
+23,5.108947716372138,3.0543935267719333,1.5100224410348428,0.26153080853256366,Iris-setosa
+24,6.179366489093978,3.054000000562128,4.90352679462477,1.6659357885287607,Iris-virginica
+25,5.108947717930534,3.0639402095152355,1.5100263271491496,0.261530832460013,Iris-setosa
+26,5.108947716511928,3.092422950070706,1.510024791116181,0.26153081316947396,Iris-setosa
+27,5.10894771638394,3.061440454015754,1.5100228012466108,0.2615308091384361,Iris-setosa
+28,6.1793664889537805,3.0540000004487484,4.902355453930553,1.665790773497396,Iris-virginica
+29,6.179366488978745,3.0540000006330237,4.903079630040431,1.6659424277701778,Iris-virginica
+30,5.108947716536917,3.0726881861750903,1.5100235160894893,0.2615308104015309,Iris-setosa
+31,5.108947716487365,3.0810706976257607,1.5100239636720378,0.26153081150879437,Iris-setosa
+0,6.179366490060988,3.0540000653987254,4.94837266058169,1.6974729078353807,Iris-virginica
+1,6.179366489033409,3.0540000005629135,4.903411306827186,1.6659454732516707,Iris-virginica
+2,6.179366489127609,3.0540000018659295,4.908827908367272,1.66735013541972,Iris-virginica
+3,6.179366488947717,3.0540000001513006,4.9006681406917805,1.6655214301697592,Iris-virginica
+4,5.108947716341663,3.07665040059344,1.5100233277473356,0.2615308097225414,Iris-setosa
+5,5.1089477164296,3.072580119254403,1.5100233126312648,0.261530809965281,Iris-setosa
+6,5.108947716368399,3.068288616753589,1.5100230655556024,0.2615308094950695,Iris-setosa
+7,6.179366489562357,3.0540002170705147,4.899491334885222,1.6654274759326015,Iris-versicolor
+8,6.179366488924421,3.0540000000735037,4.900078775451947,1.6654614490733792,Iris-virginica
+9,6.1793664889308,3.054000000095964,4.900259894715894,1.6654778266834755,Iris-virginica
+10,5.1089477162693475,3.0601862258826085,1.5100226129692962,0.2615308087458194,Iris-setosa
+11,5.1089477163279,3.0916983353352294,1.5100239369034456,0.2615308106051153,Iris-setosa
+12,6.179366511081575,3.054007735522662,4.899961028068439,1.6658392336638426,Iris-virginica
+13,5.1089477162938595,3.079240870582291,1.5100233367509839,0.2615308098059319,Iris-setosa
+14,5.108947716409694,3.0732684015066978,1.5100234207245542,0.2615308103812308,Iris-setosa
+15,5.108947716645372,3.0540001636939618,4.8994913030102465,1.6654274751792324,Iris-versicolor
+16,5.10894771630993,3.055793508848253,1.5100224878719526,0.261530808569632,Iris-setosa
+17,6.179366493292611,3.0540001518789244,4.899511905845612,1.6654347526524484,Iris-versicolor
+18,6.179366489017716,3.0540000005448746,4.903400574783361,1.6659462788717585,Iris-virginica
+19,5.108947716478164,3.0910526352426366,1.5100242024712094,0.2615308114345699,Iris-setosa
+20,5.10894771643241,3.1041204544807472,1.5100247569949978,0.2615308121922637,Iris-setosa
+21,5.108947716448613,3.1309725100229855,1.510026209894578,0.26153081464281036,Iris-setosa
+22,6.179366489790147,3.0540000085716112,4.899491307641133,1.665427475302172,Iris-versicolor
+23,5.108947716365805,3.096515074689245,1.5100242727512168,0.26153081110095194,Iris-setosa
+24,6.179366489879147,3.0540001319917045,5.13450310346406,1.8130960590962626,Iris-virginica
+25,6.17936648944318,3.054000005123314,4.9047544663353575,1.6668567311208327,Iris-virginica
+26,5.108947716333132,3.0766449027455995,1.5100233502032947,0.2615308099458878,Iris-setosa
+27,5.10894771640804,3.1038512225376222,1.5100246438145077,0.2615308119435805,Iris-setosa
+28,5.108947716290629,3.0545619682422727,1.5100224304656216,0.2615308084829845,Iris-setosa
+29,6.17936648901478,3.054000001449763,4.905665912291221,1.66665116142592,Iris-virginica
+30,5.1089477175596345,3.0551457897253753,1.5100235332692067,0.261530819902559,Iris-setosa
+31,6.1793664891451705,3.054000000926195,4.904887464885682,1.6662267612429509,Iris-virginica
+0,5.108947716386646,3.0627814137171687,1.5100228100455149,0.2615308091143923,Iris-setosa
+1,5.108947716609318,3.10360884391865,1.5100258370891098,0.26153081527470606,Iris-setosa
+2,5.108947716456153,3.0896540342691625,1.5100241153255527,0.2615308112137242,Iris-setosa
+3,5.108947716418359,3.0615578592282127,1.5100227945918208,0.26153080909790305,Iris-setosa
+4,6.179366488958849,3.054000000164788,4.900796881834574,1.6655350989791706,Iris-virginica
+5,5.108947716349021,3.0832942719990415,1.5100235795623236,0.2615308103015004,Iris-setosa
+6,5.108947716472616,3.055492443219069,1.5100225319916367,0.2615308086916977,Iris-setosa
+7,5.108947716559162,3.07123868462909,1.5100235263962196,0.2615308104543862,Iris-setosa
+8,6.179366491180367,3.0540008241724084,4.899491826179424,1.66542751822069,Iris-setosa
+9,6.179366488898936,3.0540000003065813,4.9018193610022935,1.6656985202858738,Iris-virginica
+10,6.179366489281435,3.0540000049627327,4.91903788373472,1.670682451310145,Iris-virginica
+11,6.179366501914811,3.0540023111514034,4.975757678446396,1.784573435471266,Iris-virginica
+12,6.179366489382494,3.0540000115070933,4.943842025431531,1.6810981007901704,Iris-virginica
+13,6.179366488745677,3.0540000000485357,4.899718625224852,1.665441031674331,Iris-virginica
+14,6.179366488923214,3.054000000189669,4.900839541015041,1.6655463512660549,Iris-virginica
+15,6.179366488795778,3.0540000001095353,4.899816371821342,1.6654527785683875,Iris-virginica
+16,5.108947716385884,3.1000228915810935,1.5100244113658103,0.2615308116745111,Iris-setosa
+17,6.179366495161544,3.054000033765795,4.899603029763381,1.6654573031255775,Iris-virginica
+18,6.179366489134093,3.05400000297556,4.910861414733734,1.668212685313839,Iris-virginica
+19,6.17936648893075,3.0540000005971644,4.90267886486659,1.665899114589804,Iris-virginica
+20,5.108947716465611,3.065845064070224,1.5100230960849583,0.2615308096545265,Iris-setosa
+21,6.179366489135462,3.0540000027809167,4.9134436635276515,1.6687282801307743,Iris-virginica
+22,6.179366490941899,3.0540000117815933,4.89967745625183,1.665478045838725,Iris-virginica
+23,5.108947716483478,3.0540006903499872,4.899491302662902,0.2615308084185393,Iris-setosa
diff --git a/iris/lct_gan/2/20/test.csv b/iris/lct_gan/2/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/20/train.csv b/iris/lct_gan/2/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/20/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
+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
+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/2/20/val.csv b/iris/lct_gan/2/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/21/synth.csv b/iris/lct_gan/2/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54095142dfae4610f89eb8fbf881a4490da83d6a
--- /dev/null
+++ b/iris/lct_gan/2/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488768715,3.0540000000958427,4.899877910008062,1.6654577107849924,Iris-virginica
+1,5.108947716757351,3.054065798284965,4.899491390248765,0.2615308086146014,Iris-setosa
+2,6.179366495540891,3.0540002297975266,4.8994928524263806,1.6654277712433663,Iris-versicolor
+3,5.108947716345103,3.064029338241758,1.5100228266493074,0.2615308090890946,Iris-setosa
+4,6.179366489343238,3.0540000011245763,4.899652073784918,1.66545334555768,Iris-virginica
+5,6.179366489548056,3.054000005299241,4.902141105987757,1.6662277996838284,Iris-virginica
+6,5.10894771683306,3.0540749934769837,4.899491423461872,0.26153080870209333,Iris-setosa
+7,6.179366491627306,3.054259808326043,1.5100235722210351,0.2615308335440644,Iris-setosa
+8,6.179366491516784,3.0540000221540353,4.901514256176045,1.6662270131298618,Iris-virginica
+9,5.108947716685471,3.090076996663326,1.510025518152698,0.26153081558935637,Iris-setosa
+10,6.179366490307642,3.0540000168033794,4.904120826284984,1.6672988400089024,Iris-virginica
+11,5.108947716398262,3.1036739423008703,1.5100245527770089,0.26153081184604965,Iris-setosa
+12,6.179366489039953,3.054000000804071,4.904332926709006,1.6661664117696107,Iris-virginica
+13,5.108947716441687,3.083093780057995,1.5100237466611808,0.26153081050970806,Iris-setosa
+14,5.108947716373805,3.054039414771984,4.899491319495269,0.261530808424735,Iris-setosa
+15,5.1089477170008655,3.0543635996235916,1.510022783552382,0.2615308122314958,Iris-setosa
+16,6.179366500809477,3.054002954862301,4.9794830730157225,1.8061468196779344,Iris-virginica
+17,6.179366491217519,3.0540000117133435,4.899492866185319,1.665427713214529,Iris-versicolor
+18,5.108947716306808,3.0541940472262614,1.510022409910755,0.2615308084504626,Iris-setosa
+19,6.179366493069968,3.054002369711935,4.899494224881027,1.665428182563208,Iris-setosa
+20,5.1089477165621675,3.0781681317995666,1.5100241517830415,0.2615308121939767,Iris-setosa
+21,5.108947716266121,3.071372128585066,1.5100230137227366,0.261530809409645,Iris-setosa
+22,6.179366489583015,3.0540000181414975,4.937184648526925,1.6804803258378893,Iris-virginica
+23,5.108947716407565,3.1224149416233717,1.5100255026807503,0.261530813046345,Iris-setosa
+24,6.179366490030113,3.054000056481957,4.959869485350818,1.701212001358072,Iris-virginica
+25,6.179366492094526,3.0541499105837895,1.5100238372329788,0.2615308713346641,Iris-setosa
+26,6.1793664905576415,3.0540000529438354,4.899491440771973,1.665427487786079,Iris-versicolor
+27,5.108947716388327,3.096482599554065,1.5100241946237114,0.2615308112796372,Iris-setosa
+28,5.108947716348067,3.0631755973330015,1.5100228142596266,0.26153080904534487,Iris-setosa
+29,5.108947716323254,3.0655666467769223,1.5100229376903846,0.2615308095025675,Iris-setosa
+30,6.179366494141373,3.054486211289906,1.5100242104589379,0.26153083735153876,Iris-setosa
+31,6.179366489249742,3.054000005818512,4.926605475843669,1.6734158144862359,Iris-virginica
+0,5.1089477164169175,3.106005094181736,1.5100248158831402,0.26153081215181023,Iris-setosa
+1,6.179366489784477,3.0540000578434463,5.044674166792254,1.735546781326657,Iris-virginica
+2,6.1793664892252345,3.0540000029722645,4.91417527632364,1.6687979075661135,Iris-virginica
+3,5.108947716359842,3.0996970293903434,1.5100243128622959,0.2615308112568357,Iris-setosa
+4,6.179366488885395,3.0540000001219574,4.900433332824035,1.6654993945639456,Iris-virginica
+5,6.179366490942075,3.0540000048445077,4.8994923357083255,1.6654275902523703,Iris-versicolor
+6,5.108947716493584,3.0541188731247515,1.510022421540859,0.2615308084999628,Iris-setosa
+7,6.179366499427757,3.057730910783201,1.5100448474645964,0.26153179805087573,Iris-setosa
+8,5.108947716287793,3.0556358012114235,1.5100224671847762,0.26153080851575194,Iris-setosa
+9,5.108947716560737,3.062868990488986,1.510022997225767,0.26153080949196345,Iris-setosa
+10,6.1793664887776245,3.0540000000346477,4.899712464651997,1.6654383095283174,Iris-virginica
+11,6.17936648897225,3.054000000307427,4.89960493169512,1.6654391276382436,Iris-virginica
+12,5.108947716375251,3.066579880010047,1.5100229407755024,0.26153080921765764,Iris-setosa
+13,5.108947716310066,3.0625151576954885,1.5100227178367625,0.2615308088837782,Iris-setosa
+14,6.179366521754467,3.0540052949989893,4.908981479111005,1.6794603050766228,Iris-virginica
+15,5.108947716379375,3.1092090241750814,1.5100247596803789,0.26153081212471946,Iris-setosa
+16,6.179366489364642,3.054000006104265,4.91436277109738,1.6695741162756397,Iris-virginica
+17,6.179366491120013,3.0540000030994974,4.899492068785337,1.6654275453757745,Iris-versicolor
+18,5.108947716295969,3.0556207395835795,1.5100224652830334,0.2615308085150538,Iris-setosa
+19,5.108947716304423,3.083208569969189,1.5100235391645824,0.26153081015129226,Iris-setosa
+20,5.108947716683953,3.0586565511453934,1.510022924973383,0.2615308096973864,Iris-setosa
+21,5.1089477162832795,3.065286692018119,1.510022808415162,0.26153080901712034,Iris-setosa
+22,6.179366513665514,3.05400223645029,4.903355399284704,1.6698548193346356,Iris-virginica
+23,5.108947716615963,3.0540299173033554,4.89949135855277,0.26153080855468214,Iris-setosa
+24,5.108947716267703,3.0705432978372578,1.5100229863706682,0.26153080927694433,Iris-setosa
+25,5.1089477165809445,3.0540278237329095,4.899491394509705,0.261530808860904,Iris-setosa
+26,5.108947716682161,3.0549542783738843,1.5100227306767409,0.26153081014693713,Iris-setosa
+27,6.179366488922395,3.0540000003994763,4.900529798201937,1.6655535851130088,Iris-virginica
+28,6.179366489209499,3.054000001938063,4.908972922867025,1.667266420058039,Iris-virginica
+29,6.1793664900568,3.0540000195698944,4.913650629892614,1.6708139174154326,Iris-virginica
+30,6.179366489002123,3.0540000004306553,4.902626874311005,1.6658105278596547,Iris-virginica
+31,5.108947716517506,3.068991254586907,1.510023450250743,0.26153081043790966,Iris-setosa
+0,5.108947716505571,3.0588962701905347,1.5100228315093092,0.2615308095013314,Iris-setosa
+1,5.1089477164322235,3.0671026625531366,1.5100230964125791,0.2615308095643382,Iris-setosa
+2,6.1793664917048865,3.0540000070251887,4.89950408609774,1.6654294360056967,Iris-versicolor
+3,6.179366491103654,3.0540000341492224,4.904343507889037,1.6677159702390882,Iris-virginica
+4,6.179366488852066,3.0540000000610736,4.899930006847384,1.6654524036294824,Iris-virginica
+5,5.108947716450605,3.133542057601723,1.510026279618865,0.2615308139625817,Iris-setosa
+6,6.179366488953644,3.0540000001328487,4.90050629032026,1.6655017257095042,Iris-virginica
+7,6.179366506241361,3.054009635178165,4.89952920789041,1.6654470689437555,Iris-setosa
+8,5.108947716510709,3.1207394294288227,1.5100263069487787,0.26153081525271,Iris-setosa
+9,5.108947716459773,3.055707795347781,1.5100225400121097,0.261530808716281,Iris-setosa
+10,6.179366490030597,3.0540000127780713,4.907459741817326,1.6681931887265582,Iris-virginica
+11,6.179366523422029,3.0543466248926094,1.5101009721801255,0.2615674677907936,Iris-setosa
+12,6.179366494652195,3.0540005175806093,4.8994944169617165,1.6654282834487253,Iris-versicolor
+13,5.108947716318863,3.054369817252811,1.5100224193753218,0.26153080845250504,Iris-setosa
+14,5.1089477163111905,3.07295055989514,1.5100231150664656,0.2615308095671293,Iris-setosa
+15,5.10894771641591,3.0992242885319836,1.5100244361443718,0.2615308116498424,Iris-setosa
+16,5.108947716256542,3.054598916868779,1.510022421376636,0.2615308084628661,Iris-setosa
+17,5.108947716796481,3.054771321538803,1.5100226352406654,0.26153080936410833,Iris-setosa
+18,5.108947716289377,3.0681575087792283,1.5100229428434997,0.2615308091786307,Iris-setosa
+19,6.179366490950214,3.054006467937838,4.899491951280297,0.261530823538493,Iris-setosa
+20,5.108947716311644,3.068564450943857,1.5100229264510028,0.261530809202794,Iris-setosa
+21,5.108947716282329,3.0620415185065006,1.5100226974458253,0.2615308088953987,Iris-setosa
+22,5.108947716545382,3.054074643082257,1.5100224393272796,0.2615308087059436,Iris-setosa
+23,6.179366509597399,3.0540016089730275,4.899554872023884,1.6654552144039654,Iris-versicolor
+24,5.108947716291439,3.0764514445079834,1.5100232468259258,0.26153080964299047,Iris-setosa
+25,5.108947716447533,3.0546167126294814,1.5100224608912831,0.2615308085284666,Iris-setosa
+26,5.108947716344281,3.0593763413785227,1.5100226137718449,0.26153080872957285,Iris-setosa
+27,5.108947716391036,3.0986158707703697,1.5100244474706226,0.261530811801481,Iris-setosa
+28,5.108947716451667,3.054121457259135,1.510022431694828,0.2615308085824599,Iris-setosa
+29,5.108947716416038,3.0739695598313292,1.5100233433345085,0.26153080985997806,Iris-setosa
+30,5.108947716433736,3.1095466934569185,1.5100250952263847,0.26153081278653173,Iris-setosa
+31,6.179366488927564,3.0540000001606975,4.900650552259819,1.6655215811821051,Iris-virginica
+0,6.179366506272371,3.0597812534447244,1.510062767894239,0.2615327142470902,Iris-setosa
+1,6.179366488886259,3.054000000370289,4.900664880314141,1.6655722064557235,Iris-virginica
+2,5.108947716546182,3.054005603170878,4.899491316174481,0.26153080844384935,Iris-setosa
+3,5.108947716355994,3.08528252238563,1.5100237616135161,0.26153081072232365,Iris-setosa
+4,6.179366488909407,3.0540000003705647,4.901596583447304,1.6656825901083192,Iris-virginica
+5,6.17936649185154,3.054000031054341,4.901059100207567,1.6661292742792109,Iris-virginica
+6,6.179366488998168,3.054000000308134,4.901716042167546,1.6656595998072714,Iris-virginica
+7,5.108947716353587,3.0824879767926894,1.5100235970522082,0.26153081032835457,Iris-setosa
+8,6.179366536523745,3.05402082163657,4.910940260998827,1.6862664119626674,Iris-virginica
+9,6.179366494578215,3.0540146768086815,4.899493986317998,0.2615309149531332,Iris-setosa
+10,6.1793664894935185,3.054000000406117,4.899493995027139,1.66542766385221,Iris-versicolor
+11,6.179366489719994,3.0540000099059514,4.912668938080427,1.6695210773852933,Iris-virginica
+12,6.179366488922397,3.0540000001653542,4.89956148470568,1.6654327902486683,Iris-virginica
+13,6.179366503199029,3.0540061348685263,5.050341880335604,1.9637967688858438,Iris-virginica
+14,5.108947716619505,3.054011314480173,4.899491330771872,0.261530808476416,Iris-setosa
+15,5.108947716515621,3.0909367827898393,1.5100244375278713,0.2615308120305257,Iris-setosa
+16,6.179366490199337,3.0540019167232773,4.899491390892901,0.26153080907997067,Iris-setosa
+17,5.108947716289542,3.060039554088629,1.5100226185021184,0.2615308087324621,Iris-setosa
+18,6.179366489476098,3.0540000067393778,4.902704834935276,1.6665474586517854,Iris-virginica
+19,6.17936650419318,3.0548458532478837,1.5100332946687893,0.2615313683928485,Iris-setosa
+20,6.179366489054441,3.054000000583296,4.903442328097096,1.6659417315508815,Iris-virginica
+21,6.179366496775583,3.054000962191566,4.943652412311255,1.7243666656246703,Iris-virginica
+22,5.108947716346057,3.070732740955543,1.5100231252930785,0.2615308095478984,Iris-setosa
+23,5.108947716296642,3.06210348641577,1.5100227366199268,0.2615308090244898,Iris-setosa
diff --git a/iris/lct_gan/2/21/test.csv b/iris/lct_gan/2/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/21/train.csv b/iris/lct_gan/2/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/21/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
+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
+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/2/21/val.csv b/iris/lct_gan/2/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/22/synth.csv b/iris/lct_gan/2/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46f62cbe239ae89fa81b63d22552ce5a28bb7e55
--- /dev/null
+++ b/iris/lct_gan/2/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489033503,3.054000000337116,4.899624292080478,1.6654405273126585,Iris-virginica
+1,6.179366493411356,3.0628268397855707,1.51003115492899,0.26153090843272453,Iris-setosa
+2,5.108947716998482,3.0565812097777885,1.5100230828461936,0.2615308111609148,Iris-setosa
+3,6.179366489482609,3.0540000194704127,4.970124952796387,1.692460748806977,Iris-virginica
+4,6.1793664888471636,3.054000000138967,4.899592072162794,1.6654354305002113,Iris-virginica
+5,6.17936649171824,3.0540130838704083,4.899492858003563,0.26153085992163577,Iris-setosa
+6,5.108947717007381,3.0613700686841026,1.510023826720104,0.26153081355196295,Iris-setosa
+7,6.179366489109202,3.0540000013768087,4.900330893962945,1.6655980544573623,Iris-virginica
+8,5.108947716703088,3.0540470032597287,4.89949142056715,0.26153080888335706,Iris-setosa
+9,6.179366488852794,3.0540000001997134,4.900680867088519,1.6655446839617973,Iris-virginica
+10,5.108947716515827,3.06625940699811,1.5100234070173881,0.26153081080365576,Iris-setosa
+11,6.179366489149019,3.054000001717667,4.90443581386225,1.6663795634083804,Iris-virginica
+12,5.108947716557503,3.0896197946709565,1.510024543404981,0.26153081250196,Iris-setosa
+13,5.108947717467985,3.0548251657339236,1.5100233716568368,0.2615308181262077,Iris-setosa
+14,5.108947716464598,3.0543788774072125,1.510022447951152,0.2615308085213034,Iris-setosa
+15,6.179366488850919,3.0540000000499368,4.8998556833449705,1.6654466431740744,Iris-virginica
+16,5.10894771657754,3.0804993351976013,1.510024302219393,0.2615308124117104,Iris-setosa
+17,5.108947716784266,3.0647015696761986,1.5100237978929663,0.2615308125297739,Iris-setosa
+18,5.108947716256137,3.0672188965549645,1.5100228536903586,0.2615308090994744,Iris-setosa
+19,6.179366489001459,3.0540000001823393,4.900834601789146,1.6655351960175708,Iris-virginica
+20,6.1793664952885266,3.054000983786037,4.969635397440157,1.76383012207229,Iris-virginica
+21,6.179366488927754,3.0540000000833087,4.900166668756897,1.6654690370327505,Iris-virginica
+22,6.179366488995332,3.054000000948796,4.904640435975824,1.6663034756167021,Iris-virginica
+23,6.1793664895960125,3.054000002528241,4.900739370582604,1.6656750927894917,Iris-virginica
+24,6.179366489138385,3.0540000023746687,4.909348038264613,1.667616137989508,Iris-virginica
+25,5.108947716464009,3.063182219704039,1.5100229637020632,0.26153080955491353,Iris-setosa
+26,6.179366489665683,3.0540000099215696,4.9074053237616795,1.668105250881765,Iris-virginica
+27,6.179366488835553,3.0540000001300562,4.899936794008189,1.665462396809989,Iris-virginica
+28,6.179366488951265,3.0540000004276284,4.902032034200641,1.6657465628583858,Iris-virginica
+29,6.179366489949556,3.0540030865887124,4.8994913800551805,0.2615308089266908,Iris-setosa
+30,6.179366489380279,3.0540000060236046,4.9161695737372435,1.6700073735895111,Iris-virginica
+31,5.108947716337307,3.0908939977812855,1.5100239216214388,0.26153081061988714,Iris-setosa
+0,6.179366490830378,3.0540213419854423,4.899491879112563,0.26153081591420246,Iris-setosa
+1,5.108947716572949,3.0564987744596492,1.5100226722128405,0.26153080907040704,Iris-setosa
+2,6.179366490391927,3.054000004199799,4.89963418152461,1.6654573035812017,Iris-virginica
+3,5.108947716989422,3.1204973373741005,1.5100307986366952,0.2615308319082124,Iris-setosa
+4,6.179366489170896,3.054000002502148,4.910408975779192,1.6678641755830963,Iris-virginica
+5,6.179366489321475,3.0540000111651464,4.93890368908598,1.6795378256822089,Iris-virginica
+6,6.179366490405472,3.0540000046441103,4.899699209889996,1.6654754704722128,Iris-virginica
+7,5.108947716807342,3.0540267329706894,4.899491370484084,0.26153080858665445,Iris-setosa
+8,5.1089477167299,3.0540200176414114,4.8994913842932375,0.26153080875319035,Iris-setosa
+9,6.1793664921065075,3.054031406364603,4.899493299493728,0.2615308659691682,Iris-setosa
+10,6.17936648889783,3.0540000003433097,4.901090910287975,1.6656166754942032,Iris-virginica
+11,6.179366489204653,3.0540000020226254,4.901615369507194,1.6658859256259773,Iris-virginica
+12,6.1793664890150355,3.0540000002832444,4.901685919436139,1.6656455719341134,Iris-virginica
+13,6.179366490989251,3.0540132282546315,4.899491687412837,0.2615308125493778,Iris-setosa
+14,6.179366508620346,3.054004465221271,4.921611870195469,1.7054323816910504,Iris-virginica
+15,5.108947716440018,3.132594186776308,1.5100263522521815,0.26153081435732956,Iris-setosa
+16,5.10894771647022,3.0626761126244726,1.5100231152664587,0.2615308102618522,Iris-setosa
+17,6.179366528366158,3.0541429712488446,4.9000926496446615,0.26184433280534564,Iris-setosa
+18,6.1793664910181505,3.0540000316953515,4.899491587682114,1.6654275136575745,Iris-versicolor
+19,5.108947716719406,3.058476953843486,1.51002296549035,0.2615308098169449,Iris-setosa
+20,6.179366489406028,3.0540000073390887,4.905890825194236,1.6676277281520193,Iris-virginica
+21,5.108947716737476,3.0671040140738577,1.510023929641274,0.2615308130532578,Iris-setosa
+22,5.10894771739637,3.0620456575890183,1.5100251037734342,0.261530823936614,Iris-setosa
+23,5.108947716481771,3.055566239047656,1.5100225527610682,0.2615308087280285,Iris-setosa
+24,5.108947716339616,3.0955842528268263,1.5100240977417478,0.2615308108915769,Iris-setosa
+25,5.108947716533467,3.0543291075962906,1.5100225061814518,0.26153080896997793,Iris-setosa
+26,5.108947716406814,3.1307819608954857,1.510025835583584,0.2615308138525537,Iris-setosa
+27,6.179366488974433,3.0540000004207113,4.899987731008815,1.6654856905089739,Iris-virginica
+28,6.17936648881605,3.054000000249758,4.900705943797317,1.6655677906859847,Iris-virginica
+29,6.179366488985418,3.054000000265984,4.901580919017264,1.6656355611626885,Iris-virginica
+30,6.179366489207832,3.054000002994394,4.9095252016043425,1.6677961484784405,Iris-virginica
+31,6.179366489243294,3.0540000018877125,4.90354942927476,1.666188702563221,Iris-virginica
+0,5.108947716404666,3.0749845076202225,1.5100234067125222,0.2615308100493802,Iris-setosa
+1,6.179366490457193,3.0540073039964124,4.899491846442643,0.26153081882511703,Iris-setosa
+2,6.179366495773328,3.0540000403115135,4.899547521047512,1.6654409495170002,Iris-versicolor
+3,5.108947716342486,3.094163644362874,1.5100240512856957,0.26153081085084073,Iris-setosa
+4,6.179366490634723,3.054000126451394,4.955944600381942,1.7108926414674634,Iris-virginica
+5,5.108947716394463,3.05529242066785,1.510022495602125,0.2615308086180732,Iris-setosa
+6,5.108947716498888,3.077112912074002,1.5100239379106635,0.2615308118881713,Iris-setosa
+7,6.179366537972341,3.058337585413117,1.5103546786230118,0.2616490080005939,Iris-setosa
+8,6.179366488887441,3.054000000097321,4.9002134242704365,1.6654767850659735,Iris-virginica
+9,5.108947716423299,3.1074616101122285,1.5100249273508597,0.26153081233495673,Iris-setosa
+10,6.179366488894772,3.0540000001449465,4.899598564747142,1.6654352655738025,Iris-virginica
+11,6.179366488877393,3.0540000001591374,4.900529855655248,1.665515515071349,Iris-virginica
+12,6.179366519620292,3.054118393446583,4.899604432777122,0.2615675412454281,Iris-setosa
+13,5.108947716528096,3.0897329231534623,1.5100244813391512,0.26153081218039503,Iris-setosa
+14,6.179366488909232,3.054000000097457,4.9001900070633715,1.6654733408941715,Iris-virginica
+15,5.108947716356133,3.0747195918498824,1.5100232858706744,0.26153080982969185,Iris-setosa
+16,6.179366489955339,3.0540000009657393,4.899493258717481,1.6654276427835728,Iris-versicolor
+17,6.179366489087408,3.054000000740588,4.90444379166474,1.6661314435857724,Iris-virginica
+18,6.179366488908183,3.0540000002907886,4.900815187748943,1.6655685200798218,Iris-virginica
+19,5.108947716277822,3.067480955537312,1.510022890410104,0.2615308091847936,Iris-setosa
+20,5.1089477164284425,3.0823694357876534,1.5100237070818165,0.2615308104107824,Iris-setosa
+21,6.179366489131311,3.0540000008062624,4.904726244644089,1.6661713544830967,Iris-virginica
+22,5.108947716493984,3.064312066073154,1.5100230966067212,0.26153080978112964,Iris-setosa
+23,5.108947716397274,3.1158749787370015,1.5100250523833143,0.2615308125658423,Iris-setosa
+24,6.179366491089217,3.054000042968801,4.901479604990368,1.6665663308490877,Iris-virginica
+25,6.179366488900781,3.054000000291315,4.900462283918296,1.6655305833544458,Iris-virginica
+26,6.179366540379685,3.0540219793736245,4.9033892744598555,1.6709536987965372,Iris-virginica
+27,6.1793664890593965,3.0540000006315933,4.903812165216092,1.66601775097981,Iris-virginica
+28,6.179366488920371,3.0540000001154675,4.9003460791268525,1.6654884027093162,Iris-virginica
+29,5.108947716505121,3.0574724664546937,1.5100226777126304,0.2615308089873128,Iris-setosa
+30,6.179366490421253,3.0540000024379284,4.899492269769919,1.6654275747208653,Iris-versicolor
+31,6.179366489094593,3.054000000597634,4.903691112264204,1.6659730029463713,Iris-virginica
+0,5.108947716347268,3.0747245890152404,1.5100233244971324,0.26153080996794636,Iris-setosa
+1,6.179366489187624,3.0540000026008305,4.907123810358912,1.6671097418113512,Iris-virginica
+2,5.108947716299936,3.065422352822258,1.5100228286444892,0.26153080908315485,Iris-setosa
+3,5.108947717279392,3.0576158431622695,1.5100234268502797,0.2615308126391303,Iris-setosa
+4,5.108947716285036,3.0644342334038885,1.5100228153161053,0.26153080911598187,Iris-setosa
+5,6.179366495657679,3.054000175343515,4.89960278366926,1.6654800853688523,Iris-virginica
+6,5.10894771695223,3.056018049848823,1.5100228089591796,0.26153080964971814,Iris-setosa
+7,5.108947716358271,3.096080237587711,1.5100241399628838,0.26153081124255273,Iris-setosa
+8,6.179366519730577,3.0557430149796247,1.5101377746906943,0.26156478155405266,Iris-setosa
+9,6.17936649043264,3.0540098772599626,4.899491557030248,0.2615308106430387,Iris-setosa
+10,5.10894771636761,3.107216040648624,1.5100246850280257,0.2615308121750746,Iris-setosa
+11,6.179366491928768,3.05400053552507,4.899493007158296,1.6654279366229099,Iris-versicolor
+12,5.108947716630377,3.054884586612239,1.5100227196770106,0.2615308102127923,Iris-setosa
+13,5.1089477163565356,3.07752657883905,1.5100233866523816,0.2615308099917557,Iris-setosa
+14,6.179366489205245,3.054000001488935,4.9075150783442565,1.6668270800397684,Iris-virginica
+15,6.179366490686058,3.0540000033735013,4.899492598501742,1.6654276216185906,Iris-versicolor
+16,6.179366488973192,3.0540000006946917,4.902430211044236,1.665864926077776,Iris-virginica
+17,5.108947716344778,3.083090312308581,1.510023629109945,0.26153081022854513,Iris-setosa
+18,6.179366488877024,3.0540000001789647,4.900597069090688,1.6655262274021132,Iris-virginica
+19,6.179366488779033,3.0540000000609013,4.899812177949551,1.6654473468315156,Iris-virginica
+20,6.179366498019315,3.0540002550148144,4.900695386458454,1.6662202563820028,Iris-virginica
+21,5.108947716348005,3.094926388242789,1.5100240318102816,0.261530810881891,Iris-setosa
+22,5.108947717204838,3.0549225258877377,1.5100229019634042,0.2615308111115405,Iris-setosa
+23,6.179366520562766,3.0540036238330086,4.900264786454869,1.666055932314854,Iris-virginica
diff --git a/iris/lct_gan/2/22/test.csv b/iris/lct_gan/2/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/22/train.csv b/iris/lct_gan/2/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/22/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
+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
+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/2/22/val.csv b/iris/lct_gan/2/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/23/synth.csv b/iris/lct_gan/2/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f28ac5e9a1eaf4906748d3c95fbb2e28f739bac
--- /dev/null
+++ b/iris/lct_gan/2/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771651615,3.0541991466335783,1.5100224415135401,0.2615308085401816,Iris-setosa
+1,6.17936649116242,3.054000075177201,4.922272794314724,1.6794874927536578,Iris-virginica
+2,6.179366489258604,3.0540000054610474,4.917731586192149,1.6706822987811756,Iris-virginica
+3,6.179366503246204,3.054000996929062,4.9028489807956985,1.6691426358834778,Iris-virginica
+4,6.17936648918087,3.0540000048885236,4.9215133600464425,1.67167979745741,Iris-virginica
+5,5.108947716299659,3.068584062885993,1.5100229426146503,0.2615308092112464,Iris-setosa
+6,5.1089477165597375,3.0588768043478693,1.5100228937750824,0.2615308096691454,Iris-setosa
+7,5.108947716461547,3.1406931171424763,1.5100269497222627,0.26153081524485006,Iris-setosa
+8,5.108947717319793,3.057421310308714,1.5100238037123255,0.26153081720856985,Iris-setosa
+9,5.108947716824204,3.0540076274353405,4.899491342388402,0.26153080855784483,Iris-setosa
+10,5.108947716590687,3.074627878410415,1.5100240900670874,0.2615308124256332,Iris-setosa
+11,5.108947716299888,3.0651268157298532,1.5100228218532696,0.2615308090408008,Iris-setosa
+12,6.179366488886018,3.054000000401293,4.901220182580758,1.6656497998209925,Iris-virginica
+13,6.179366488994172,3.0540000002254843,4.901120836915992,1.66557292965562,Iris-virginica
+14,6.1793665343175315,3.054061861447582,4.902028745878025,1.6692704184549394,Iris-setosa
+15,5.108947716593836,3.0541260439850975,1.510022442420624,0.2615308086159238,Iris-setosa
+16,6.179366489603233,3.054000001729093,4.899666762839981,1.6654578926969446,Iris-virginica
+17,5.108947718150222,3.0543144007526974,1.510022925273748,0.2615308126626892,Iris-setosa
+18,5.108947717271926,3.0542312355660775,1.510022716581866,0.26153081128458944,Iris-setosa
+19,5.108947716379667,3.0967148067520545,1.5100242146958547,0.2615308111472797,Iris-setosa
+20,6.179366490751564,3.054000081027593,4.923929949451173,1.6814540756720335,Iris-virginica
+21,6.179366489102362,3.0540000011341792,4.905794705415581,1.6664855733870918,Iris-virginica
+22,5.108947716497906,3.1085462236023242,1.5100253406816966,0.2615308133553893,Iris-setosa
+23,6.179366488853962,3.0540000001078824,4.90026704198584,1.6654854746705414,Iris-virginica
+24,5.108947716368025,3.0911691606384495,1.5100240070249185,0.26153081109623805,Iris-setosa
+25,6.179366496478856,3.054000290248137,4.90059177596022,1.6662969570424209,Iris-virginica
+26,6.179366489291905,3.054000000632571,4.899553763446144,1.665434614459711,Iris-virginica
+27,6.1793664892663225,3.054000004484327,4.917586302013593,1.6701610208327229,Iris-virginica
+28,5.108947716389749,3.1057560891669476,1.5100246924656349,0.26153081176311027,Iris-setosa
+29,6.179366489243265,3.054000001873179,4.9040042492195415,1.6662621178352843,Iris-virginica
+30,5.108947716419542,3.081279306740691,1.5100237154888356,0.2615308105634094,Iris-setosa
+31,6.179366496414712,3.05400174981798,4.899498409162,1.6654299177544287,Iris-setosa
+0,6.179366489091025,3.0540000005633345,4.899649082255549,1.665447617112263,Iris-virginica
+1,5.10894771792923,3.059168029694746,1.5100258800236002,0.2615308364414817,Iris-setosa
+2,5.108947716385159,3.1182214956134136,1.510025097242821,0.26153081238755654,Iris-setosa
+3,6.1793664891826054,3.054000003810295,4.90863612609141,1.6678119229918216,Iris-virginica
+4,6.179366512091019,3.0540048288509953,4.900775035506533,1.6668315638408941,Iris-virginica
+5,5.108947716504649,3.08690243789575,1.5100243250519336,0.2615308122913332,Iris-setosa
+6,6.179366489373847,3.0540003577330945,4.899491315302148,1.6654274753666711,Iris-setosa
+7,5.108947717974922,3.06960330430891,1.5100281380193878,0.2615308416799393,Iris-setosa
+8,6.179366490444149,3.054017719557176,4.899491601713,0.26153081107127024,Iris-setosa
+9,5.108947716401353,3.0540114712822533,4.89949131046707,0.26153080842378373,Iris-setosa
+10,6.179366494014743,3.072209984496855,1.510041985943017,0.26153107113381374,Iris-setosa
+11,6.179366489171366,3.0540000021987157,4.908795214697946,1.6673349367643728,Iris-virginica
+12,5.108947716392014,3.0644204533662336,1.5100229298883965,0.2615308093468356,Iris-setosa
+13,6.179366490809218,3.0540000032599015,4.89949269796851,1.6654276294228605,Iris-versicolor
+14,5.108947716315813,3.0578474422161825,1.5100225581059747,0.26153080865541506,Iris-setosa
+15,6.179366489092991,3.0540000009524806,4.905294617343337,1.6663366986896855,Iris-virginica
+16,5.1089477165739545,3.054063273641843,4.899491389711785,0.26153080866075745,Iris-setosa
+17,6.179366493695705,3.0558200061807206,1.5100287995053208,0.2615309566564253,Iris-setosa
+18,6.179366488846922,3.0540000002149976,4.900103648094014,1.6654880527771712,Iris-virginica
+19,5.108947716303666,3.0759757494619846,1.5100232336251693,0.2615308096867884,Iris-setosa
+20,6.179366490277704,3.0540001116479023,4.964794329939464,1.7172169232056822,Iris-virginica
+21,6.17936649251459,3.054427371136861,1.510024627778638,0.2615308804669679,Iris-setosa
+22,5.108947716996195,3.072656734943637,1.5100257015207754,0.2615308215821838,Iris-setosa
+23,6.179366488913015,3.0540000003099586,4.901448730675863,1.6656486081884194,Iris-virginica
+24,5.108947717423961,3.098812936819702,1.5100310144890015,0.2615308387904155,Iris-setosa
+25,5.1089477163583075,3.0622904905181025,1.510022790881318,0.26153080912110716,Iris-setosa
+26,5.10894771637833,3.0540412263940975,4.8994913186307265,0.2615308084239117,Iris-setosa
+27,5.108947716404962,3.0584240263923568,1.5100226535833343,0.26153080886364816,Iris-setosa
+28,5.108947716279106,3.0652927034277346,1.5100228038367214,0.26153080900202824,Iris-setosa
+29,5.108947717098595,3.0659197462557226,1.5100248003283745,0.26153081759642166,Iris-setosa
+30,6.1793664902712235,3.054000129540997,5.0308589829268096,1.75672220684874,Iris-virginica
+31,5.108947718872066,3.062744060550083,1.5100291287345597,0.26153086461861463,Iris-setosa
+0,6.179366489751957,3.054000073743963,4.899491319043681,1.6654274756180192,Iris-versicolor
+1,6.179366488860147,3.054000000102927,4.900181791435445,1.6654762419873939,Iris-virginica
+2,5.10894771631203,3.089428601578849,1.510023790034766,0.2615308104999365,Iris-setosa
+3,6.179366510776473,3.0540086671213884,4.899990555552288,1.6658778956282727,Iris-virginica
+4,6.1793664891431686,3.054000000507044,4.899686768268211,1.665449156698361,Iris-virginica
+5,6.179366488894646,3.0540000004007384,4.900740933840272,1.6655854849513023,Iris-virginica
+6,6.179366488919586,3.0540000002266083,4.900908322789054,1.6655619999251936,Iris-virginica
+7,6.179366488976247,3.054000000915719,4.904100297474688,1.6662122367840007,Iris-virginica
+8,6.1793664889557,3.0540000001400975,4.900526152164069,1.665504109898643,Iris-virginica
+9,5.108947716711227,3.0731845605345627,1.5100241686850988,0.26153081242058834,Iris-setosa
+10,5.108947716297707,3.0624694659916853,1.5100227140824252,0.2615308089241959,Iris-setosa
+11,6.17936648939446,3.05400001540677,4.945156372690939,1.6831489416899965,Iris-virginica
+12,6.179366492370064,3.0540318440938856,4.899494506872017,0.26153094793214693,Iris-setosa
+13,6.179366489511561,3.054000004922647,4.901449694679873,1.6660094539034722,Iris-virginica
+14,6.1793664890290465,3.054000000239597,4.901383989393823,1.6655980616199024,Iris-virginica
+15,6.179366492035302,3.0540000372873224,4.900769828946869,1.666041790809653,Iris-virginica
+16,6.1793664902290075,3.0540001637914,5.1033735837006065,1.8054761359335454,Iris-virginica
+17,6.1793664896256795,3.0540000044176008,4.900775669544848,1.6657813079584107,Iris-virginica
+18,6.179366491187232,3.054000018710803,4.899492021179095,1.6654275832210363,Iris-versicolor
+19,6.179366491155569,3.0540000508298166,4.918005862822875,1.6744118784113633,Iris-virginica
+20,6.179366489141725,3.0540000003275303,4.899539033517887,1.6654316018249804,Iris-virginica
+21,6.179366489802332,3.054000237947851,4.899491380614256,1.6654274784098828,Iris-versicolor
+22,6.1793664905765535,3.0540000024087997,4.8994936146382715,1.6654277287569803,Iris-versicolor
+23,6.179366494446881,3.054000604087265,4.924339758049613,1.6964251007004834,Iris-virginica
+24,6.179366489157736,3.0540000015193094,4.908436656015481,1.6670741680997394,Iris-virginica
+25,5.108947716348408,3.05581774324884,1.510022503596655,0.26153080860134764,Iris-setosa
+26,5.108947716425498,3.0633778730560124,1.510022901796818,0.26153080927213795,Iris-setosa
+27,6.17936648920481,3.054000002174891,4.910137675777103,1.6676414365911794,Iris-virginica
+28,5.1089477162848,3.055791791676378,1.5100224738258132,0.26153080853230104,Iris-setosa
+29,6.179366489033031,3.0540000010637165,4.902868464502926,1.6660097547301593,Iris-virginica
+30,6.179366489234674,3.054000000741852,4.8998118067015035,1.665468070131248,Iris-virginica
+31,6.179366488927564,3.0540000000647534,4.899984111157148,1.6654539680136455,Iris-virginica
+0,6.179366488893795,3.0540000003160945,4.901000520109068,1.6655981241073303,Iris-virginica
+1,6.179366494117675,3.054000130796517,4.899501027099816,1.6654302019141907,Iris-versicolor
+2,6.179366489170086,3.0540000013761994,4.906614108823614,1.6666528832903813,Iris-virginica
+3,5.108947716894874,3.054000465513227,4.899491318700301,1.665427475370132,Iris-setosa
+4,5.1089477163509365,3.0833859113825794,1.5100236693289475,0.26153081028765324,Iris-setosa
+5,5.108947716269308,3.0654394033951657,1.5100228086771186,0.26153080911689164,Iris-setosa
+6,5.108947716483326,3.138688996248124,1.5100268850702732,0.2615308155808092,Iris-setosa
+7,5.108947716308678,3.0548666984828636,1.5100224432232539,0.26153080848373705,Iris-setosa
+8,5.108947717112635,3.059676331083714,1.5100234211802528,0.2615308115388975,Iris-setosa
+9,5.10894771640828,3.0579618747270194,1.5100227203525318,0.26153080920116606,Iris-setosa
+10,5.108947716486158,3.12698314283694,1.5100262998580443,0.26153081475567197,Iris-setosa
+11,5.108947716343609,3.0570644160672225,1.510022573762575,0.26153080877562473,Iris-setosa
+12,5.108947716336869,3.089221122621806,1.5100238588595583,0.2615308105958086,Iris-setosa
+13,6.179366489344069,3.0540000068342357,4.911661454812904,1.6690847348263604,Iris-virginica
+14,6.1793664889289035,3.0540000001128456,4.90036272856849,1.6654890520152488,Iris-virginica
+15,6.179366489017926,3.0540000004758623,4.902759600251236,1.6658286220674512,Iris-virginica
+16,5.108947716323484,3.0805969698916393,1.5100234742461351,0.26153081001283646,Iris-setosa
+17,5.108947716384419,3.0540840425066453,1.5100224076737678,0.2615308084557481,Iris-setosa
+18,6.179366488948924,3.0540000004006282,4.900453962275334,1.6655390479475594,Iris-virginica
+19,5.108947716313524,3.062491429209596,1.5100227347269923,0.2615308089231511,Iris-setosa
+20,5.108947717695357,3.0614151405719703,1.5100255242178104,0.261530829407865,Iris-setosa
+21,5.108947716288621,3.0671021409418042,1.5100228786189527,0.26153080917140387,Iris-setosa
+22,5.108947716621883,3.078376533235911,1.5100245259616065,0.2615308136774146,Iris-setosa
+23,6.179366489166186,3.054000001380137,4.90744271296888,1.6668102967552494,Iris-virginica
diff --git a/iris/lct_gan/2/23/test.csv b/iris/lct_gan/2/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/23/train.csv b/iris/lct_gan/2/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/23/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
+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
+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/2/23/val.csv b/iris/lct_gan/2/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/24/synth.csv b/iris/lct_gan/2/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18971c23ff258fce7fb9fd55ec7663ab0fa4b03b
--- /dev/null
+++ b/iris/lct_gan/2/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716348512,3.0880389774720096,1.5100238468918687,0.26153081055989813,Iris-setosa
+1,6.179366489826678,3.054000068475486,4.999256898353366,1.7258700498740627,Iris-virginica
+2,5.108947716523406,3.057509534264962,1.5100227571865021,0.2615308093781459,Iris-setosa
+3,5.108947716316469,3.0612799643511988,1.5100226814982745,0.2615308088501257,Iris-setosa
+4,5.10894771640058,3.0945135876101397,1.5100242816613447,0.26153081159861025,Iris-setosa
+5,5.108947716501799,3.0972139211809337,1.5100248103765486,0.2615308126161604,Iris-setosa
+6,5.108947716486417,3.1091142197054955,1.5100253299195678,0.26153081323508187,Iris-setosa
+7,5.108947717358508,3.054976036026218,1.5100231495011665,0.261530813937815,Iris-setosa
+8,6.1793664890734386,3.0540000007833488,4.904366186312978,1.666142393096025,Iris-virginica
+9,6.179366490608598,3.054003930494033,4.899491484576815,0.2615308104311692,Iris-setosa
+10,6.1793664889410165,3.0540000000871905,4.900156916252925,1.6654678840772574,Iris-virginica
+11,5.108947716483402,3.054631061116832,1.5100225759605883,0.26153080930160105,Iris-setosa
+12,6.179366489493238,3.0540000233875895,4.957427430450349,1.6912580554368655,Iris-virginica
+13,5.10894771631539,3.0840659895257683,1.5100235650399814,0.26153081019954105,Iris-setosa
+14,5.108947716366634,3.098677652734859,1.5100242414726486,0.26153081134376294,Iris-setosa
+15,6.179366489545994,3.054000008744422,4.911146978790285,1.6691612578761739,Iris-virginica
+16,6.179366488953082,3.054000000148288,4.900627486612294,1.6655158447138785,Iris-virginica
+17,5.108947716377842,3.112654048078006,1.5100249333197513,0.2615308120618676,Iris-setosa
+18,5.108947716555396,3.0544326508920006,1.5100224847921235,0.26153080867035966,Iris-setosa
+19,5.108947716369765,3.0610413279715547,1.5100227575942153,0.26153080899888337,Iris-setosa
+20,6.1793664892660995,3.054000001441024,4.900323227561304,1.6655766825972642,Iris-virginica
+21,5.108947716959347,3.088040059332551,1.510026120053538,0.2615308179844579,Iris-setosa
+22,6.179366497180106,3.054295322194372,1.5100262878942556,0.26153096588655517,Iris-setosa
+23,6.179366488891314,3.054000000455524,4.90207759780227,1.6657833794109091,Iris-virginica
+24,5.108947716296456,3.070257387210787,1.5100230074593814,0.2615308093122188,Iris-setosa
+25,5.108947716519128,3.0957715467132325,1.510024686739596,0.2615308122044239,Iris-setosa
+26,5.108947716280471,3.0612179143364417,1.5100226773525025,0.2615308088755355,Iris-setosa
+27,6.1793664889283315,3.0540000001185317,4.900344365298521,1.6654874214349404,Iris-virginica
+28,6.179366488945403,3.0540000001377106,4.900534076226218,1.665505809638247,Iris-virginica
+29,5.1089477169178545,3.054161465585372,1.5100224962582922,0.26153080893839575,Iris-setosa
+30,5.10894771651914,3.105093410947466,1.510025206494261,0.26153081371143344,Iris-setosa
+31,6.179366488907459,3.0540000002547782,4.899900797359791,1.6654670886497704,Iris-virginica
+0,6.179366494704105,3.0589126156221966,1.510029438818456,0.26153089445597066,Iris-setosa
+1,5.108947716389941,3.0573097207003825,1.5100226003635435,0.2615308087733223,Iris-setosa
+2,5.108947716333923,3.0700643926276885,1.5100230503478116,0.26153080938026757,Iris-setosa
+3,6.179366488886312,3.0540000001350416,4.900529014374635,1.665511118775563,Iris-virginica
+4,6.179366488960526,3.054000000318084,4.901942112539799,1.665699155024576,Iris-virginica
+5,6.1793664887648125,3.0540000000837373,4.899885224801307,1.665456784794084,Iris-virginica
+6,6.179366491784273,3.054000024007097,4.89954128612062,1.665440739011442,Iris-virginica
+7,6.179366489141892,3.054000000612562,4.903563852009792,1.6659284710636109,Iris-virginica
+8,5.108947716557146,3.076813228654478,1.5100239376436058,0.26153081161436575,Iris-setosa
+9,6.179366488941716,3.054000000160647,4.900730066566206,1.6655286835225274,Iris-virginica
+10,6.179366518864816,3.054644061856692,1.5101918415193356,0.26166478063755133,Iris-setosa
+11,6.179366488844258,3.0540000001995598,4.900751528601953,1.6655526950972965,Iris-virginica
+12,6.179366488937151,3.0540000004136156,4.90223902206174,1.6657663256831474,Iris-virginica
+13,5.108947716344498,3.062965045054867,1.5100227967720177,0.2615308091117707,Iris-setosa
+14,6.179366489151801,3.0540000026054526,4.90329259695417,1.6663596753028895,Iris-virginica
+15,5.108947716367252,3.0556332306858236,1.5100224914314602,0.2615308085741074,Iris-setosa
+16,6.179366492087195,3.054000416051584,4.899492517077396,1.6654277586834065,Iris-versicolor
+17,5.108947716358875,3.0968119262744063,1.5100241784372088,0.26153081114438215,Iris-setosa
+18,6.1793664888420095,3.054000000133614,4.900410533533182,1.665504904437185,Iris-virginica
+19,5.108947716438443,3.1201599707556293,1.5100256163519465,0.26153081321386806,Iris-setosa
+20,5.108947716314489,3.0751898003174216,1.51002325447068,0.2615308097775398,Iris-setosa
+21,6.179366510227633,3.0540822893570208,4.899682179930102,0.261607985066137,Iris-setosa
+22,6.179366489986647,3.054000059248041,4.899491323754772,1.6654274758070065,Iris-versicolor
+23,6.179366489044881,3.0540000010253454,4.905806611930134,1.666504325681942,Iris-virginica
+24,6.179366492919657,3.0540001674547494,4.9099052775285426,1.6737195445256223,Iris-virginica
+25,5.108947716528102,3.0540009584795524,4.899491304435983,0.26153080842125986,Iris-setosa
+26,6.179366489681285,3.0540000018955524,4.899741742829517,1.6654717628157927,Iris-virginica
+27,6.179366492648298,3.0540050296689842,4.899492860268348,0.2615308852354633,Iris-setosa
+28,6.179366489854311,3.0540000072379136,4.902694449370086,1.6663795083511321,Iris-virginica
+29,5.108947716716133,3.068556871480421,1.5100243919936185,0.2615308154195366,Iris-setosa
+30,6.179366489242884,3.0540000033578245,4.915512723722102,1.669209461108795,Iris-virginica
+31,6.179366492107213,3.0578310537193873,1.5100276177564127,0.26153088500120714,Iris-setosa
+0,6.179366489227082,3.054000002173042,4.910280170147988,1.6676116316556937,Iris-virginica
+1,5.108947716359796,3.077025107499705,1.5100234508519732,0.2615308101837531,Iris-setosa
+2,6.1793664908778965,3.054008911570888,4.899492038048095,0.2615308257544008,Iris-setosa
+3,5.108947716667833,3.0540057980012225,4.899491325291777,0.2615308084689484,Iris-setosa
+4,6.179366511176661,3.054006919461814,4.950327711521904,1.7699713070569363,Iris-virginica
+5,5.108947716381413,3.0623812999922517,1.5100227886231044,0.26153080905308546,Iris-setosa
+6,6.1793664889519055,3.05400000045112,4.902397549814535,1.6657951118301346,Iris-virginica
+7,5.108947716383371,3.1079103632889415,1.5100247454831068,0.2615308119157096,Iris-setosa
+8,6.179366497328331,3.05400086238619,4.937383963830672,1.7116862978189713,Iris-virginica
+9,6.179366488901031,3.0540000004303596,4.901734860276221,1.6657253988266554,Iris-virginica
+10,6.179366489895249,3.05400001451861,4.914907337802622,1.670889127655748,Iris-virginica
+11,6.179366490281827,3.054000018864101,4.904768441169074,1.6676665471825438,Iris-virginica
+12,5.108947716321919,3.0780340277798675,1.510023356304215,0.26153080981873056,Iris-setosa
+13,6.179366489119898,3.0540000011879975,4.906421742634519,1.6665942080671783,Iris-virginica
+14,5.108947716420939,3.0549650625674394,1.5100224878194912,0.26153080860440897,Iris-setosa
+15,6.179366497478365,3.0556242317835247,1.5100364674017088,0.2615314922428075,Iris-setosa
+16,5.108947716605588,3.063206749925868,1.510023317452008,0.26153081078775886,Iris-setosa
+17,5.108947716378264,3.0798931536030887,1.5100235777911404,0.2615308103011166,Iris-setosa
+18,6.1793664987234935,3.054000457850573,4.9082008699758175,1.6732179860443481,Iris-virginica
+19,6.179366503835783,3.0540004991328056,4.900060665640967,1.6658011319069137,Iris-virginica
+20,5.108947716435012,3.054007296860291,4.899491309312034,0.26153080842309095,Iris-setosa
+21,5.108947716371942,3.0605627294501296,1.5100227161636004,0.26153080894243785,Iris-setosa
+22,6.1793664889618665,3.054000000204591,4.899546680603539,1.6654320028240772,Iris-virginica
+23,6.179366489254388,3.054000003708283,4.918098860580842,1.670031881813796,Iris-virginica
+24,6.179366488929485,3.054000000210304,4.901005537014183,1.6655687189996207,Iris-virginica
+25,6.1793664943580415,3.054000326139023,4.910586858262395,1.6763209399637191,Iris-virginica
+26,5.108947716930861,3.069703844893241,1.510024530284142,0.2615308148015256,Iris-setosa
+27,5.108947716475311,3.074053880557097,1.5100235113149563,0.2615308102516545,Iris-setosa
+28,6.179366489025958,3.05400000052465,4.900181416279009,1.665511891335812,Iris-virginica
+29,6.179366488942097,3.0540000002815804,4.901647153889948,1.6656593980326524,Iris-virginica
+30,5.108947716716852,3.0543762218330053,1.5100225948316965,0.26153080965377273,Iris-setosa
+31,6.179366488906729,3.0540000000963143,4.900212936356994,1.6654751918532236,Iris-virginica
+0,5.1089477164255825,3.076739889135187,1.510023561073023,0.2615308105482159,Iris-setosa
+1,5.1089477165252655,3.0734885585169605,1.5100236082059215,0.2615308106124383,Iris-setosa
+2,5.108947716363774,3.0548815882526528,1.5100224683676946,0.2615308085721534,Iris-setosa
+3,5.108947716340608,3.0829108007344623,1.5100235981511458,0.26153081031421704,Iris-setosa
+4,6.179366491561695,3.054000194513035,4.9471455829461455,1.7075386354682027,Iris-virginica
+5,5.108947716406396,3.055193021007689,1.510022495749057,0.26153080859479255,Iris-setosa
+6,6.179366489530297,3.054000007459797,4.905832106738786,1.6674280430573698,Iris-virginica
+7,6.179366488887359,3.0540000002667678,4.900640626907368,1.6655480208133855,Iris-virginica
+8,6.179366544609201,3.054025939620756,4.914421589216736,1.6934561104463148,Iris-virginica
+9,6.179366494963634,3.0540000687505686,4.899526944484648,1.6654376116211407,Iris-versicolor
+10,6.179366491925351,3.0540000522057955,4.899491509605638,1.6654274954376571,Iris-versicolor
+11,6.179366489418735,3.054000009566574,4.941076058930465,1.6788471353572871,Iris-virginica
+12,5.108947716431832,3.1106846304363773,1.5100250319714976,0.2615308124087222,Iris-setosa
+13,6.179366489294313,3.054000004361881,4.918458546442535,1.670280774018227,Iris-virginica
+14,5.108947717008123,3.0540069629066284,4.899491361169933,0.26153080866596273,Iris-setosa
+15,5.108947716367881,3.0993938798313168,1.5100242544664602,0.26153081134527784,Iris-setosa
+16,6.179366490324664,3.0540001060825843,5.018804199750278,1.741106392111517,Iris-virginica
+17,5.108947717400339,3.077310213170416,1.510027108785881,0.2615308252517112,Iris-setosa
+18,6.179366492004783,3.0540009120774685,5.217216434390077,2.0097613721604115,Iris-virginica
+19,6.179366489332628,3.0540000019506235,4.90065678457603,1.6656587454513232,Iris-virginica
+20,6.179366491026212,3.0540004287731675,5.1273230749698895,1.8857675811449899,Iris-virginica
+21,5.108947716715479,3.0586149731680017,1.510023156185963,0.26153081101365977,Iris-setosa
+22,6.1793664902251315,3.05400004993727,4.899491337855248,1.6654274765276462,Iris-versicolor
+23,5.108947716290388,3.0765606158279732,1.5100232656312949,0.2615308097029213,Iris-setosa
diff --git a/iris/lct_gan/2/24/test.csv b/iris/lct_gan/2/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/24/train.csv b/iris/lct_gan/2/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/24/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
+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
+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/2/24/val.csv b/iris/lct_gan/2/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/25/synth.csv b/iris/lct_gan/2/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cab45b927b202b887bf3ef0e520d821d98a5f49
--- /dev/null
+++ b/iris/lct_gan/2/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716360775,3.0913822646263434,1.5100239295378517,0.26153081081682134,Iris-setosa
+1,6.179366489038856,3.0540000010628363,4.904927679466888,1.6663502535802976,Iris-virginica
+2,6.179366489094964,3.0540000013377333,4.902525725608941,1.6659751483947915,Iris-virginica
+3,6.1793664891864255,3.0540000023577623,4.905229088130186,1.666661452135414,Iris-virginica
+4,6.179366513336384,3.0540035646443915,4.903824628285159,1.6710788761405764,Iris-virginica
+5,6.179366489341073,3.0540000107656757,4.946035531840715,1.6815500857250882,Iris-virginica
+6,5.108947716402243,3.064764964772031,1.5100229155865519,0.2615308092370415,Iris-setosa
+7,5.108947716380534,3.0748047674386676,1.5100233767435376,0.2615308100010284,Iris-setosa
+8,5.108947716583715,3.0541284008075205,1.5100224482459157,0.2615308087088814,Iris-setosa
+9,6.179366488881186,3.0540000002234415,4.900514925709105,1.6655265598229945,Iris-virginica
+10,6.17936648918635,3.0540000004749075,4.899710371832123,1.6654493448408947,Iris-virginica
+11,5.108947717688691,3.054350838332916,1.5100229335819957,0.2615308131948766,Iris-setosa
+12,6.179366497041531,3.0540006711628664,4.899518141914487,1.6654384973378948,Iris-versicolor
+13,6.179366489080368,3.054000000614371,4.903769942895743,1.665997696988869,Iris-virginica
+14,5.108947716319857,3.0543613308054725,1.51002242943944,0.2615308085013843,Iris-setosa
+15,6.17936649088966,3.054023083892413,4.899491649437371,0.26153081150030666,Iris-setosa
+16,6.179366488913443,3.0540000004308787,4.900038668937682,1.665499705854059,Iris-virginica
+17,5.108947716351614,3.0780838030242412,1.5100234735151772,0.2615308100615934,Iris-setosa
+18,6.1793664896602545,3.0540031130817007,4.899491392534286,0.26153080913610716,Iris-setosa
+19,5.108947716296197,3.065600103153174,1.5100228058709115,0.2615308090005266,Iris-setosa
+20,5.10894771639878,3.1214793318840925,1.5100253754424182,0.26153081277461787,Iris-setosa
+21,5.108947716499396,3.0582296549324313,1.5100227836826103,0.26153080932152173,Iris-setosa
+22,6.179366488936708,3.0540000001167487,4.900358552846278,1.6654882291133026,Iris-virginica
+23,5.108947716712322,3.0542448745100805,1.5100224631237162,0.2615308086065797,Iris-setosa
+24,6.179366503993114,3.054004171100341,4.906680553772177,1.6778166243549808,Iris-virginica
+25,6.179366491706299,3.054000173903018,4.932531118010567,1.6932621882142351,Iris-virginica
+26,6.179366488764738,3.054000000076596,4.899865195116642,1.6654544087042231,Iris-virginica
+27,6.179366490411499,3.0540000124227142,4.900959678036097,1.665948374360824,Iris-virginica
+28,5.108947716591206,3.0540075004873715,4.89949133665803,0.2615308085520528,Iris-setosa
+29,6.179366505439903,3.054001677387094,4.902615125304507,1.6690705688002923,Iris-virginica
+30,5.10894771640068,3.0552142764682477,1.5100224924203867,0.26153080858321454,Iris-setosa
+31,6.179366489149814,3.054000001294004,4.905870305373233,1.6665012418642908,Iris-virginica
+0,5.108947716521457,3.0977663816379377,1.5100248437431685,0.2615308129860707,Iris-setosa
+1,5.108947716628023,3.0541685001189136,1.510022480315261,0.26153080883291047,Iris-setosa
+2,6.179366493556819,3.054176004595689,1.5100254488052927,0.26153102776970605,Iris-setosa
+3,5.108947716610704,3.0592035379032296,1.510022958543047,0.2615308098856286,Iris-setosa
+4,6.179366493452336,3.054000088228831,4.899526266147192,1.6654390359773246,Iris-versicolor
+5,5.108947716367982,3.0902609612527088,1.5100238894409757,0.26153081077644835,Iris-setosa
+6,6.179366488836094,3.0540000001776946,4.900261669368522,1.665499065698845,Iris-virginica
+7,6.179366491257507,3.0540000094094237,4.900223866262985,1.6656193155657268,Iris-virginica
+8,6.179366528124694,3.0540907877529215,4.9005817926659105,0.26220250516374694,Iris-setosa
+9,6.1793664889301425,3.054000000074333,4.900077066655665,1.6654611985501548,Iris-virginica
+10,5.108947716469001,3.05997767150467,1.5100228368541657,0.2615308093081686,Iris-setosa
+11,5.108947716508986,3.111221548807568,1.5100253428011552,0.26153081314848525,Iris-setosa
+12,5.108947717171311,3.0567459962961903,1.5100236265947007,0.26153081602094963,Iris-setosa
+13,5.108947716323851,3.0574031786802207,1.5100225446185813,0.2615308086628277,Iris-setosa
+14,6.1793664895294524,3.054000015093512,4.960724265536841,1.6868811803813606,Iris-virginica
+15,6.17936649056177,3.054000006167767,4.899534210059679,1.6654357669125839,Iris-virginica
+16,6.179366489656006,3.0540000017453957,4.899652751230772,1.6654554348400605,Iris-virginica
+17,6.17936649057918,3.0540000196336017,4.904403948771274,1.667393361681012,Iris-virginica
+18,5.108947717355121,3.054504083018308,1.5100227784341496,0.2615308106733569,Iris-setosa
+19,5.108947716443358,3.088520163926203,1.5100240090453556,0.2615308109501965,Iris-setosa
+20,5.108947716319247,3.063984303381855,1.5100227978916099,0.26153080902412273,Iris-setosa
+21,6.179366489573197,3.0540000259826785,4.984099905327957,1.699796235621433,Iris-virginica
+22,5.108947716481349,3.129549689540605,1.5100263520477373,0.26153081453417465,Iris-setosa
+23,6.179366489912996,3.0540000007160986,4.899492519029682,1.6654275633853897,Iris-versicolor
+24,6.179366492913284,3.05400007154656,4.899493875352399,1.6654279866190553,Iris-versicolor
+25,6.179366493548956,3.0540225785547075,4.899492880490823,0.2615308436461544,Iris-setosa
+26,6.179366515115681,3.0540067123838006,4.926896053580913,1.717288646079108,Iris-virginica
+27,6.179366489333326,3.054000009627712,4.9259519714090345,1.6744999912158565,Iris-virginica
+28,5.108947716336186,3.0542172243803454,1.510022409112226,0.2615308084357337,Iris-setosa
+29,5.108947716284577,3.0877102560784,1.5100236153973776,0.26153081019335783,Iris-setosa
+30,5.108947716493985,3.0560017806867195,1.5100225988444649,0.2615308088922852,Iris-setosa
+31,6.179366497765405,3.0540002811502305,4.9000346068030085,1.6657542075063314,Iris-virginica
+0,5.108947716818989,3.0608385572007517,1.5100233373375107,0.26153081101241565,Iris-setosa
+1,5.108947716638835,3.0549679334421573,1.5100225672257481,0.2615308088911426,Iris-setosa
+2,5.108947716347494,3.079028169072277,1.5100234173048142,0.2615308100806841,Iris-setosa
+3,6.179366490046064,3.0540000158176523,4.899491323158816,1.6654274758431782,Iris-versicolor
+4,5.108947716733255,3.054009765316086,4.899491345785992,0.26153080856946986,Iris-setosa
+5,6.179366494644241,3.05400020017202,4.899493802397596,1.6654280597323052,Iris-versicolor
+6,6.179366504028512,3.05400569798429,4.89952535565757,1.6654440725262998,Iris-setosa
+7,6.179366492117104,3.0549987498653746,1.5100246530977164,0.2615308462826414,Iris-setosa
+8,6.179366489116309,3.0540000010229895,4.901747930513433,1.6657803844240497,Iris-virginica
+9,5.108947716419945,3.054153493844355,1.5100224208857016,0.26153080849645816,Iris-setosa
+10,6.1793664894518745,3.0540000017917555,4.900778755706073,1.6656507731107926,Iris-virginica
+11,6.1793664912116,3.054095228391991,1.5100229319391902,0.26153082049354903,Iris-setosa
+12,6.179366489235878,3.054000005234277,4.924056334226575,1.6724681715757344,Iris-virginica
+13,6.179366489064739,3.0540000014074544,4.903961772072266,1.666258959639369,Iris-virginica
+14,6.179366489394949,3.0540000095154194,4.944384747377427,1.6800707488504212,Iris-virginica
+15,6.179366489078916,3.054000000506437,4.903334206048372,1.6658986412504055,Iris-virginica
+16,6.179366489014846,3.0540000002308263,4.901258413654829,1.6655852016486237,Iris-virginica
+17,6.1793664898183165,3.0540000085779404,4.909062127143169,1.6681659362043197,Iris-virginica
+18,5.108947716386283,3.0982121886765692,1.5100242708730103,0.2615308113782461,Iris-setosa
+19,5.108947716382544,3.075908078441156,1.510023458684068,0.2615308103663979,Iris-setosa
+20,6.17936649205595,3.054000002807939,4.89949253542039,1.6654275797649856,Iris-versicolor
+21,6.179366488917916,3.0540000002760155,4.899668030733406,1.6654461147710553,Iris-virginica
+22,6.179366513036297,3.054027805907541,4.899515760889133,0.2615345676154887,Iris-setosa
+23,6.179366489274797,3.0540000016550435,4.901108547183953,1.6657245594585137,Iris-virginica
+24,5.1089477165589035,3.069301706704588,1.5100235935105417,0.2615308112550133,Iris-setosa
+25,6.179366489241047,3.054000005727037,4.924534544312832,1.6727428893000944,Iris-virginica
+26,6.179366489200981,3.0540000019570894,4.9036908242159765,1.6662608827686602,Iris-virginica
+27,5.108947716560803,3.060702500760857,1.5100231237416928,0.2615308103546174,Iris-setosa
+28,6.179366501628251,3.0540022297166467,4.980708887460122,1.7906028028551275,Iris-virginica
+29,6.179366489519818,3.054000031838042,4.974111346419222,1.700776453662672,Iris-virginica
+30,5.108947716416252,3.105461192014372,1.5100248812170771,0.26153081279541895,Iris-setosa
+31,6.179366489423056,3.054000002570103,4.900392642591955,1.6656366154452695,Iris-virginica
+0,6.1793664892050515,3.054000002076115,4.909357349609239,1.6674199639159732,Iris-virginica
+1,6.179366491068374,3.054000006214874,4.899494589293975,1.6654279394548794,Iris-versicolor
+2,5.108947716466706,3.054046497782099,4.899491332994813,0.2615308084446614,Iris-setosa
+3,6.179366504103361,3.054001052497147,4.908192436455235,1.6746288023382823,Iris-virginica
+4,6.179366496524093,3.0540005252276887,4.899493497346923,1.6654279691869982,Iris-versicolor
+5,6.179366499202759,3.0635867413666973,1.5100453533580622,0.2615312386394842,Iris-setosa
+6,5.108947716420999,3.0542450793713214,1.5100224295251117,0.26153080849104904,Iris-setosa
+7,5.108947716328576,3.0642577975657286,1.5100228615732143,0.2615308092610654,Iris-setosa
+8,6.179366488980799,3.0540000002418757,4.901237880936144,1.6655908371785617,Iris-virginica
+9,6.179366490695702,3.054000002411015,4.8994921661933315,1.6654275551984292,Iris-versicolor
+10,6.179366489032211,3.0540000003006904,4.901731926444437,1.6656512672241066,Iris-virginica
+11,6.17936650140728,3.054006298207728,4.899519073897192,1.665440929025062,Iris-setosa
+12,6.179366489237224,3.0540000027064997,4.911643006437776,1.668088785501876,Iris-virginica
+13,5.10894771628534,3.064413774648293,1.5100227770549262,0.2615308089847185,Iris-setosa
+14,5.108947716732375,3.104297847411306,1.510026525093981,0.26153081711143455,Iris-setosa
+15,6.179366488999614,3.054000000208811,4.901247429715369,1.665582054030837,Iris-virginica
+16,5.108947716429256,3.121070504513074,1.5100256496927609,0.261530813451863,Iris-setosa
+17,6.179366493705469,3.054000018546719,4.899509669030631,1.6654309961398892,Iris-versicolor
+18,5.108947716894615,3.0540547300678007,4.899491597716181,0.2615308102618878,Iris-setosa
+19,6.1793664896091505,3.0540000175616906,4.925618207542851,1.6761074809729588,Iris-virginica
+20,5.108947716587629,3.054006858546158,4.899491336038002,0.26153080853835126,Iris-setosa
+21,5.108947716356753,3.0545734593882243,1.5100224510411768,0.2615308085502761,Iris-setosa
+22,5.108947716525934,3.0673362293214046,1.5100231978402763,0.2615308097698145,Iris-setosa
+23,5.108947716360322,3.0955812229733457,1.5100241954987006,0.2615308110560132,Iris-setosa
diff --git a/iris/lct_gan/2/25/test.csv b/iris/lct_gan/2/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/25/train.csv b/iris/lct_gan/2/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/25/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
+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
+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/2/25/val.csv b/iris/lct_gan/2/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/26/synth.csv b/iris/lct_gan/2/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502ee844ff2a24b96a7b0912e4472c9d66fb3df8
--- /dev/null
+++ b/iris/lct_gan/2/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490092904,3.0540000019553246,4.899497945218735,1.6654282698173368,Iris-versicolor
+1,6.179366489387024,3.054000005234596,4.909818031355008,1.6681660014573547,Iris-virginica
+2,5.108947716449999,3.1332251046613244,1.5100262700295901,0.2615308139216351,Iris-setosa
+3,6.179366493923952,3.054000093145748,4.901230814765259,1.6664146339579176,Iris-virginica
+4,5.108947716331961,3.0876355175459986,1.5100236901132449,0.26153081037847914,Iris-setosa
+5,5.108947716576053,3.156114259962905,1.5100291579184746,0.2615308195947396,Iris-setosa
+6,5.108947716565149,3.0810854894928057,1.5100240455360516,0.2615308112869207,Iris-setosa
+7,6.179366489009496,3.0540000004946157,4.899828689254084,1.6654698807245432,Iris-virginica
+8,6.179366489266636,3.054000005653367,4.923888653418885,1.6725291929514192,Iris-virginica
+9,6.179366490346996,3.0540000018330216,4.899492343627678,1.6654275736211157,Iris-versicolor
+10,5.108947716483192,3.0980922856863873,1.510024828813138,0.26153081268561956,Iris-setosa
+11,6.17936648921879,3.0540000023321254,4.902446745676963,1.6660997739938324,Iris-virginica
+12,6.179366492815429,3.0540004859160352,4.899491882705256,1.6654275416990496,Iris-versicolor
+13,6.179366489130583,3.0540000016228896,4.907620394560918,1.6669682722118815,Iris-virginica
+14,5.1089477164275845,3.0601735293154064,1.5100227644379463,0.26153080911773163,Iris-setosa
+15,6.179366489172322,3.054000000853531,4.899816367448833,1.6654766329448356,Iris-virginica
+16,5.108947716566061,3.0552680520408897,1.5100227055186972,0.2615308097156833,Iris-setosa
+17,6.179366491193139,3.0540002212874677,4.973655309402279,1.735379289836406,Iris-virginica
+18,6.179366489375699,3.0540000005223398,4.899537391158102,1.66543180055321,Iris-virginica
+19,6.179366580226629,3.0543344270458106,4.907956964650003,0.2702252160699486,Iris-setosa
+20,5.108947716357208,3.1002616897568456,1.510024223704804,0.26153081132697,Iris-setosa
+21,5.108947716629408,3.0540117331043333,4.899491331771226,0.2615308084913193,Iris-setosa
+22,6.179366496192842,3.0553924196175744,1.51002864722357,0.2615309678435438,Iris-setosa
+23,6.179366489100106,3.054000001655874,4.908537858262467,1.667229575951402,Iris-virginica
+24,5.108947717792165,3.0557384144562176,1.5100240615947265,0.26153082361759394,Iris-setosa
+25,6.179366488964365,3.0540000004534065,4.902026362738171,1.6657404737306412,Iris-virginica
+26,5.108947716387863,3.1154715928669208,1.510025115496971,0.2615308124485212,Iris-setosa
+27,5.10894771642901,3.056044617413681,1.5100225525872932,0.26153080868588674,Iris-setosa
+28,6.179366494838868,3.054000026096763,4.899520897383301,1.665433521321624,Iris-versicolor
+29,6.179366488807506,3.0540000001395926,4.900294995170823,1.6654986033581516,Iris-virginica
+30,5.108947716358373,3.054190348706093,1.510022411375997,0.2615308084463121,Iris-setosa
+31,5.108947716385252,3.073194731955546,1.5100233496661786,0.26153081001961914,Iris-setosa
+0,6.179366489248603,3.0540000019075975,4.901688173012915,1.6658656235715454,Iris-virginica
+1,6.179366489009724,3.0540000009568287,4.902885857613174,1.665993162157831,Iris-virginica
+2,5.108947716413657,3.062801177795943,1.5100229426927172,0.2615308095019912,Iris-setosa
+3,6.179366488891434,3.0540000001768606,4.900673400210108,1.665532284400385,Iris-virginica
+4,5.108947716741602,3.05426714841576,1.5100224777345277,0.2615308086975195,Iris-setosa
+5,6.1793664889711994,3.0540000002963885,4.9017238392070706,1.6656664653696642,Iris-virginica
+6,6.179366507970564,3.0545134662869824,1.5100609178683284,0.2615405986225156,Iris-setosa
+7,6.179366489707667,3.0540000083543535,4.903438077333826,1.6667730263627698,Iris-virginica
+8,6.179366489086218,3.0540000006553782,4.903803517515823,1.6660053642714612,Iris-virginica
+9,6.179366494161664,3.054047967838845,4.899497579277928,0.2615312105305236,Iris-setosa
+10,5.1089477169852815,3.0674125133688652,1.5100244086620251,0.2615308148457934,Iris-setosa
+11,5.108947716779825,3.0540949880435204,1.5100225505012168,0.26153081027186764,Iris-setosa
+12,5.1089477162872186,3.064734100353326,1.5100228306288686,0.26153080912446025,Iris-setosa
+13,5.108947717506728,3.0588785341977975,1.510024301212375,0.26153081826292546,Iris-setosa
+14,5.1089477163928825,3.054742189183655,1.51002250244213,0.26153080876764556,Iris-setosa
+15,6.179366491122191,3.054000010813667,4.899491412642717,1.66542748434747,Iris-versicolor
+16,6.179366494325803,3.0540000239771703,4.899493822881712,1.6654278432895682,Iris-versicolor
+17,6.179366493849495,3.054000654714482,4.89949342825986,1.6654279923531898,Iris-versicolor
+18,6.179366505189655,3.0540010471207855,4.89964813515532,1.6655128678755193,Iris-virginica
+19,6.179366491258119,3.054000852808179,4.899492126476337,1.665427593133452,Iris-setosa
+20,6.179366500609847,3.0562898564429464,1.5100393308020947,0.2615314979264389,Iris-setosa
+21,6.179366489008052,3.054000000506654,4.902798774810277,1.6658444685121074,Iris-virginica
+22,6.179366493699675,3.0540000132177316,4.899496843964642,1.6654283027838301,Iris-versicolor
+23,5.108947716414674,3.08584772046258,1.5100238332956268,0.261530810652666,Iris-setosa
+24,5.108947716557369,3.0562429993644415,1.5100226261115148,0.26153080893303376,Iris-setosa
+25,5.108947716424677,3.069931933937563,1.5100232339905484,0.26153080994066885,Iris-setosa
+26,6.179366489558041,3.0540000093544513,4.907567079452489,1.6681748122484064,Iris-virginica
+27,6.179366489052476,3.054000000388489,4.902401708339839,1.6657474702324249,Iris-virginica
+28,6.179366488909883,3.054000000139194,4.900565761726743,1.6655126799735425,Iris-virginica
+29,6.179366489873246,3.054000001022467,4.899535610670372,1.6654322925182397,Iris-virginica
+30,6.179366489802185,3.054000047246126,4.993301458632979,1.7118849182695715,Iris-virginica
+31,6.179366488899703,3.0540000002451273,4.899942221440655,1.6654707984727952,Iris-virginica
+0,6.179366488887175,3.054000000169952,4.90077400173779,1.6655418275994032,Iris-virginica
+1,5.108947716340601,3.0978785924708774,1.51002415025131,0.2615308110543646,Iris-setosa
+2,5.108947716856322,3.0556091104883345,1.5100229484618155,0.261530811101796,Iris-setosa
+3,6.179366489069261,3.05400000058861,4.9034016976633605,1.6659279263537055,Iris-virginica
+4,6.179366489117161,3.0540000016814273,4.9041490452403815,1.6663394631752968,Iris-virginica
+5,6.179366489313796,3.054000002157094,4.901904135120137,1.6659257092798831,Iris-virginica
+6,5.108947716400356,3.0662774066138585,1.5100229616924783,0.26153080926287314,Iris-setosa
+7,5.108947716316088,3.05429357501274,1.5100224143473995,0.26153080845001225,Iris-setosa
+8,6.179366488924,3.0540000001475414,4.900597457095951,1.6655151518719367,Iris-virginica
+9,6.17936649121046,3.0550646221119386,1.5100239527863824,0.2615308298118056,Iris-setosa
+10,6.179366488837891,3.0540000002236516,4.900305769376389,1.6655117739695622,Iris-virginica
+11,5.1089477163430566,3.0938190910993777,1.5100239723356124,0.2615308107967757,Iris-setosa
+12,6.179366488990068,3.054000000799509,4.904359223128128,1.6661992860447306,Iris-virginica
+13,5.10894771639357,3.105429215951763,1.5100246347005357,0.2615308118024599,Iris-setosa
+14,6.179366489396088,3.054000011066855,4.942005895808147,1.6802713888824548,Iris-virginica
+15,6.1793664897515646,3.0540000041668938,4.900054084891926,1.6655738728551048,Iris-virginica
+16,6.179366494594949,3.054000123042234,4.899493825408424,1.6654280258232492,Iris-versicolor
+17,6.179366489201867,3.0540000008143795,4.900050526988218,1.665502945444214,Iris-virginica
+18,6.179366490094403,3.0540000485342595,4.922344786829842,1.679354510330969,Iris-virginica
+19,5.108947716830845,3.0642572324867854,1.5100235867626817,0.26153081156238017,Iris-setosa
+20,6.179366488838502,3.054000000168858,4.900155360665471,1.6654868499865843,Iris-virginica
+21,5.108947716561678,3.064741712819948,1.5100231776517579,0.26153080991550715,Iris-setosa
+22,6.179366489678564,3.054000002155917,4.899843641600178,1.6654934055906885,Iris-virginica
+23,6.179366489014931,3.0540000005504297,4.903004464695575,1.6658815031525087,Iris-virginica
+24,5.108947716294657,3.0557972828833333,1.510022474624486,0.2615308085266295,Iris-setosa
+25,6.179366497976894,3.0540003675545226,4.900002825888949,1.6657295917419859,Iris-virginica
+26,6.179366488804178,3.054000000110612,4.900093179133585,1.6654755662807461,Iris-virginica
+27,6.179366491747062,3.054073190759693,1.5100232450768474,0.2615308397734248,Iris-setosa
+28,6.1793664910383805,3.054000020037116,4.899966011361414,1.665608414867803,Iris-virginica
+29,5.108947716729178,3.0555783301875072,1.5100226226662194,0.26153080894726505,Iris-setosa
+30,6.179366489045958,3.054000000692129,4.900013934554856,1.6655026849928423,Iris-virginica
+31,6.179366489586073,3.054000009603393,4.912818602780749,1.6697189747506993,Iris-virginica
+0,5.108947716539187,3.0576988224292636,1.5100227687188224,0.26153080931813105,Iris-setosa
+1,5.108947716328807,3.0978526600161143,1.5100241434266333,0.261530810881494,Iris-setosa
+2,5.1089477164470285,3.055587570274676,1.5100225893893688,0.26153080896264397,Iris-setosa
+3,6.179366489109074,3.0540000021522813,4.9088470852660055,1.667447740501649,Iris-virginica
+4,6.179366489874886,3.0540000055730703,4.900872131014363,1.665815080176467,Iris-virginica
+5,5.108947716482956,3.1206173530580887,1.5100260983076326,0.261530814475048,Iris-setosa
+6,5.108947716439301,3.062729151159497,1.5100228663603001,0.26153080912305626,Iris-setosa
+7,6.179366490038815,3.054000087968199,5.023253146455269,1.7400635833591012,Iris-virginica
+8,6.17936649579639,3.0540001270754265,4.900349178381179,1.6658759933493654,Iris-virginica
+9,5.108947716300073,3.0680926293449753,1.5100229211348024,0.26153080922103605,Iris-setosa
+10,6.179366489389981,3.0540000063039963,4.927412448622259,1.6732365146436379,Iris-virginica
+11,5.108947716305085,3.0565840442282584,1.5100225040637436,0.2615308085673135,Iris-setosa
+12,6.1793664889990225,3.0540000004579797,4.899747787738502,1.6654593916496463,Iris-virginica
+13,5.1089477170012225,3.0540017946889577,4.899491354242265,0.2615308087285476,Iris-setosa
+14,5.108947716596901,3.0540993189633463,1.510022435448084,0.2615308085890296,Iris-setosa
+15,6.179366488860425,3.054000000164694,4.9002235170973325,1.665490344777281,Iris-virginica
+16,6.17936648900876,3.054000000937435,4.903331703116414,1.666056098914009,Iris-virginica
+17,5.108947716351999,3.060425320684558,1.5100226748027759,0.26153080883222307,Iris-setosa
+18,6.179366500543699,3.054004893587047,4.8995031386540004,1.6654321384865867,Iris-setosa
+19,5.108947716559915,3.0582169768792116,1.510022839341854,0.26153080947150714,Iris-setosa
+20,5.108947716318044,3.0590074076149683,1.5100225974316341,0.26153080871904943,Iris-setosa
+21,6.179366504249949,3.0577508422927737,1.5100558342371266,0.2615325250549905,Iris-setosa
+22,5.108947716335737,3.0724763105496864,1.5100232129827027,0.2615308096969027,Iris-setosa
+23,5.1089477164350345,3.0753722515899757,1.510023477092351,0.26153081024442437,Iris-setosa
diff --git a/iris/lct_gan/2/26/test.csv b/iris/lct_gan/2/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/26/train.csv b/iris/lct_gan/2/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/26/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
+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
+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/2/26/val.csv b/iris/lct_gan/2/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/27/synth.csv b/iris/lct_gan/2/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bba08cc6581a65a6782ac79515370df38c456ece
--- /dev/null
+++ b/iris/lct_gan/2/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716392402,3.0868032126091305,1.5100239113605185,0.26153081071484774,Iris-setosa
+1,6.179366496087804,3.0540000345429332,4.899564711318507,1.6654449909436504,Iris-versicolor
+2,5.108947716373984,3.10128018740064,1.5100244311042812,0.26153081144093615,Iris-setosa
+3,6.179366489110716,3.054000001935488,4.904595668122083,1.6664811604466838,Iris-virginica
+4,5.108947716362169,3.06284001530145,1.510022810028411,0.2615308091036618,Iris-setosa
+5,6.179366502506559,3.069709783856838,1.510079114106451,0.26153259825931413,Iris-setosa
+6,5.108947716503245,3.1199383116979185,1.510025926870537,0.26153081399916606,Iris-setosa
+7,5.108947716370344,3.0601252790597204,1.5100227707059775,0.2615308091469732,Iris-setosa
+8,5.108947716376008,3.1105997752199843,1.5100248535712952,0.26153081215658947,Iris-setosa
+9,5.108947716306676,3.064523818540327,1.5100227959040298,0.26153080899056114,Iris-setosa
+10,5.108947716368638,3.068006194805381,1.5100230130549421,0.26153080942828094,Iris-setosa
+11,5.108947716418645,3.055459360744768,1.5100225191769139,0.26153080864239586,Iris-setosa
+12,5.108947716385019,3.0932449676729616,1.5100241497876097,0.2615308113693911,Iris-setosa
+13,5.108947716397348,3.0943866171083854,1.510024198837623,0.26153081125865935,Iris-setosa
+14,6.179366489519687,3.0540000014299244,4.899763715838198,1.6654720649743044,Iris-virginica
+15,5.108947716359461,3.0682074514543998,1.5100230609885141,0.26153080955930985,Iris-setosa
+16,5.108947716257998,3.0567287883544316,1.5100224871308172,0.26153080854777566,Iris-setosa
+17,5.108947716350715,3.08246354155564,1.5100235872798937,0.2615308102776782,Iris-setosa
+18,5.108947716583581,3.0881251495960256,1.510024822611796,0.2615308132437615,Iris-setosa
+19,6.179366488927353,3.0540000007728634,4.903524999892797,1.6660920391641534,Iris-virginica
+20,6.179366512248891,3.054075516289461,4.89959477728668,0.26156582111418925,Iris-setosa
+21,5.108947716259156,3.0626039040680246,1.510022690438159,0.26153080883877367,Iris-setosa
+22,5.108947716501784,3.0540054107990287,4.899491314687971,0.26153080844235455,Iris-setosa
+23,6.179366489011891,3.0540000002870062,4.901823715924116,1.6656631401157835,Iris-virginica
+24,5.108947716264658,3.066161604873274,1.5100228035930685,0.2615308090415342,Iris-setosa
+25,6.1793664989679735,3.0551783134597597,1.5100324601882236,0.2615312397862101,Iris-setosa
+26,6.179366490940386,3.054000006108807,4.899491913270552,1.6654275440383552,Iris-versicolor
+27,6.17936648925733,3.0540000011018114,4.899829328495442,1.6654828868842864,Iris-virginica
+28,6.179366504487275,3.054004843101621,4.899753828787953,1.6656354171344565,Iris-virginica
+29,6.179366490095251,3.0540000008725112,4.899511495492306,1.6654292578859,Iris-versicolor
+30,6.179366489418555,3.054000002525007,4.901029023790563,1.6657617534080824,Iris-virginica
+31,6.179366489065003,3.0540000006356225,4.903652193313768,1.6659908919639599,Iris-virginica
+0,6.179366489213378,3.0540000041903417,4.917608404731915,1.670149909464356,Iris-virginica
+1,6.179366491870636,3.0540001273299353,4.8994922633558105,1.6654276663107115,Iris-versicolor
+2,6.179366490260726,3.054000003107767,4.899547435056859,1.6654374964716778,Iris-virginica
+3,6.179366488992144,3.0540000001942658,4.901005273588802,1.6655551058528322,Iris-virginica
+4,5.108947716332863,3.0560337708360543,1.5100225079410576,0.2615308086149601,Iris-setosa
+5,5.108947716504361,3.1101808054063906,1.5100254576183996,0.261530813579868,Iris-setosa
+6,6.179366489260093,3.054000008702029,4.927280676524227,1.674874261417409,Iris-virginica
+7,6.179366489264356,3.0540000073637676,4.9252661320951345,1.6735119191561914,Iris-virginica
+8,5.108947716294437,3.054686270114444,1.5100224321416373,0.26153080846500504,Iris-setosa
+9,5.108947716987335,3.062524398587613,1.5100235672215534,0.2615308116127923,Iris-setosa
+10,5.1089477163280534,3.09647782777632,1.5100240423250568,0.26153081089439273,Iris-setosa
+11,5.108947716385898,3.0933461216335822,1.51002419346246,0.26153081110488585,Iris-setosa
+12,6.179366489764656,3.0540000087241985,4.907387073151006,1.6678633460538888,Iris-virginica
+13,6.17936648927733,3.054000004019702,4.914178936138578,1.6690291518833116,Iris-virginica
+14,6.179366497178066,3.054186594467893,1.5100296837458538,0.26153165211012536,Iris-setosa
+15,6.179366490378221,3.0540001429647052,4.992198342572002,1.741447084732582,Iris-virginica
+16,5.108947716428368,3.1166187192213353,1.5100254397667368,0.26153081335812,Iris-setosa
+17,6.179366489194235,3.0540000018386735,4.909216699997699,1.6673109018285075,Iris-virginica
+18,6.17936649101847,3.0540000026942415,4.899492197068168,1.6654275585173184,Iris-versicolor
+19,6.179366490752424,3.0540331254168045,4.89949163900872,0.26153081085775887,Iris-setosa
+20,5.1089477164131285,3.114672284676565,1.5100251889488645,0.2615308128544843,Iris-setosa
+21,5.108947716293081,3.060464307911836,1.510022638460012,0.2615308087867103,Iris-setosa
+22,6.179366488837155,3.0540000001488212,4.9003011110170585,1.6654969736317404,Iris-virginica
+23,6.179366489001032,3.0540000002854266,4.9015070416818185,1.6656259015341583,Iris-virginica
+24,5.108947716463737,3.104754083456763,1.5100249569168571,0.2615308123876552,Iris-setosa
+25,5.108947716480258,3.1265461999711377,1.5100263850052686,0.2615308146737211,Iris-setosa
+26,6.179366494931614,3.054001275703263,4.89949738315469,1.6654295455793386,Iris-setosa
+27,6.179366489023288,3.054000000428016,4.89972096634953,1.6654543772024284,Iris-virginica
+28,6.179366488903579,3.054000000449026,4.90167793792068,1.665719858436152,Iris-virginica
+29,5.108947716504002,3.0548849003437466,1.5100225067757054,0.26153080869618106,Iris-setosa
+30,6.179366490079617,3.054000078308325,4.990706813994277,1.7220602383746846,Iris-virginica
+31,5.108947716538216,3.087457957184642,1.5100246286824335,0.26153081298990033,Iris-setosa
+0,5.108947716382341,3.061274142106187,1.5100227133372388,0.26153080887141733,Iris-setosa
+1,6.179366489334979,3.0540000030764154,4.90155238113737,1.6659529072546626,Iris-virginica
+2,6.179366499532319,3.054017845098831,4.899504281933956,0.2615324867751266,Iris-setosa
+3,5.108947716378056,3.1137198610213717,1.510024938180803,0.2615308121040808,Iris-setosa
+4,6.179366489523998,3.0540000354750454,4.992507593025872,1.7090259837842425,Iris-virginica
+5,6.179366489009821,3.0540000003549244,4.901924546483361,1.6656928015455712,Iris-virginica
+6,6.179366488869804,3.054000000383889,4.901313255575202,1.6656640086693648,Iris-virginica
+7,6.17936648916037,3.054000001721544,4.907789412037454,1.6670193371979192,Iris-virginica
+8,5.108947716370295,3.1117989467940155,1.5100248083417083,0.26153081197210126,Iris-setosa
+9,5.108947716665923,3.0540039230977163,4.899491324773421,0.2615308084897608,Iris-setosa
+10,5.1089477168771165,3.054042208251463,4.899491413291689,0.26153080879857726,Iris-setosa
+11,5.1089477163646055,3.0590997867528493,1.5100226555634377,0.2615308088731735,Iris-setosa
+12,6.179366489156296,3.054000001874959,4.9064185549529045,1.6667924432189984,Iris-virginica
+13,5.10894771815414,3.0540766956376917,4.899491948308023,0.2615308128093802,Iris-setosa
+14,6.1793664889358375,3.0540000001456993,4.900517451505136,1.6655059172802653,Iris-virginica
+15,6.179366488978877,3.0540000005390344,4.901852346823655,1.6657373722233,Iris-virginica
+16,6.179366493774109,3.0540000334206305,4.899492053832364,1.6654275796166165,Iris-versicolor
+17,6.179366489245483,3.0540000002200256,4.899498308045426,1.6654279174786277,Iris-versicolor
+18,6.179366488871909,3.054000000174077,4.899702486511875,1.6654452905627741,Iris-virginica
+19,6.17936648904602,3.054000000294633,4.90171760317789,1.6656454627882165,Iris-virginica
+20,6.179366507823802,3.0553244045787777,1.510056504196493,0.26153523594196415,Iris-setosa
+21,5.108947716830373,3.0621031088915185,1.5100238223316544,0.26153081413506524,Iris-setosa
+22,5.108947716415394,3.060281216296975,1.510022788496702,0.2615308092108212,Iris-setosa
+23,5.108947716373219,3.1070793656002276,1.510024660951816,0.2615308118020707,Iris-setosa
+24,5.108947716884977,3.056077850012231,1.510022998154618,0.26153081093138053,Iris-setosa
+25,6.179366488952572,3.0540000004111394,4.900349706111328,1.66552756764465,Iris-virginica
+26,5.108947716454089,3.06737196694228,1.5100231769373533,0.2615308099150227,Iris-setosa
+27,6.179366488971929,3.0540000002109973,4.901013839994591,1.6655620658919337,Iris-virginica
+28,6.179366489427667,3.0540000152008115,4.9472750068844,1.68349858865879,Iris-virginica
+29,6.179366489106794,3.05400000215718,4.909865773883194,1.6677059547138777,Iris-virginica
+30,6.17936648893491,3.054000000487704,4.901861662662928,1.6657414780921014,Iris-virginica
+31,6.179366489038722,3.0540000004342094,4.902509610737132,1.6657749290664077,Iris-virginica
+0,5.108947716494614,3.0568975052705705,1.5100226636361596,0.2615308089852087,Iris-setosa
+1,6.179366497987715,3.0654427415467023,1.5100415949688177,0.26153108955622156,Iris-setosa
+2,6.179366489113734,3.0540000017003326,4.908259955428942,1.6671597674388905,Iris-virginica
+3,6.179366489565112,3.0540000015015116,4.899716512765327,1.6654637507308108,Iris-virginica
+4,5.108947716625832,3.0545869490380886,1.5100225442122934,0.26153080892842206,Iris-setosa
+5,6.1793664891054645,3.054000001317172,4.907148800594616,1.6668023435318189,Iris-virginica
+6,6.179366489282303,3.0540000079882637,4.917456069820608,1.6714428347312722,Iris-virginica
+7,5.108947716276289,3.0796449760828213,1.510023310861582,0.26153080985072347,Iris-setosa
+8,5.10894771633688,3.0620265181559136,1.5100227737053014,0.26153080904032316,Iris-setosa
+9,5.108947716342882,3.0556788893864404,1.5100224876374893,0.2615308085459593,Iris-setosa
+10,6.179366489527811,3.0540000143005823,4.9571352143166685,1.6856439192159554,Iris-virginica
+11,5.108947716523668,3.05400525676477,4.899491322326006,0.26153080847564664,Iris-setosa
+12,6.179366488851878,3.0540000001216887,4.89962377435336,1.6654368350088626,Iris-virginica
+13,6.179366488865863,3.0540000001088465,4.900336839403445,1.665491080925827,Iris-virginica
+14,6.179366529897783,3.0549577017501117,1.510188478321203,0.2616290426914124,Iris-setosa
+15,6.179366490801464,3.054000003026993,4.899509571852217,1.6654297918402463,Iris-versicolor
+16,6.179366489961321,3.054000006601933,4.899491330660142,1.6654274766189776,Iris-versicolor
+17,6.179366489821644,3.054015252889735,4.899491579174738,0.26153081147156304,Iris-setosa
+18,6.179366488799632,3.054000000114487,4.899759009991947,1.6654485379877542,Iris-virginica
+19,6.179366489354357,3.054000010297633,4.943971871475737,1.6807229953497695,Iris-virginica
+20,6.179366488872301,3.0540000003086454,4.9005662044494445,1.6655504866006798,Iris-virginica
+21,5.108947716516197,3.067215474688029,1.510023267323161,0.2615308100662964,Iris-setosa
+22,5.108947716424168,3.0636363749388567,1.5100228936091964,0.2615308092231079,Iris-setosa
+23,5.108947716388529,3.0740907748993997,1.5100233343541654,0.2615308099460407,Iris-setosa
diff --git a/iris/lct_gan/2/27/test.csv b/iris/lct_gan/2/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/27/train.csv b/iris/lct_gan/2/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/27/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
+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
+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/2/27/val.csv b/iris/lct_gan/2/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/28/synth.csv b/iris/lct_gan/2/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ce57ec1efee9cab46f035b2b8f337afe5407431
--- /dev/null
+++ b/iris/lct_gan/2/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489190585,3.054000003478265,4.914675020066863,1.6692302902854002,Iris-virginica
+1,5.108947716398254,3.115110386678662,1.510025013140823,0.2615308121478446,Iris-setosa
+2,6.1793664945667635,3.054000214841705,4.899501768699729,1.6654307544913802,Iris-versicolor
+3,5.10894771646184,3.1016357106012333,1.5100247627956531,0.2615308122931951,Iris-setosa
+4,6.179366499763707,3.05400292280537,4.899574208989446,1.6654754732664956,Iris-setosa
+5,5.108947716370451,3.067274254167533,1.510023003599296,0.26153080943626333,Iris-setosa
+6,5.10894771638189,3.066355929243288,1.5100230825374268,0.26153080976243864,Iris-setosa
+7,5.108947716910801,3.0981919359896484,1.510027600150203,0.26153082286070667,Iris-setosa
+8,5.108947716331992,3.099055885347352,1.510024165210747,0.2615308112143619,Iris-setosa
+9,6.179366516287332,3.054010156596119,4.9000613331937135,1.6659412488313594,Iris-virginica
+10,5.108947717401934,3.0542601744802944,1.5100228869237498,0.2615308144578518,Iris-setosa
+11,5.108947716315821,3.068584504001749,1.510022971016446,0.2615308092796726,Iris-setosa
+12,5.108947716359805,3.0737650382817483,1.5100232806401426,0.2615308098338927,Iris-setosa
+13,6.179366535197993,3.0541271144127515,4.899913176398507,0.26171228831352183,Iris-setosa
+14,6.179366489132417,3.0540000020788693,4.910481544390767,1.6677706159854218,Iris-virginica
+15,5.1089477167390385,3.059379644514484,1.5100230122623206,0.2615308099118978,Iris-setosa
+16,6.179366489612517,3.0540000305603514,4.9879503495671935,1.7031885157883757,Iris-virginica
+17,5.108947716344189,3.065887355640897,1.5100229145495274,0.26153080930633105,Iris-setosa
+18,6.179366489978895,3.054000001537981,4.899497510013193,1.6654281726643834,Iris-versicolor
+19,5.108947716510185,3.0540103055435925,4.89949131201735,0.26153080842246795,Iris-setosa
+20,5.108947716273819,3.060618328549426,1.5100226571117228,0.2615308088404023,Iris-setosa
+21,6.179366489227736,3.054000001698958,4.908685919741851,1.667112738455026,Iris-virginica
+22,6.1793664889117474,3.054000000147857,4.900540471424517,1.6655105526991119,Iris-virginica
+23,6.179366489921031,3.0540281636537783,4.899491572892547,0.26153081044254056,Iris-setosa
+24,6.1793664889369095,3.054000000618812,4.901505443932623,1.6657275868169958,Iris-virginica
+25,5.108947716416549,3.122228945325651,1.5100254689726564,0.2615308130149529,Iris-setosa
+26,6.17936649072306,3.0540000185396456,4.902105856427809,1.6664822395687502,Iris-virginica
+27,5.108947716309343,3.0671892621086614,1.510022951939768,0.2615308094073544,Iris-setosa
+28,5.1089477163692525,3.0858247373657215,1.5100237348994356,0.261530810593393,Iris-setosa
+29,5.1089477164113966,3.114083462757972,1.5100250648654152,0.26153081241782344,Iris-setosa
+30,5.108947716425126,3.054003791693012,4.8994913060180965,0.26153080841938675,Iris-setosa
+31,6.179366489190809,3.0540000039426607,4.918443236503326,1.6703324205719392,Iris-virginica
+0,5.108947716507412,3.080769278721618,1.5100239517590601,0.2615308112012039,Iris-setosa
+1,6.179366488958286,3.0540000001584025,4.900740970188284,1.6655271630885775,Iris-virginica
+2,5.108947716414706,3.0979239790964472,1.5100243447145882,0.26153081128106365,Iris-setosa
+3,6.179366494883611,3.0540004262925633,4.91104626978192,1.6775701913743066,Iris-virginica
+4,5.108947716409444,3.11755525626965,1.5100253875196314,0.26153081302828,Iris-setosa
+5,6.179366488853337,3.05400000008674,4.899543585886608,1.6654304836100373,Iris-virginica
+6,5.108947716271796,3.0672430758160822,1.510022855120168,0.2615308091255061,Iris-setosa
+7,6.179366517145984,3.054323617521304,1.5100814231180775,0.2615560229245985,Iris-setosa
+8,5.10894771627602,3.056744524837061,1.5100224920272265,0.26153080854302313,Iris-setosa
+9,6.179366489168734,3.054000001043608,4.90557516185661,1.6663598228359233,Iris-virginica
+10,6.17936648965976,3.0540000343000133,5.002438958141488,1.709422898420268,Iris-virginica
+11,5.108947716243497,3.054823494394217,1.5100224253976156,0.26153080846097543,Iris-setosa
+12,5.108947716377437,3.072899775236244,1.510023286909099,0.2615308099381231,Iris-setosa
+13,5.108947716554788,3.1559406213460113,1.510028784394051,0.2615308185920338,Iris-setosa
+14,5.108947716466676,3.069090619935829,1.510023252858131,0.26153080998844513,Iris-setosa
+15,5.108947716453539,3.11632436299903,1.5100255992412441,0.26153081362925074,Iris-setosa
+16,5.108947716692435,3.054099599804865,1.5100224830579982,0.26153080904159987,Iris-setosa
+17,5.108947716467292,3.0814313403449876,1.510023816618018,0.26153081070867984,Iris-setosa
+18,6.1793664890096585,3.054000000433994,4.902403627944822,1.6657686323014664,Iris-virginica
+19,5.1089477167023665,3.055806384920589,1.510022723643769,0.26153080947546836,Iris-setosa
+20,6.179366488962044,3.054000000143171,4.900563801865359,1.6655082511277073,Iris-virginica
+21,5.108947716589149,3.064872048841735,1.510023299636253,0.26153081048103277,Iris-setosa
+22,5.108947716321079,3.0547782398317014,1.5100224386664054,0.2615308084698421,Iris-setosa
+23,6.179366491830114,3.054000006655072,4.899491534363098,1.6654274929840018,Iris-versicolor
+24,5.108947716467422,3.064674614122665,1.5100230654903881,0.2615308095874011,Iris-setosa
+25,6.179366488783424,3.054000000098147,4.899753761685809,1.6654473354265724,Iris-virginica
+26,6.179366489216329,3.0540000042649766,4.917122427896143,1.6700658158389876,Iris-virginica
+27,6.179366488767355,3.0540000000544696,4.899703291810885,1.6654399607710246,Iris-virginica
+28,5.108947716373993,3.1049179756693155,1.5100244845246404,0.2615308118485984,Iris-setosa
+29,5.108947716603901,3.054974448854698,1.5100226038029128,0.2615308091590834,Iris-setosa
+30,6.1793664922412574,3.0540001613902032,4.9107511989613215,1.6749448048422273,Iris-virginica
+31,6.179366488839574,3.05400000017775,4.900576210607826,1.6655295660124745,Iris-virginica
+0,6.179366489051963,3.0540000003432186,4.901978897510146,1.6656854290741523,Iris-virginica
+1,6.179366489345874,3.0540000081412826,4.9303774052491525,1.6750976274502092,Iris-virginica
+2,6.179366489208003,3.054000002068076,4.910114634263876,1.6675868367258861,Iris-virginica
+3,5.108947716780223,3.0540955715421156,1.5100224656849954,0.26153080883572005,Iris-setosa
+4,5.108947716444292,3.058375446507287,1.5100227039114993,0.26153080904261206,Iris-setosa
+5,5.10894771644051,3.1289988937321125,1.5100260849243368,0.26153081406192996,Iris-setosa
+6,5.108947716640146,3.1194420017349067,1.5100269917589586,0.2615308169208842,Iris-setosa
+7,6.179366489048721,3.0540000011812776,4.904863209427005,1.666383187398812,Iris-virginica
+8,5.1089477163168215,3.0705061491289354,1.5100230568996793,0.2615308093802601,Iris-setosa
+9,5.108947716344831,3.0576356893465317,1.5100225648929433,0.26153080869138123,Iris-setosa
+10,6.179366489457475,3.0540000104374356,4.923906594485193,1.6733156633124473,Iris-virginica
+11,6.179366489115452,3.0540000005995958,4.903601385827365,1.6659474072904537,Iris-virginica
+12,6.179366489071423,3.0540000004426484,4.902841299249053,1.6658158633658238,Iris-virginica
+13,6.179366489574708,3.0540000280066075,4.993304266419237,1.703740536888608,Iris-virginica
+14,5.1089477163488315,3.0597020071600673,1.51002268341774,0.26153080891510044,Iris-setosa
+15,5.1089477180738205,3.067145258397087,1.5100272814180353,0.26153083437765984,Iris-setosa
+16,6.179366488962135,3.0540000003221057,4.9018576063419825,1.6656864382786112,Iris-virginica
+17,6.179366490503838,3.054000003499466,4.89949148191617,1.6654274890808807,Iris-versicolor
+18,5.108947716518389,3.078452607994874,1.5100238869604388,0.2615308111420095,Iris-setosa
+19,6.179366512082338,3.0540047687080656,4.901689186848877,1.6680753929281884,Iris-virginica
+20,5.108947718122537,3.054763119844565,1.510023511294552,0.2615308185082733,Iris-setosa
+21,6.179366489659976,3.0540000393964073,5.006146949438756,1.713573206781606,Iris-virginica
+22,5.108947716337038,3.075978367178116,1.5100232678831822,0.2615308097545019,Iris-setosa
+23,6.179366490948811,3.054000430409511,4.89949148053886,1.665427483400146,Iris-versicolor
+24,6.179366489166699,3.0540000010153228,4.905877359623534,1.6664069430720791,Iris-virginica
+25,5.108947716272095,3.0696821046480762,1.510022946804357,0.2615308092321637,Iris-setosa
+26,6.179366488914035,3.0540000001696783,4.900795747131699,1.665539559712329,Iris-virginica
+27,5.108947716407764,3.07002611537139,1.5100232086744205,0.26153080984858856,Iris-setosa
+28,6.179366489536119,3.054000333763994,4.899491351668106,1.665427476553451,Iris-setosa
+29,6.179366489001813,3.054000000849088,4.901396983612879,1.665732394614734,Iris-virginica
+30,6.179366489026238,3.054000000245471,4.901357681249536,1.6655970296915839,Iris-virginica
+31,6.1793664888256465,3.0540000002412224,4.900816874413976,1.665575951916209,Iris-virginica
+0,6.179366490175823,3.054000001341039,4.899494178539525,1.6654277429649436,Iris-versicolor
+1,5.108947716500748,3.0606215833880417,1.5100229043468198,0.26153080961667474,Iris-setosa
+2,6.179366505058719,3.0540109536422455,4.899578923715066,1.6654835260900176,Iris-setosa
+3,6.179366488878713,3.054000000246652,4.900546063644411,1.6655346319866495,Iris-virginica
+4,6.179366489348444,3.054000008206795,4.914489850002569,1.6704059852122781,Iris-virginica
+5,6.17936648940176,3.0540000217914005,4.952943420810959,1.6897653253767637,Iris-virginica
+6,5.1089477164163934,3.0713082730545396,1.5100232627389691,0.26153080986222443,Iris-setosa
+7,6.17936648885721,3.0540000002096526,4.900170905694244,1.6654931973672342,Iris-virginica
+8,5.108947716451484,3.131752454197579,1.5100261284545557,0.2615308137804593,Iris-setosa
+9,5.108947716607148,3.05436352405837,1.5100225474171745,0.2615308093047103,Iris-setosa
+10,6.17936648900566,3.054000000626499,4.902554002994745,1.6658455393755867,Iris-virginica
+11,5.108947716440898,3.055738831825779,1.5100225511156498,0.26153080877867513,Iris-setosa
+12,6.179366489400355,3.0540000055014542,4.906631265085523,1.6674387386415543,Iris-virginica
+13,6.1793664905551475,3.0540000844506756,4.8994913595679455,1.6654274773358875,Iris-versicolor
+14,6.179366488909367,3.05400000017193,4.90067147865093,1.6655278447215263,Iris-virginica
+15,6.179366489103233,3.0540000013018664,4.906729715827045,1.6667197252367887,Iris-virginica
+16,6.1793664903345356,3.0540000323595327,4.908500472963655,1.6701319820086513,Iris-virginica
+17,5.108947716331413,3.054562596560553,1.5100224342008828,0.26153080847973553,Iris-setosa
+18,5.108947716303341,3.070496227244238,1.510023059786504,0.261530809451727,Iris-setosa
+19,5.108947716538901,3.09403345403808,1.5100247887740743,0.2615308127397167,Iris-setosa
+20,6.179366499308591,3.0540133561089617,4.899514031619613,0.2615363775038308,Iris-setosa
+21,5.108947716329792,3.0788452460956477,1.5100234169702418,0.261530809933695,Iris-setosa
+22,6.17936649350346,3.05400011507669,4.90116028985,1.6664898296182578,Iris-virginica
+23,6.179366489075473,3.05400000092521,4.901296118855235,1.6657071676129749,Iris-virginica
diff --git a/iris/lct_gan/2/28/test.csv b/iris/lct_gan/2/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/28/train.csv b/iris/lct_gan/2/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/28/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
+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
+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/2/28/val.csv b/iris/lct_gan/2/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/29/synth.csv b/iris/lct_gan/2/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c8bc2d1d706c6dae7aa46e3663ad1d30504becd
--- /dev/null
+++ b/iris/lct_gan/2/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366510145946,3.0540012811446733,4.900698579709522,1.6664801826707374,Iris-virginica
+1,5.108947716344291,3.0910367293168197,1.5100238905771215,0.2615308106347541,Iris-setosa
+2,6.179366496195066,3.0540000727530114,4.8995038228028935,1.6654302042711697,Iris-versicolor
+3,6.179366488969153,3.0540000006778905,4.9013086454356145,1.6656992739329386,Iris-virginica
+4,5.108947717772727,3.0582291804110104,1.5100247249516643,0.26153082437799063,Iris-setosa
+5,5.108947716946907,3.061326852219261,1.5100232410327723,0.26153081030662984,Iris-setosa
+6,5.108947716354273,3.092099190424401,1.5100240619566048,0.2615308108421084,Iris-setosa
+7,5.10894771629829,3.0561582954797317,1.5100224878178783,0.2615308085458303,Iris-setosa
+8,5.108947716465008,3.0540032208858334,4.899491315752238,0.26153080845891924,Iris-setosa
+9,5.108947716395059,3.106317217387575,1.5100245973434523,0.2615308118744073,Iris-setosa
+10,6.17936648895101,3.054000000446647,4.902503999268426,1.6658115123138413,Iris-virginica
+11,6.1793664904084435,3.0540000639931604,4.899491467293945,1.6654274946135574,Iris-versicolor
+12,6.179366499592061,3.054002841931685,5.019327623637399,1.8695256961634108,Iris-virginica
+13,6.179366491950218,3.054327240149237,1.5100236612545004,0.261530836409042,Iris-setosa
+14,6.179366494600295,3.054000916104016,4.987363259595693,1.7847566659935603,Iris-virginica
+15,5.108947716445875,3.059066356940138,1.5100227470713634,0.2615308091498618,Iris-setosa
+16,5.108947716363322,3.0759544583821334,1.5100234245461812,0.26153081028334213,Iris-setosa
+17,6.179366489338119,3.054000000305985,4.89950877483563,1.6654287088466684,Iris-versicolor
+18,6.179366489074834,3.0540000009203556,4.904898494748707,1.6662675222139929,Iris-virginica
+19,5.108947716418224,3.1292971974574644,1.5100258717866177,0.26153081344445384,Iris-setosa
+20,6.179366488849174,3.054000000263856,4.900725171798229,1.6655654627457266,Iris-virginica
+21,6.179366488756505,3.0540000000651117,4.899680301350983,1.665439951891928,Iris-virginica
+22,6.179366491353327,3.0540073969043435,4.8994917099694195,0.2615308138567127,Iris-setosa
+23,5.108947716485583,3.054000537033232,4.899491302897543,0.2615308084231172,Iris-setosa
+24,6.179366488893156,3.054000000322016,4.900976407697407,1.6655982025511644,Iris-virginica
+25,5.10894771670794,3.089697530858608,1.5100250536723934,0.2615308135045369,Iris-setosa
+26,6.179366493300725,3.0540000530724347,4.89959831523318,1.665463769554782,Iris-virginica
+27,6.17936648895425,3.0540000002586494,4.901426305124656,1.6656218982349713,Iris-virginica
+28,6.1793664969035715,3.0540001254046545,4.899527970998444,1.6654383552619967,Iris-versicolor
+29,6.179366490980584,3.0540000095828455,4.899677264093469,1.665477582965939,Iris-virginica
+30,5.108947716326298,3.084072403413264,1.5100235778368503,0.26153081032125264,Iris-setosa
+31,6.17936648891194,3.0540000002543164,4.901398320867985,1.6656271818828206,Iris-virginica
+0,5.10894771638107,3.062591254188257,1.510022810841787,0.2615308090888737,Iris-setosa
+1,6.179366489390343,3.0540000044847035,4.902718640731193,1.6663569217267702,Iris-virginica
+2,5.108947716325437,3.0541659672627275,1.5100224097198232,0.26153080845088117,Iris-setosa
+3,6.1793664894421285,3.054000001060338,4.899540448357556,1.6654345266564634,Iris-virginica
+4,6.179366498343354,3.054132753945383,1.5100262298933054,0.2615310623776768,Iris-setosa
+5,5.108947716407621,3.0545162976685583,1.5100224570450134,0.2615308085786589,Iris-setosa
+6,6.1793664892783955,3.0540000053887426,4.9230598702694275,1.672004237178781,Iris-virginica
+7,6.179366494071778,3.054000237879756,4.899497209087894,1.6654292060763682,Iris-versicolor
+8,6.1793664895994445,3.0540000071396314,4.902467760104524,1.6664134063851965,Iris-virginica
+9,5.108947716538024,3.0855886824791994,1.5100243269243387,0.26153081216878565,Iris-setosa
+10,6.179366489185658,3.054000001920426,4.9036841455618045,1.6662617976366025,Iris-virginica
+11,6.179366492609559,3.054000079470534,4.900827712081999,1.6662104762775078,Iris-virginica
+12,6.179366489453046,3.0540000154514435,4.931168731967128,1.6779321434341763,Iris-virginica
+13,6.179366492230319,3.0583203428582606,1.510026525509271,0.2615308564577691,Iris-setosa
+14,6.179366489165576,3.0540000033603873,4.912678630883765,1.6687053856956113,Iris-virginica
+15,5.108947716469705,3.054027190616338,4.899491328168756,0.26153080845106036,Iris-setosa
+16,6.179366495024719,3.054000028489675,4.899643392093884,1.6654684035398462,Iris-virginica
+17,6.1793664992505954,3.065901381190059,1.5100592433139866,0.26153182082031384,Iris-setosa
+18,6.179366504702544,3.0540005970892987,4.9002019510984525,1.6659257449141578,Iris-virginica
+19,6.1793664890090705,3.0540000002134806,4.9010883438447035,1.6655646431701558,Iris-virginica
+20,5.108947716503586,3.0552989003604787,1.510022550897515,0.26153080879877705,Iris-setosa
+21,5.108947716703055,3.0553033137316716,1.5100228203906532,0.26153081065824996,Iris-setosa
+22,5.108947716392215,3.054974379226025,1.5100224791393693,0.26153080855728233,Iris-setosa
+23,5.1089477168230975,3.054003207282749,4.899491333664421,0.26153080853975214,Iris-setosa
+24,5.1089477173356,3.06506354620712,1.51002495314064,0.26153081834457514,Iris-setosa
+25,5.108947716387045,3.080646089902024,1.5100236916696816,0.26153081077332313,Iris-setosa
+26,5.108947716309156,3.054523169274023,1.510022429118155,0.26153080847438837,Iris-setosa
+27,6.179366489106002,3.054000001108426,4.905845538306509,1.6664699366187894,Iris-virginica
+28,5.108947716331721,3.0638667895003686,1.5100227884199604,0.2615308090296362,Iris-setosa
+29,6.179366491345233,3.054000015749886,4.899491706232452,1.665427523472886,Iris-versicolor
+30,6.179366489082442,3.0540000010316897,4.904148983878683,1.6661800522538524,Iris-virginica
+31,5.108947716988871,3.0540713441597362,4.899491537141384,0.26153080947144197,Iris-setosa
+0,5.108947716362421,3.078373108954108,1.5100234836104616,0.26153081022035174,Iris-setosa
+1,6.1793664932599786,3.0540001356703095,4.911427999736109,1.673943594083964,Iris-virginica
+2,6.179366489226719,3.054000001048076,4.899962021678491,1.665500938416343,Iris-virginica
+3,5.108947716410374,3.0540691918966956,4.899491335894872,0.26153080844452187,Iris-setosa
+4,6.179366492400576,3.0540000164691654,4.899501179832308,1.6654294105658147,Iris-versicolor
+5,6.179366493840142,3.0540005432568997,4.899497171007442,1.6654293078281293,Iris-versicolor
+6,6.179366489362607,3.0540000095854962,4.944354302594812,1.6802953807921002,Iris-virginica
+7,6.179366491699265,3.054000163897031,4.9282083340845135,1.6889302822878038,Iris-virginica
+8,6.179366489067064,3.054000000381781,4.899728611694727,1.6654512653304328,Iris-virginica
+9,5.108947716392446,3.087294106829789,1.5100238869876448,0.2615308107465224,Iris-setosa
+10,5.108947716396962,3.1031852118012946,1.510024637129061,0.26153081202137074,Iris-setosa
+11,6.1793664964231585,3.054022322086684,4.899496386717545,0.26153110687378894,Iris-setosa
+12,6.1793664895882365,3.0540000286580793,4.974799579230205,1.6983588221904307,Iris-virginica
+13,6.179366488960215,3.054000000409154,4.901932726154114,1.6657202903296775,Iris-virginica
+14,5.108947716392681,3.1105128850754307,1.5100248478832643,0.2615308121238396,Iris-setosa
+15,6.179366489140512,3.0540000020895586,4.903528672605417,1.6662829695445782,Iris-virginica
+16,6.179366488970061,3.054000000143611,4.900565587608038,1.6655068191868139,Iris-virginica
+17,6.179366489034562,3.054000001579139,4.905714845705366,1.6666810293713679,Iris-virginica
+18,6.1793664891653215,3.0540000011578865,4.900803964811529,1.665645160355693,Iris-virginica
+19,6.179366491268255,3.054292911527955,1.5100236170286307,0.2615308406754517,Iris-setosa
+20,6.1793664890378,3.0540000003460968,4.899750867890579,1.6654529078270668,Iris-virginica
+21,6.179366492948104,3.0540001197850475,4.899494095958598,1.6654281327232852,Iris-versicolor
+22,5.108947716335533,3.0984399364196484,1.5100241513527484,0.26153081098721437,Iris-setosa
+23,5.108947716477565,3.0551841988937984,1.5100226772226744,0.2615308097317488,Iris-setosa
+24,6.179366490457508,3.0540000027249503,4.899623831476901,1.6654492143985482,Iris-virginica
+25,6.179366490823271,3.054000572858627,4.899491464886305,1.6654274812240033,Iris-setosa
+26,6.179366489997738,3.05400012042969,4.899491318324193,1.6654274754940206,Iris-versicolor
+27,6.179366508979102,3.0540055833861817,4.8995631461860345,1.665464559540268,Iris-setosa
+28,5.108947716669335,3.0556074264202655,1.510022750946777,0.26153080974731874,Iris-setosa
+29,6.179366488837656,3.0540000001285867,4.900036664716088,1.6654702168509556,Iris-virginica
+30,5.108947716472668,3.087887816439757,1.510024095057167,0.2615308111934453,Iris-setosa
+31,6.179366496662628,3.054179374002149,1.5100280711505185,0.2615314518749088,Iris-setosa
+0,6.179366488949628,3.0540000001375525,4.900559335749885,1.6655074381093018,Iris-virginica
+1,6.179366488926158,3.0540000002563854,4.899713191148126,1.6654489524480773,Iris-virginica
+2,6.179366489017633,3.054000000261953,4.901466742288584,1.6656149598109378,Iris-virginica
+3,6.179366490712591,3.0540000059027945,4.899493218149821,1.6654277430551025,Iris-versicolor
+4,5.108947716495796,3.056422381340683,1.5100226149751053,0.2615308089279296,Iris-setosa
+5,6.179366490533272,3.0540000043028566,4.899766242171633,1.6654872676251253,Iris-virginica
+6,6.179366489469753,3.054000017082844,4.966048822574901,1.6900522674415692,Iris-virginica
+7,5.108947716272409,3.0650859352466275,1.5100227946594855,0.26153080898006553,Iris-setosa
+8,6.179366489490126,3.0540000005931143,4.8995238696516425,1.665430616829939,Iris-versicolor
+9,5.10894771637803,3.077963518485029,1.510023529489889,0.26153081050092053,Iris-setosa
+10,6.179366489887844,3.0540005720921406,4.899491367551599,1.6654274766141703,Iris-setosa
+11,6.179366491406346,3.0540016702295514,4.8994916542447555,0.26153081532237926,Iris-setosa
+12,6.179366503154112,3.0540476341972593,4.899513067614077,0.26153351601965186,Iris-setosa
+13,5.108947717749237,3.058873310839871,1.5100247182760198,0.26153082161394414,Iris-setosa
+14,5.108947716325699,3.0747651587855427,1.5100232541139027,0.26153080971977916,Iris-setosa
+15,6.179366489019619,3.0540000003628416,4.90225703699659,1.6657345019309122,Iris-virginica
+16,6.179366493939213,3.0550168775697086,1.5100252282719733,0.26153085354431715,Iris-setosa
+17,6.17936649583727,3.0540004170478547,4.900202565985665,1.6659844654066538,Iris-virginica
+18,6.179366510224172,3.054006731345854,4.89974151079338,1.665610799929956,Iris-virginica
+19,6.179366489194529,3.0540000015785007,4.908352531862635,1.6670342285522544,Iris-virginica
+20,5.108947716702375,3.05777073516447,1.510022966205805,0.2615308103782532,Iris-setosa
+21,5.108947716338509,3.089056879448542,1.510023824894309,0.2615308105983271,Iris-setosa
+22,6.179366492160961,3.054000024540014,4.900263261303989,1.665711872535225,Iris-virginica
+23,5.108947717375822,3.0777025244591516,1.5100279138448807,0.2615308312278438,Iris-setosa
diff --git a/iris/lct_gan/2/29/test.csv b/iris/lct_gan/2/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/29/train.csv b/iris/lct_gan/2/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/29/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
+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
+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/2/29/val.csv b/iris/lct_gan/2/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/3/synth.csv b/iris/lct_gan/2/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35b1718dee045fac912407ab57ce247883fbf10b
--- /dev/null
+++ b/iris/lct_gan/2/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366496058031,3.05400076134061,4.962535312686554,1.7418927955881842,Iris-virginica
+1,6.179366500067979,3.054063716329779,4.899524436777127,0.2615375248901174,Iris-setosa
+2,6.179366491061055,3.0541368578991284,1.5100229560305531,0.26153081795134736,Iris-setosa
+3,5.108947717066862,3.0787286885016045,1.5100255858307423,0.26153081672626116,Iris-setosa
+4,5.108947716468876,3.0903535665831585,1.5100242960852657,0.2615308117699871,Iris-setosa
+5,6.179366515029611,3.0540346315173306,4.899718960173742,0.2616153675223435,Iris-setosa
+6,5.108947716500233,3.0567963386318966,1.5100227274406406,0.2615308093492785,Iris-setosa
+7,5.108947716719386,3.054027348755557,4.899491356151982,0.26153080854736016,Iris-setosa
+8,6.17936650961817,3.05423388062555,1.5100911672873318,0.2615767881635585,Iris-setosa
+9,5.108947716303141,3.0547912602426677,1.510022445314619,0.2615308085053317,Iris-setosa
+10,5.108947716540355,3.076186622112512,1.5100239732702145,0.26153081180118304,Iris-setosa
+11,6.179366493854463,3.054800322484923,1.5100248578812279,0.2615308515825515,Iris-setosa
+12,6.179366489351886,3.054000006212468,4.913631508492996,1.6694130791262136,Iris-virginica
+13,6.179366555358214,3.054196018952818,4.902432655154949,0.26376167121504857,Iris-setosa
+14,5.108947716596554,3.055783081250099,1.5100227951922758,0.26153081020132674,Iris-setosa
+15,5.108947716395199,3.0756003100459783,1.510023405921351,0.2615308099510888,Iris-setosa
+16,6.1793664890712,3.05400000069404,4.903931159619787,1.6660460848162089,Iris-virginica
+17,5.108947716449478,3.1311939436930833,1.5100263177623185,0.2615308143757546,Iris-setosa
+18,5.108947716330115,3.0653546713370043,1.5100228857574973,0.2615308092350438,Iris-setosa
+19,6.179366489266865,3.054000000982086,4.899848736062376,1.6654808688959446,Iris-virginica
+20,5.108947716396921,3.107814956712447,1.510024816284427,0.26153081189587635,Iris-setosa
+21,5.108947716303933,3.069139738336302,1.510023001107657,0.26153080930341527,Iris-setosa
+22,6.179366489114342,3.054000001223555,4.906681090784749,1.6666625392101941,Iris-virginica
+23,5.108947716459387,3.1240435409962304,1.5100259918525978,0.2615308142062457,Iris-setosa
+24,5.108947716304807,3.0818548436694218,1.51002346594934,0.26153081006449913,Iris-setosa
+25,6.179366488933938,3.0540000003623065,4.901865926714719,1.6657054776358367,Iris-virginica
+26,6.179366489151234,3.0540000018536846,4.904272892690006,1.6663726062113544,Iris-virginica
+27,6.179366502822786,3.0540111604608495,4.899574039945539,1.6654841630972825,Iris-setosa
+28,5.108947716376537,3.0922287722026405,1.5100240724300709,0.26153081105897985,Iris-setosa
+29,6.179366489558995,3.054000007795287,4.904723225414017,1.6672001598832216,Iris-virginica
+30,5.108947716354999,3.099807485419726,1.51002426560267,0.26153081121100236,Iris-setosa
+31,6.179366495610282,3.054000123736511,4.89949526839059,1.6654283349627883,Iris-versicolor
+0,5.1089477165027395,3.0983241644624266,1.5100248470932935,0.26153081276208834,Iris-setosa
+1,6.179366488882494,3.0540000001534873,4.900632819706034,1.6655257728611965,Iris-virginica
+2,6.1793664889292925,3.054000000582653,4.902720667816858,1.665898469757273,Iris-virginica
+3,5.108947716401698,3.081505174107115,1.5100236762369423,0.2615308105297444,Iris-setosa
+4,5.108947716481575,3.0560499001370944,1.5100225977568296,0.2615308089055151,Iris-setosa
+5,5.1089477163977675,3.0591590302893494,1.5100227416639933,0.26153080919995425,Iris-setosa
+6,5.108947716332976,3.084131780169942,1.5100236144813795,0.26153081032657843,Iris-setosa
+7,6.1793664892010245,3.054000002646074,4.902978229247312,1.6662554741587001,Iris-virginica
+8,5.10894771640153,3.060420536429999,1.5100228115133323,0.2615308092787606,Iris-setosa
+9,5.108947716659105,3.069665232775347,1.5100239339303023,0.26153081265854805,Iris-setosa
+10,6.179366489249795,3.054000004243442,4.911162951592173,1.6683985812186974,Iris-virginica
+11,6.179366492751158,3.0540012520328275,4.899492808148518,1.665427767963066,Iris-setosa
+12,6.17936649089098,3.0540000036702843,4.899492205256223,1.665427571225255,Iris-versicolor
+13,5.108947716886135,3.0546320741536563,1.5100226665844225,0.2615308098540673,Iris-setosa
+14,6.179366493110551,3.05400010738527,4.903441029730456,1.6680189217282007,Iris-virginica
+15,6.179366488947288,3.0540000000909227,4.90018835552498,1.665470036254897,Iris-virginica
+16,6.179366490920998,3.054000475719765,4.899491851821496,1.6654275414390396,Iris-versicolor
+17,6.17936648893234,3.054000000293685,4.90144840725672,1.6656377976085055,Iris-virginica
+18,5.108947716328866,3.082021900968022,1.5100235390630603,0.2615308101425665,Iris-setosa
+19,5.108947716334696,3.075066717751988,1.51002326200351,0.2615308096539994,Iris-setosa
+20,5.108947716462663,3.091263987646797,1.510024301942733,0.26153081161738667,Iris-setosa
+21,5.108947716356367,3.0630329382434858,1.510022786587189,0.2615308089891564,Iris-setosa
+22,5.1089477167446775,3.054955743896465,1.5100225764482813,0.26153080894008796,Iris-setosa
+23,6.179366488913539,3.0540000000811767,4.900121604891586,1.6654665287385841,Iris-virginica
+24,5.108947716390775,3.1126467262004134,1.5100249305521525,0.26153081230192243,Iris-setosa
+25,6.17936648917909,3.0540000021078,4.909007918577143,1.6673445544499854,Iris-virginica
+26,6.179366489076006,3.0540000007768318,4.904102556523208,1.6660960137367113,Iris-virginica
+27,5.108947716297397,3.0737768550323046,1.5100231716832664,0.26153080955965596,Iris-setosa
+28,6.179366494659077,3.0540014533560753,4.899498781561953,1.6654302428478847,Iris-setosa
+29,5.108947716416948,3.0541813266235835,1.5100224269642482,0.26153080850959565,Iris-setosa
+30,5.108947716411315,3.092871555135559,1.5100241058633053,0.2615308110224715,Iris-setosa
+31,6.17936648889238,3.0540000002167123,4.900590434992145,1.6655307437469156,Iris-virginica
+0,6.179366490197662,3.0540000325312655,4.899491331067548,1.6654274762623804,Iris-versicolor
+1,5.108947716920945,3.0542478492240916,1.5100227597452307,0.26153081248831805,Iris-setosa
+2,6.1793664888430415,3.054000000198243,4.900068335950997,1.6654827827279526,Iris-virginica
+3,5.1089477163362425,3.070648193232251,1.510023059223132,0.2615308094694333,Iris-setosa
+4,5.1089477164302135,3.1322190709525173,1.5100262423752062,0.2615308142033572,Iris-setosa
+5,5.108947716414759,3.054466459788565,1.5100224598206327,0.2615308085883242,Iris-setosa
+6,5.108947716416116,3.0591504844765236,1.5100227401370379,0.26153080907411247,Iris-setosa
+7,6.179366488927978,3.054000000116376,4.900324039431294,1.6654855181619441,Iris-virginica
+8,5.108947716651623,3.0540009673669832,4.899491308034197,0.2615308084310136,Iris-setosa
+9,6.1793664929866345,3.0540001554278486,4.901569700769916,1.6670759405353028,Iris-virginica
+10,6.179366489851961,3.0540000140574595,4.904055811024914,1.6673326159993997,Iris-virginica
+11,6.1793664897457825,3.0540000669372316,5.0636179567327835,1.748741029833628,Iris-virginica
+12,5.108947716436946,3.0906513776755853,1.5100242017004426,0.261530811366253,Iris-setosa
+13,6.179366488950863,3.0540000002449226,4.899593947132761,1.6654369585260396,Iris-virginica
+14,6.179366490769027,3.0540005421948435,4.899491435600706,1.6654274793853971,Iris-setosa
+15,6.179366489230821,3.054000003751902,4.910309443195748,1.6680715028277233,Iris-virginica
+16,5.108947716415077,3.0688753216385334,1.510023177471969,0.2615308098163815,Iris-setosa
+17,6.179366494405278,3.0540000356259838,4.8997237000473985,1.6655020189275855,Iris-virginica
+18,5.108947716296127,3.0812736978089554,1.5100234521809608,0.26153081004732853,Iris-setosa
+19,6.179366489152406,3.0540000013130886,4.907023110730679,1.6667341873485033,Iris-virginica
+20,6.179366499259276,3.0540197712290458,4.899508161516354,0.2615335316244227,Iris-setosa
+21,6.179366488811567,3.054000000151202,4.899873349480579,1.6654612264133282,Iris-virginica
+22,5.108947716353559,3.084865948120378,1.5100236873678508,0.2615308103778955,Iris-setosa
+23,5.108947716328681,3.0705463743781727,1.5100230691015697,0.26153080943219376,Iris-setosa
+24,5.1089477164023105,3.0540041853890916,4.899491312156389,0.26153080844604404,Iris-setosa
+25,5.108947716376309,3.104271029505207,1.510024598691744,0.2615308118567361,Iris-setosa
+26,6.179366491492641,3.054075462011546,4.899492050523593,0.26153081437240644,Iris-setosa
+27,5.10894771643997,3.0696571896573936,1.5100232130406153,0.2615308096891256,Iris-setosa
+28,5.108947716348458,3.072301696326411,1.510023160067203,0.26153080963870934,Iris-setosa
+29,5.108947716454525,3.0662644580955036,1.510023061732175,0.26153080956416774,Iris-setosa
+30,5.108947716434245,3.0636882881457286,1.5100228967047162,0.26153080917794935,Iris-setosa
+31,6.17936648926564,3.0540000053271092,4.916101939856916,1.6699969453388543,Iris-virginica
+0,5.108947716585633,3.129398924546586,1.510027159561268,0.26153081662346356,Iris-setosa
+1,5.108947716369681,3.0942403534269762,1.5100240287608218,0.2615308109610028,Iris-setosa
+2,6.179366492035705,3.0540000182855978,4.899496480452075,1.6654284703473035,Iris-versicolor
+3,6.179366489121534,3.0540000007470263,4.904077308333867,1.6660463328287207,Iris-virginica
+4,6.1793664891748215,3.054000001883878,4.909547688908088,1.6674045737837517,Iris-virginica
+5,6.179366504457587,3.054001364045782,4.901561143158001,1.6677199720853755,Iris-virginica
+6,6.179366489740917,3.054000003130058,4.900385109270941,1.6656172157052178,Iris-virginica
+7,5.108947716352843,3.0648583082469125,1.510022933707723,0.2615308093931811,Iris-setosa
+8,6.179366490967204,3.0540407572180865,4.899492064027666,0.26153081887023716,Iris-setosa
+9,5.10894771673579,3.0614737775743053,1.51002344284204,0.26153081201903206,Iris-setosa
+10,6.179366491664152,3.054000483972281,4.899491666691246,1.665427500359338,Iris-versicolor
+11,6.179366488757574,3.0540000000421634,4.899621161253703,1.6654341892587636,Iris-virginica
+12,5.108947718114707,3.0579231318038143,1.5100252861610994,0.26153083276959427,Iris-setosa
+13,6.179366497098814,3.0540025337802343,4.899507354002081,1.665434501536594,Iris-setosa
+14,5.1089477179501115,3.0576829378347745,1.5100241832748558,0.261530818010333,Iris-setosa
+15,5.108947716355769,3.0766543030189646,1.5100233553357052,0.26153080978538784,Iris-setosa
+16,6.179366490458363,3.054000005130756,4.900359073932167,1.6656219104571708,Iris-virginica
+17,5.1089477165324695,3.054185378531908,1.510022434086236,0.26153080852323357,Iris-setosa
+18,6.179366489800054,3.054000007206946,4.902104876008568,1.6662358368185837,Iris-virginica
+19,6.17936649995597,3.0540033235778283,4.899534541042165,1.6654495142422978,Iris-setosa
+20,5.108947716570393,3.0601660947440075,1.5100230614852717,0.261530810334109,Iris-setosa
+21,5.1089477165120805,3.055566579342704,1.5100226244518558,0.2615308090498671,Iris-setosa
+22,6.179366489920486,3.0540000015711177,4.899499161947385,1.6654283821352285,Iris-versicolor
+23,6.179366489021483,3.054000000224071,4.899539334350821,1.6654312801252078,Iris-virginica
diff --git a/iris/lct_gan/2/3/test.csv b/iris/lct_gan/2/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/3/train.csv b/iris/lct_gan/2/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/3/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
+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
+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/2/3/val.csv b/iris/lct_gan/2/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/4/synth.csv b/iris/lct_gan/2/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..617dc4f0abb26ad5bbe9c808764bf57cba5aeb5e
--- /dev/null
+++ b/iris/lct_gan/2/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716330257,3.102769700077645,1.5100243028091207,0.2615308112150429,Iris-setosa
+1,6.179366489069236,3.0540000004650367,4.902862273224793,1.6658230501719666,Iris-virginica
+2,6.179366489499091,3.054000016393041,4.961478897177404,1.6880903207513305,Iris-virginica
+3,6.17936648897164,3.054000000212691,4.90117085793693,1.6655797482919046,Iris-virginica
+4,6.179366489124241,3.0540000013140958,4.906727996917808,1.6666992925743291,Iris-virginica
+5,5.108947716352173,3.064651379879609,1.510022900100451,0.2615308092260443,Iris-setosa
+6,5.108947716292083,3.0660602722124746,1.5100228672760985,0.26153080917117694,Iris-setosa
+7,6.179366489939284,3.0540000033642287,4.899867269860219,1.6655126794000294,Iris-virginica
+8,5.10894771641749,3.07545048846011,1.5100234143491746,0.26153081005927675,Iris-setosa
+9,6.179366490576095,3.0540000156217166,4.901969437842178,1.6663470728007148,Iris-virginica
+10,6.179366488994041,3.054000000190677,4.900974780537589,1.6655512861415298,Iris-virginica
+11,5.108947716525314,3.0604162617124353,1.5100229051303893,0.2615308094393922,Iris-setosa
+12,6.17936648889025,3.0540000003302907,4.900857897738461,1.6655858839761604,Iris-virginica
+13,5.108947716649064,3.0919323842719972,1.5100252815865096,0.2615308149697623,Iris-setosa
+14,6.179366488946173,3.0540000000857495,4.900154381174471,1.6654672133952209,Iris-virginica
+15,6.179366491014333,3.0540002686938057,4.899491450328012,1.6654274831722196,Iris-versicolor
+16,5.108947716401764,3.0639589545200177,1.5100229085551304,0.26153080926418876,Iris-setosa
+17,6.179366488966276,3.0540000001200887,4.900449992622901,1.665493352859354,Iris-virginica
+18,6.179366490575302,3.0540001378278427,5.03016512828989,1.7535525145721549,Iris-virginica
+19,5.108947717014554,3.075028350340645,1.510025396981279,0.26153081817771223,Iris-setosa
+20,6.179366512825984,3.0603089047627283,1.5101181156912578,0.26153890874369434,Iris-setosa
+21,6.179366494514564,3.0542374775703633,1.5100276007071236,0.2615312935842935,Iris-setosa
+22,6.179366488875574,3.0540000002176013,4.900809814887351,1.6655568477265248,Iris-virginica
+23,5.108947716572478,3.081808043541537,1.5100245078090788,0.2615308132157307,Iris-setosa
+24,5.108947716510673,3.066584668691863,1.5100233008692197,0.26153081034536557,Iris-setosa
+25,6.179366488818559,3.054000000066058,4.899947292965499,1.665455647654805,Iris-virginica
+26,5.108947716439683,3.125168592243883,1.510026091275711,0.26153081446943416,Iris-setosa
+27,5.108947716461567,3.0557363304257548,1.5100225453597667,0.26153080871456746,Iris-setosa
+28,5.108947716371831,3.102443512684768,1.5100244562031122,0.26153081138483525,Iris-setosa
+29,6.179366488941551,3.0540000001160763,4.900379903199825,1.6654893223756506,Iris-virginica
+30,5.108947716312788,3.0879355792947303,1.5100237491843267,0.2615308104095805,Iris-setosa
+31,5.1089477173763775,3.0545691137339346,1.51002323016272,0.26153081829911673,Iris-setosa
+0,6.179366489693941,3.0540000007156576,4.899505041712455,1.6654287326937571,Iris-versicolor
+1,6.179366488931334,3.054000000454858,4.901626793335774,1.6657040902441587,Iris-virginica
+2,6.179366489659819,3.0540000285352464,4.958447763717394,1.6922844726268884,Iris-virginica
+3,6.179366489308114,3.054000006127572,4.912128849606662,1.6691337720743353,Iris-virginica
+4,5.108947716603216,3.0565057612744067,1.5100227442991885,0.2615308093811734,Iris-setosa
+5,6.179366489006695,3.0540000006691574,4.90389107714211,1.6660597206103887,Iris-virginica
+6,6.179366490966626,3.0540065799438163,4.899491693917212,0.2615308138161641,Iris-setosa
+7,5.10894771640309,3.115459537849459,1.5100251377239804,0.26153081284073565,Iris-setosa
+8,6.179366491494459,3.054000003489348,4.899495523080112,1.6654279573916977,Iris-versicolor
+9,5.108947716332421,3.0948571073104403,1.5100240790006927,0.2615308109709344,Iris-setosa
+10,6.179366489558462,3.054000000470063,4.899497766712253,1.6654279638895702,Iris-versicolor
+11,5.108947716322074,3.0893711760349327,1.5100237292320093,0.26153081042243986,Iris-setosa
+12,6.179366489665284,3.0540000035825354,4.900115394266931,1.6655859114920397,Iris-virginica
+13,5.108947716439165,3.1090736306162547,1.510025029657597,0.26153081248013804,Iris-setosa
+14,6.179366499356312,3.0540036102348376,4.8994988308107015,1.6654300890336886,Iris-setosa
+15,6.179366493848878,3.054008731307963,4.899493671478034,0.2615309372916831,Iris-setosa
+16,6.179366489132547,3.0540000025515472,4.908890176811944,1.667561235513265,Iris-virginica
+17,5.108947716392903,3.1042890444151148,1.5100246419411023,0.26153081186870514,Iris-setosa
+18,6.179366488846525,3.0540000001597627,4.90049854946382,1.6655181888590649,Iris-virginica
+19,5.108947716340647,3.0851620494867706,1.5100236704122818,0.2615308104533967,Iris-setosa
+20,5.108947716431731,3.1140508652695162,1.5100253559684045,0.2615308132999206,Iris-setosa
+21,5.108947716400764,3.112727150940303,1.5100250280018386,0.2615308126050783,Iris-setosa
+22,5.108947716409643,3.0771424491206587,1.5100234528914145,0.2615308102750207,Iris-setosa
+23,6.17936649029443,3.054000037228977,4.9182530855888,1.675058476444869,Iris-virginica
+24,5.108947716566345,3.0694538208044606,1.510023670006894,0.26153081127151323,Iris-setosa
+25,6.1793665049649045,3.0584477677575412,1.5100604192708413,0.26153282479147294,Iris-setosa
+26,6.179366490001056,3.054000001101332,4.899497662237671,1.6654280735048814,Iris-versicolor
+27,6.179366510339518,3.0540021314080836,4.910924695451014,1.6806193572169228,Iris-virginica
+28,5.108947716483426,3.132562787062023,1.5100266125052952,0.2615308154469834,Iris-setosa
+29,6.179366503573828,3.0540029330756306,4.955899600760765,1.7615439950414944,Iris-virginica
+30,5.108947716996214,3.055474602582083,1.5100232443651933,0.2615308146043125,Iris-setosa
+31,5.108947716437366,3.056570136001399,1.510022592158293,0.2615308088386591,Iris-setosa
+0,5.108947716325085,3.05425070769746,1.5100224188370335,0.26153080847698296,Iris-setosa
+1,6.1793664891816364,3.0540000027078005,4.903526438961422,1.666412994475413,Iris-virginica
+2,5.108947717105326,3.126520125844161,1.5100316667541394,0.2615308326008242,Iris-setosa
+3,5.108947716389083,3.097565223193522,1.5100242404498272,0.2615308111589537,Iris-setosa
+4,6.179366490396998,3.0540000982333813,4.975621597740945,1.7175469665314342,Iris-virginica
+5,5.108947716384647,3.0617666462383655,1.5100227818795953,0.2615308090371898,Iris-setosa
+6,5.108947717460306,3.1212309869330275,1.5100349736872973,0.2615308525619317,Iris-setosa
+7,5.10894771627568,3.0787095901212433,1.5100232803863876,0.2615308097902938,Iris-setosa
+8,5.108947716456757,3.1119021550017356,1.5100253569838242,0.2615308131018981,Iris-setosa
+9,6.179366488876114,3.05400000007551,4.900033886096179,1.6654604759110263,Iris-virginica
+10,6.179366489957785,3.054000000772897,4.899503513941733,1.6654285122407355,Iris-versicolor
+11,6.1793664906871175,3.0540029175839662,4.8994914870646324,0.2615308103011237,Iris-setosa
+12,6.179366519559982,3.0540114870457082,4.927902876330789,1.724809805510693,Iris-virginica
+13,6.1793665003518665,3.054002134429026,4.899510532335623,1.6654353685002696,Iris-setosa
+14,6.179366489039353,3.05400000024964,4.901434309308767,1.6656034091188658,Iris-virginica
+15,5.10894771629058,3.065063955124646,1.5100227870554401,0.2615308090334047,Iris-setosa
+16,6.179366488988482,3.0540000009320467,4.902166430976931,1.6658877063201278,Iris-virginica
+17,5.10894771656097,3.054920403521257,1.5100226327177695,0.26153080938143075,Iris-setosa
+18,5.108947716361149,3.0615085250995957,1.510022777086583,0.2615308090755928,Iris-setosa
+19,6.179366489261673,3.0540000016075135,4.90102276821944,1.665705876112671,Iris-virginica
+20,6.179366497714571,3.054000619993592,4.904395738028834,1.6708699493809285,Iris-virginica
+21,5.1089477163923185,3.0619413586662434,1.5100227697364677,0.2615308090245869,Iris-setosa
+22,6.179366489111841,3.0540000007967736,4.904525571175358,1.666156900986822,Iris-virginica
+23,6.179366495057322,3.0540003865531786,4.904893140647379,1.6707330774695222,Iris-virginica
+24,5.108947716713176,3.071712547595779,1.510024359553199,0.2615308137373331,Iris-setosa
+25,5.108947716354768,3.0689614164867964,1.510023127468699,0.2615308097740011,Iris-setosa
+26,5.1089477164696975,3.0642866222265375,1.5100229934061404,0.26153080947303803,Iris-setosa
+27,6.179366498772532,3.05400028420893,4.899915969430598,1.6656490643479174,Iris-virginica
+28,6.179366488862898,3.0540000000847707,4.900071387767257,1.6654649842903704,Iris-virginica
+29,6.179366493572808,3.0669362210456925,1.5100333315719745,0.261530929923946,Iris-setosa
+30,6.179366488957762,3.054000000524823,4.9005594375634045,1.66556730688316,Iris-virginica
+31,5.10894771632209,3.0626869819420994,1.5100227326863507,0.2615308088834357,Iris-setosa
+0,6.179366490948518,3.054000013469279,4.8995261076864685,1.6654357116179648,Iris-versicolor
+1,6.179366488880547,3.054000000190982,4.900935692451642,1.6655642025592328,Iris-virginica
+2,5.108947716413123,3.12132890175167,1.5100255288540136,0.2615308133694257,Iris-setosa
+3,6.179366490519216,3.054000082754104,4.967520065053253,1.7080943466275647,Iris-virginica
+4,6.1793664891954965,3.054000003449729,4.912267419955551,1.6685342689914342,Iris-virginica
+5,6.179366490164485,3.0540000269858303,4.913116739341243,1.6715922845730073,Iris-virginica
+6,6.179366489220479,3.0540000026842393,4.905387771436841,1.6667119645098114,Iris-virginica
+7,5.108947716396481,3.0558734713422973,1.510022522722156,0.2615308086550933,Iris-setosa
+8,6.17936650660567,3.0540402745590662,4.899507024215012,0.26153225213165915,Iris-setosa
+9,5.108947718103617,3.054070473354822,4.8994917637537965,0.26153081105064097,Iris-setosa
+10,6.179366497328598,3.0540472831705165,4.899498715062098,0.26153122415172286,Iris-setosa
+11,5.108947716392853,3.1148270293718614,1.5100250675788023,0.26153081233711667,Iris-setosa
+12,5.1089477163624535,3.074639408596721,1.510023357445862,0.2615308099468323,Iris-setosa
+13,5.108947716410855,3.0694913446221674,1.5100231639476924,0.2615308096644515,Iris-setosa
+14,6.179366490130348,3.0540000009844714,4.899496102559767,1.6654278833115905,Iris-versicolor
+15,5.108947716339165,3.0809898655782564,1.510023479163099,0.26153081015261953,Iris-setosa
+16,5.1089477163449075,3.0553275156321704,1.5100224780450886,0.2615308085576706,Iris-setosa
+17,6.17936650332042,3.054000265467227,4.899622241214711,1.6654790552247964,Iris-virginica
+18,5.1089477163622625,3.1049391170273957,1.5100245531186829,0.26153081159005914,Iris-setosa
+19,6.1793664900935275,3.0542055454910404,1.5100228502807709,0.2615308152677242,Iris-setosa
+20,5.108947716845512,3.0540437319163756,4.899491528640735,0.2615308097063486,Iris-setosa
+21,5.1089477163828425,3.0557431196238736,1.5100225231838682,0.2615308086780349,Iris-setosa
+22,5.108947717695956,3.054146522436954,1.5100227992588557,0.26153081404294526,Iris-setosa
+23,5.108947716344816,3.0856896883279603,1.5100236335884138,0.2615308103798169,Iris-setosa
diff --git a/iris/lct_gan/2/4/test.csv b/iris/lct_gan/2/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/4/train.csv b/iris/lct_gan/2/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/4/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
+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
+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/2/4/val.csv b/iris/lct_gan/2/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/5/synth.csv b/iris/lct_gan/2/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b78d0abbe5e9e782b9b3184abca778210cbd8af
--- /dev/null
+++ b/iris/lct_gan/2/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477164786485,3.0916621992612527,1.5100243092419126,0.2615308115652191,Iris-setosa
+1,5.1089477163827,3.0776097500879924,1.510023497435153,0.2615308103372672,Iris-setosa
+2,6.179366490734375,3.0540000047913103,4.8994930964376815,1.6654277109762103,Iris-versicolor
+3,6.179366488956398,3.0540000008112558,4.902795027056599,1.6659742401031317,Iris-virginica
+4,5.108947716691868,3.0568988805374864,1.5100227132702995,0.26153080912598003,Iris-setosa
+5,5.108947716304361,3.0767621026943393,1.5100232959125472,0.26153080966710973,Iris-setosa
+6,5.1089477162585775,3.05461584720142,1.5100224204671393,0.2615308084519978,Iris-setosa
+7,5.108947717189193,3.0556211249561493,1.5100230286294622,0.2615308113684409,Iris-setosa
+8,6.179366489120668,3.054000001247735,4.906550288748729,1.666647328319903,Iris-virginica
+9,6.179366488939815,3.054000000320675,4.901802738430827,1.665685925201134,Iris-virginica
+10,6.179366488849195,3.054000000178153,4.900263606610108,1.6654976205671526,Iris-virginica
+11,6.179366489030684,3.0540000004783585,4.902751194284792,1.6658232701205757,Iris-virginica
+12,6.1793664890368625,3.0540000005462744,4.903378482617687,1.6659398874899165,Iris-virginica
+13,6.179366489437111,3.0540000116557784,4.9506811674124185,1.6828899132422404,Iris-virginica
+14,6.179366489245425,3.054000002169927,4.911081519537287,1.6677774110694388,Iris-virginica
+15,5.10894771626454,3.0632186471720004,1.5100227040819112,0.26153080888444563,Iris-setosa
+16,5.108947716943234,3.059381071701046,1.5100236447342257,0.26153081411153345,Iris-setosa
+17,6.179366489880255,3.054000097803378,5.084200743437057,1.7735681000235402,Iris-virginica
+18,5.108947716458674,3.120302808545324,1.5100258988484734,0.2615308138576698,Iris-setosa
+19,6.179366488940643,3.054000000464706,4.9010847992295155,1.6656306623293198,Iris-virginica
+20,6.1793664954401635,3.0540004137881867,4.909287191691655,1.6755810121455714,Iris-virginica
+21,5.108947716291108,3.0622646820265267,1.5100226975156155,0.26153080885532326,Iris-setosa
+22,6.179366490678102,3.0540000069084283,4.899491653951912,1.6654275141257193,Iris-versicolor
+23,5.108947716466384,3.0544318521746474,1.5100224630209564,0.2615308085870969,Iris-setosa
+24,5.108947716360379,3.068718321457198,1.5100230783932802,0.26153080965123565,Iris-setosa
+25,6.179366489048525,3.0540000009936548,4.905081227541968,1.6663405809393947,Iris-virginica
+26,6.179366491252735,3.0540000120003614,4.899491889392311,1.6654275516164685,Iris-versicolor
+27,5.10894771646583,3.0676620649486144,1.5100231345182746,0.26153080953153224,Iris-setosa
+28,6.179366488884605,3.0540000000682306,4.899980918150355,1.6654555737608407,Iris-virginica
+29,6.179366489900417,3.054000015868601,4.910888350565205,1.6697301305726964,Iris-virginica
+30,5.108947716313566,3.0783013712967797,1.5100233350955257,0.26153080981643545,Iris-setosa
+31,6.179366497493142,3.0540010264652984,4.91409776516404,1.6853686574444158,Iris-virginica
+0,6.179366489242127,3.0540000023833307,4.911620856818792,1.668014647450492,Iris-virginica
+1,6.179366489414637,3.0540000070596154,4.9313217438113135,1.6747953264522895,Iris-virginica
+2,5.108947717008021,3.054333935066912,1.5100228339845947,0.26153081359405506,Iris-setosa
+3,5.108947716412812,3.065304698073514,1.5100229876352917,0.26153080942833956,Iris-setosa
+4,6.179366489264438,3.054000001972473,4.909414429277415,1.6673020669753993,Iris-virginica
+5,6.179366488984779,3.0540000002029553,4.901087379742984,1.6655673383499068,Iris-virginica
+6,6.179366490439751,3.054002319502426,4.899491434144185,0.2615308097146525,Iris-setosa
+7,6.179366490119467,3.0540041688415123,4.899491405128694,0.26153080907832116,Iris-setosa
+8,5.108947716673539,3.1112023200243737,1.5100267489336159,0.2615308170873512,Iris-setosa
+9,5.108947716530857,3.0585724686865303,1.5100228280575123,0.2615308094688155,Iris-setosa
+10,5.108947716790857,3.0544484201262674,1.510022621911331,0.26153080963737657,Iris-setosa
+11,5.10894771733413,3.0541557997784814,1.5100227461827211,0.26153081273076856,Iris-setosa
+12,6.179366498068194,3.0540001224830786,4.89955337355997,1.665446628535155,Iris-versicolor
+13,5.108947716306037,3.0628458874537188,1.5100227491296336,0.26153080898850556,Iris-setosa
+14,6.179366489347069,3.054000006047953,4.926572920531295,1.6730181274174087,Iris-virginica
+15,5.108947716378824,3.0622792380415342,1.5100227709035952,0.2615308089658923,Iris-setosa
+16,6.179366489036036,3.054000000553181,4.90031334080419,1.6655290280891395,Iris-virginica
+17,6.179366488953346,3.0540000002214263,4.901129724200472,1.6655805064123708,Iris-virginica
+18,5.108947716337693,3.0834044253650585,1.510023596067695,0.26153081039729775,Iris-setosa
+19,6.179366489016883,3.0540000007555004,4.903286608130559,1.665982459181701,Iris-virginica
+20,5.1089477164882755,3.124007504736768,1.5100261229745702,0.2615308142358382,Iris-setosa
+21,5.108947716275708,3.0780184341768857,1.5100232742740651,0.2615308097424678,Iris-setosa
+22,6.179366488930089,3.054000000142022,4.900528066981277,1.665506845447337,Iris-virginica
+23,6.179366489302482,3.054000006034599,4.920005086369272,1.6712294797375364,Iris-virginica
+24,6.1793664901473235,3.054000011083269,4.900338140017409,1.6657435468682058,Iris-virginica
+25,6.179366490933401,3.054000004405585,4.899516420635789,1.665431271632436,Iris-versicolor
+26,5.108947716291732,3.0661322207682122,1.5100228519466314,0.261530809112859,Iris-setosa
+27,6.17936648926415,3.0540000051376013,4.918579581415836,1.6706623880410383,Iris-virginica
+28,5.108947716335431,3.076075623542947,1.5100232682971717,0.26153080974860077,Iris-setosa
+29,6.17936648927567,3.0540000044888114,4.919603091421007,1.6707194041038682,Iris-virginica
+30,6.179366489216236,3.0540000017739537,4.909362013880007,1.6672986778958936,Iris-virginica
+31,6.179366488947993,3.054000000119607,4.900436106802732,1.6654949678018744,Iris-virginica
+0,6.17936648903999,3.0540000003213263,4.902005523210994,1.665688266816491,Iris-virginica
+1,6.1793664928827985,3.0540005199290516,4.899491798674856,1.6654275154739104,Iris-versicolor
+2,6.179366489176003,3.054000002362606,4.910124000325941,1.667681757257172,Iris-virginica
+3,6.17936651581845,3.0540314401067135,4.899987998049455,1.66593701808966,Iris-setosa
+4,5.108947716419251,3.062955792088406,1.5100230108461141,0.261530809773494,Iris-setosa
+5,5.10894771667707,3.0559272910868867,1.510022732415267,0.2615308094875192,Iris-setosa
+6,6.179366489500147,3.054000348418694,4.899491317892708,1.6654274754187002,Iris-setosa
+7,6.179366488925943,3.054000000207037,4.900938596481965,1.6655613931102022,Iris-virginica
+8,5.1089477165879185,3.0734987138388283,1.5100240554073876,0.26153081219727503,Iris-setosa
+9,5.108947716428927,3.12300433023082,1.510025641019284,0.26153081325932365,Iris-setosa
+10,6.179366488899944,3.054000000422669,4.901861782064195,1.665738633263691,Iris-virginica
+11,6.179366488968939,3.054000000565751,4.901184418090633,1.6656573500049738,Iris-virginica
+12,5.108947718318004,3.055624426884677,1.510024715374592,0.26153083492493545,Iris-setosa
+13,6.179366490474778,3.054000326918161,5.16816494626746,1.8943797289073872,Iris-virginica
+14,6.179366490621217,3.0540000032353904,4.899503137884536,1.665429105240834,Iris-versicolor
+15,5.108947716872245,3.054019654785592,4.899491412826232,0.26153080892331965,Iris-setosa
+16,6.179366499657326,3.0542636993564125,1.510034367025627,0.26153261177427267,Iris-setosa
+17,6.1793664977714755,3.054001596374271,4.899493760871541,1.6654278873415898,Iris-setosa
+18,6.179366492914463,3.054000245344316,4.924170502943059,1.688615519591524,Iris-virginica
+19,6.1793664891087,3.0540000010051203,4.905058913770669,1.6662901294338441,Iris-virginica
+20,6.179366512757664,3.05400571152036,4.921176023913222,1.704975372272437,Iris-virginica
+21,6.179366488906997,3.0540000000918357,4.90018534064299,1.665472853873302,Iris-virginica
+22,5.108947716689407,3.054002085078517,4.899491322907418,0.26153080849351484,Iris-setosa
+23,6.179366489513137,3.054000000863414,4.8995775580997165,1.6654377153911495,Iris-virginica
+24,6.179366504193268,3.0572412231912267,1.510050402360971,0.26153212549045257,Iris-setosa
+25,6.179366490177611,3.054000006694231,4.899652267702053,1.6654727187950586,Iris-virginica
+26,6.179366493272379,3.0540025176901593,4.899493173321865,1.6654277737001626,Iris-setosa
+27,6.179366489291026,3.054000006582344,4.920589074643705,1.671775758162857,Iris-virginica
+28,6.179366491341818,3.0540000025631713,4.899498750520036,1.6654282484506917,Iris-versicolor
+29,5.108947716431708,3.058921520847769,1.5100227924868903,0.2615308093523955,Iris-setosa
+30,5.108947716438726,3.0898882023393828,1.5100242520751428,0.26153081169360803,Iris-setosa
+31,6.179366490814598,3.0540000744379636,4.899491420584576,1.6654274830376576,Iris-versicolor
+0,6.179366490428074,3.0541319443233954,1.5100228393906645,0.2615308168437282,Iris-setosa
+1,6.179366490028745,3.0540000223739163,4.921138845758997,1.6741757741704673,Iris-virginica
+2,6.179366489074996,3.054000001819604,4.9074088788318075,1.6670890265216838,Iris-virginica
+3,6.17936648961308,3.054000040659156,4.998716809097925,1.712676150470829,Iris-virginica
+4,6.179366489156692,3.0540000016035176,4.908419860106986,1.6671185712606924,Iris-virginica
+5,5.10894771644857,3.0767976801290184,1.5100236600254344,0.26153081076487655,Iris-setosa
+6,5.10894771638178,3.0664519041185487,1.5100230035559867,0.26153080945636187,Iris-setosa
+7,6.179366493905327,3.0540006338421817,4.969606994399665,1.7526384892096247,Iris-virginica
+8,5.108947716316043,3.078308707663576,1.5100233193593207,0.2615308097575253,Iris-setosa
+9,5.1089477164496815,3.0603159344413804,1.5100228119198704,0.261530809303889,Iris-setosa
+10,6.179366488930793,3.0540000001041028,4.900320927279287,1.6654839166906068,Iris-virginica
+11,5.108947716737743,3.084017978744421,1.5100257214032777,0.26153081767221675,Iris-setosa
+12,6.17936648891382,3.054000000102246,4.900274105713982,1.6654807171698935,Iris-virginica
+13,6.17936648920778,3.0540000015013056,4.9008565740650045,1.6656825815948373,Iris-virginica
+14,5.108947716311955,3.059563260155545,1.5100226290995615,0.26153080880812474,Iris-setosa
+15,6.179366490596649,3.0540000077224034,4.9005772205354,1.6657089499894302,Iris-virginica
+16,6.179366490089956,3.054000039234731,4.9341132117652915,1.6822585052996208,Iris-virginica
+17,6.179366489410556,3.0540000048271767,4.908839125442103,1.6678227764067843,Iris-virginica
+18,6.179366489117557,3.0540000015219575,4.905621035393442,1.6665627140976647,Iris-virginica
+19,6.179366490583972,3.05401165768611,4.899492067467783,0.26153082713072545,Iris-setosa
+20,5.108947716402311,3.0550945904136433,1.5100224871203898,0.26153080858500455,Iris-setosa
+21,6.179366489066098,3.054000001322237,4.9066741111846675,1.6667515840115514,Iris-virginica
+22,5.108947716390286,3.057081429813404,1.5100225767128386,0.26153080873704154,Iris-setosa
+23,6.179366490010305,3.0540000607161493,4.939891492054337,1.69168547423543,Iris-virginica
diff --git a/iris/lct_gan/2/5/test.csv b/iris/lct_gan/2/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/5/train.csv b/iris/lct_gan/2/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/5/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
+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
+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/2/5/val.csv b/iris/lct_gan/2/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/6/synth.csv b/iris/lct_gan/2/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c898a373e2939af8646562f740e63b6fa5d121e1
--- /dev/null
+++ b/iris/lct_gan/2/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489777808,3.054001981597091,4.899491384835561,0.26153080907629433,Iris-setosa
+1,6.179366489687009,3.0540000065360053,4.903142526953966,1.6665147535247673,Iris-virginica
+2,5.108947716477448,3.054032078946017,4.8994913266733935,0.26153080843945625,Iris-setosa
+3,5.10894771655921,3.0570787529330246,1.5100226870364228,0.2615308090790823,Iris-setosa
+4,6.179366493111647,3.054001010800989,4.899493368040144,1.6654280009167544,Iris-setosa
+5,5.10894771637188,3.1090026335182257,1.5100246853841026,0.2615308118139671,Iris-setosa
+6,6.179366491008577,3.0540000302037402,4.899491472260025,1.6654274927954118,Iris-versicolor
+7,6.1793665014554096,3.0540012275376855,4.901979685636675,1.6682124822137676,Iris-virginica
+8,6.17936648905833,3.054000000964484,4.905014607888441,1.6663200795573327,Iris-virginica
+9,6.179366488905343,3.0540000000854994,4.900108245824469,1.6654656682364883,Iris-virginica
+10,6.179366488889861,3.0540000001829677,4.900819016210843,1.6655477389126274,Iris-virginica
+11,6.179366490784405,3.054003921010648,4.899491483793313,0.26153081012544277,Iris-setosa
+12,6.179366490950819,3.054000005909915,4.899631544962408,1.665458696561445,Iris-virginica
+13,5.10894771639316,3.072010498750508,1.5100232310060027,0.26153080983705285,Iris-setosa
+14,6.17936649410624,3.0540000101342897,4.8994948762223585,1.6654279259816052,Iris-versicolor
+15,6.179366488934671,3.0540000002480063,4.901280628348481,1.6656080027923381,Iris-virginica
+16,6.179366490361785,3.054003475344612,4.8994915925983245,0.26153081333996137,Iris-setosa
+17,5.10894771646496,3.0908827509394072,1.5100243190260296,0.2615308117055721,Iris-setosa
+18,6.17936648936283,3.054000003503085,4.905133659745447,1.6667351876571384,Iris-virginica
+19,6.179366489069126,3.054000000496438,4.903082606669069,1.6658655834511247,Iris-virginica
+20,6.17936648880692,3.054000000052983,4.899857146401329,1.6654482551518512,Iris-virginica
+21,5.108947716907091,3.0586387012514162,1.5100235098868473,0.2615308136150865,Iris-setosa
+22,6.179366499410911,3.0552672129751293,1.5100347792540256,0.2615314438042095,Iris-setosa
+23,6.1793664889871005,3.054000001023614,4.903202392912262,1.6660838305362653,Iris-virginica
+24,6.179366489258232,3.0540000021982543,4.903115004473389,1.6661566086226378,Iris-virginica
+25,6.179366490065667,3.054000001494814,4.899590028961133,1.6654398654181155,Iris-virginica
+26,6.179366488830672,3.0540000000666963,4.8999948311826795,1.665458997744985,Iris-virginica
+27,6.179366488916414,3.054000000319326,4.901285820642527,1.665626623931137,Iris-virginica
+28,6.179366489035684,3.05400000070406,4.903875036334263,1.6660574358875215,Iris-virginica
+29,5.108947716363777,3.0931956367641678,1.5100240867229637,0.2615308108989149,Iris-setosa
+30,5.108947716451314,3.0549392865759524,1.5100225169676358,0.261530808758612,Iris-setosa
+31,6.1793664892385705,3.0540000051226106,4.9204846034206255,1.671310682653454,Iris-virginica
+0,6.179366491035497,3.054205570381782,1.5100231611014265,0.26153082381364773,Iris-setosa
+1,5.10894771638459,3.058852528089582,1.5100226486076826,0.26153080881824525,Iris-setosa
+2,5.108947716844513,3.0540826068428926,1.5100224698750333,0.2615308089150009,Iris-setosa
+3,6.17936648905534,3.0540000012462367,4.905938849517229,1.6666056316305347,Iris-virginica
+4,5.108947716396769,3.1212181398390983,1.5100253073922936,0.26153081254329363,Iris-setosa
+5,5.108947716308727,3.0576665698643515,1.5100225448189997,0.2615308086494225,Iris-setosa
+6,6.179366489100243,3.054000000194412,4.899521905625382,1.6654294497084756,Iris-virginica
+7,5.108947716350338,3.0793379144388013,1.5100234395864356,0.2615308100202667,Iris-setosa
+8,5.108947716432632,3.087988757892057,1.5100239611460913,0.26153081078884577,Iris-setosa
+9,5.10894771652937,3.0822416667697854,1.5100239671452893,0.2615308109806292,Iris-setosa
+10,5.108947716271471,3.0669825744231303,1.510022854134955,0.26153080908040177,Iris-setosa
+11,5.108947716416956,3.0702287855227235,1.510023181376814,0.26153080972107035,Iris-setosa
+12,5.108947716300967,3.0627888893413115,1.5100227780348132,0.26153080911393406,Iris-setosa
+13,5.108947716627782,3.0639913958470557,1.5100234640695331,0.2615308114276229,Iris-setosa
+14,5.108947716472914,3.0661198888459693,1.5100232070850266,0.2615308102765062,Iris-setosa
+15,5.108947716268084,3.054098225041046,1.5100223966938842,0.2615308084259861,Iris-setosa
+16,6.179366490376323,3.0540004543083055,4.899491450557961,1.6654274811667844,Iris-setosa
+17,6.179366489200174,3.054000002150332,4.90654297693563,1.6668512386505268,Iris-virginica
+18,6.179366488979322,3.054000000901766,4.900956138110975,1.6656829530783264,Iris-virginica
+19,6.179366489226335,3.0540000033155037,4.914492282583536,1.6690264516311568,Iris-virginica
+20,5.108947716275908,3.0560199499468945,1.510022478515484,0.2615308085410387,Iris-setosa
+21,6.179366488878981,3.0540000003293257,4.901104334820599,1.6656181916331778,Iris-virginica
+22,5.108947716836756,3.070601277190737,1.51002433016524,0.2615308134391202,Iris-setosa
+23,6.179366488889033,3.0540000002397973,4.900999571543193,1.665582411316693,Iris-virginica
+24,6.1793664991349875,3.0540002255510705,4.900670526078956,1.6661805115740442,Iris-virginica
+25,6.179366489205678,3.0540000037175172,4.915135088977324,1.6693181025181008,Iris-virginica
+26,6.1793664918344735,3.0540000150483224,4.899494962877132,1.6654280900172267,Iris-versicolor
+27,5.1089477164325725,3.1210134234902234,1.5100255791466959,0.26153081356056246,Iris-setosa
+28,6.179366489089421,3.054000000496565,4.902957132157336,1.6658421332946067,Iris-virginica
+29,5.108947716813025,3.0627521914082143,1.5100236947043382,0.26153081244185267,Iris-setosa
+30,6.1793664892054,3.054000005131392,4.918184097842716,1.6707937424005035,Iris-virginica
+31,5.1089477163321755,3.0671398909520793,1.5100229529069273,0.26153080938593826,Iris-setosa
+0,6.17936648899134,3.0540000005817003,4.899926983562359,1.6654892150713678,Iris-virginica
+1,6.179366488988239,3.0540000004436685,4.902530119223809,1.66580529013108,Iris-virginica
+2,6.179366490496517,3.054000002388195,4.899492989864059,1.6654276537601238,Iris-versicolor
+3,5.1089477163071075,3.069136524952908,1.510023002475253,0.26153080936357537,Iris-setosa
+4,6.179366489378793,3.0540000089611348,4.914028145822384,1.6704552320856279,Iris-virginica
+5,6.179366488865678,3.054000000086404,4.899545863432798,1.6654304638726272,Iris-virginica
+6,6.179366500038415,3.0540005164032435,4.8995048868837845,1.6654318256272782,Iris-versicolor
+7,6.179366489394695,3.054000004052133,4.904467518709299,1.6666736908519186,Iris-virginica
+8,5.108947716474908,3.089870535170363,1.5100241644065728,0.2615308111768284,Iris-setosa
+9,6.179366491643312,3.0540000557062834,4.899491660420076,1.665427528168337,Iris-versicolor
+10,5.108947716457618,3.077321377906807,1.5100235526970105,0.2615308101603867,Iris-setosa
+11,5.108947716419387,3.1172431910206257,1.5100253695077341,0.2615308132161259,Iris-setosa
+12,6.1793664904884436,3.0540000036458435,4.899740106484985,1.6654746543568373,Iris-virginica
+13,5.108947716541754,3.054004847445552,4.899491315558749,0.2615308084426917,Iris-setosa
+14,6.179366490718329,3.054000026785838,4.89949135758163,1.6654274783150356,Iris-versicolor
+15,6.179366488979448,3.0540000001436685,4.900641373898109,1.6655130220867935,Iris-virginica
+16,5.10894771640956,3.095353578264604,1.51002426449463,0.2615308114374562,Iris-setosa
+17,5.108947716436549,3.092614767808483,1.5100242112299047,0.26153081139124507,Iris-setosa
+18,6.179366489004331,3.0540000003242964,4.901851272603091,1.665678561523581,Iris-virginica
+19,6.179366490721182,3.0540000042654,4.8995474301835875,1.6654371261742453,Iris-virginica
+20,6.179366488852788,3.054000000226309,4.900094541402377,1.6654874143424963,Iris-virginica
+21,6.179366489375189,3.0540000098879236,4.932718101567098,1.6766341643196987,Iris-virginica
+22,6.179366489119295,3.054000001161312,4.902835693447509,1.665979481910021,Iris-virginica
+23,6.179366490729116,3.0540000068318895,4.899748061838669,1.66549391474916,Iris-virginica
+24,5.108947716330435,3.054140468993555,1.5100224109095242,0.2615308084611324,Iris-setosa
+25,6.179366490738695,3.0540000052019303,4.899491654142275,1.665427513077409,Iris-versicolor
+26,6.179366489008509,3.0540000005105967,4.90270592947946,1.665830637366654,Iris-virginica
+27,5.108947716325434,3.092210737973794,1.510023890510807,0.2615308106765843,Iris-setosa
+28,5.108947716497433,3.0549475007470046,1.5100225413903954,0.26153080887267566,Iris-setosa
+29,6.179366488953798,3.0540000007266754,4.903442809610553,1.666042779648028,Iris-virginica
+30,5.108947716317481,3.0644922634695804,1.5100228096212729,0.2615308090099401,Iris-setosa
+31,6.179366527393245,3.0540396639403795,4.9042521321122745,1.67400175574539,Iris-virginica
+0,5.108947716278226,3.068608638185345,1.5100229400065859,0.2615308092620491,Iris-setosa
+1,5.108947716375577,3.06702315224299,1.5100230125893914,0.2615308095027479,Iris-setosa
+2,5.108947716362557,3.0936580033526933,1.5100240305237032,0.2615308109389711,Iris-setosa
+3,5.108947716375142,3.063849893478967,1.510022865879196,0.261530809206993,Iris-setosa
+4,5.10894771633136,3.089650698532493,1.5100237639573233,0.2615308105066732,Iris-setosa
+5,6.179366492568151,3.0540000124317204,4.899496220929357,1.6654282984171658,Iris-versicolor
+6,6.179366496563437,3.0540003508253566,4.901978255166505,1.6675949070989062,Iris-virginica
+7,6.179366489251404,3.054000005798836,4.925498932907705,1.672976423387074,Iris-virginica
+8,6.179366490742553,3.0540826159866867,1.5100227238760693,0.2615308148024044,Iris-setosa
+9,6.179366490046076,3.0540000635873907,4.899491330418411,1.6654274760516081,Iris-versicolor
+10,5.1089477163389825,3.093202350095206,1.5100239955774415,0.26153081068318396,Iris-setosa
+11,5.108947716308192,3.0630306376799235,1.510022766499067,0.26153080900464365,Iris-setosa
+12,5.108947716859533,3.0724868602998763,1.5100245102880152,0.26153081374438764,Iris-setosa
+13,5.108947716392482,3.06184521716514,1.5100228085412393,0.26153080914050253,Iris-setosa
+14,6.179366489343261,3.0540000043273503,4.908963756914449,1.6677811930945645,Iris-virginica
+15,6.17936649049843,3.0540000526286013,4.908375875885127,1.671150079436711,Iris-virginica
+16,6.179366488951462,3.054000000452767,4.902551104924714,1.665825543169267,Iris-virginica
+17,5.108947716502367,3.0544205837247382,1.5100224614090452,0.2615308085659215,Iris-setosa
+18,6.179366511521099,3.0540021874888956,4.901469887955022,1.6676367455097099,Iris-virginica
+19,5.108947716363739,3.1006399416882773,1.5100244149529864,0.26153081131097716,Iris-setosa
+20,5.108947716393836,3.0949571794105193,1.5100241324950678,0.26153081095353575,Iris-setosa
+21,5.10894771645204,3.0971224588876636,1.5100245394037153,0.26153081201726697,Iris-setosa
+22,5.108947716518928,3.1348669890240455,1.5100269908755675,0.26153081593675687,Iris-setosa
+23,5.108947716424164,3.067310362873014,1.510023105737397,0.26153080962779524,Iris-setosa
diff --git a/iris/lct_gan/2/6/test.csv b/iris/lct_gan/2/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/6/train.csv b/iris/lct_gan/2/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/6/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
+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
+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/2/6/val.csv b/iris/lct_gan/2/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/7/synth.csv b/iris/lct_gan/2/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..108fcef46cecf2459ccffbf3eaddd620643165be
--- /dev/null
+++ b/iris/lct_gan/2/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716490282,3.079331141541037,1.5100240394302304,0.2615308118775931,Iris-setosa
+1,6.179366488849111,3.0540000001149132,4.899582160587412,1.6654337670014516,Iris-virginica
+2,6.179366489056726,3.0540000005009635,4.902914622570436,1.6658410648781163,Iris-virginica
+3,6.179366488939541,3.054000000481012,4.901722956497541,1.6657246781629607,Iris-virginica
+4,5.108947716442341,3.0656948818641756,1.5100231536240587,0.26153081005356393,Iris-setosa
+5,6.179366489005494,3.054000000397178,4.902248051806979,1.6657428295181416,Iris-virginica
+6,5.108947716421368,3.074267771791724,1.5100235055959188,0.26153081046872584,Iris-setosa
+7,6.179366489179753,3.054000003332412,4.909148936358875,1.6677965646704545,Iris-virginica
+8,5.1089477163187995,3.062737877684891,1.510022805046383,0.2615308091769766,Iris-setosa
+9,5.108947716459607,3.0540042832698253,4.899491311704131,0.26153080843553506,Iris-setosa
+10,6.179366489013037,3.054000001026367,4.904820795986462,1.6663377848468448,Iris-virginica
+11,5.108947716655981,3.0540107887182875,4.899491324972595,0.26153080845314913,Iris-setosa
+12,5.1089477163698955,3.1003972797248776,1.5100243218708451,0.2615308112625993,Iris-setosa
+13,5.108947716277299,3.0688053339550274,1.5100229283800701,0.2615308091749066,Iris-setosa
+14,5.108947716269254,3.072545494887344,1.5100230549858653,0.26153080938257667,Iris-setosa
+15,6.17936649134022,3.0541091293490936,1.510023116441413,0.2615308295352893,Iris-setosa
+16,6.179366505685271,3.0540010656838,4.8995654524344525,1.665461564648994,Iris-versicolor
+17,6.179366489460872,3.054000000431649,4.89950904986862,1.665428885426244,Iris-versicolor
+18,6.179366488867305,3.0540000002582435,4.900520691949994,1.6655367909954664,Iris-virginica
+19,5.108947716866289,3.110526582202642,1.5100282186732397,0.2615308227722695,Iris-setosa
+20,6.179366489182491,3.0540000039546285,4.912202410948902,1.6686872824645436,Iris-virginica
+21,5.10894771649786,3.062751987754407,1.5100233175698334,0.2615308111660371,Iris-setosa
+22,5.108947716396515,3.0886784890647196,1.510024008745891,0.2615308111638143,Iris-setosa
+23,6.179366489147178,3.0540000012724704,4.907142665206438,1.6667402289638817,Iris-virginica
+24,6.179366501195244,3.054001778450115,4.9008605070762945,1.6669716818868763,Iris-virginica
+25,6.179366489501837,3.0540000007480184,4.899535690450351,1.6654324351716339,Iris-virginica
+26,6.179366488897079,3.0540000000501144,4.899852257520363,1.6654452714217776,Iris-virginica
+27,5.108947716305138,3.081355867692933,1.5100234509457935,0.2615308100043988,Iris-setosa
+28,5.108947718156946,3.0628635642822077,1.5100276605216663,0.2615308494718562,Iris-setosa
+29,5.108947716383979,3.0540412512911277,4.899491331551701,0.2615308084605631,Iris-setosa
+30,6.179366489055636,3.0540000002657797,4.899634556192497,1.6654390736348257,Iris-virginica
+31,6.179366488851827,3.0540000001218335,4.90033991491431,1.665493886373011,Iris-virginica
+0,6.179366492661028,3.0540000177647366,4.899504482669396,1.6654301678825663,Iris-versicolor
+1,6.179366489946001,3.0540000072449307,4.901093292255311,1.6659265650632415,Iris-virginica
+2,6.179366489326618,3.0540000061019597,4.917767088429409,1.6705358375284438,Iris-virginica
+3,5.108947716483175,3.0873580814937682,1.510024354225246,0.2615308120177427,Iris-setosa
+4,5.1089477163370445,3.0683060263367654,1.5100230312423777,0.2615308094739442,Iris-setosa
+5,6.179366488933267,3.0540000000954644,4.900267378595794,1.6654784890400152,Iris-virginica
+6,6.179366488981036,3.0540000003753565,4.902199704064843,1.6657399047802528,Iris-virginica
+7,5.1089477164750985,3.0554361902944565,1.5100225290806442,0.26153080867407763,Iris-setosa
+8,5.10894771661418,3.0540274702504226,4.899491346390123,0.2615308085149155,Iris-setosa
+9,6.179366488901381,3.054000000108507,4.900225522833426,1.6654780794593318,Iris-virginica
+10,6.179366494302462,3.0540009807621464,4.960462197148255,1.7581148110206044,Iris-virginica
+11,5.108947716319081,3.0847552441646213,1.5100236796479802,0.26153081034574693,Iris-setosa
+12,5.108947716378648,3.089861548644259,1.5100240076713585,0.2615308110251105,Iris-setosa
+13,5.108947716423757,3.0553044526434525,1.510022558956909,0.2615308089111229,Iris-setosa
+14,5.108947716299155,3.0623144290974484,1.5100227201709426,0.26153080893588365,Iris-setosa
+15,5.108947716853614,3.0563029462310367,1.5100228588572766,0.261530809986261,Iris-setosa
+16,6.179366489514074,3.054000008264822,4.9075590273906196,1.6681204348551792,Iris-virginica
+17,5.1089477169890625,3.054021729897082,4.899491420867639,0.26153080896156145,Iris-setosa
+18,5.108947716550786,3.0755692500230243,1.5100240754327208,0.2615308122845614,Iris-setosa
+19,6.179366489211581,3.054000003845523,4.917060866088101,1.6699215560605243,Iris-virginica
+20,6.179366489987147,3.054000088140531,5.0134297341551575,1.739143287179907,Iris-virginica
+21,5.10894771642386,3.0737061493282605,1.5100232618759823,0.2615308097699241,Iris-setosa
+22,6.17936649157976,3.054003754887903,4.899491916800553,0.26153082584465104,Iris-setosa
+23,6.179366489385185,3.0540000150362148,4.952970441845298,1.685892109134597,Iris-virginica
+24,5.108947716394392,3.0725518379387324,1.5100232593490355,0.26153080978774607,Iris-setosa
+25,5.108947716443316,3.0703718438702965,1.5100232368667708,0.26153080977484555,Iris-setosa
+26,6.179366489051146,3.0540000003706,4.89968554017928,1.6654472421972544,Iris-virginica
+27,5.10894771627786,3.0601328911238648,1.5100226159377885,0.26153080874817153,Iris-setosa
+28,5.108947716805503,3.096673979395909,1.5100265231071512,0.2615308189215893,Iris-setosa
+29,6.179366489747067,3.0540000017109055,4.8995444658175185,1.66543591108977,Iris-virginica
+30,6.179366489018029,3.0540000008743386,4.90488618058924,1.6662869070554513,Iris-virginica
+31,6.179366496878415,3.0540018063948144,4.899500682863923,1.6654308727907836,Iris-setosa
+0,5.108947716586836,3.0620595229519836,1.5100231891754514,0.26153081040745435,Iris-setosa
+1,6.1793664954428555,3.0540007075377384,4.954507326489226,1.7333983316744186,Iris-virginica
+2,5.108947716368364,3.0564240697353897,1.510022550220006,0.26153080871876605,Iris-setosa
+3,5.108947716449998,3.1239176652343095,1.510025933313131,0.2615308139194887,Iris-setosa
+4,5.108947716309392,3.0593582423507377,1.5100226417681026,0.2615308088440181,Iris-setosa
+5,6.179366489887931,3.054000008424327,4.8994913306384165,1.6654274766547112,Iris-versicolor
+6,5.108947716575702,3.0550559747740675,1.5100225794575823,0.2615308089651569,Iris-setosa
+7,5.108947716605766,3.0689340479909575,1.5100239636934425,0.261530812719204,Iris-setosa
+8,5.108947716353704,3.0665098850819392,1.5100229469351851,0.2615308092204172,Iris-setosa
+9,6.179366498318446,3.0540005782200037,4.911530696550835,1.6776860000138447,Iris-virginica
+10,6.179366489060703,3.05400000013583,4.8995058295824965,1.6654282674184893,Iris-versicolor
+11,6.179366488864746,3.054000000275011,4.90095650823536,1.6655927108073083,Iris-virginica
+12,6.179366489271993,3.0540000009903134,4.899964792090785,1.6654954061187455,Iris-virginica
+13,5.108947716821013,3.0922223905133754,1.5100262190609615,0.2615308176969111,Iris-setosa
+14,6.179366488946326,3.0540000001896406,4.900860871826646,1.6655453497849044,Iris-virginica
+15,5.10894771627638,3.068973436086204,1.5100229338355506,0.26153080919880356,Iris-setosa
+16,6.179366488976406,3.0540000005851264,4.903096688592629,1.6659402872667137,Iris-virginica
+17,6.179366491307539,3.054011708011567,4.8994917483557385,0.2615308134160745,Iris-setosa
+18,6.179366494914117,3.0540266957257636,4.899497313322781,0.2615312167263988,Iris-setosa
+19,6.179366491406729,3.0540001792283205,4.918097872540244,1.6833893730227762,Iris-virginica
+20,6.179366489274865,3.0540000047785516,4.910575631807432,1.6683859551642555,Iris-virginica
+21,6.179366489082145,3.054000000958301,4.905436391789071,1.6663737455905203,Iris-virginica
+22,6.179366537788286,3.054022282378153,4.901652301823786,1.6680930650813937,Iris-virginica
+23,6.179366494983174,3.054010999700808,4.899493113719514,0.2615308641736886,Iris-setosa
+24,5.108947716395974,3.057480668953888,1.5100226024172378,0.26153080879138885,Iris-setosa
+25,6.179366492785552,3.0540000355286097,4.899503054794641,1.6654302474075122,Iris-versicolor
+26,5.108947716886048,3.055539255622529,1.5100229295655767,0.26153081112555354,Iris-setosa
+27,6.179366488967835,3.05400000041068,4.90195003562485,1.6657226827710312,Iris-virginica
+28,5.1089477164432076,3.0750681087155414,1.510023560351467,0.26153081053778976,Iris-setosa
+29,6.179366489228306,3.0540000041848145,4.91793574946092,1.6702854775385567,Iris-virginica
+30,6.179366490722283,3.0540000022493032,4.899492444732706,1.6654275842369932,Iris-versicolor
+31,5.108947716419484,3.085074956493365,1.5100239926134,0.2615308113741751,Iris-setosa
+0,6.179366488892096,3.054000000145554,4.900494401882004,1.665508257289786,Iris-virginica
+1,6.179366493898439,3.056615105257407,1.5100282830259644,0.26153091241366616,Iris-setosa
+2,6.1793664888099995,3.0540000001310545,4.900015896272725,1.6654714828426755,Iris-virginica
+3,6.179366489463175,3.0540000156028966,4.944001056193918,1.6824433214706658,Iris-virginica
+4,6.179366490393156,3.0540000178841007,4.903028934724777,1.666959943375668,Iris-virginica
+5,5.108947717209459,3.0550414539758743,1.5100233862442933,0.26153081900384145,Iris-setosa
+6,6.17936649310452,3.054000088697727,4.899491506875038,1.6654274895512113,Iris-versicolor
+7,6.179366488997977,3.054000001128773,4.903307555529258,1.666119547855533,Iris-virginica
+8,6.179366489074636,3.054000000460445,4.902690469262716,1.66579263912245,Iris-virginica
+9,6.179366494779297,3.0540266073252704,4.899496173585948,0.26153108759343324,Iris-setosa
+10,6.179366488986067,3.054000000865949,4.903460407520356,1.6660709769118638,Iris-virginica
+11,6.179366501196731,3.0540016670405827,4.946352655352264,1.7319000697882743,Iris-virginica
+12,6.179366488815209,3.0540000000947884,4.900006677996599,1.6654645906055556,Iris-virginica
+13,6.1793665302512775,3.0540143984260517,4.904913081245215,1.6737814231630548,Iris-virginica
+14,6.179366488971427,3.05400000047489,4.900750569776558,1.6655832071870598,Iris-virginica
+15,6.17936648907653,3.0540000014923665,4.904884711426024,1.666444364668076,Iris-virginica
+16,5.108947716577481,3.0552639927496115,1.5100226538693713,0.26153080942408713,Iris-setosa
+17,5.108947716297734,3.0548101913934693,1.5100224388515704,0.2615308084826015,Iris-setosa
+18,6.179366489423266,3.05400000776851,4.914953791344299,1.670214724080532,Iris-virginica
+19,5.10894771715738,3.054145994813608,1.510022699311929,0.2615308117558642,Iris-setosa
+20,6.17936649249125,3.054000028308432,4.899677262322481,1.6654864412311223,Iris-virginica
+21,6.179366490953129,3.054000167470078,4.997638293997162,1.7427223052197758,Iris-virginica
+22,6.179366493503031,3.054000050844749,4.899642193549926,1.6654819323483614,Iris-virginica
+23,5.108947716367889,3.1088449781029013,1.510024683407675,0.26153081167298287,Iris-setosa
diff --git a/iris/lct_gan/2/7/test.csv b/iris/lct_gan/2/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/7/train.csv b/iris/lct_gan/2/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/7/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
+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
+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/2/7/val.csv b/iris/lct_gan/2/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/8/synth.csv b/iris/lct_gan/2/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4c626aa5900ec2a6c8f1055ca2cfd563570cb0b
--- /dev/null
+++ b/iris/lct_gan/2/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716286987,3.077328709443869,1.5100232540746943,0.261530809661384,Iris-setosa
+1,6.179366500630008,3.0540296987012683,4.899515523692703,0.26153550850249974,Iris-setosa
+2,6.179366498801108,3.054013795509471,4.8994967285103135,0.2615311574451787,Iris-setosa
+3,6.179366488996622,3.054000000245829,4.901287761352808,1.6655952859061811,Iris-virginica
+4,5.108947716320663,3.0637586525485303,1.5100228012526122,0.2615308090175208,Iris-setosa
+5,6.179366493242973,3.054221557180498,1.510024187588189,0.2615308574893724,Iris-setosa
+6,5.10894771632337,3.0660500758378633,1.5100229039026736,0.2615308092398826,Iris-setosa
+7,5.108947716388183,3.063923946189061,1.5100228974404755,0.2615308092396688,Iris-setosa
+8,6.179366488980424,3.054000000410811,4.902202652943923,1.6657473597610757,Iris-virginica
+9,6.179366492025791,3.054000021836168,4.899543405972496,1.6654412388543103,Iris-virginica
+10,6.179366492473918,3.0549090715553073,1.5100248582639106,0.26153085314684,Iris-setosa
+11,5.10894771648376,3.1238321660533086,1.5100260383766646,0.26153081424570285,Iris-setosa
+12,5.108947716756611,3.1135176303758834,1.5100273236223676,0.26153081862186844,Iris-setosa
+13,6.1793665131060616,3.0540022354672853,4.911960086957052,1.6815732277139528,Iris-virginica
+14,6.179366488838195,3.054000000139212,4.8998246066003714,1.6654540897433734,Iris-virginica
+15,6.179366492108556,3.054000102979514,4.899492272085944,1.6654276571966962,Iris-versicolor
+16,5.1089477165515556,3.1109340379290455,1.5100258576779648,0.2615308149885124,Iris-setosa
+17,6.179366488992908,3.0540000011546358,4.902909284493501,1.6660568019644824,Iris-virginica
+18,5.108947716304091,3.05467117045244,1.5100224352433709,0.26153080847714716,Iris-setosa
+19,6.17936650037175,3.054007670904524,4.899568832445419,1.6654776391001171,Iris-setosa
+20,6.179366490229289,3.0540000180676006,4.899491369629958,1.665427480217129,Iris-versicolor
+21,6.179366488783137,3.054000000077493,4.899838957054645,1.6654513863145939,Iris-virginica
+22,6.179366489026078,3.054000000898194,4.904068031773898,1.666156544746034,Iris-virginica
+23,6.17936648913868,3.0540000015365445,4.90770255513941,1.6669414491361798,Iris-virginica
+24,5.108947716372369,3.060752339194257,1.5100227222727474,0.2615308089506348,Iris-setosa
+25,5.1089477170490145,3.056168013106905,1.510023625459455,0.261530818141464,Iris-setosa
+26,6.179366491422291,3.0540002171506466,4.9418998565396235,1.7071783865125467,Iris-virginica
+27,5.108947716824606,3.1272359311438005,1.5100290920698263,0.26153082314725423,Iris-setosa
+28,6.179366492281706,3.054000106684422,4.90650242896889,1.6705732156903892,Iris-virginica
+29,5.108947716397775,3.0712899554812654,1.5100231956725572,0.2615308096032109,Iris-setosa
+30,5.108947716394833,3.0944296564829594,1.510024222628371,0.2615308112839797,Iris-setosa
+31,5.108947716466294,3.0541575845792175,1.5100224363704835,0.2615308085749919,Iris-setosa
+0,6.179366489211549,3.0540000018708584,4.908918330497254,1.6672553488610715,Iris-virginica
+1,6.179366492338302,3.0540002964261626,4.9755244070638565,1.7363114816438814,Iris-virginica
+2,6.179366489432461,3.0540000161623007,4.95230009381983,1.6858823048660876,Iris-virginica
+3,5.108947716412603,3.1027495729638233,1.5100246160300956,0.26153081205679146,Iris-setosa
+4,5.108947716415021,3.1020140720066487,1.5100246579285619,0.2615308117958665,Iris-setosa
+5,6.179366488908607,3.0540000003709884,4.900261997086893,1.6655180413132864,Iris-virginica
+6,6.179366488882515,3.0540000000854484,4.900149421576102,1.6654702049091403,Iris-virginica
+7,5.108947716381297,3.091081378602914,1.5100240411633055,0.26153081131042255,Iris-setosa
+8,6.179366495903505,3.0540000605778035,4.899506478191772,1.6654308841539083,Iris-versicolor
+9,6.179366489054756,3.054000001044058,4.905521724415624,1.6664315486661274,Iris-virginica
+10,5.108947716283259,3.065817469381817,1.5100228386716088,0.2615308090670028,Iris-setosa
+11,6.179366489009089,3.0540000002144287,4.901153588136337,1.6655735390068134,Iris-virginica
+12,6.179366489116225,3.0540000013396384,4.9066572136580735,1.6667105147708978,Iris-virginica
+13,5.108947716349583,3.0672838814384225,1.510022959431089,0.2615308092383812,Iris-setosa
+14,6.1793664899375385,3.0540000008304418,4.8994966223750485,1.6654279254783875,Iris-versicolor
+15,6.179366490864777,3.0540001000845365,4.938346721845886,1.6930579918917936,Iris-virginica
+16,6.179366488873336,3.0540000001033567,4.900226196590739,1.66548004323795,Iris-virginica
+17,5.108947716369407,3.0944182164516985,1.510024087163659,0.26153081109339926,Iris-setosa
+18,6.17936648928153,3.0540000069372004,4.922080740796703,1.6723027649199516,Iris-virginica
+19,5.108947716450263,3.064359606760338,1.5100231936816764,0.26153081032391,Iris-setosa
+20,6.179366489199897,3.0540000030257004,4.91261548383337,1.6684699142052393,Iris-virginica
+21,5.108947716441465,3.1298140627707625,1.510026143156937,0.2615308140425906,Iris-setosa
+22,6.179366488948294,3.0540000001974934,4.899605582588361,1.6654365731077776,Iris-virginica
+23,5.108947716577752,3.081803429535121,1.5100243832565279,0.2615308125074748,Iris-setosa
+24,5.1089477168937485,3.054984461196299,1.5100227556919037,0.2615308101289802,Iris-setosa
+25,5.108947716482514,3.1076694464696293,1.5100251668216766,0.2615308132955516,Iris-setosa
+26,6.179366489891185,3.0540000241389684,4.914062978943543,1.6719840413644471,Iris-virginica
+27,6.179366489168347,3.054000001174706,4.9011566968685045,1.6656944928736512,Iris-virginica
+28,5.108947716370219,3.067306012087131,1.5100230243231805,0.26153080940192364,Iris-setosa
+29,5.108947716373492,3.06067330743031,1.5100227372805948,0.2615308089926678,Iris-setosa
+30,6.179366492639715,3.054000033810003,4.899492278711789,1.6654276211714047,Iris-versicolor
+31,5.108947716617671,3.054524622772577,1.5100225123833062,0.2615308087986112,Iris-setosa
+0,5.108947716453167,3.0606455119054403,1.51002279955657,0.261530809153156,Iris-setosa
+1,5.108947716551436,3.12700896581772,1.5100268081860369,0.2615308158301842,Iris-setosa
+2,6.1793664887965605,3.0540000001354435,4.899924003416171,1.6654651555604703,Iris-virginica
+3,6.179366490808968,3.0540000032271686,4.899503172783697,1.6654290247784533,Iris-versicolor
+4,6.179366491737956,3.0540000184968377,4.89949144552535,1.6654274872333386,Iris-versicolor
+5,5.108947716743408,3.11858525190152,1.5100277112994536,0.26153081947486834,Iris-setosa
+6,6.179366493703938,3.0540000432495944,4.899498034010908,1.6654289957698472,Iris-versicolor
+7,5.108947716524809,3.058032302721326,1.510022831250003,0.26153080965648706,Iris-setosa
+8,5.108947716374672,3.054027828323673,4.899491322382914,0.26153080843923726,Iris-setosa
+9,6.179366490888031,3.054005575282777,4.899491625839641,0.261530812241995,Iris-setosa
+10,6.179366535727877,3.054140111668662,4.900768328321126,0.26233069414776133,Iris-setosa
+11,6.1793664890593,3.054000000939341,4.905247554483901,1.6663578697310193,Iris-virginica
+12,6.179366492679489,3.054000028378388,4.899771360743702,1.6655253299944557,Iris-virginica
+13,6.179366493341811,3.0540000469842568,4.899493271606002,1.665427806664515,Iris-versicolor
+14,5.108947718313357,3.0545620796783357,1.5100235127805735,0.26153082172962366,Iris-setosa
+15,5.108947716299932,3.0541143832576068,1.5100224012170036,0.26153080843184057,Iris-setosa
+16,5.108947716513784,3.067859807160785,1.5100233102328458,0.26153081014821794,Iris-setosa
+17,6.179366517587268,3.0542318694687385,1.5101557864344957,0.2616452223362349,Iris-setosa
+18,5.108947718220121,3.0549402513154305,1.5100240744865159,0.2615308285612858,Iris-setosa
+19,6.179366492706985,3.05400000997428,4.899494155414957,1.6654278723107698,Iris-versicolor
+20,6.179366488953824,3.0540000003320156,4.900147759436207,1.6654960422529959,Iris-virginica
+21,5.108947716592566,3.054659618079541,1.5100225209582243,0.2615308087927511,Iris-setosa
+22,6.179366494649711,3.0540031151874385,4.899492857925987,0.261530878827699,Iris-setosa
+23,5.1089477163060435,3.0591165849721262,1.5100225944898475,0.2615308087140043,Iris-setosa
+24,6.179366489227844,3.054000003884698,4.9091002198602895,1.6678807015259585,Iris-virginica
+25,6.179366489161419,3.0540000016446527,4.908673222169477,1.6671682050641483,Iris-virginica
+26,6.179366501022338,3.0540007423812585,4.912843521102107,1.6789103386313302,Iris-virginica
+27,6.179366490545248,3.054000002661877,4.899496048746525,1.665428042497194,Iris-versicolor
+28,6.179366488948967,3.054000000376439,4.901585358164858,1.6656710299214208,Iris-virginica
+29,5.108947716399872,3.054009682209906,4.8994913124455515,0.26153080843169724,Iris-setosa
+30,6.179366492852698,3.0540000337869886,4.899492637092593,1.665427693471792,Iris-versicolor
+31,6.179366490009961,3.054000029254878,4.913109449415119,1.6722633321030667,Iris-virginica
+0,6.179366488953256,3.0540000002500824,4.901227111958048,1.665595372672326,Iris-virginica
+1,6.17936648909751,3.054000001340208,4.905950987799216,1.6665883595600004,Iris-virginica
+2,5.108947716475369,3.055766645059675,1.5100225558436353,0.2615308087273557,Iris-setosa
+3,6.1793664891206115,3.054000001055954,4.901604525097201,1.6657625077178735,Iris-virginica
+4,6.1793664892846465,3.0540000108543333,4.93935469522532,1.679841715591531,Iris-virginica
+5,6.1793664892423426,3.0540000057675534,4.911656280106606,1.6690487636829825,Iris-virginica
+6,5.108947716434155,3.0833846266731864,1.5100237818557962,0.26153081067267697,Iris-setosa
+7,6.179366489837653,3.05400000929441,4.899491321063416,1.6654274759969352,Iris-versicolor
+8,5.108947716366851,3.0788841496075268,1.510023508346614,0.26153081022542524,Iris-setosa
+9,6.179366489499287,3.0540000040107187,4.904232301730993,1.6665783038633903,Iris-virginica
+10,6.17936649385622,3.0540000276801593,4.89951148447401,1.665431737414606,Iris-versicolor
+11,5.1089477166303325,3.054053626397989,4.899491445180182,0.2615308090342968,Iris-setosa
+12,5.108947716383652,3.110231015326874,1.5100248058327654,0.26153081208398404,Iris-setosa
+13,5.108947716405798,3.0793486783072237,1.5100237021412475,0.26153081093012237,Iris-setosa
+14,5.108947717000733,3.0553906242643714,1.510022970744687,0.2615308115402552,Iris-setosa
+15,6.179366488958538,3.0540000002158254,4.900950871264419,1.6655578737795214,Iris-virginica
+16,6.179366489303775,3.0540000045977767,4.90707925551234,1.6675232347965825,Iris-virginica
+17,6.179366488961846,3.0540000001399985,4.900619956417991,1.665512560128442,Iris-virginica
+18,5.108947716783247,3.054969696798369,1.5100226314613474,0.26153080915373533,Iris-setosa
+19,6.179366489424911,3.0540000013364557,4.899593222725176,1.6654447813007514,Iris-virginica
+20,5.108947716358066,3.0645601502185533,1.5100229212715819,0.2615308093798056,Iris-setosa
+21,6.179366489382878,3.0540000078437144,4.9383558580947104,1.677622848126567,Iris-virginica
+22,6.179366488869168,3.054000000056414,4.899915472430152,1.6654507333493298,Iris-virginica
+23,5.1089477163350425,3.0546782174879503,1.5100224482086888,0.2615308085231781,Iris-setosa
diff --git a/iris/lct_gan/2/8/test.csv b/iris/lct_gan/2/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/8/train.csv b/iris/lct_gan/2/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/8/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
+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
+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/2/8/val.csv b/iris/lct_gan/2/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/9/synth.csv b/iris/lct_gan/2/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7431f13d1985f9424a1e8e8fc04772324f8321ca
--- /dev/null
+++ b/iris/lct_gan/2/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716406617,3.0541744035889926,1.5100224272963638,0.2615308085126779,Iris-setosa
+1,6.17936649063865,3.0548612208595363,1.510023597610929,0.2615308251410793,Iris-setosa
+2,5.108947716386663,3.0846701023839778,1.510023740616773,0.2615308105132061,Iris-setosa
+3,6.179366503322496,3.054004312625556,4.899506980111291,1.6654336396544824,Iris-setosa
+4,6.179366489410057,3.054000010334427,4.93207365834023,1.6766345362619983,Iris-virginica
+5,5.108947716657286,3.0563571410850106,1.5100228711819936,0.26153081025733504,Iris-setosa
+6,6.179366490118879,3.054000000905042,4.899493949760252,1.6654276893895195,Iris-versicolor
+7,5.108947717902307,3.0612753479299153,1.5100264380699508,0.26153083895819995,Iris-setosa
+8,6.17936648988866,3.054000005523439,4.900702457612535,1.6657603348937655,Iris-virginica
+9,6.179366489239535,3.0540000033838055,4.906292247563594,1.6670601695904472,Iris-virginica
+10,5.108947716314805,3.0755708856931285,1.510023197714349,0.26153080963531666,Iris-setosa
+11,5.10894771656186,3.0540193609971777,4.8994913733717915,0.2615308087111158,Iris-setosa
+12,5.108947716289173,3.0548445549548626,1.510022440024393,0.261530808492337,Iris-setosa
+13,6.1793664889070525,3.054000000084816,4.900112832953419,1.665465946865036,Iris-virginica
+14,5.108947716428289,3.057548739232774,1.510022593271509,0.26153080872984785,Iris-setosa
+15,6.179366495111061,3.0540001618952166,4.899496498597455,1.6654286717050304,Iris-versicolor
+16,5.10894771789145,3.0680815241753105,1.5100268164162178,0.26153082910996717,Iris-setosa
+17,6.179366489316217,3.0540000011931796,4.900389799141653,1.665562135337986,Iris-virginica
+18,5.108947717544903,3.0543663498304103,1.5100228852951474,0.2615308126579801,Iris-setosa
+19,6.1793664911721775,3.054000309047077,4.89949197299108,1.6654275851071696,Iris-versicolor
+20,5.108947716318357,3.0807919108577653,1.5100234772834924,0.2615308099778876,Iris-setosa
+21,6.17936648879384,3.05400000011139,4.899915317951099,1.6654612571982317,Iris-virginica
+22,5.108947716367262,3.108268726373456,1.510024690945706,0.2615308118038347,Iris-setosa
+23,6.179366492337224,3.0540005470928695,5.04625236779209,1.8286114298367022,Iris-virginica
+24,6.179366491273166,3.054000047826024,4.910465103363943,1.6710467178136,Iris-virginica
+25,6.179366489121839,3.0540000013316875,4.906072983063558,1.6665869553962533,Iris-virginica
+26,5.108947716739088,3.054010354209614,4.899491352603671,0.26153080859126787,Iris-setosa
+27,6.179366490840815,3.0540000228627715,4.899491545349763,1.6654275063450128,Iris-versicolor
+28,6.1793664890285065,3.0540000002965293,4.901863153908538,1.6656681425256008,Iris-virginica
+29,5.108947716315449,3.054021646524418,4.899491307099648,0.26153080841361065,Iris-setosa
+30,6.179366490278491,3.0541778664206296,1.5100231761297285,0.26153082869003463,Iris-setosa
+31,6.179366488831799,3.0540000001304195,4.9001912059615265,1.6654841480138904,Iris-virginica
+0,6.179366495364266,3.0540000300289427,4.899507055477539,1.6654307003877964,Iris-versicolor
+1,6.179366488937083,3.0540000004147343,4.901744016653246,1.6657078105592853,Iris-virginica
+2,6.179366489075179,3.0540000004214236,4.902554471024261,1.6657734572791052,Iris-virginica
+3,5.108947716430056,3.0619628614494596,1.510022869109245,0.2615308092888871,Iris-setosa
+4,6.179366492975128,3.054000041851838,4.899496282349452,1.6654285169285075,Iris-versicolor
+5,6.179366488910533,3.054000000237094,4.900942428754544,1.665569663218684,Iris-virginica
+6,6.179366489055919,3.0540000006694292,4.903514884592668,1.6659703517359505,Iris-virginica
+7,6.179366490101604,3.0540029997521443,4.89949154522691,0.26153081226457425,Iris-setosa
+8,5.108947716743804,3.0540084847533158,4.899491332993462,0.2615308084874679,Iris-setosa
+9,5.108947716730195,3.0719767646645195,1.5100243978482852,0.2615308138466123,Iris-setosa
+10,5.108947716743008,3.0551756461382293,1.5100227550716694,0.2615308098625583,Iris-setosa
+11,6.179366489003576,3.0540000004608356,4.902575210496694,1.6658030084414595,Iris-virginica
+12,6.179366490713653,3.0540000158593106,4.9010842069132465,1.6660561330698946,Iris-virginica
+13,5.108947716290865,3.06871866275844,1.5100229560086484,0.26153080920306393,Iris-setosa
+14,6.179366489931691,3.0540008184976277,4.899491461971188,0.2615308112777835,Iris-setosa
+15,6.17936649039268,3.054000001403514,4.899532147010733,1.6654318729484732,Iris-versicolor
+16,5.108947716458931,3.1192317408507573,1.5100258146770604,0.26153081426965374,Iris-setosa
+17,5.108947716368293,3.1050268378862937,1.5100246130792572,0.26153081162940556,Iris-setosa
+18,5.108947716433979,3.0898903403018814,1.510024104624237,0.26153081136820877,Iris-setosa
+19,5.108947716763409,3.0544956139278283,1.5100226415304512,0.2615308097770105,Iris-setosa
+20,6.179366488925242,3.0540000001645478,4.8995622212475896,1.6654327958268789,Iris-virginica
+21,6.179366489440738,3.054000019247099,4.9531930323839,1.6876362575072477,Iris-virginica
+22,5.108947716348401,3.070081399732985,1.5100230686980822,0.26153080947399326,Iris-setosa
+23,5.10894771642274,3.1180300900129856,1.5100253741921477,0.2615308129598456,Iris-setosa
+24,6.17936648886238,3.0540000001246286,4.8995834703677685,1.6654340162991903,Iris-virginica
+25,6.179366492281804,3.0540014851094774,4.899491626656695,0.26153081388032245,Iris-setosa
+26,6.17936648901328,3.054000000917128,4.904642691897633,1.666262583374906,Iris-virginica
+27,5.108947716740364,3.056859188973918,1.510022962180884,0.26153081061825617,Iris-setosa
+28,6.179366491232711,3.05400000519951,4.8995487385471534,1.6654373137830933,Iris-virginica
+29,5.108947716354528,3.1040893187919516,1.5100245122964497,0.2615308114877095,Iris-setosa
+30,6.179366488960802,3.0540000001449976,4.900578263684276,1.6655100107548135,Iris-virginica
+31,5.108947716848804,3.05521471456542,1.5100226574760767,0.26153080926859307,Iris-setosa
+0,6.179366488953927,3.0540000001032546,4.900300544496154,1.6654796727772256,Iris-virginica
+1,5.10894771631514,3.059374535057797,1.5100226168070765,0.2615308087497847,Iris-setosa
+2,6.179366489727127,3.054000043971332,4.9748803546758325,1.705511944716632,Iris-virginica
+3,5.10894771661937,3.0574996546404423,1.5100229482247642,0.2615308103526015,Iris-setosa
+4,5.108947716534783,3.0581995556241766,1.510022828528214,0.26153080949145685,Iris-setosa
+5,6.179366489915278,3.0540000611850027,4.899491330286434,1.665427476149653,Iris-versicolor
+6,5.108947716385649,3.0920195545411557,1.510024025027414,0.2615308111483424,Iris-setosa
+7,6.179366489279279,3.0540000085684893,4.932856539812458,1.6764544762215423,Iris-virginica
+8,6.1793664929866505,3.0540000413014923,4.899509894036249,1.6654321099292235,Iris-versicolor
+9,5.108947716346377,3.0699482986881628,1.5100230307609235,0.26153080935010325,Iris-setosa
+10,5.108947716327352,3.058754914726872,1.5100226094487095,0.2615308087697534,Iris-setosa
+11,5.1089477162850025,3.054493076355105,1.5100224232831547,0.2615308084656841,Iris-setosa
+12,6.179366489011262,3.054000000464372,4.902871108527707,1.6658525689117192,Iris-virginica
+13,5.108947716452965,3.0836100625833227,1.5100240846871231,0.2615308117678236,Iris-setosa
+14,6.179366509993604,3.054082688187445,4.899531247073759,0.2615369487049873,Iris-setosa
+15,5.108947716430891,3.0723102369070245,1.5100233043034628,0.2615308098863157,Iris-setosa
+16,5.108947716453312,3.054929848771525,1.5100224828211284,0.2615308085771996,Iris-setosa
+17,6.179366488933978,3.0540000001188092,4.900373419378818,1.6654898367530906,Iris-virginica
+18,6.179366489367687,3.0540000014971307,4.900207238317484,1.6655509216294098,Iris-virginica
+19,6.179366489227374,3.054000003498265,4.916367746228209,1.6695908422598373,Iris-virginica
+20,5.108947716325884,3.0873312410489078,1.510023728421534,0.26153081052274013,Iris-setosa
+21,5.108947716893022,3.0614243524856875,1.5100238856277504,0.26153081441150394,Iris-setosa
+22,6.179366490507852,3.0540000021480855,4.899516342493975,1.6654305259550115,Iris-versicolor
+23,6.17936648979549,3.054000012921792,4.905535397912591,1.6678305449845174,Iris-virginica
+24,6.179366489517963,3.0540000171244053,4.9215705929234455,1.6748688780420211,Iris-virginica
+25,5.108947716567534,3.0565661864859623,1.5100227199610972,0.2615308093010598,Iris-setosa
+26,6.1793664890470765,3.0540000014769366,4.903681462843978,1.6662449176450465,Iris-virginica
+27,6.1793664978781075,3.0544457351460204,1.5100286559414564,0.26153113437066866,Iris-setosa
+28,6.179366491056598,3.0541740988251953,1.510023049143151,0.2615308215652276,Iris-setosa
+29,6.179366491056672,3.054000003239009,4.8995086200649745,1.6654296722155897,Iris-versicolor
+30,6.179366496777932,3.0578778417729353,1.5100409359286138,0.26153153683622726,Iris-setosa
+31,6.1793664904313905,3.0540001282167917,4.975018217606413,1.7261185530072725,Iris-virginica
+0,5.108947716616703,3.06979036958788,1.51002367123576,0.2615308111240796,Iris-setosa
+1,5.108947716676231,3.054035337460388,4.8994914134823615,0.2615308089507778,Iris-setosa
+2,5.108947716401132,3.1230785278329507,1.510025511520063,0.2615308130741191,Iris-setosa
+3,6.179366488967541,3.0540000008520867,4.902603071834549,1.6659395954316059,Iris-virginica
+4,5.108947716315275,3.0840418118745623,1.5100235583922428,0.2615308102850352,Iris-setosa
+5,5.108947716293455,3.0571302489715735,1.5100225156710676,0.2615308086038495,Iris-setosa
+6,6.179366490665228,3.0540000873037694,4.940836953105658,1.6927337218283136,Iris-virginica
+7,6.179366489111045,3.054000002126845,4.910098372241243,1.6677299458078603,Iris-virginica
+8,6.179366490300655,3.054000011796457,4.9024879957856875,1.6664961513118977,Iris-virginica
+9,5.108947716994088,3.0749153780195564,1.5100256580423674,0.2615308187190557,Iris-setosa
+10,6.179366488832478,3.054000000293662,4.900314278719706,1.665526134499379,Iris-virginica
+11,6.179366488975192,3.054000000269196,4.9014459854238215,1.6656219731357695,Iris-virginica
+12,5.108947716378142,3.095083048732794,1.5100241601672557,0.2615308111624459,Iris-setosa
+13,6.1793665603262395,3.054898973888396,1.5105170532394143,0.26208449493503666,Iris-setosa
+14,6.1793664983346055,3.0540003442655617,4.905352266854548,1.670075974105212,Iris-virginica
+15,6.1793664892506746,3.0540000028117817,4.904999695823176,1.666675037205555,Iris-virginica
+16,6.1793664890269095,3.054000000782357,4.902460952473534,1.6658696577894558,Iris-virginica
+17,6.179366489297864,3.054000005088042,4.905214448088756,1.667155297402077,Iris-virginica
+18,5.108947716305714,3.0789697469931303,1.510023372553831,0.261530809830685,Iris-setosa
+19,5.10894771637164,3.054982503845749,1.510022493135879,0.2615308086765861,Iris-setosa
+20,6.179366489100477,3.0540000008564827,4.905139655213318,1.666272665937414,Iris-virginica
+21,6.179366489147468,3.054000001072327,4.900386180267084,1.665574825791566,Iris-virginica
+22,5.108947717380194,3.0543341854081536,1.5100226665350367,0.26153080994114103,Iris-setosa
+23,6.179366532524317,3.05400323124787,4.900290235339957,1.666020720400734,Iris-virginica
diff --git a/iris/lct_gan/2/9/test.csv b/iris/lct_gan/2/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/9/train.csv b/iris/lct_gan/2/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/9/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
+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
+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/2/9/val.csv b/iris/lct_gan/2/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/2/ae_state.json b/iris/lct_gan/2/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..e093055204fdd4b8c30686b12824858d31ce6200
--- /dev/null
+++ b/iris/lct_gan/2/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4be3c2b01f12eb535ca3a9bb326aae753684a7e2c9aef913b047c459eecc745b
+size 93711
diff --git a/iris/lct_gan/2/d_state.json b/iris/lct_gan/2/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a1bf6713f3e7b6e94041841200a901bcfb2514d
--- /dev/null
+++ b/iris/lct_gan/2/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6caa8ea7afebec4959731b0bbf5d26b9f9966c051ca7fecdded486f5144e75a6
+size 10583
diff --git a/iris/lct_gan/2/g_state.json b/iris/lct_gan/2/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..113d17d779ee5f9cab14750f9835e845d65bf62b
--- /dev/null
+++ b/iris/lct_gan/2/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29347521789bb0d63db77897f5686fbe697583d1f4c7ef75a8fad8045fab0151
+size 17988
diff --git a/iris/lct_gan/2/lct_gan_eval.ipynb b/iris/lct_gan/2/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..844d4172ef0db72ade93ec4e902fef61c3089a02
--- /dev/null
+++ b/iris/lct_gan/2/lct_gan_eval.ipynb
@@ -0,0 +1,2181 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ce9e0a43",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:54.707605Z",
+     "iopub.status.busy": "2024-07-25T10:03:54.707260Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.754144Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.753006Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 13.058928,
+     "end_time": "2024-07-25T10:04:07.756514",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:54.697586",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "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"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\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",
+      "\r",
+      "Reading package lists... 91%\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"
+     ]
+    },
+    {
+     "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",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 96%\r",
+      "\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": "860e78eb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.780592Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.779862Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.788742Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.787880Z"
+    },
+    "papermill": {
+     "duration": 0.023129,
+     "end_time": "2024-07-25T10:04:07.790779",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.767650",
+     "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": "bcce7535",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009882,
+     "end_time": "2024-07-25T10:04:07.810800",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.800918",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "935abe87",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.831890Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.831631Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.835713Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.834902Z"
+    },
+    "papermill": {
+     "duration": 0.016881,
+     "end_time": "2024-07-25T10:04:07.837559",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.820678",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "cafee9c0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.859689Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.859436Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.866228Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.865435Z"
+    },
+    "papermill": {
+     "duration": 0.019911,
+     "end_time": "2024-07-25T10:04:07.868461",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.848550",
+     "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": "df71efdb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.891314Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.891039Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.895913Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.895095Z"
+    },
+    "papermill": {
+     "duration": 0.018633,
+     "end_time": "2024-07-25T10:04:07.897743",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.879110",
+     "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 = 2\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/2\"\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": "64562967",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.919312Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.918608Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.924043Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.923222Z"
+    },
+    "papermill": {
+     "duration": 0.018199,
+     "end_time": "2024-07-25T10:04:07.925898",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.907699",
+     "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": "56de4d5c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.947990Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.947754Z",
+     "iopub.status.idle": "2024-07-25T10:04:08.940895Z",
+     "shell.execute_reply": "2024-07-25T10:04:08.939974Z"
+    },
+    "papermill": {
+     "duration": 1.006746,
+     "end_time": "2024-07-25T10:04:08.943304",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.936558",
+     "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": "fbfdf087",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:08.966345Z",
+     "iopub.status.busy": "2024-07-25T10:04:08.966018Z",
+     "iopub.status.idle": "2024-07-25T10:04:09.975710Z",
+     "shell.execute_reply": "2024-07-25T10:04:09.974605Z"
+    },
+    "papermill": {
+     "duration": 1.023794,
+     "end_time": "2024-07-25T10:04:09.977901",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:08.954107",
+     "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": "74003528",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:10.003163Z",
+     "iopub.status.busy": "2024-07-25T10:04:10.002840Z",
+     "iopub.status.idle": "2024-07-25T10:04:10.012271Z",
+     "shell.execute_reply": "2024-07-25T10:04:10.011465Z"
+    },
+    "papermill": {
+     "duration": 0.024346,
+     "end_time": "2024-07-25T10:04:10.014226",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:09.989880",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/2\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": "0febee78",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:10.037370Z",
+     "iopub.status.busy": "2024-07-25T10:04:10.037032Z",
+     "iopub.status.idle": "2024-07-25T10:04:10.388957Z",
+     "shell.execute_reply": "2024-07-25T10:04:10.388158Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.366252,
+     "end_time": "2024-07-25T10:04:10.391265",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:10.025013",
+     "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": "a35d02c3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:10.416684Z",
+     "iopub.status.busy": "2024-07-25T10:04:10.416393Z",
+     "iopub.status.idle": "2024-07-25T10:04:12.011971Z",
+     "shell.execute_reply": "2024-07-25T10:04:12.011138Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.610837,
+     "end_time": "2024-07-25T10:04:12.014431",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:10.403594",
+     "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": "094ad2c5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:12.039233Z",
+     "iopub.status.busy": "2024-07-25T10:04:12.038342Z",
+     "iopub.status.idle": "2024-07-25T10:04:12.046341Z",
+     "shell.execute_reply": "2024-07-25T10:04:12.045623Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022156,
+     "end_time": "2024-07-25T10:04:12.048236",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:12.026080",
+     "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": "4615bc43",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:12.074031Z",
+     "iopub.status.busy": "2024-07-25T10:04:12.073756Z",
+     "iopub.status.idle": "2024-07-25T10:04:12.078802Z",
+     "shell.execute_reply": "2024-07-25T10:04:12.077922Z"
+    },
+    "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": 0.020453,
+     "end_time": "2024-07-25T10:04:12.080800",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:12.060347",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "28817bdd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:12.104176Z",
+     "iopub.status.busy": "2024-07-25T10:04:12.103906Z",
+     "iopub.status.idle": "2024-07-25T10:04:12.218592Z",
+     "shell.execute_reply": "2024-07-25T10:04:12.217694Z"
+    },
+    "papermill": {
+     "duration": 0.129119,
+     "end_time": "2024-07-25T10:04:12.220862",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:12.091743",
+     "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": "2536c108",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:12.247324Z",
+     "iopub.status.busy": "2024-07-25T10:04:12.246910Z",
+     "iopub.status.idle": "2024-07-25T10:04:16.529198Z",
+     "shell.execute_reply": "2024-07-25T10:04:16.528209Z"
+    },
+    "papermill": {
+     "duration": 4.298246,
+     "end_time": "2024-07-25T10:04:16.531402",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:12.233156",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:04:13.976420: 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 10:04:13.976484: 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 10:04:13.978110: 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": "d982414d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:16.558717Z",
+     "iopub.status.busy": "2024-07-25T10:04:16.558118Z",
+     "iopub.status.idle": "2024-07-25T10:04:16.565285Z",
+     "shell.execute_reply": "2024-07-25T10:04:16.564550Z"
+    },
+    "papermill": {
+     "duration": 0.023031,
+     "end_time": "2024-07-25T10:04:16.567129",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:16.544098",
+     "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": "f13d158e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:16.591224Z",
+     "iopub.status.busy": "2024-07-25T10:04:16.590952Z",
+     "iopub.status.idle": "2024-07-25T10:04:19.287227Z",
+     "shell.execute_reply": "2024-07-25T10:04:19.286144Z"
+    },
+    "papermill": {
+     "duration": 2.711129,
+     "end_time": "2024-07-25T10:04:19.289620",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:16.578491",
+     "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": "b4b4a12b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:19.317915Z",
+     "iopub.status.busy": "2024-07-25T10:04:19.316978Z",
+     "iopub.status.idle": "2024-07-25T10:04:19.323962Z",
+     "shell.execute_reply": "2024-07-25T10:04:19.323067Z"
+    },
+    "papermill": {
+     "duration": 0.022933,
+     "end_time": "2024-07-25T10:04:19.325850",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:19.302917",
+     "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": "6625e51f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:19.350711Z",
+     "iopub.status.busy": "2024-07-25T10:04:19.350449Z",
+     "iopub.status.idle": "2024-07-25T10:04:19.883405Z",
+     "shell.execute_reply": "2024-07-25T10:04:19.881936Z"
+    },
+    "papermill": {
+     "duration": 0.548313,
+     "end_time": "2024-07-25T10:04:19.885867",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:19.337554",
+     "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": "766020de",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:19.913489Z",
+     "iopub.status.busy": "2024-07-25T10:04:19.913067Z",
+     "iopub.status.idle": "2024-07-25T10:04:19.932521Z",
+     "shell.execute_reply": "2024-07-25T10:04:19.931731Z"
+    },
+    "papermill": {
+     "duration": 0.035407,
+     "end_time": "2024-07-25T10:04:19.934393",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:19.898986",
+     "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": "f52d2089",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:19.960249Z",
+     "iopub.status.busy": "2024-07-25T10:04:19.959505Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.048352Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.047406Z"
+    },
+    "papermill": {
+     "duration": 0.104106,
+     "end_time": "2024-07-25T10:04:20.050503",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:19.946397",
+     "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 0x7b0291c4cc10>, '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 0x7b0291c4cc10>, '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": "cc15ad3e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.078965Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.078142Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.096153Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.095414Z"
+    },
+    "papermill": {
+     "duration": 0.034438,
+     "end_time": "2024-07-25T10:04:20.098109",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.063671",
+     "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": "00d68d84",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.123617Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.123353Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.127062Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.126253Z"
+    },
+    "papermill": {
+     "duration": 0.018809,
+     "end_time": "2024-07-25T10:04:20.128981",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.110172",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "a1843322",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.154795Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.154526Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.364210Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.363486Z"
+    },
+    "papermill": {
+     "duration": 0.224946,
+     "end_time": "2024-07-25T10:04:20.366309",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.141363",
+     "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": "be59c6ac",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.394360Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.394050Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.640863Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.639904Z"
+    },
+    "papermill": {
+     "duration": 0.263294,
+     "end_time": "2024-07-25T10:04:20.643123",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.379829",
+     "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": "76a7bb69",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.671757Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.671417Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.678162Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.677414Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023142,
+     "end_time": "2024-07-25T10:04:20.680082",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.656940",
+     "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": "d07140e7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.706198Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.705926Z",
+     "iopub.status.idle": "2024-07-25T10:04:37.421252Z",
+     "shell.execute_reply": "2024-07-25T10:04:37.420247Z"
+    },
+    "papermill": {
+     "duration": 16.731068,
+     "end_time": "2024-07-25T10:04:37.423593",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.692525",
+     "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 0.6519650220870972\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4388227164745331\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.34994035959243774\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": "3708bc09",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:37.453779Z",
+     "iopub.status.busy": "2024-07-25T10:04:37.453382Z",
+     "iopub.status.idle": "2024-07-25T10:05:23.542705Z",
+     "shell.execute_reply": "2024-07-25T10:05:23.541719Z"
+    },
+    "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": 46.106851,
+     "end_time": "2024-07-25T10:05:23.544917",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:37.438066",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.008634] [G loss: -0.517761]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7592470645904541\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7251178026199341\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7301207780838013\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7047074437141418\n",
+      "[Epoch 20/179] [D loss: -0.026846] [G loss: -0.513509]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.048052] [G loss: -0.510119]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8036615252494812\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7574741244316101\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7257087230682373\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7243409156799316\n",
+      "[Epoch 40/179] [D loss: -0.078468] [G loss: -0.504305]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6675056219100952\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7644516229629517\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7152520418167114\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6755014657974243\n",
+      "[Epoch 50/179] [D loss: -0.105153] [G loss: -0.494222]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.151075] [G loss: -0.481536]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6198046207427979\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6107639670372009\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7071764469146729\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.662521481513977\n",
+      "[Epoch 70/179] [D loss: -0.184019] [G loss: -0.480846]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6066510677337646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5763992071151733\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5555245876312256\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6934792995452881\n",
+      "[Epoch 80/179] [D loss: -0.187942] [G loss: -0.492820]\n",
+      "[Epoch 90/179] [D loss: -0.232040] [G loss: -0.471641]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5518332719802856\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5338934659957886\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45382726192474365\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4512915015220642\n",
+      "[Epoch 100/179] [D loss: -0.270661] [G loss: -0.433027]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.251067] [G loss: -0.442348]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5373997688293457\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4691731333732605\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46685123443603516\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43713223934173584\n",
+      "[Epoch 120/179] [D loss: -0.223577] [G loss: -0.489665]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42754966020584106\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5424405932426453\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.474323570728302\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46559542417526245\n",
+      "[Epoch 130/179] [D loss: -0.191094] [G loss: -0.508710]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.196080] [G loss: -0.502130]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43768447637557983\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42996975779533386\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5205072164535522\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47892633080482483\n",
+      "[Epoch 150/179] [D loss: -0.231949] [G loss: -0.485877]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4379831850528717\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43912386894226074\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4376065135002136\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5231761932373047\n",
+      "[Epoch 160/179] [D loss: -0.281751] [G loss: -0.435104]\n",
+      "[Epoch 170/179] [D loss: -0.361287] [G loss: -0.347437]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46785449981689453\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42856141924858093\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42293643951416016\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.39965975284576416\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": "eb209522",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:23.582064Z",
+     "iopub.status.busy": "2024-07-25T10:05:23.581711Z",
+     "iopub.status.idle": "2024-07-25T10:05:23.609386Z",
+     "shell.execute_reply": "2024-07-25T10:05:23.608452Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.04864,
+     "end_time": "2024-07-25T10:05:23.611464",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:23.562824",
+     "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": "56bda63f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:23.646840Z",
+     "iopub.status.busy": "2024-07-25T10:05:23.646568Z",
+     "iopub.status.idle": "2024-07-25T10:05:24.557501Z",
+     "shell.execute_reply": "2024-07-25T10:05:24.556526Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.931354,
+     "end_time": "2024-07-25T10:05:24.559978",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:23.628624",
+     "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": "6b836f1b",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.01919,
+     "end_time": "2024-07-25T10:05:24.597083",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:24.577893",
+     "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": 93.036273,
+   "end_time": "2024-07-25T10:05:26.339591",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/2/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/2/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 2,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/2",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:03:53.303318",
+   "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/2/mlu_log_ae.csv b/iris/lct_gan/2/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b5b1926431d9566468597c06350e326fcab77a4
--- /dev/null
+++ b/iris/lct_gan/2/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
+lct_ae,0,3.6226444244384766,,,,,,
+lct_ae,1,3.5151264667510986,,,,,,
+lct_ae,2,3.6067116260528564,,,,,,
+lct_ae,3,3.6474599838256836,,,,,,
+lct_ae,4,3.5838654041290283,,,,,,
+lct_ae,5,3.4213595390319824,,,,,,
+lct_ae,6,3.51076602935791,,,,,,
+lct_ae,7,3.4128189086914062,,,,,,
+lct_ae,8,3.0488693714141846,,,,,,
+lct_ae,9,2.904839515686035,,,,,,
+lct_ae,10,2.8427066802978516,,,,,,
+lct_ae,11,2.640402317047119,,,,,,
+lct_ae,12,2.8957536220550537,,,,,,
+lct_ae,13,2.289438247680664,,,,,,
+lct_ae,14,2.4156031608581543,,,,,,
+lct_ae,15,2.0372745990753174,,,,,,
+lct_ae,16,2.3614137172698975,,,,,,
+lct_ae,17,2.3333640098571777,,,,,,
+lct_ae,18,2.4075231552124023,,,,,,
+lct_ae,19,2.170011281967163,,,,,,
+lct_ae,20,2.1572489738464355,,,,,,
+lct_ae,21,2.1064443588256836,,,,,,
+lct_ae,22,1.7338926792144775,,,,,,
+lct_ae,23,1.7371175289154053,,,,,,
+lct_ae,24,1.7465465068817139,,,,,,
+lct_ae,25,1.59981369972229,,,,,,
+lct_ae,26,1.7228660583496094,,,,,,
+lct_ae,27,1.5552321672439575,,,,,,
+lct_ae,28,1.370986819267273,,,,,,
+lct_ae,29,1.202570915222168,,,,,,
+lct_ae,30,1.1417555809020996,,,,,,
+lct_ae,31,0.9637932777404785,0.0,0.0,0.0,0.8989089727401733,0.6519650220870972,1.0394351482391357
+lct_ae,32,1.0604071617126465,,,,,,
+lct_ae,33,0.8143001198768616,,,,,,
+lct_ae,34,0.996631383895874,,,,,,
+lct_ae,35,0.8138716220855713,,,,,,
+lct_ae,36,0.7906457185745239,,,,,,
+lct_ae,37,0.8089411854743958,,,,,,
+lct_ae,38,0.6362102031707764,,,,,,
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diff --git a/iris/lct_gan/2/mlu_log_gan.csv b/iris/lct_gan/2/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afed60645dbf3624d58c4227865dd13cc3853aa2
--- /dev/null
+++ b/iris/lct_gan/2/mlu_log_gan.csv
@@ -0,0 +1,180 @@
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