a

iris/tvae/1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.785977353180067,3.046668480729771,4.341549759148418,1.4558673230995511,Iris-versicolor
+1,4.96665599917665,2.105175460165903,3.1661472136809374,1.0707073579407127,Iris-versicolor
+2,6.440508748988112,2.8816353287159107,4.9471922550890834,1.7740972822712489,Iris-virginica
+3,5.445231215788288,2.7256568509914954,3.5712884361792274,1.13289749047207,Iris-versicolor
+4,5.449198680036365,2.9722927441714564,1.4540572355414112,0.18446362287563906,Iris-setosa
+5,4.505262775365496,3.0047681519279745,1.2457675167115188,0.2072017305931756,Iris-setosa
+6,5.512503939567865,2.855640389678119,4.397225760639248,1.1097928340369339,Iris-versicolor
+7,5.085469279062997,3.576550754335612,1.469490992244296,0.17491103616840922,Iris-setosa
+8,6.50704434184475,2.8651142208727403,5.1055356887294066,1.7268099285502327,Iris-virginica
+9,6.47708946283314,3.0043238335125166,5.001383680043919,1.8004474250375715,Iris-virginica
+10,7.130940198215838,2.6513388224882446,6.002198645717237,1.8605226565582618,Iris-virginica
+11,6.5900724318045185,2.85477821310482,4.377858220065544,1.694839543658588,Iris-versicolor
+12,5.23481347112772,3.2336819504054026,1.6878305757479957,0.42189338649396757,Iris-setosa
+13,5.184288252585711,3.811590591833876,1.4453555632595994,0.169831273399139,Iris-setosa
+14,6.770232654396762,2.8281689199061577,5.685694535220967,1.8150621254953627,Iris-virginica
+15,6.625717725917315,3.6008715782403375,5.7774950895840975,2.415471469290926,Iris-virginica
+16,5.524341192407872,2.8225574955563433,3.947484961443076,1.4066327846399522,Iris-versicolor
+17,5.82416374718753,2.6166022501131696,3.634472968387719,0.9470227443237608,Iris-versicolor
+18,4.8773308280632905,3.083394505113794,1.2340979585716605,0.2408162779565888,Iris-setosa
+19,5.060294832050003,3.6224086554353114,1.6112140230254273,0.3000648427854423,Iris-setosa
+20,5.396943681951748,2.5846564428921335,4.4425721788027195,1.430378900287853,Iris-versicolor
+21,6.676491161490591,2.9222362444159122,4.25636983330095,1.3834659818450432,Iris-versicolor
+22,5.0760373133422405,3.182556151934856,1.4828491768926872,0.15112552028727638,Iris-setosa
+23,6.8576314104428615,2.938456640179595,5.566205360937412,1.5955905690305219,Iris-virginica
+24,6.715292983314365,3.3081854062267397,4.498156007316602,1.6038941412561845,Iris-virginica
+25,6.6172119605190645,3.3104920310815977,5.8610479752845865,1.9215074268844587,Iris-virginica
+26,5.546995451377494,3.844099948934207,1.58352342608025,0.07871636567241996,Iris-setosa
+27,4.621298153192739,3.185038594256362,1.4081133022612018,0.12346145477866285,Iris-setosa
+28,5.93569505508328,2.7308929730550897,4.5734505191617405,1.7573126010378965,Iris-versicolor
+29,5.302081223174839,3.080134998648596,1.2530370638537733,0.17628293080607038,Iris-setosa
+30,6.567702055717776,2.7794161338783647,5.12665153984561,1.6935116524888452,Iris-virginica
+31,6.8899465578460495,3.4966358493775633,5.169967629915942,2.2423218056446683,Iris-virginica
+32,5.1805815399665684,2.4273340543277997,4.286847704236718,1.1937709362064812,Iris-versicolor
+33,5.428166373329395,3.968195471266858,1.716986301549505,0.0690240811792443,Iris-setosa
+34,6.375968068195577,2.737656115734567,4.761798447540798,1.6760486512001629,Iris-virginica
+35,4.697032982684762,2.785868570687578,1.302665968448925,0.16085808995372441,Iris-setosa
+36,5.8135729915512275,3.0960870962865576,4.451441391875075,1.4890195279573135,Iris-versicolor
+37,5.037757384119717,2.9161770384680725,1.3984958448270512,0.30662219491966436,Iris-setosa
+38,6.681245628010843,2.601618255109797,4.663752869556955,1.8389131069150044,Iris-virginica
+39,6.768004635345105,3.2926028316407363,6.315858030357113,2.614777468846843,Iris-virginica
+40,4.918152626331715,2.9928169181356545,1.3228992820018624,1.0488807808145628,Iris-setosa
+41,6.005051010140058,3.094059066607884,5.389950883095315,1.5609645617347068,Iris-virginica
+42,5.998187202011247,2.9140976855720435,4.964923378783973,1.8186135186313983,Iris-virginica
+43,5.671230665819593,3.76094738401048,1.9308195675910307,0.3605206542451529,Iris-setosa
+44,5.039988609309751,3.137267616719436,1.572035204517364,0.12631558409951898,Iris-setosa
+45,5.526913269022169,2.8978802064285207,5.386921542077336,1.7735659560383916,Iris-virginica
+46,6.126603995118909,2.809238855499122,4.321662855339591,1.4955305661073033,Iris-versicolor
+47,5.856854235921272,2.7156534061448743,4.971010415919384,1.4711779063517407,Iris-versicolor
+48,4.693852935891437,3.361096791752786,1.512115384731655,0.20176581212631686,Iris-setosa
+49,5.507170610063565,2.855981218425851,4.513104140763605,1.2110382268378839,Iris-versicolor
+50,4.907624127073245,3.400060300327531,1.481524908665443,0.20044099976987895,Iris-setosa
+51,6.204023946624497,3.172562549148841,5.3648036293684225,2.3636305183668385,Iris-virginica
+52,6.143548880509488,2.8978283784660053,4.685166892751528,1.2130145850236536,Iris-versicolor
+53,4.740252155474364,2.8779017245944027,4.56032830825374,1.6756956449724951,Iris-setosa
+54,5.9912424847478,2.6429213452490083,4.779885345382729,1.9456701978454638,Iris-virginica
+55,5.407676919331791,3.9452585357672607,1.5295530640703727,0.1875227020627824,Iris-setosa
+56,4.774753632147349,3.1433141519285135,1.5888473314255738,0.2925461583527347,Iris-setosa
+57,6.264199718018756,2.703975665239849,5.059378475085049,1.6553974701513055,Iris-virginica
+58,5.311759351393136,2.6414635669355073,4.011109083741411,1.261692003721181,Iris-versicolor
+59,6.592948876395113,2.933875563338605,4.845061668056365,1.7382341466314444,Iris-versicolor
+60,5.867537951575839,2.7828774231322395,4.621347500276634,1.837505834737957,Iris-virginica
+61,6.119973138378423,2.533790431422188,5.272622875813344,1.7777932090547417,Iris-virginica
+62,6.751388545336564,2.570653075336772,5.382311174253808,1.453519500141233,Iris-virginica
+63,6.199266296954595,2.4969618456031584,5.368177877141421,1.9401997549245111,Iris-virginica
+64,6.329078276162209,2.8972001407572843,5.230230781675483,1.6740203115246917,Iris-virginica
+65,5.8844849171622915,2.567018029962355,4.608038774770413,1.6621016406635174,Iris-versicolor
+66,5.092918607672788,3.2457846036713884,1.5676543743511575,0.4312148402432092,Iris-setosa
+67,6.562531114050711,3.214246839343536,5.223443555112476,1.894535061300509,Iris-virginica
+68,5.315860281448888,2.6493650474351913,4.224270455058829,1.1004825085290457,Iris-versicolor
+69,5.229339332713762,3.475587982182071,1.348998076359863,0.9064276660088009,Iris-setosa
+70,5.952609302348062,2.612663446464828,4.886142971118951,1.7875670307494325,Iris-virginica
+71,5.284903896940651,3.7147338461516126,1.789105641077593,0.17007704007715801,Iris-setosa
+72,5.060373480470172,3.375116523443125,1.2105091504571468,0.005323349662834431,Iris-setosa
+73,6.2976290828176555,2.6993106587909255,4.684926741815063,1.5777772624356956,Iris-versicolor
+74,6.363310662248244,2.85145363158237,5.116396447087524,1.579958722130032,Iris-virginica
+75,5.674434093010326,2.803910199027696,4.931808129894949,1.87058077846812,Iris-virginica
+76,5.202298828153319,3.089383589976274,1.2018175446717472,1.3920905810085764,Iris-versicolor
+77,6.633598147496189,2.9197568230063546,5.38515918721338,1.743905970670616,Iris-virginica
+78,6.53875092615641,3.326406396329796,5.50347987953495,1.9266957727715779,Iris-virginica
+79,5.841156192517683,3.07690057018869,4.7083443227228,1.7646639646838627,Iris-virginica
+80,5.753704944438071,2.6804161793826293,4.043670622122742,1.214723085228746,Iris-versicolor
+81,7.363932214834561,2.925738949899513,5.860471555946414,1.73672004021298,Iris-virginica
+82,6.278039131265839,3.178422376329653,5.267419624894667,2.041954106873166,Iris-virginica
+83,4.518143778720485,3.1282788939751267,1.1640836091877196,0.04274617156021279,Iris-setosa
+84,5.876374804337437,3.674409170498926,1.195353086482624,0.25951999204275317,Iris-setosa
+85,6.515653426957424,2.452350099237329,5.059983214298542,1.7875220838924781,Iris-virginica
+86,6.705189219344418,2.948040904405864,5.317890002020016,2.11091025947332,Iris-virginica
+87,5.445111252697045,2.5911934942155974,4.644720443213268,1.1540019234025958,Iris-versicolor
+88,4.880207703209276,3.2484662271108213,1.4034276830472143,0.21346778209470887,Iris-setosa
+89,6.1972380943541445,2.817815047923926,5.330277267771448,1.9396053878768675,Iris-virginica
+90,5.92047174467816,2.7518154107575583,3.995253336643289,0.9674109039297378,Iris-versicolor
+91,6.06394597988864,3.0006993944665563,4.198568056626019,1.6100881090868868,Iris-versicolor
+92,6.355780140109172,2.930804465018255,4.382306043068254,1.3263554777541602,Iris-versicolor
+93,6.1541299331494805,2.786634914329358,4.341675815977648,1.627197880492061,Iris-versicolor
+94,7.392789639180701,2.5280771674856393,5.205082325463156,1.7717230990094546,Iris-virginica
+95,7.185920541675316,2.576023185567491,5.628685070494769,2.0504141876631268,Iris-virginica
+96,6.268739034366032,2.920545624272993,4.298843303835712,1.387493589894758,Iris-versicolor
+97,6.537822389803241,2.9894831480770008,5.390011747031934,1.7852906312621535,Iris-virginica
+98,6.105748736810331,3.3841057085612247,4.276511509618015,1.4149113029575764,Iris-versicolor
+99,5.839525528570844,2.937121282402756,4.8770307885173665,1.4591888213122117,Iris-versicolor
+100,6.38686066651135,2.75550398131208,4.572565740574998,1.2766156831829765,Iris-versicolor
+101,6.026128814791028,2.7366233364968857,4.856328167272742,1.4900181188217827,Iris-virginica
+102,6.273507379814185,3.182617647010151,5.5770899260939935,2.3536151290439085,Iris-virginica
+103,6.439822088523421,2.8207475724960425,4.652400776312287,1.774608993058115,Iris-virginica
+104,5.435214256733312,2.3871656602833893,4.014113983924945,1.2479195998168877,Iris-versicolor
+105,5.781236526630904,2.7027852142146824,5.091971590573445,2.0603575995391052,Iris-virginica
+106,4.663843444957009,3.073541550813946,1.416474180626239,0.16136190569767078,Iris-setosa
+107,5.144047978046806,3.69560664951623,1.5886830064443556,0.15019025220094256,Iris-setosa
+108,6.168799015501893,3.7771707561862713,1.3373080206127979,0.10765817026722271,Iris-setosa
+109,6.611839798412903,2.775831561072379,5.039588690924279,1.710120564012367,Iris-virginica
+110,5.373655407951866,3.0995370222517797,1.12566985076888,0.02599443211864122,Iris-setosa
+111,6.9452862734272856,2.9533496947178763,5.28441631079863,1.9060094783421673,Iris-virginica
+112,4.871895557948323,2.9880182252903142,1.7936125696332628,0.3447904230480564,Iris-setosa
+113,4.909944579964088,2.954190842826122,1.2136535616436401,0.15065722372209636,Iris-setosa
+114,6.309544929402512,2.90052844499252,5.282325228941322,2.4582213750129402,Iris-virginica
+115,4.670002478356244,3.117053658588794,1.3235594418326924,0.235851624516353,Iris-setosa
+116,6.058184964379698,3.191756044176083,4.110013042264614,1.730129372900005,Iris-versicolor
+117,4.743672726738719,2.7347709120268044,1.2892967641036495,0.11001379640962924,Iris-setosa
+118,6.94400555406223,3.018456219566311,4.730084638767392,1.6630473593495518,Iris-versicolor
+119,6.666999192037976,3.008559449280556,5.446826468824508,1.8655966770145067,Iris-virginica

iris/tvae/1/0/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/0/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/0/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.247151747099173,2.8812985930515493,4.523143438904534,1.5328988257677836,Iris-versicolor
+1,4.976325254209549,3.171632317627781,1.4797274972249204,0.30422976736248597,Iris-setosa
+2,5.2018303690042655,3.66828938340202,1.6434328807893117,0.196510955745298,Iris-setosa
+3,5.713497087260086,3.294619658972776,4.280547420186496,1.654914109200602,Iris-versicolor
+4,5.849935472811025,2.4510194787744357,4.1723366747817066,1.544139754755438,Iris-versicolor
+5,5.251358462238488,2.8525848235820734,4.030565178352069,1.321093740037672,Iris-versicolor
+6,5.3557304428497705,3.6878821481886055,1.3893882107840512,0.21270271372731248,Iris-setosa
+7,5.370064234103259,2.9661683866698723,4.198706726528405,0.9943440282083713,Iris-versicolor
+8,5.089796483492062,2.807182511345213,1.4708859250977813,1.2293202665241687,Iris-setosa
+9,5.133793330204518,3.446701209905692,1.5221333262666896,0.4115126085667294,Iris-setosa
+10,6.537111265206992,2.8221125576729573,4.730596616685482,1.6320653524410051,Iris-versicolor
+11,4.761001794911635,3.1525507219672426,1.462927290585625,0.17694612862595938,Iris-setosa
+12,5.132643491777316,3.170203087002888,1.1190523488610762,0.23943989860447493,Iris-setosa
+13,5.3248697456535155,3.302253385303605,1.642009018345052,0.22564466075462133,Iris-setosa
+14,6.994751039701738,2.931527981754752,5.224743660002972,1.9128484868612483,Iris-virginica
+15,5.6442339780333395,2.801812416759181,4.492058372442938,1.724443834156365,Iris-versicolor
+16,6.026102396022939,2.801567806850673,5.827956065964673,2.033036390675123,Iris-virginica
+17,5.13153272490099,3.4976390661073595,1.5824728062944282,0.11991666854893168,Iris-setosa
+18,6.726385129927628,3.194835249758726,4.695012465857215,1.1368965581354522,Iris-versicolor
+19,6.500989338066704,2.803524822584893,5.004306948651377,1.7869787496023362,Iris-virginica
+20,6.1019724572069585,2.7566175197942604,5.2210905344693455,1.984956002409948,Iris-virginica
+21,6.4120262454137436,2.9226487087144646,4.841337382544655,1.915619357398547,Iris-virginica
+22,6.671942459344731,3.2513466796320936,5.586571552953319,1.848713597500793,Iris-virginica
+23,6.191407996247995,3.0923849983634044,4.9178943109833515,1.8623263179206782,Iris-virginica
+24,5.173448060807301,3.496751637790175,1.506296751229994,0.23306034630141814,Iris-setosa
+25,6.088737844425739,2.9274778996228874,4.769103944356433,1.4549680324834349,Iris-versicolor
+26,5.979038393804892,2.8089420568894052,4.925412444523207,1.7840135632372198,Iris-virginica
+27,4.339281453809453,3.1429630817172636,1.3394846974870456,0.09800708401367395,Iris-setosa
+28,6.891602391042169,2.916385264134961,5.763803063895733,1.6507640764960332,Iris-virginica
+29,6.014129929374557,2.92931982364817,4.611291339966604,1.6697772516067597,Iris-virginica
+30,5.888343278304275,2.738349768176633,5.253344588588182,1.7726573707156008,Iris-virginica
+31,6.251643848115801,2.4467433080807215,5.617282901448313,2.318480503081429,Iris-virginica
+32,4.840366842235895,2.202275262987049,3.2608048557697575,0.8468130525054135,Iris-versicolor
+33,5.904635576631811,3.372079675659359,4.726848928932172,1.5473409908725768,Iris-versicolor
+34,6.352333827764833,3.6410154263198766,5.516396486309584,2.1613271952479542,Iris-virginica
+35,5.376475050977297,3.502318773679559,1.6828341890684562,0.513617908698133,Iris-setosa
+36,7.339540702758191,2.896190421273566,6.1399742237257495,1.7506004219894225,Iris-virginica
+37,5.011160502641687,2.280609372872622,3.6492578093488675,1.220685110586162,Iris-versicolor
+38,6.4607769820656795,2.837653286567033,4.253367470703434,1.2827369822953192,Iris-versicolor
+39,5.413404154687617,1.9264168342712575,3.0245996694502333,1.329947092696175,Iris-versicolor
+40,5.894459298942278,2.7125450436048837,4.729665569941916,1.6674693028716063,Iris-virginica
+41,6.397038981018737,2.51509332553133,5.08381376920733,1.7061442731321683,Iris-virginica
+42,6.220399267445154,2.7815522080044586,5.247202493990436,1.933181166938859,Iris-virginica
+43,7.180438555752325,3.248814816616826,6.07045237709156,2.4612206707831463,Iris-virginica
+44,5.973204177933304,3.013356682598201,5.211502417820618,2.018897210562191,Iris-virginica
+45,6.047576321921035,2.9177253974605537,4.605466834379693,1.4934328327763295,Iris-versicolor
+46,5.9870404121497245,3.104638503305255,5.094494513305853,1.6424917945778854,Iris-virginica
+47,5.928042060288711,2.8802461712137806,5.054684362735816,1.5266578080778708,Iris-versicolor
+48,5.11857928951317,3.7262809609807164,1.4590393581828476,0.32776384993086327,Iris-setosa
+49,6.31054384419468,2.559594478878389,4.588412399952199,1.6063001664891545,Iris-versicolor
+50,5.655299854602868,2.827610292094729,4.4761734781826155,1.3786852181262566,Iris-versicolor
+51,5.319300920469777,2.4974420023207693,3.265728471762204,1.435211568822723,Iris-versicolor
+52,5.997249531666718,3.2901299555824526,5.111181110105893,1.9447332213344297,Iris-virginica
+53,5.457940535696516,3.2884157768319806,1.3284982702649768,0.21780361580577,Iris-setosa
+54,5.335761601231747,1.9811969609587419,3.439788771784854,0.5241290760741799,Iris-versicolor
+55,6.742801846831951,2.7166676495187225,5.157429168096417,1.4740232434297955,Iris-virginica
+56,6.530337432323599,3.042679401258087,4.286630349273247,1.1565106831509206,Iris-versicolor
+57,5.503146443242884,3.632289257086869,1.2710017994690386,0.27048867396986,Iris-setosa
+58,6.676962081853354,2.9521829509695006,4.1386069563622625,1.4156903107255516,Iris-versicolor
+59,5.095699454023915,3.3293983261796476,1.6163540913320729,0.06121996335711366,Iris-setosa
+60,6.073002595489022,2.6717562981163163,5.668854541800728,2.027362116231506,Iris-virginica
+61,5.493071841003308,2.8183527425671935,3.882793987982896,1.5916175141796136,Iris-versicolor
+62,6.618954126734335,3.094287222976976,5.2046707669023125,1.9710092863171973,Iris-virginica
+63,5.812807423287688,2.9852752926322044,3.8236918575307506,1.0798242075515505,Iris-versicolor
+64,5.987786912681709,2.576852137968357,5.485056822404775,2.073365988505836,Iris-virginica
+65,6.105878087357818,2.6796980263522463,5.211970161171054,1.6311348837537898,Iris-virginica
+66,7.166290037134251,2.9310917476152283,5.635470625254584,1.7110572537310098,Iris-virginica
+67,5.685964998713263,2.6432604038944825,3.7947211903944007,1.3674506478116306,Iris-versicolor
+68,7.271215689901771,2.8476670869939436,5.14533366219205,1.5845435085178166,Iris-versicolor
+69,5.757180721506496,2.828152847243649,4.7872996895160265,1.6430794769396435,Iris-virginica
+70,5.392402300022008,3.1682211548904036,4.84673983841529,1.6822812695003901,Iris-versicolor
+71,4.941851382375013,3.1428281192572767,1.5839570218940455,0.39653148853645853,Iris-setosa
+72,5.560502827461858,2.8567992910417632,4.092704889472039,1.1788432487789833,Iris-versicolor
+73,5.085766153848276,3.4994670529301986,1.4170423193918673,0.22789228829412186,Iris-setosa
+74,4.4885888497515944,3.10560307003311,1.6727824557828028,0.21312788160313328,Iris-setosa
+75,5.141756691498136,2.4593229500099363,4.124725241595841,1.1095757200127427,Iris-versicolor
+76,6.93425464704666,2.9875528753079785,5.9153148051897535,1.9236807007922316,Iris-virginica
+77,4.954674805910721,3.493200707078221,1.5396571453588834,0.3266657595877692,Iris-setosa
+78,7.648928683611558,3.2237298220645463,6.362824252648222,2.2491511456362776,Iris-virginica
+79,5.89869953033933,3.0879796126266634,4.063297163970141,1.623491544666209,Iris-versicolor
+80,5.841243659613177,2.7244108195122427,4.077416545550635,1.2840028510675159,Iris-versicolor
+81,6.709241415200127,2.9279622434557027,5.301515876749184,1.4878044941252977,Iris-virginica
+82,6.889261596568927,2.876319316365721,4.884789474122373,1.2646289783129456,Iris-versicolor
+83,5.014722996939034,3.357682140534289,1.3156922782532425,0.38856330939482664,Iris-setosa
+84,7.1737667029870975,2.9035384306894705,6.067582076277715,1.9453674412672957,Iris-virginica
+85,4.957198993730415,2.8146653366564376,1.6351607162125088,0.30189154596951584,Iris-setosa
+86,5.441298990808857,3.059436576513005,1.2704290616190739,0.15760197198035478,Iris-setosa
+87,7.465806222160273,2.947963978029477,6.524407637238395,2.2371451573775523,Iris-virginica
+88,5.827261305721615,2.6878266708923606,4.117876537290686,1.180082047745163,Iris-versicolor
+89,6.430257958576084,3.5830227925933578,5.787425634444986,2.5044631966499318,Iris-virginica
+90,4.997185635698899,2.9330147168766825,1.408482463401337,0.19844632553201788,Iris-setosa
+91,7.275219725265229,2.8523607919803284,6.326215264908352,2.362288156184735,Iris-virginica
+92,5.670194519704898,3.1394797863254413,4.551518553754184,1.8240650373669367,Iris-virginica
+93,6.086444151921942,2.7816216348305876,4.615042067410199,1.409466362860032,Iris-versicolor
+94,7.04374460575518,2.8042844472885706,5.022358346769359,1.5846783476578685,Iris-versicolor
+95,5.012396021452906,3.4553836990001328,1.3807551202535628,0.13784864586900597,Iris-setosa
+96,5.4833909766814815,2.8377047045584263,3.741800626505377,1.1786128019625628,Iris-versicolor
+97,5.517789025287658,2.711715911073144,3.601051891246193,1.152012922044959,Iris-versicolor
+98,4.3547461020708225,3.191881424045206,1.0355101174925772,0.07615024794407274,Iris-setosa
+99,5.015687572811792,3.0616919067502892,1.2497739144496538,0.2727566746160063,Iris-setosa
+100,6.651705290820122,3.2692155406770604,5.565919036543993,1.9442485478437128,Iris-virginica
+101,7.422980482061876,2.7449988528270537,5.976732707436371,1.6118069413965823,Iris-virginica
+102,6.502419907274723,3.1962594352277347,5.317623481032791,1.9966976681056356,Iris-virginica
+103,5.306702114285983,2.549824831824482,4.038270057997656,1.3152458149632673,Iris-versicolor
+104,6.108857181392591,2.626769705654657,4.917754783099909,1.6100218229874594,Iris-virginica
+105,5.791134801683797,3.3563762219210953,4.831140353289681,1.7330387620342118,Iris-virginica
+106,5.497567963632658,3.2445695668517285,1.5063138112187955,0.33512981532076574,Iris-setosa
+107,4.563937316748485,2.9853774215216906,1.4625534143705556,0.33144433563512027,Iris-setosa
+108,5.911407133492066,2.869860355745094,5.175157061260722,2.0144415519932126,Iris-virginica
+109,4.926116843733619,3.0254811386915823,1.3765293146754873,0.2573815593920721,Iris-setosa
+110,6.322132312655963,2.955809378269601,5.016506511099981,1.6192811811572225,Iris-versicolor
+111,6.749406848044554,2.8737411426417476,5.7095210902577005,1.7440173547046673,Iris-virginica
+112,4.594726014073877,3.150150075187803,1.3915171922264726,0.1512256399523223,Iris-setosa
+113,4.557956438141174,3.3905714652606953,1.603445953073449,0.3278374305791817,Iris-setosa
+114,5.806065717015863,2.3855148576140124,3.395870390467544,0.9990545887830513,Iris-versicolor
+115,4.784972223455342,2.6698598326480436,4.665908910072656,0.2924144040682142,Iris-virginica
+116,4.335000107914863,2.576181581356134,1.2083318478574443,-0.010556311068217361,Iris-setosa
+117,4.4406619263600655,2.8865713444613816,1.4301629769375528,0.09523542860482051,Iris-setosa
+118,5.705702550520822,2.438778485431593,4.138883477841068,1.1959222620361905,Iris-versicolor
+119,4.918102093005721,3.9177134399664,1.206582173220751,0.17130280584577817,Iris-setosa

iris/tvae/1/1/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/1/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/1/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.788695415380697,2.901926135759449,1.1883150180343494,0.20950591680950964,Iris-setosa
+1,5.6229485539268325,2.7749944466474514,4.6095616009136915,1.3014919136979297,Iris-versicolor
+2,4.767019016557756,2.709624608337438,3.239039868464312,1.2490408591378448,Iris-versicolor
+3,5.187934653568188,3.8685809605322485,1.3391229261165516,0.20693032538685618,Iris-setosa
+4,5.719776842601588,2.9361421574606577,3.8513598586573714,0.9538973236980554,Iris-versicolor
+5,4.91829065153781,3.416993159498081,1.4950060801227798,0.19184712656271363,Iris-setosa
+6,6.293540154884292,3.1002853983448806,4.9455051019180365,1.5787520831896664,Iris-versicolor
+7,5.926110516663424,2.903478084652811,4.540046474816872,1.8210784200441328,Iris-virginica
+8,5.134925303170593,3.8432569248238653,1.6799418416960212,0.16944806535891652,Iris-setosa
+9,5.156386212868001,3.7472073051617643,1.4427448251717008,0.2945348737479847,Iris-setosa
+10,5.0138898534154315,3.305300349330959,1.5197754957765603,0.25953813566892253,Iris-setosa
+11,6.751588517790782,2.8329277003834084,5.51560835451527,1.8722267653798885,Iris-virginica
+12,4.783670411000531,3.2098245045536014,1.4246201516590764,0.25067047166497824,Iris-setosa
+13,6.534124360298325,2.9733738562512166,4.868687972573213,1.1783802251417992,Iris-versicolor
+14,5.9835060728299565,2.773481956634714,4.555642764154799,1.5270209923278597,Iris-versicolor
+15,5.886309546358779,2.804631190531667,5.187510235324139,1.8923004883268923,Iris-virginica
+16,5.870163792444845,3.1688406641202045,4.176667589674491,1.3211984532223178,Iris-versicolor
+17,6.045474332056045,2.9595016270642733,4.659250029622675,1.33520346375698,Iris-versicolor
+18,6.132391833584613,3.312056483295028,4.213167221335875,1.1441905006981248,Iris-versicolor
+19,4.993861440059358,3.665995535898979,1.4186426134592245,0.27376267177713903,Iris-setosa
+20,5.266918965430664,2.949705206238746,4.866123105871903,1.241368129664237,Iris-versicolor
+21,5.259248567203699,1.9572356649962521,3.542715026121563,1.1147879946079347,Iris-versicolor
+22,5.86049271730574,2.220258372310396,3.4971507693015598,0.9364620098763556,Iris-versicolor
+23,7.076354206252197,2.8829507705837822,5.247739730325599,1.8863654020150298,Iris-virginica
+24,5.926576216378037,2.994643626258273,4.154123602026333,1.4896387478973945,Iris-versicolor
+25,7.4915629436892965,3.6792552835585153,6.103993024850399,2.2330698690078052,Iris-virginica
+26,6.451894772224358,2.538293906942738,5.069416739471313,1.6616993729761589,Iris-virginica
+27,6.9386829012475335,2.791167401831224,5.648861801976798,1.8462146669382218,Iris-virginica
+28,5.98356042713063,2.96554099802949,5.076972351094051,1.9978266060713707,Iris-virginica
+29,5.859730000763088,3.004618000320429,3.9460689977943435,1.24639406698658,Iris-versicolor
+30,4.86949557341414,3.318097332094687,1.470655468907269,0.21587934281582966,Iris-setosa
+31,4.663628010720738,3.270398338050869,1.4916209005143852,0.1848560626908613,Iris-setosa
+32,6.191689308480522,3.125402124435945,4.796946196573355,1.6832980157054958,Iris-versicolor
+33,6.5943732734328355,2.8007775342075116,5.144343057334478,1.7313264972431235,Iris-virginica
+34,5.881306889513365,3.488200572515176,1.2041176220478071,0.24979172831649962,Iris-setosa
+35,6.430254445857236,3.2830947197578118,5.4567475994993435,2.3012978325875038,Iris-virginica
+36,5.053258579948646,3.154694328847959,1.7559597883931892,0.2464229347440346,Iris-setosa
+37,5.518221455643879,3.1041997809465074,4.140467359901175,1.0508057936437634,Iris-versicolor
+38,5.40784224718881,3.5181176232577887,1.612907383417469,0.6964174961105567,Iris-setosa
+39,5.779350875285869,3.343656711578298,1.563250085146053,0.33495652052976854,Iris-setosa
+40,6.44275418980111,2.9751365735900204,3.922198709478204,1.3007343158397509,Iris-versicolor
+41,6.2396140063751915,2.9356810645393328,4.540859229037725,1.1928293983447968,Iris-versicolor
+42,5.613463564260668,2.9671305604952254,4.52991337737387,1.450948096848346,Iris-versicolor
+43,5.803705419878074,2.9501913161309843,4.801787483900642,1.7776099910330587,Iris-virginica
+44,6.831674826005177,2.447634882507861,6.377792977296612,1.6110146159320462,Iris-virginica
+45,5.1146857682638505,3.077496503434273,1.545212854092238,0.2717724373875283,Iris-setosa
+46,5.386126739988329,2.9465014070532662,4.644956566236558,1.3799058742542991,Iris-versicolor
+47,6.540888390525212,3.3003894408243952,5.5013515536927295,2.2279909726624476,Iris-virginica
+48,4.781413191672666,3.0081631513634113,1.5052701559502297,0.1738196119796993,Iris-setosa
+49,7.166292617003277,2.7327228530069365,5.352046094406521,1.7360931551542123,Iris-virginica
+50,4.4528417902576045,2.5658280256195902,1.1895412278503161,0.13372846586388612,Iris-setosa
+51,5.825391443576121,2.7394241911597503,3.7659549436458297,1.0794480313910462,Iris-versicolor
+52,4.69240046704323,3.3011963636762176,1.5431129424052759,0.012140482366237715,Iris-setosa
+53,7.227579604898912,3.153085095835014,4.611604930281738,1.5741359226339635,Iris-versicolor
+54,5.7326499542172416,2.8913820435594966,4.616407658141586,1.179951552282766,Iris-versicolor
+55,6.723611333704458,3.1644045567229604,5.7521693307963515,2.145423394116481,Iris-virginica
+56,6.480855413971026,3.01000920910864,4.6706489103151405,1.6694820618980148,Iris-versicolor
+57,7.021991081962127,2.8931505673579223,5.048056479600645,1.6328810652262291,Iris-virginica
+58,6.091080218076903,2.8627953113249887,4.129021379091941,1.1967170669050655,Iris-versicolor
+59,5.814286094178325,2.890156558558331,4.785475449682246,1.5390894382006142,Iris-versicolor
+60,6.844569255372387,3.355695959391744,6.24805272107103,2.6689914087587843,Iris-virginica
+61,5.066806486128296,2.870799057565711,1.4589849623833409,0.15539158155836635,Iris-setosa
+62,7.084441533076905,2.98486972487702,5.788345677050841,1.7963716645423817,Iris-virginica
+63,5.490706466368673,2.9832551206892837,4.287000489233465,1.6906063142213184,Iris-versicolor
+64,5.939640610480195,3.2463716224408574,4.023652883095661,1.3786589169399333,Iris-versicolor
+65,5.225639931175307,2.3428240696729024,4.151331366377795,0.9894928515084394,Iris-versicolor
+66,4.664762203717939,3.018173489924155,1.55762565018082,0.09365619654543053,Iris-setosa
+67,4.309632882369388,2.943831522875504,1.430488215737497,0.1841760618074242,Iris-setosa
+68,7.46574130184854,2.8502554925010326,6.477663977067278,2.001574339801208,Iris-virginica
+69,5.97319151869136,3.0732978745116477,4.209059437409214,1.4889234718352506,Iris-versicolor
+70,5.087805851858742,3.117238217970117,1.6485469505845685,1.1216754882088833,Iris-setosa
+71,6.545375051074881,3.0364706975458504,5.147616600662825,2.1901629865918104,Iris-virginica
+72,5.608545425867765,3.890208309216775,1.7386110658526754,0.13626458467922697,Iris-setosa
+73,6.062798434547654,2.870219817148606,4.419213482819467,1.7503719494070187,Iris-versicolor
+74,4.952986485083688,3.0563170313084416,1.608929972081454,0.2963590968712363,Iris-setosa
+75,7.112576004546558,3.225236015286285,4.751875758890877,1.6608277527766315,Iris-versicolor
+76,5.9530470862180875,3.178825308952623,4.420706842234523,1.4106769315519774,Iris-versicolor
+77,5.751482316077307,2.6733325905500647,4.13499317107392,1.1064357759190562,Iris-versicolor
+78,4.451680946128691,3.225288715688176,1.2990081829594644,0.1436184821188602,Iris-setosa
+79,5.4572559192063625,2.5249767641385783,3.9071530763799367,1.1377137410525826,Iris-versicolor
+80,7.248039061343858,2.727357925852642,5.613625234145232,1.4650104804316442,Iris-virginica
+81,6.34195834803154,3.1150478792827156,4.979829576030996,1.9686571000424928,Iris-virginica
+82,4.605267605004105,3.574896014707491,1.1758001618449367,0.2628406093129039,Iris-setosa
+83,6.6797512068723535,2.955869320571282,5.2044095937933905,1.5208398572224078,Iris-versicolor
+84,6.065137025307035,2.6770033842440273,4.4651088383624815,1.5613112021481677,Iris-versicolor
+85,4.333583076245237,2.5411009212349733,1.3863892463332579,0.12326917315528091,Iris-setosa
+86,5.24533275550493,3.1466643769117244,1.1622400964831003,1.3097221294156474,Iris-setosa
+87,6.318928120822094,2.963410427405824,5.209309656355678,1.9852982479828123,Iris-virginica
+88,6.155719644650854,2.724897383570078,4.607737527948378,1.3958236499273982,Iris-versicolor
+89,5.644955196092934,2.619732740542163,5.046225724269726,1.8786350287095004,Iris-virginica
+90,6.212140215609917,2.7985369811771865,4.214923483981964,1.3585551562121263,Iris-versicolor
+91,5.859362961546418,3.227382613210339,4.681348424148695,1.73326882150494,Iris-virginica
+92,6.646542558900291,3.112836841910861,5.676753255925772,2.2141188703396506,Iris-virginica
+93,5.675813241531311,2.8423231960188806,4.08538283542126,1.410477555988657,Iris-versicolor
+94,6.609554176923348,2.733100138098933,4.563717567334912,1.2860282287298643,Iris-versicolor
+95,4.730599340939263,2.9656845294179432,1.4748866872699573,0.25774634535495106,Iris-setosa
+96,4.415772787208288,2.7526245465581995,1.2124147035157764,0.09341381247160985,Iris-setosa
+97,6.081306161473576,3.170620168940483,4.777729547790576,1.642886866317003,Iris-versicolor
+98,5.498050373508423,2.6298494618412045,4.2245133404822575,1.1230699022314976,Iris-versicolor
+99,5.640164688481238,3.143753810734868,4.0740689870205165,1.4282764942445956,Iris-versicolor
+100,5.537567037586314,2.8107496304845636,4.581853172052284,1.3140009120182725,Iris-versicolor
+101,6.227638350737943,3.277174309809424,5.6546634067016965,2.117817409227912,Iris-virginica
+102,6.099922890876607,2.7439486932264345,5.278529050090557,2.059438146155763,Iris-virginica
+103,6.725589716769098,2.5070746129806203,5.535191262713946,1.6457435468446597,Iris-virginica
+104,6.771266054251065,2.8565021596874165,5.700625872629157,1.6005387434613123,Iris-virginica
+105,5.590192080961006,3.0303344738958446,4.312593923583804,1.5090769083478923,Iris-versicolor
+106,5.764148873302198,2.7744910389052118,5.123673979479026,1.7075672618844053,Iris-virginica
+107,6.600704830382845,2.7497282377081675,5.056773919933517,1.3855876176590773,Iris-virginica
+108,5.57241878182998,3.6643564970106226,1.5374032807020903,0.28278837206093743,Iris-setosa
+109,4.764837037174673,2.382818884000155,3.44387175907115,1.2292010677397291,Iris-versicolor
+110,6.857848277754123,2.6816613963287703,4.701614187504665,1.5352578440249771,Iris-versicolor
+111,5.188991386479691,2.5121461354723635,3.7956170849109307,1.0821149950258637,Iris-versicolor
+112,7.143397222407929,2.8905191981039247,5.452948353078744,1.9477716055735403,Iris-virginica
+113,5.1703530358089065,2.802008047450398,3.9551030273998955,1.218259085589226,Iris-versicolor
+114,6.157497310586081,2.767986144152367,4.657342186005272,1.8770586175158592,Iris-virginica
+115,6.088843092931895,2.936303688775205,5.009770557740722,1.3656873447829125,Iris-virginica
+116,5.664093038250503,2.7801685915607917,5.322048279321733,1.663902733658024,Iris-versicolor
+117,7.812128028761101,3.4472486461006233,6.973757219640243,2.1128831008895337,Iris-virginica
+118,7.098542497181487,3.2551313576812224,6.212835093017477,2.5034030390819964,Iris-virginica
+119,4.809822143713198,3.4793057532950304,1.5187387526470029,0.15925624580482,Iris-setosa

iris/tvae/1/10/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/10/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/10/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.986884628173212,2.605199739584444,5.766123052629983,2.00004703312754,Iris-virginica
+1,4.981714947190902,3.4497068756471365,1.7978852587745655,0.30731225751127866,Iris-setosa
+2,5.007401810688337,3.4442436118068245,1.5001855919753468,0.10960092577866412,Iris-setosa
+3,4.632289032999854,3.462246243345879,1.5275761329870028,0.4598240008490868,Iris-setosa
+4,6.555842627955283,2.945038870853691,5.490124031829713,2.206098160603511,Iris-virginica
+5,5.315809347820347,3.5922065110294934,1.6712741657818178,0.39705430072062586,Iris-setosa
+6,5.021340147195044,2.9491477230775263,1.2542859228090941,1.3021464460040781,Iris-setosa
+7,6.147540176259069,2.9192466903481114,5.128172277631987,1.953297703834713,Iris-virginica
+8,4.68745316395799,3.288494864511179,1.4644256143751808,0.18443762549092124,Iris-setosa
+9,4.7898606357216975,3.0045117712092138,1.4378081982273307,0.27548385415798127,Iris-setosa
+10,5.732296694118195,2.8419088693387864,4.836294257133557,1.8958258256191265,Iris-virginica
+11,7.1101022293302085,2.9211627114102328,5.8477066341874195,1.8884851286790136,Iris-virginica
+12,5.937426464208033,2.9446160642908144,4.428889607502607,1.322497206892131,Iris-versicolor
+13,6.421385645491215,2.7335031108049517,5.039901591348867,1.5902382031892035,Iris-versicolor
+14,4.785940273008284,3.1470116941013098,1.6472358248894363,0.24141908628744155,Iris-setosa
+15,6.6036895351153655,3.2877912855843543,4.338372536568681,1.4756612842034422,Iris-versicolor
+16,5.488482553296443,2.9687108120894004,4.238111415368855,1.6451883541211116,Iris-versicolor
+17,5.584040566356285,3.845593207358574,1.459047147742132,0.10145992978076013,Iris-setosa
+18,6.695081918877701,2.5767107024814035,5.276300176512124,1.7728732535254086,Iris-virginica
+19,6.149875168228971,3.2913125581716853,5.84604202269426,2.248502261394803,Iris-virginica
+20,6.202831789025951,2.624028286891518,5.1044982573142725,2.0682868357066937,Iris-virginica
+21,4.830614932072086,3.631257437884786,1.6344969044594695,0.3316790875164715,Iris-setosa
+22,4.917019688632446,3.2734455622758607,1.5500186048712914,-0.1512291705898849,Iris-setosa
+23,6.250962756225151,2.9592602319675434,4.482381944153096,1.3231944427071367,Iris-versicolor
+24,6.523418263701519,2.6568665162342215,4.921711326502795,1.5468396531107147,Iris-versicolor
+25,6.257634273143056,3.1187699891538947,5.420104239822654,1.9385354878232453,Iris-virginica
+26,6.759442492440234,2.926385271889957,5.190854599700535,1.7544321731006587,Iris-virginica
+27,5.37363291592738,2.9899126341728786,1.2608535047957803,1.3665585975029733,Iris-versicolor
+28,5.804816103398602,2.61026738497855,4.232528665103915,1.1831223049931325,Iris-versicolor
+29,5.327339280941987,3.997008709459216,1.6611451901924186,0.1262553504220507,Iris-setosa
+30,5.9599933222814006,3.0637239346327,5.316921293866129,2.236131429196263,Iris-virginica
+31,6.1649593159767795,2.6489178927582127,5.1260650395810305,1.6901498925832086,Iris-virginica
+32,6.258808501111448,2.607212206891785,3.9022009449720807,1.2016934871116034,Iris-versicolor
+33,5.044504246100543,3.158566209008011,1.2617677702022974,0.23417670012162925,Iris-setosa
+34,5.833909684198112,2.4732863489737342,4.252756390921385,1.175727391073821,Iris-versicolor
+35,6.4599082406398995,3.1650638465521848,4.605421993638069,1.419174802052825,Iris-versicolor
+36,4.779377587693252,3.235875616503275,1.3686126511359458,0.2881083984931382,Iris-setosa
+37,5.646311525348925,2.735439419783305,4.057723854283077,0.9566995102865464,Iris-versicolor
+38,5.010189258884093,2.2908435999178023,3.6934972261272874,1.2378189399443573,Iris-versicolor
+39,6.8150527376053835,2.622422812931362,3.981126352467382,1.4135113069551264,Iris-versicolor
+40,6.007214209938945,2.8643958876630666,5.100177719169481,2.110304193546501,Iris-virginica
+41,5.248908173173541,2.2982050714362945,3.659388470711671,0.9401107659921205,Iris-versicolor
+42,6.2671971970014475,3.1607612496496653,5.327787853811287,2.1246733983146804,Iris-virginica
+43,7.59202158637016,2.8007638005841384,6.643316592691268,1.8298253903818948,Iris-virginica
+44,6.886544741828309,3.142519214386464,5.595512191492704,2.0428692350808584,Iris-virginica
+45,6.428391310928517,3.3070114540119,5.54249743096601,1.6975810004604908,Iris-virginica
+46,5.7996459032386065,3.1664761127385144,4.903987300114766,1.8733089171396946,Iris-virginica
+47,6.322489556244652,3.6000035898302807,5.317054389460162,2.113915976096743,Iris-virginica
+48,4.54269057496731,3.254130033583146,1.518729529344127,0.25386113533482335,Iris-setosa
+49,6.310752729674851,2.9668046384680835,5.868953497626758,1.6776569227350646,Iris-virginica
+50,7.556142684459635,3.117648676764318,6.349456013509176,2.0747139682599838,Iris-virginica
+51,5.047624276895613,3.7875089368783743,1.6103824599127947,0.16448053965924858,Iris-setosa
+52,5.440504114423995,2.79332035121249,4.303590932818288,1.6504813883140388,Iris-versicolor
+53,6.4265836833891425,2.7006828243348657,4.408627875665358,1.268244515956032,Iris-versicolor
+54,6.861858074464672,2.9017453676376235,5.787572921739439,1.9251481304844495,Iris-virginica
+55,7.088833776832272,3.099041377208256,4.62062608899173,1.191487488339957,Iris-versicolor
+56,5.40162920243836,3.1941876143393277,0.9929367575679057,0.19595851248776466,Iris-setosa
+57,4.6253980213737975,3.1131246397877352,1.6878052867518913,0.0014695359756928816,Iris-setosa
+58,6.4115766524639985,2.7093302205189076,5.119230946977275,2.010935315324566,Iris-virginica
+59,6.421736786605632,2.957863184038249,4.416755806412833,1.3794023829944333,Iris-versicolor
+60,6.947416773772777,2.516040438348371,6.048885351080973,1.76649636518989,Iris-virginica
+61,6.269928624208312,3.1274575865693977,5.016901275260055,1.7535399571425838,Iris-virginica
+62,7.322004290860189,2.8593092106309532,6.330877159229992,1.6730181394430592,Iris-virginica
+63,6.03098274593729,2.864360848048173,4.779827781489563,1.8582383557033517,Iris-virginica
+64,4.935960233472578,2.949972113836931,1.2587213936464703,0.21888260136314522,Iris-setosa
+65,5.0718501219592635,2.3155881252364248,4.274232309870969,1.3030136045651441,Iris-versicolor
+66,5.925332214490867,2.632802827092874,4.906142306126445,2.1711508488385767,Iris-virginica
+67,6.824279312888349,2.941620826877397,4.672500168717414,1.5012242300316676,Iris-versicolor
+68,5.64094272708022,3.2470032993403386,4.714032021843772,1.2475945645047775,Iris-versicolor
+69,5.097510893669768,3.1663601969181543,1.7380898838653374,0.5286919398160492,Iris-setosa
+70,4.678390946405654,2.772101339396606,1.2841421610653494,0.11554631349395594,Iris-setosa
+71,7.443534203602776,2.972717629734075,6.157004793734339,1.882603315341422,Iris-virginica
+72,7.019235916469749,2.8526679662038275,5.808608393742177,1.8819835383994656,Iris-virginica
+73,6.894706482944487,2.6103751241830278,5.354044591387576,1.613647422565009,Iris-virginica
+74,6.793475749070338,3.3361244391461895,5.580138523946593,2.3276759906980726,Iris-virginica
+75,7.0549306593163195,2.933140529741935,5.489739512092076,1.815061708585815,Iris-virginica
+76,4.7316046013201865,2.89016236036221,1.2869049034232043,0.24225583825615185,Iris-setosa
+77,5.2596094774784135,2.965669021638026,4.120603208843539,0.8790604731529491,Iris-versicolor
+78,5.729796384249145,3.776644658517771,1.4353742701811698,0.3774930063942814,Iris-setosa
+79,5.274004629549709,2.810070265151909,4.555428326311996,1.0376699156920752,Iris-versicolor
+80,4.6322713351551155,3.298007280114114,1.4611517901272797,0.04503963144370282,Iris-setosa
+81,4.930355505172837,3.7103926075162983,1.389038362073655,0.32325037732786266,Iris-setosa
+82,5.241312789480102,2.9507246220300307,1.6702132290454488,0.359593880436142,Iris-setosa
+83,7.427578013984098,2.834060587161332,4.636346435004515,1.3582500095463963,Iris-versicolor
+84,6.577824274085775,3.254302095293934,5.746037361226264,2.027843187928857,Iris-virginica
+85,4.952567803205665,3.3271619306336175,1.423016559703845,0.296451640740499,Iris-setosa
+86,5.965187006596891,2.63214721485954,4.950431428223594,1.8667045802131756,Iris-virginica
+87,7.286270010111463,2.8286499168169263,5.973270035397887,1.9233812249265954,Iris-virginica
+88,5.451393388272769,2.8001869972312745,4.781184018692462,1.3859481365832238,Iris-versicolor
+89,5.023037562124894,3.070191076803442,1.477193178412579,0.6508511609079215,Iris-setosa
+90,4.778827575176923,3.478868324876142,1.1826369141462971,0.1965303567795238,Iris-setosa
+91,6.131468302280746,4.509833054389223,1.173425631593587,0.36519266686168417,Iris-setosa
+92,5.518264259576455,3.4587234562568834,1.3391197971742248,1.091579957066766,Iris-setosa
+93,6.401292891542066,2.856115364072782,4.841223199366553,1.6232000743001704,Iris-versicolor
+94,6.7952509108716,2.9149123971224706,5.483529860411497,1.954936012081178,Iris-virginica
+95,5.118454100466643,3.282347588962033,1.6226073990584342,0.25833523517009044,Iris-setosa
+96,5.010939115618971,2.853122253512643,4.826832588021899,2.070215402260812,Iris-virginica
+97,4.949037182490876,2.4333918979302167,3.677476823125375,1.0669637690562905,Iris-versicolor
+98,6.2636950341979905,2.9068918724245494,4.336358513584013,1.5169295793682447,Iris-versicolor
+99,6.06796408604466,2.556200699430158,5.1604630334176145,1.4560252764197685,Iris-virginica
+100,6.632769670259237,2.8249526867597807,4.987371074729909,1.6354762962971034,Iris-virginica
+101,6.559175854910841,2.387804532865889,5.279861442409927,1.4463826428123436,Iris-virginica
+102,4.79054064511904,2.911018158384971,1.3327072874675083,0.3203094408139454,Iris-setosa
+103,6.702725466133601,3.563344481378846,6.093412320286752,2.6579835909319716,Iris-virginica
+104,5.490182131081099,2.985999783304361,4.8327835268909425,1.246834170550348,Iris-versicolor
+105,6.5063546846714635,3.1415190262362174,4.691861823588626,1.4743962933206025,Iris-virginica
+106,4.998207419571814,2.758367548416835,1.252997802867494,0.11958112445064836,Iris-setosa
+107,6.449485714473987,2.9804821319547288,5.162799134218918,2.2835745004586956,Iris-virginica
+108,5.1577078134890355,3.1078341708378,4.7864891754567935,0.2908083598515224,Iris-setosa
+109,6.487669425098128,3.230347502401788,5.256036993314364,2.342423035600301,Iris-virginica
+110,6.87213169608674,3.611207828688151,5.947668073941187,2.40911090698192,Iris-virginica
+111,5.996201658963982,2.820856916333237,5.527981628897323,2.1781703802360517,Iris-virginica
+112,4.905821208746765,3.8633275315984323,1.6560125382503939,0.33814282637796755,Iris-setosa
+113,6.078180418445793,3.9996242491041363,1.3429970412114187,0.15172348278096143,Iris-setosa
+114,6.977668420564725,3.054379933025872,5.62521125377579,2.0586696952065395,Iris-virginica
+115,6.825583369592839,2.744445084575625,5.444666360153865,2.062370257813418,Iris-virginica
+116,4.652845968239045,2.9625209645537036,1.581977326371047,0.18501145057341736,Iris-setosa
+117,6.361428839594028,2.8013915504591056,4.128549330778646,1.2798255360456956,Iris-versicolor
+118,5.2134910413408795,3.293017693868814,1.300617675848466,0.06273046082079611,Iris-setosa
+119,6.65925819438266,2.7254436553089625,5.348869663527337,1.6038021477880793,Iris-virginica

iris/tvae/1/11/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/11/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/11/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.450559280817462,3.081292268928221,5.02449737474005,1.5680206108999992,Iris-virginica
+1,5.599782541462572,4.490845740050961,1.5993568408294698,0.2826983628437565,Iris-setosa
+2,6.249311623100742,2.7593750068063545,4.294264803611592,1.6925647989087778,Iris-virginica
+3,5.865638316706241,2.892920945289146,4.636749414077567,1.302253039703318,Iris-versicolor
+4,6.088377059518781,2.7492429692099876,4.7660417976481275,1.5480210486414716,Iris-versicolor
+5,5.575499112108593,2.8663194868922117,3.973622869961157,1.512946988479088,Iris-versicolor
+6,5.733242536936031,2.8821543884585523,4.985335223651138,1.703006830653905,Iris-versicolor
+7,7.206011643275575,2.8774735298385807,6.02969181422975,2.0199479838165146,Iris-virginica
+8,6.712492836832551,2.7691254400672918,4.729272570782692,1.373385482237024,Iris-versicolor
+9,5.513386921175292,3.5834786246228907,1.3934360347896748,0.15928685127438064,Iris-setosa
+10,4.60930221351981,2.6779617457164666,1.5718596530316955,0.23011889602746538,Iris-setosa
+11,5.559630334171301,2.7585232779608337,4.3397966080942245,1.3054161063846736,Iris-versicolor
+12,6.083507554819226,2.925636859170182,4.525772478775908,1.5721071747548039,Iris-versicolor
+13,6.5790245904344555,3.358986682537955,4.579453903341709,1.4269240136490478,Iris-versicolor
+14,5.206742901780238,3.3586803359466875,1.3296377631538299,0.1646322617813481,Iris-setosa
+15,5.98982281272057,3.855137390919076,1.2687898431701057,0.1763754552766882,Iris-setosa
+16,5.259056568645991,2.920769272459141,3.732561908202017,1.0622362778216732,Iris-versicolor
+17,5.455357005465563,2.7325064400798715,4.399729728428858,1.4469217100463645,Iris-versicolor
+18,5.64846055205188,2.6789987297444227,4.801749617234526,1.638054488031296,Iris-versicolor
+19,4.760954533226703,3.2506807996289337,1.3857101487817383,0.23656378963625696,Iris-setosa
+20,5.589569430803048,3.2022246129804564,4.632022987821762,1.3661943402901964,Iris-versicolor
+21,5.370468379099514,3.988728065212314,1.605387077176119,0.17011030737547578,Iris-setosa
+22,5.996838847510548,2.39549251190958,4.682202288125498,1.950330661870676,Iris-virginica
+23,5.984721899347472,2.968050469256339,4.803590436157485,1.6191202176138502,Iris-virginica
+24,6.016529318790517,2.9791856968174604,4.341511908980096,1.5065786589609982,Iris-versicolor
+25,5.447359352607017,2.825375550090274,4.586847786295193,1.5598635718218388,Iris-versicolor
+26,4.527783504249685,3.094697625187149,1.486762738902918,0.2132358459416869,Iris-setosa
+27,5.7877658898533335,3.1865631194140707,4.663879047289656,1.6331568547386555,Iris-versicolor
+28,4.505188982591041,3.0312779541929085,1.180365320710438,0.26669659601313017,Iris-setosa
+29,6.020198449771203,2.6256951256909913,4.815614221332202,1.5970698075898138,Iris-virginica
+30,6.40270919280158,2.543000390094071,5.675322709448507,1.8463594860455936,Iris-virginica
+31,4.558078028650011,3.234186727170189,1.4118747194081227,0.16925470053299277,Iris-setosa
+32,5.826953531039794,2.7212429256700736,4.340742637035358,1.8154094400551068,Iris-virginica
+33,5.753688316624068,2.5326944450521056,3.9349363417464245,1.1755609011958792,Iris-versicolor
+34,5.005622930984109,2.6161570620045467,5.224333377252326,1.7918101840809364,Iris-virginica
+35,5.7246374256031,2.8441327670036887,5.378939854320464,1.9091058611299578,Iris-virginica
+36,4.948085225586367,3.7868952122152106,1.6219880918453848,0.30904987862925387,Iris-setosa
+37,4.859483507005551,3.1168858541261786,1.472105801545403,0.32098691088926945,Iris-setosa
+38,5.502881992465221,2.48811588762975,5.277757339063346,1.6111913321005182,Iris-virginica
+39,4.735919450054308,3.6533448708885983,1.1902717064410513,0.18021217499606623,Iris-setosa
+40,6.6829078053003474,3.064987229613847,4.645145559809078,1.4528436012241663,Iris-versicolor
+41,5.751404507855471,2.44054239909238,5.025105073523838,1.768939718672359,Iris-versicolor
+42,5.7314304867180805,3.105602163670078,1.2535352331580514,1.4612368437603274,Iris-versicolor
+43,7.176013870242504,2.5671581018849605,6.247840255805491,1.8827392957329128,Iris-virginica
+44,5.679626372394449,2.5347370928370205,3.7542428449553755,1.137818676369977,Iris-versicolor
+45,4.587853660912872,3.1282204146837516,1.2643253912704384,0.14095869045887938,Iris-setosa
+46,5.271891608690275,2.9345562059571466,3.985082077056212,1.5969107647358591,Iris-versicolor
+47,6.693595252400048,3.9858876110170702,1.613325414348322,0.419240111933328,Iris-setosa
+48,5.9834869144394,2.7313582010881188,4.315041381647011,1.5633093000323834,Iris-versicolor
+49,5.419252493128042,3.6210689465976786,1.4702159801908337,0.21037669908002052,Iris-setosa
+50,6.18941083907264,2.4759333376030077,4.680184278652885,1.9218520754007684,Iris-virginica
+51,5.024987234456924,3.582242090994126,1.4271647127938432,0.2465926611891963,Iris-setosa
+52,5.426938616889244,2.8212479850953676,4.494482513674773,1.3181893902294992,Iris-versicolor
+53,7.025632353800326,3.045136708280435,5.405949349842219,1.7630911316029247,Iris-virginica
+54,6.7102601831995266,2.8578885649296737,5.55563934378976,1.6770015668104543,Iris-virginica
+55,6.6650868121385605,2.53464674861174,5.4588865946892575,1.8224354485377332,Iris-virginica
+56,6.627990708333229,3.01378161237306,5.421742772699098,2.0062722398095314,Iris-virginica
+57,5.32914482624315,2.9393692977952304,4.472290675935957,1.1044644546133293,Iris-versicolor
+58,5.566389323075806,2.345013365905433,5.740676281512304,1.5795303632858164,Iris-virginica
+59,5.6086791426108125,2.6410684970294405,3.601046743752783,0.9581941584273277,Iris-versicolor
+60,6.099406697503269,2.6321281262407235,5.246509849714126,1.8404777018034388,Iris-virginica
+61,4.5256090132402,2.9363327332667875,1.548616897113732,0.20466685909078303,Iris-setosa
+62,5.65668890381391,2.9083695696915397,5.05324406158645,1.9963382164283603,Iris-virginica
+63,4.885336352881167,2.993891760719897,1.549365775820031,0.21986300028279449,Iris-setosa
+64,6.5027313676015535,3.0871133811691025,5.616571611141959,2.14266703799827,Iris-virginica
+65,5.24338378877132,3.3099224048674807,1.3426973080621791,0.11632419434478694,Iris-setosa
+66,6.115703216746851,2.8522005449229475,4.230172707356609,1.1347807204165896,Iris-versicolor
+67,5.371639306189207,3.873750616834049,1.7926699409872167,0.28074465160221007,Iris-setosa
+68,5.792429891546392,2.653891613834542,5.287614276981025,1.8062353417983956,Iris-virginica
+69,5.4784989349411015,2.497180475310748,3.674066717201857,1.1589530594835407,Iris-versicolor
+70,6.533864643983475,2.668703688197024,5.377244181282633,1.8561011454909069,Iris-virginica
+71,5.923475185162277,2.5313203073967605,4.752361100275483,1.8529521290671778,Iris-virginica
+72,6.20714197767443,3.8372206696324365,1.534364639314344,0.2873942994115231,Iris-setosa
+73,5.7422327983072,2.9778359789285087,5.104974019077358,2.152869820522404,Iris-virginica
+74,6.5885899763221625,3.1572015978773087,5.575697115255059,2.4464313724290574,Iris-virginica
+75,6.278002637093511,2.8283445398353657,5.010000187549199,2.0063385115588575,Iris-virginica
+76,5.472981993407234,2.179607750874134,3.713044736130386,1.285400046237548,Iris-versicolor
+77,5.346956869599261,2.9132341538020694,5.033989727785621,1.6334477467305317,Iris-virginica
+78,4.660039629984027,3.0356202726905774,1.537324847362273,0.24282802892346192,Iris-setosa
+79,4.7237113174592125,2.70411422283354,1.2855447058658673,0.1436522891938123,Iris-setosa
+80,4.792441125086698,3.1656827499820768,1.4182935099953942,0.2905619033687022,Iris-setosa
+81,5.386106678056036,2.750061116204716,4.083315380613959,1.0515700757879043,Iris-versicolor
+82,4.90722906413082,3.152392056818022,1.4767480149605121,0.31002792687061886,Iris-setosa
+83,5.438834067511492,3.262372769748263,1.5230792646689948,0.2701059267444613,Iris-setosa
+84,6.183022427367362,3.1596739604810837,5.391549670296497,1.7426606679745869,Iris-virginica
+85,6.714774891350487,2.829019901054334,4.604281640279267,1.5387999466487357,Iris-versicolor
+86,4.58514632571582,2.9389772899863513,1.4522034715593892,-0.016518881121184825,Iris-setosa
+87,5.107591414865464,3.560456345614214,1.2756422729671488,0.1570491477177372,Iris-setosa
+88,4.625398494990502,3.4474262630468715,1.3216464869331184,0.19381073687750838,Iris-setosa
+89,4.651472393030169,2.854624825162171,1.5342104366325104,0.2103260940927038,Iris-setosa
+90,6.0997503702073645,3.1038474346020863,5.082243165654498,1.8472146884842962,Iris-virginica
+91,5.671878970781321,2.9395199059373462,5.16365680939994,1.8320686466548375,Iris-virginica
+92,5.364363850380719,3.0638008913317103,1.3471117571502749,1.453840024269872,Iris-setosa
+93,6.845984009759719,3.437642314731349,5.860701594172145,2.5729341354113546,Iris-virginica
+94,6.933000449147222,2.5997505139281647,5.857661184519016,1.7961198520843256,Iris-virginica
+95,5.690059435264649,2.5722663011352696,4.363049336842681,1.4671706213928444,Iris-versicolor
+96,4.760223664748947,2.822692705705525,1.5856829589826258,0.1887759671616773,Iris-setosa
+97,5.871956957615073,4.25352225143622,1.7449728181599249,0.39203687682905897,Iris-setosa
+98,6.838386175186754,2.9910028265737916,5.986469354858058,1.8790492970196446,Iris-virginica
+99,6.951368639928367,2.5687978441377886,5.467171600778683,1.9654958225556651,Iris-virginica
+100,5.77463330342444,2.8196669999435033,4.9089560389870215,1.3740594086354772,Iris-virginica
+101,5.289442817036672,3.5436339123904266,1.4897054807246395,0.04787165552700773,Iris-setosa
+102,4.761799959350008,3.198942702221899,1.4922542497106652,0.17631142587634108,Iris-setosa
+103,5.873508500960994,2.7444858303320814,4.652167451218504,1.6355783152644492,Iris-versicolor
+104,5.749876048449696,3.1577244305337206,4.840933845964588,1.5699823165580222,Iris-virginica
+105,4.533058396832771,3.0420268633789918,1.6616477216982328,0.23233292923359322,Iris-setosa
+106,4.673092853146008,3.235225020013856,1.445985760679662,0.2942911723769561,Iris-setosa
+107,5.695222608243231,2.803836106657386,5.0392059862120835,1.7235099914912788,Iris-virginica
+108,6.626862058302684,2.482377987151758,4.926478948748731,1.360573426206465,Iris-virginica
+109,4.868757433201921,2.9938984365499954,1.5226858122815017,0.15179713355418747,Iris-setosa
+110,5.522501233754261,3.5005735149956485,1.3945464961435725,0.15573620787076967,Iris-setosa
+111,7.3091727685738235,2.897932940479673,5.936545904231717,1.9059096218792622,Iris-virginica
+112,5.093273036781683,3.6210049367653747,1.8237320777858748,0.33752776840993165,Iris-setosa
+113,6.184943795192621,2.9225912701725147,4.962817269545999,1.7895914376312163,Iris-virginica
+114,6.537856758676217,3.0070270887763435,5.4125513947418815,1.7692581750092289,Iris-virginica
+115,6.952473202565528,3.208829826031034,5.538789356329681,1.8796541607235664,Iris-virginica
+116,4.88823113953187,3.2417122671580527,1.4697151763392668,0.9005264202098929,Iris-setosa
+117,5.429662128141901,4.030143421265198,1.5214004855380583,0.16983001892425736,Iris-setosa
+118,5.690186632930233,2.7804221569475263,4.624595585383522,1.714430326061177,Iris-virginica
+119,4.810084377221202,2.655452928510615,4.708781646359749,1.883439478396008,Iris-virginica

iris/tvae/1/12/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/12/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/12/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.40930997275697,3.206862362199349,5.5164336616008285,1.9514460879179083,Iris-virginica
+1,4.664849432755715,3.084427823849084,1.0976822993840314,0.16199753286163948,Iris-setosa
+2,5.0747625060472865,2.5635937755201064,3.4498329320891203,1.3107154854254708,Iris-versicolor
+3,4.740817458548259,2.949157557233564,1.5762582329391464,0.2834429882404854,Iris-setosa
+4,5.09430861755648,2.8749817572892784,4.915088603708437,1.548979382220287,Iris-virginica
+5,6.635769708645409,2.8517155278905717,5.299459048812749,1.9704091183474288,Iris-virginica
+6,6.210461142189827,2.939322402911286,4.92171123538322,1.7818555523480708,Iris-virginica
+7,4.971034294317106,3.310376040168667,1.4397665001984359,0.1456154113919213,Iris-setosa
+8,6.065750497102115,3.0560662330710624,3.9396963561462113,1.2376553876549554,Iris-versicolor
+9,6.23977621466831,2.588939597145683,4.134361271663218,1.2956730692276117,Iris-versicolor
+10,4.785185789032833,3.0214686338965495,1.5032338592878278,0.2727504482153898,Iris-setosa
+11,6.142195092106701,2.6815460659391186,5.118981510982052,1.6222451762702237,Iris-versicolor
+12,6.860610688575439,2.8151326251680477,5.0164531188418895,1.6033028740723956,Iris-virginica
+13,7.731475268857089,2.702686502318154,6.352500703629192,1.8464874764855796,Iris-virginica
+14,4.9273570800474795,2.9515431737741795,1.370002140955803,0.2229940533980025,Iris-setosa
+15,4.539407147043068,2.7893811679557223,1.3718043961877513,0.2026821221130638,Iris-setosa
+16,4.842553472746938,1.9727000828958776,2.9681528750085064,0.5228689639036395,Iris-versicolor
+17,5.515235955486627,2.664881739997562,4.68980981088115,1.4056470012029636,Iris-versicolor
+18,7.0193218333903715,2.802101611120328,5.449723536454333,1.8924017703692468,Iris-virginica
+19,4.791148065829295,2.7958458555190315,1.4721015760063738,0.15186607276315028,Iris-setosa
+20,5.021385812860877,3.632359667700635,1.645291019464075,0.2595530007815872,Iris-setosa
+21,5.358468179079631,3.7544989891854685,1.7692473875183867,0.20941807768973228,Iris-setosa
+22,5.125906415765554,2.8853885621683197,1.5250966096621312,0.2555302370512734,Iris-setosa
+23,6.461165370154544,2.8835594430045153,4.067283264067466,1.2359629439734157,Iris-versicolor
+24,6.043433745693588,2.46136751389351,4.744883078515248,1.496239693812322,Iris-versicolor
+25,5.838528435174341,2.8930299127206003,4.366177516465136,1.4990026452732967,Iris-versicolor
+26,6.416470765912961,2.8128142913255183,5.201530859615866,1.5269840297874713,Iris-virginica
+27,6.463544644009112,2.9963608678519327,5.643381919868084,2.2944221120650328,Iris-virginica
+28,7.252848401830774,2.8845753647923713,5.66269019839406,1.964185086506623,Iris-virginica
+29,5.93972011903506,2.9220349302218565,5.3430915147218405,1.5404581171015894,Iris-virginica
+30,5.390512850590901,3.5380099325566112,1.4219664131517316,0.22721331784644033,Iris-setosa
+31,6.6717955930481025,2.681604057882483,4.86922731531075,1.934228287548005,Iris-virginica
+32,5.445490369135984,2.8831364739779093,4.95933698862419,1.6312284850091197,Iris-versicolor
+33,4.82494891234107,2.9859423263619598,1.6056017800201055,0.2496077119739663,Iris-setosa
+34,6.592247309155357,2.720632780535944,4.581247708612157,1.8315296188716184,Iris-virginica
+35,6.617244185183018,3.3464789783861786,5.217052350343688,1.519808099513086,Iris-versicolor
+36,6.732821438770581,2.8303990159309627,5.019569301426333,1.4889722861035453,Iris-versicolor
+37,4.807439946838586,3.103991024260877,1.502601237433397,0.09409191300534958,Iris-setosa
+38,4.851742339834372,3.0691376913135913,5.357886599609777,2.1487607218647202,Iris-virginica
+39,6.324170875407796,2.8516066041604926,5.257579288151498,1.6635153294119922,Iris-virginica
+40,6.197034579707242,2.97339096392637,4.898041733016951,1.7677704184094538,Iris-virginica
+41,6.201915781974514,2.7126635282093656,4.840115908591015,1.716904074212861,Iris-versicolor
+42,6.772648159015263,2.789617210722186,5.6126622226998935,2.126483302216788,Iris-virginica
+43,5.163929226398505,3.365564672980979,1.6271229526349185,0.26507620238417456,Iris-setosa
+44,6.070548901622562,3.8946930269620865,0.9938484159794305,0.20025550622096006,Iris-setosa
+45,4.974263275263155,3.873969893157768,1.3683665562747178,0.28639600669580517,Iris-setosa
+46,5.194916681264555,3.4940593179324697,1.9268254633392696,0.12125525817441418,Iris-setosa
+47,4.987783271920122,3.0589569111061374,1.6021866111321934,0.35668918633034735,Iris-setosa
+48,5.132189589731852,2.586963590653401,4.052595822065813,1.310430173652455,Iris-versicolor
+49,7.522976379315397,2.6277902895976153,6.303895967290317,1.9980563411371528,Iris-virginica
+50,7.06529316329821,2.667938693021275,5.651320482829088,1.8374002141488512,Iris-virginica
+51,4.654516476709705,3.1489856290487857,1.4942841828069515,0.12673375500764017,Iris-setosa
+52,4.976327434960362,3.102579390007677,1.5015607303961658,0.2456082838063525,Iris-setosa
+53,4.736929895925633,3.1810182624683963,1.4635525926543096,0.20166826690877332,Iris-setosa
+54,5.96042310631206,3.1798242151832374,4.449203979046427,1.4024408738963163,Iris-versicolor
+55,7.37922050924389,2.666070273268682,5.973152001504864,2.0064477335385567,Iris-virginica
+56,5.996920835644958,3.07687119386504,4.426793872266197,1.3394638379465142,Iris-versicolor
+57,6.9216352784890685,3.485178460077399,5.6319695737805375,2.7077818183622893,Iris-virginica
+58,5.254129611930698,3.2284279590369294,1.8373271725361628,0.4554142967619119,Iris-setosa
+59,6.567877104068108,3.619027641338083,6.015993419410704,2.562422273061091,Iris-virginica
+60,6.517883815857321,2.9654097695976516,4.646151389251804,1.4182577184540817,Iris-versicolor
+61,6.389857485213918,2.936836323981062,4.889738450351639,1.428385337106852,Iris-versicolor
+62,5.021809900991541,3.5791189316515224,1.6081054679700255,0.2141129611232988,Iris-setosa
+63,5.212241506926897,2.950289901274253,1.4115008040904273,1.159041353950113,Iris-setosa
+64,5.4776773454293535,2.839112711536126,4.185545750584882,0.9491778798646114,Iris-versicolor
+65,5.282527656691273,3.428351909394185,1.6218679568631682,0.2575715838404592,Iris-setosa
+66,6.350082702527585,3.1777256541769563,5.422002967382992,2.3523161645143293,Iris-virginica
+67,5.969238320186552,2.845982188698023,5.1152119553807,2.169837725145099,Iris-virginica
+68,5.57172648395547,3.112160218584432,1.3461598853602055,1.497007855320194,Iris-setosa
+69,5.3822669278909085,3.388066220925585,1.6951436878231014,0.25675884762192513,Iris-setosa
+70,5.661182356783855,2.7926697548662514,5.441244455706964,1.7637665732857264,Iris-virginica
+71,4.846280161480857,3.2269975145765915,1.5487471382837763,0.1751214305769575,Iris-setosa
+72,6.6457817195304525,3.6270223366644254,5.884053957334608,2.067316015093261,Iris-virginica
+73,5.990034282407817,2.8298990326361073,5.123183358648609,1.6776562815884462,Iris-versicolor
+74,4.5554522193429925,2.827149549967071,1.4717096443129432,0.14767074097314026,Iris-setosa
+75,4.505391528096493,2.9565454885809244,1.1534950810623965,0.17053176398827552,Iris-setosa
+76,5.370780653804128,3.7123853445598547,1.7854593242758734,0.31425807506882136,Iris-setosa
+77,5.749400158020523,3.191617434357987,4.5690916071118535,1.380539606002847,Iris-versicolor
+78,6.29582687209162,2.844560835271297,5.191540020231719,1.9287454881949537,Iris-virginica
+79,5.4783382771728935,3.509027503018378,1.3211693948746301,0.24411684638185915,Iris-setosa
+80,5.549197592526669,3.1971443843914678,1.4910416691296404,1.1398770677956969,Iris-versicolor
+81,7.283792334083778,2.8660344748885733,6.434931022268664,2.096271220863122,Iris-virginica
+82,4.75393986228903,3.1665966782964325,1.5155126333156277,0.1860711635414388,Iris-setosa
+83,5.967165101740549,2.9055078815139788,4.399305050279319,1.2218073271961782,Iris-versicolor
+84,7.165607086922645,2.551122423381008,5.7816017215932005,1.666750626793553,Iris-virginica
+85,6.043735647730699,3.438930148815582,5.066439129297689,1.790296163490486,Iris-virginica
+86,4.656869601019149,3.236276588908482,1.4954020142362108,0.23909731486296848,Iris-setosa
+87,7.194414593340769,2.4181287359874983,5.620442756735722,1.7643855100856713,Iris-virginica
+88,5.757075003082494,2.5098344031298754,3.9059983663611195,1.225106257745153,Iris-versicolor
+89,5.0785669756718255,3.1899886159256363,1.4654650571710166,0.16038992524650159,Iris-setosa
+90,5.542019149196083,2.9159352324303365,4.429650115763981,1.476373468603441,Iris-versicolor
+91,5.00206191215347,2.7577704196239057,1.4777262321117037,0.34053140095901807,Iris-setosa
+92,5.111015621736692,2.801255741146583,1.4679479172698706,0.22026263554859665,Iris-setosa
+93,5.145334436656072,3.4624916807835633,1.424849720833401,0.10760970551550184,Iris-setosa
+94,6.3510898473761115,2.855503349945873,5.327307704042195,2.0123238273974144,Iris-virginica
+95,5.75854789965894,3.029403201128563,4.383879221086802,1.5719181423944821,Iris-versicolor
+96,4.937539449299633,2.175935373765695,3.209320612250841,0.916624606340196,Iris-versicolor
+97,5.127514814124808,3.7892256359609258,1.6707516476505597,0.19512704833487238,Iris-setosa
+98,5.577776190042827,2.0343927792220224,3.8134246959663534,0.7833075237775449,Iris-versicolor
+99,5.238747652583722,3.6417071271192496,1.7671472235650698,0.4976629315482389,Iris-setosa
+100,4.89895858414485,3.2617546050482478,1.6065836803642093,0.22324346911792958,Iris-setosa
+101,5.690137717123425,3.799516981323249,1.3833044880301113,0.3285565104794651,Iris-setosa
+102,6.174300352091261,3.118400102022054,5.397302949611963,2.197552672896923,Iris-virginica
+103,4.880828240363055,2.965865769097444,1.5676393956938326,0.23143134193465287,Iris-setosa
+104,5.079681222474903,3.041665982825634,1.290502665588083,0.2993692827766799,Iris-setosa
+105,6.704245231669026,2.780949827338873,5.652849291543815,1.6214084739529935,Iris-virginica
+106,4.445758009588261,3.1976740920639672,1.519062426069316,0.24623227171285267,Iris-setosa
+107,4.628879719070557,2.714098181531589,1.5078201346272353,0.18442314068422322,Iris-setosa
+108,6.435956267172451,2.903282433404557,5.381331419176632,1.9649465085765865,Iris-virginica
+109,6.174148350002633,2.9536089345648073,4.8138856357768,1.465203048596013,Iris-versicolor
+110,5.7798181559868445,2.4263029149300657,3.3779814437808615,0.9729239057619582,Iris-versicolor
+111,5.920553544644985,2.8690555224379564,5.017401255831424,1.7771792488558253,Iris-virginica
+112,4.964373775313477,2.3849025087666815,3.2680095031389813,1.1490752733251486,Iris-versicolor
+113,4.780474031846999,2.7289296178147535,1.455719889961752,0.12145708795815449,Iris-setosa
+114,7.475760470295321,3.041104104761972,6.142466374837964,2.2397101937580404,Iris-virginica
+115,5.924035984040821,2.2281041593000728,4.064322747566526,1.2428426109339898,Iris-versicolor
+116,5.631086306429031,3.0429804942166454,4.498359263389435,1.450088801787439,Iris-versicolor
+117,5.093974117640169,3.5650364771405734,1.6090428604590556,0.20527365259872943,Iris-setosa
+118,7.2549469909258635,3.1656780419107244,6.113952611110831,2.2777314640668,Iris-virginica
+119,6.235444591428019,3.0322350974724706,4.8371263646875935,2.2807874896954097,Iris-virginica

iris/tvae/1/13/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/13/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/13/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.744736207471401,2.8216812684552717,4.9630443191469,1.7126133622231239,Iris-versicolor
+1,4.499807308461589,2.6394375920752524,1.0332414178308165,0.13240392249485758,Iris-setosa
+2,5.692828403949276,2.707126665255688,4.126152213790603,1.2364766641897853,Iris-versicolor
+3,4.499433339608614,3.062699984648482,1.1443480210283943,0.13321760537607508,Iris-setosa
+4,5.271219603144464,2.356077590038098,5.466239758827317,1.5589961007381177,Iris-virginica
+5,5.490712048043596,3.5505497679682905,1.90249528944438,0.3037135937723158,Iris-setosa
+6,5.929038739473756,2.8917263171708285,5.357564250527854,1.6343579591422803,Iris-virginica
+7,5.938236097302246,2.925409164100603,4.785173440901205,1.7861130965871874,Iris-virginica
+8,5.689545786016044,2.5443767799213317,3.3287242488918363,1.0590691491279944,Iris-versicolor
+9,6.419622724719473,3.2313679773247928,4.206826126503134,1.44875457521873,Iris-versicolor
+10,4.406927508755434,2.7672251405600643,1.3184147520664578,0.1590299299117429,Iris-setosa
+11,6.037941767191127,2.85957442714581,4.622483990600191,1.3743703721090077,Iris-versicolor
+12,5.0392085621134735,3.1686571046233794,1.5511555671653185,0.2568671368550454,Iris-setosa
+13,5.121055576051002,2.5785826235272356,3.9638358013212898,1.0996446876465935,Iris-versicolor
+14,5.312646461390163,3.7120194979307906,1.5911030181825037,0.10627384865645254,Iris-setosa
+15,5.508288965898994,2.8802998703554747,1.0862892655918501,1.4181729003400934,Iris-setosa
+16,5.763100387119074,4.636164183739807,1.457702401135211,0.15501681929509528,Iris-setosa
+17,5.709553212504657,2.734766073845605,4.021161951189241,1.1964862428652419,Iris-versicolor
+18,6.821686325598023,2.7798415410969475,5.434870995812389,1.9601845495796184,Iris-virginica
+19,6.571474477370596,3.307459338883558,4.40272247539608,1.4521336915000023,Iris-versicolor
+20,4.5598819431051,2.9940190034469847,1.2854166112734915,0.14796902829796105,Iris-setosa
+21,4.631706989445665,3.3582065422592526,1.3229843203496245,0.06069039606084317,Iris-setosa
+22,6.10495295169093,2.5921043846493097,4.977878554345117,1.660595351591107,Iris-virginica
+23,5.145821291778667,3.170901169769901,1.7367335456780422,0.13709363979239064,Iris-setosa
+24,6.550206892953297,2.446057801038523,5.166758665328519,1.869705352483313,Iris-virginica
+25,5.3715411976500045,2.6745018572493597,4.576387430417865,1.5288567969503966,Iris-versicolor
+26,6.600517395591627,2.5134773141436435,4.825278619985254,2.04623690987203,Iris-virginica
+27,6.514458831921199,3.3056313790499017,4.8098713001625635,1.4112689687113973,Iris-versicolor
+28,6.257593973044767,2.8595568482633973,4.881497758956931,1.6942104577109245,Iris-versicolor
+29,6.2221727240552855,2.7329079468652697,3.591273955447331,1.1491054436150419,Iris-versicolor
+30,6.549063774490176,2.852064480835183,6.049935141331813,1.6589597524622772,Iris-virginica
+31,6.175581848630829,2.9039560228038175,4.720481546996057,1.6711360207589392,Iris-versicolor
+32,5.70558477021383,2.23484965195477,4.066181408041178,1.0449515146138761,Iris-versicolor
+33,4.6203221341954075,2.6633342798535065,1.406546293991637,0.15382230407113573,Iris-setosa
+34,5.394836903253011,3.2332532552752244,1.5614038872556277,1.6403289521850213,Iris-setosa
+35,6.655872273625577,2.912789090367467,4.2284524857286065,1.4085731833811264,Iris-versicolor
+36,4.949730390962561,3.500012245897021,1.442755130100915,0.30211377886721275,Iris-setosa
+37,5.217935665463279,3.0955288576433717,1.4758172279420743,1.6263522975589102,Iris-setosa
+38,4.762012059809802,3.2237306694029044,1.317510124497121,0.1893680333976402,Iris-setosa
+39,5.050453190253167,3.427911779727027,1.448371737987887,0.1757265182292853,Iris-setosa
+40,5.241658205900272,2.1093805438884603,3.8123648447313636,1.0733567385298621,Iris-versicolor
+41,5.914472381325067,2.6758917964787976,4.386046082271719,1.7946490205677579,Iris-virginica
+42,5.9744215972299095,2.691983174451641,4.11568521364673,1.5242753702706149,Iris-virginica
+43,5.246276265158222,3.718362913394202,1.1227772375622291,0.21459491560148325,Iris-setosa
+44,5.279159449500649,3.023354661038315,1.6693186689550228,0.40352386934368156,Iris-setosa
+45,6.768756186281018,2.926637732252895,5.784020503906643,2.442081418707658,Iris-virginica
+46,6.19134423260119,2.8593501697162056,4.555353450299094,1.8287372745889272,Iris-versicolor
+47,7.437642955106491,2.9716923013297643,6.111010385517542,1.856320350672234,Iris-virginica
+48,6.065585069416517,2.700345066224403,4.9893544829163,1.4614408756973787,Iris-versicolor
+49,5.167371018160454,3.7787039880202946,1.5605473644068903,0.34195358543628046,Iris-setosa
+50,5.716145931213564,2.9239036640432396,5.1711456412021235,2.1458568484833007,Iris-virginica
+51,4.988831272180224,2.704096768946248,4.651767444542235,1.2058452605585024,Iris-versicolor
+52,7.06005937283787,3.3552987040320414,6.196367707575698,2.1411185683278426,Iris-virginica
+53,6.816052553060811,3.2159062672481165,4.500267917459695,1.4701472309156318,Iris-versicolor
+54,5.483212516598078,2.600272094442431,4.857855111279777,1.4117924249805318,Iris-versicolor
+55,4.570337799648888,3.31766566291419,1.2715298245907445,0.18232883632460384,Iris-setosa
+56,5.188629091487507,2.8533354158085236,4.954080190757208,0.4223464959273757,Iris-setosa
+57,6.107355796726984,2.9985617784862124,4.939107969485835,1.6555813898873217,Iris-virginica
+58,7.620874744861224,2.8300856056082733,7.0393928845075155,2.0569090002235266,Iris-virginica
+59,4.8300549429675526,2.985300621928464,1.3835109512474335,0.2477316950842642,Iris-setosa
+60,4.470875100686735,2.978919289443878,1.460135513692762,0.18019176547956153,Iris-setosa
+61,4.424769489101632,2.8685217753758776,1.228970481033058,0.20221458666943698,Iris-setosa
+62,5.874312005399981,2.7262175967155318,4.127753152182348,1.2470411181872452,Iris-versicolor
+63,5.3111607295621415,2.8008096821304234,4.492849365793025,1.255929783242088,Iris-versicolor
+64,5.021860477317679,3.361928205871822,1.4403169048262299,0.038832945973896554,Iris-setosa
+65,5.392687316031922,2.1206381440740074,4.302670192268623,1.1842572970579162,Iris-versicolor
+66,6.189358384141278,2.7514726077588616,4.592852192673569,2.1284274153634497,Iris-versicolor
+67,4.894464963563701,3.4267675029930915,1.5837818286501024,0.3045636702131166,Iris-setosa
+68,6.29569676875745,2.547281689598087,3.9762093925587307,1.2023211195407493,Iris-versicolor
+69,4.855256719134526,3.380457042821287,5.053594423122208,0.4363658729125631,Iris-virginica
+70,5.187784819472445,2.5458763258256885,4.508929858050832,1.1150198067699328,Iris-versicolor
+71,6.1532664504327625,2.203057908119327,3.7060130711104753,1.0877578755587989,Iris-versicolor
+72,5.9097589216668025,2.8336054886986815,4.755137151170313,1.256510352068473,Iris-versicolor
+73,6.136555274949089,2.652191472178093,4.696741224225823,1.4705616145583036,Iris-versicolor
+74,6.012056303151567,2.715780914526139,4.625614507790444,1.2989283963329796,Iris-versicolor
+75,6.237581447225907,2.898050134168123,5.357128160532686,1.765102435713543,Iris-virginica
+76,6.046095404255583,2.939002120047791,5.235374110156775,1.9485790665487013,Iris-virginica
+77,4.808829452261409,3.4625195413588363,1.2986111944091778,-0.030531260920911296,Iris-setosa
+78,6.147608420088383,2.8249523239078,5.225144970506786,1.8112818455348703,Iris-virginica
+79,6.540402566033714,3.185653119490929,5.810786725987767,2.2819314841318334,Iris-virginica
+80,5.457945436289916,3.345456770886096,4.553728581082513,1.3143112696550667,Iris-versicolor
+81,5.321345749058641,2.892623223580987,1.2245125597821511,1.3089688872327734,Iris-setosa
+82,6.639751474625164,3.8593272967798313,5.668088205819454,2.4185236963241,Iris-virginica
+83,4.738547815227477,2.7746269202380605,1.3876811752989935,0.23174352553146307,Iris-setosa
+84,5.523577091427857,3.0141148373535573,4.882393829025822,1.8239141833767158,Iris-versicolor
+85,4.35670693060836,3.0953472712391883,1.4854529816242044,0.26390327518706885,Iris-setosa
+86,5.019834169891151,3.1853025405260422,1.3059933396231758,0.17228179708667046,Iris-setosa
+87,6.506118188229483,3.3058746457088217,5.2778934731087,2.133333399464687,Iris-virginica
+88,5.173920726894136,3.5440869710351053,1.6880759802010683,0.4091710237069341,Iris-setosa
+89,4.9071146661225855,3.056420595909258,1.2780661666460258,0.024480079443416985,Iris-setosa
+90,6.014874689947962,2.8403378050987054,4.649673969465248,1.618209474595115,Iris-virginica
+91,6.04009513972228,4.28535706787979,1.480053190911606,0.30543745174882125,Iris-setosa
+92,5.414777933837238,3.033447245558903,1.4199923454638264,0.03942335512207765,Iris-setosa
+93,7.761541492285952,3.130476242365315,6.4981044851623935,2.0510350554590033,Iris-virginica
+94,4.751335728962318,2.2974837329358793,1.2169655915984923,0.18597524853392525,Iris-setosa
+95,6.22337929581575,2.807826564996397,5.311932947507852,1.8581827598365774,Iris-virginica
+96,5.152845498388246,3.33315203468501,1.6652444218462057,0.38594014396429843,Iris-setosa
+97,6.773554423354452,2.616331412137061,5.392905361854475,1.7754012185791588,Iris-virginica
+98,5.610138517591389,1.9823422159339594,5.614638475755413,1.9051229779033727,Iris-virginica
+99,6.195959798304535,2.4893595028594757,5.321678610111151,1.6844047841394416,Iris-virginica
+100,5.940468157762653,2.8322650555980853,4.807309586844657,1.6806628178485523,Iris-versicolor
+101,4.920342904825271,2.618290489410306,4.822070755617776,0.3477285878667794,Iris-virginica
+102,6.887858167866929,3.1561399545042725,5.974851376086276,2.5864794026544433,Iris-virginica
+103,7.395914938976122,3.003851228327954,6.079024028648389,2.2082838664231135,Iris-virginica
+104,5.210654054848566,2.950622830066962,1.7519692729645155,0.3991298368819609,Iris-setosa
+105,5.638748350398786,2.6186086274335434,5.038977497033889,1.2274091082032619,Iris-virginica
+106,6.422820057334772,3.024701146850211,4.881020407566149,1.4791536231201508,Iris-virginica
+107,7.473618166828836,2.880203051912996,6.670352377865132,2.055947160141371,Iris-virginica
+108,5.7419972143510325,3.492121473025908,1.546931772521412,0.30173287978718877,Iris-setosa
+109,6.074622886345594,2.936482486334558,4.4219800589466285,1.4083466990717188,Iris-versicolor
+110,7.554239001817039,2.7090614870431104,6.368700800381564,2.0397983335934495,Iris-virginica
+111,4.613798682088356,3.0785201506425866,1.5381223806641855,0.1460442048313118,Iris-setosa
+112,5.01359366635022,3.249156115316478,1.4875100975344944,0.3861561060916743,Iris-setosa
+113,6.005403941795431,2.3989403725090117,3.7919013213226123,1.3333209742584828,Iris-versicolor
+114,5.172195518434224,3.9960600801743382,1.6056305817249132,0.3622385362573378,Iris-setosa
+115,4.6267968664392605,2.773948177616453,1.4664828025038745,0.14143532228280042,Iris-setosa
+116,5.08784351110393,2.412664499301639,3.7234022587088482,1.1033419565982046,Iris-versicolor
+117,5.109020216456712,3.6401046094683616,1.6473482806727433,0.12863630783665816,Iris-setosa
+118,6.9683377441786645,3.138622838660178,4.527974315967305,1.4708864942293651,Iris-versicolor
+119,6.7680153173783015,3.257852887972608,5.645373801477058,2.5254065942887705,Iris-virginica

iris/tvae/1/14/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/14/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/14/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.045732502619168,3.0976059770016793,1.6224022384558883,0.19210869299360736,Iris-setosa
+1,5.60633800858494,2.866352418206581,4.2711344173151256,1.4456800263222238,Iris-versicolor
+2,6.6547877803317474,2.88680785077785,4.479098598010321,1.5217313571581021,Iris-versicolor
+3,5.313861343862838,3.596695943519198,1.8546691561744861,0.4536992201408663,Iris-setosa
+4,5.1773565791395075,2.9817341643618227,1.3221834726707469,0.018343980749501082,Iris-setosa
+5,6.604724097403191,2.8897263735113565,6.006444210676324,1.859693770957354,Iris-virginica
+6,6.496959231824972,2.759723364356847,5.508679041815346,1.4739138910186216,Iris-virginica
+7,6.098004137925615,2.9484188271455305,4.571668726345608,1.1922172140663696,Iris-versicolor
+8,5.57652249370053,2.5844099819685837,5.498385228849022,1.6650842646564405,Iris-virginica
+9,5.122739365829976,3.395954563797785,1.3006137675417355,0.9019326218064183,Iris-setosa
+10,5.11200422094067,3.4747114936980807,1.3447041871040342,0.32324497786931783,Iris-setosa
+11,4.810332635066004,2.645896956369309,1.404477588757598,0.18766287280805719,Iris-setosa
+12,4.789780230979657,3.07621187942492,1.2772955908695276,0.2644570967449782,Iris-setosa
+13,5.307101451436612,3.530557003749513,1.4987505987441634,0.19593608931583428,Iris-setosa
+14,5.072898143803998,3.0697440595861525,1.4161099722544592,0.7530040678670465,Iris-versicolor
+15,6.105586733067977,3.1024520931825745,5.024468878662739,2.069107927065239,Iris-virginica
+16,6.156804524081205,2.8889908610966906,4.328646122319028,1.6297293814061324,Iris-versicolor
+17,5.716642820478128,2.706658883365251,4.260593726695599,1.4685629485209177,Iris-versicolor
+18,6.8922300617109995,2.927721453948033,5.843153406550842,1.7508116973596057,Iris-virginica
+19,5.9535313152572895,2.8413932238415716,4.129386359627,1.0812858565583165,Iris-versicolor
+20,5.869674206907565,2.586051227401845,3.924837338111112,1.2724256448631088,Iris-versicolor
+21,4.88733473447759,2.3974579726179703,3.31253202880571,1.1573302371105103,Iris-versicolor
+22,5.669137095622547,2.613679112908973,3.8919308630478415,1.0591404031146987,Iris-versicolor
+23,6.409972929106626,2.7651845495911904,4.424711390070985,1.7560568651648663,Iris-versicolor
+24,4.813786892077806,3.071725285783466,1.660470083857002,0.07623980785291504,Iris-setosa
+25,6.433870180483046,2.9938974742960514,5.8972053401865825,2.352569658882774,Iris-virginica
+26,5.102953325315233,2.4241035924041454,4.137505948658713,1.1825620469780287,Iris-versicolor
+27,7.749641795222772,2.810689677291281,6.610884585896875,1.8010928271862672,Iris-virginica
+28,4.629805505404799,2.738846557760829,1.393746238725565,0.1361318134888931,Iris-setosa
+29,7.879153958102144,3.011129319436088,6.330703644462237,1.735227024715056,Iris-virginica
+30,5.11208096136422,3.7626325841272212,1.2356993969836967,0.1474485210331153,Iris-setosa
+31,4.330434960498546,2.862001115035573,1.697349364148741,0.07869598629129126,Iris-setosa
+32,6.014789362734595,3.4779670972770598,5.34136266309099,1.9823316980445795,Iris-virginica
+33,4.843066814461852,3.4245416089777434,1.4877934624451417,0.22248346590199863,Iris-setosa
+34,4.826186720043758,3.0478007640905878,1.5661735977443871,0.14084866813809993,Iris-setosa
+35,7.232013778732309,3.4801983250727275,5.951666737726097,2.3267703690946644,Iris-virginica
+36,4.94598544435495,3.7420958154706048,1.5887590138508612,0.23621086245932948,Iris-setosa
+37,4.677722521300907,2.7579149292348024,1.1639934387968065,0.14491909342613263,Iris-setosa
+38,4.530896469980341,3.1351359845845153,1.6042778754010756,0.18662983294839564,Iris-setosa
+39,5.692295862026346,3.7864067527406955,1.568213629992832,0.17508165623273375,Iris-setosa
+40,5.046395050137456,3.33754752851059,1.5442481366239338,0.4176321039070263,Iris-setosa
+41,5.267060064152326,3.7345550013892312,1.7114243627625183,0.23517409864613537,Iris-setosa
+42,6.360087601747628,2.6452914728707237,4.470341455417799,1.6969413335097963,Iris-versicolor
+43,6.622006491277835,2.0353930411865075,5.834805714308043,1.6148825620412632,Iris-virginica
+44,5.220835623108143,2.818168660030608,1.212878949604249,1.4523075452272682,Iris-setosa
+45,5.284501286685263,2.9406033275655417,1.0947912742774548,0.13069304292010825,Iris-setosa
+46,6.9240108348641485,3.1420005341340653,6.21797505784888,2.4197987281648956,Iris-virginica
+47,4.986276416791276,3.492898565908532,1.6524927506974219,0.3006150959470362,Iris-setosa
+48,5.2011024617029555,3.623139328096402,1.6017154391473092,0.24774358208969452,Iris-setosa
+49,5.871077733284033,3.162169545628192,4.557512059492068,1.7696181307043342,Iris-versicolor
+50,6.046281871653251,3.6309004698288865,1.1527238708039946,0.171861488688692,Iris-setosa
+51,5.444774199085945,2.78297500897164,3.9866055392273,1.1820063784265815,Iris-versicolor
+52,6.2342660132853025,2.857377377706634,4.827536750256036,1.82759319070433,Iris-versicolor
+53,4.885371058247258,3.0446627003829456,1.2321913544928464,0.12306565996042412,Iris-setosa
+54,5.712279558236126,2.868235209158143,4.88997478899092,1.499748127664534,Iris-versicolor
+55,6.257460702229498,2.9590347864394544,4.501971373006164,1.2577531627377514,Iris-versicolor
+56,5.0635381219073405,2.9608615679090837,1.6516190526709975,0.23820257050653995,Iris-setosa
+57,5.481000116173883,4.075069832581544,1.80414256151417,0.4170207437926011,Iris-setosa
+58,6.786789166774701,2.9761430032285916,5.1519676511755375,1.8615513723396933,Iris-virginica
+59,5.227685930481091,2.969675908028424,1.6319263147869827,0.1901832410888626,Iris-setosa
+60,4.976508256744434,2.515028801335017,1.6063342975357875,0.3636556953948627,Iris-setosa
+61,5.945499544901817,2.7361047583539397,4.119096984259454,1.2492431645684012,Iris-versicolor
+62,5.969383341829917,2.9882891163435628,4.323732802975199,1.1947733013809723,Iris-versicolor
+63,5.184143070045439,3.152777716290486,4.4851789337830805,0.9825133461351712,Iris-versicolor
+64,5.728448274536676,2.769130775697696,4.408321631476349,1.7024395586645942,Iris-versicolor
+65,5.411213659757419,2.5673624653025953,5.33549724400385,1.599393704482548,Iris-virginica
+66,6.408173607195675,3.0963296502039737,4.061744105812076,1.2977247445159763,Iris-versicolor
+67,5.950139119513776,2.7873347253113145,4.0214572625267975,1.656905875062269,Iris-versicolor
+68,5.967347386189166,2.886798909967606,4.141717052811204,0.9508187599662684,Iris-versicolor
+69,6.911536725676819,2.930741533937751,5.114360183502395,1.8178482425202867,Iris-versicolor
+70,4.934724766231373,3.540112609734749,1.2492714155305176,0.18855611099956054,Iris-setosa
+71,4.786194138555086,3.2940273762606886,1.5117096399807508,0.30426808888226214,Iris-setosa
+72,5.8936830285268265,3.985030853765185,1.53720988197251,0.23076776211079264,Iris-setosa
+73,4.771560602202012,3.1666169898518954,1.099431084773775,0.14717490103975872,Iris-setosa
+74,5.4001400763225105,3.194357741906057,1.3235603832991394,0.20850023922056116,Iris-setosa
+75,5.079072956689382,3.626392425637295,1.5559033496233023,0.42246478732573634,Iris-setosa
+76,6.100848683887797,2.672486196816426,4.541200531889367,1.489848081965623,Iris-versicolor
+77,5.798228029407761,3.063948673333638,4.041573153062924,1.17733052282187,Iris-versicolor
+78,6.3813687312467104,2.80307598469556,4.902359279347026,1.9699971197737698,Iris-virginica
+79,6.2628883217162885,3.199516180240785,5.211404356589034,2.0235109835942584,Iris-virginica
+80,4.91529382736602,2.950833606923152,1.4325382300121474,0.24602150224707559,Iris-setosa
+81,6.24584854867174,2.743652096555862,5.325548298859148,1.9156740636809402,Iris-virginica
+82,5.041933441933391,3.179952942867192,1.5632920446638465,0.8991335897877417,Iris-setosa
+83,5.99265729316272,2.6682273240730496,5.186603526077422,1.8183664143247327,Iris-virginica
+84,5.984477906303717,3.0331914064004284,4.629272275095622,1.4694276602890606,Iris-versicolor
+85,5.030472997925953,3.1786916606632625,1.051328104954416,0.06842838935699716,Iris-setosa
+86,5.253981001477764,3.6176021063701964,1.255534800119313,0.12548254255776428,Iris-setosa
+87,6.283089554243439,2.91786567786886,4.926192554290249,1.5335766755929678,Iris-versicolor
+88,5.150570034110436,3.1407924404135454,5.132844986748337,1.7525511272926795,Iris-virginica
+89,5.253154306613681,2.608516214968719,4.225631365934824,1.4806987879197595,Iris-versicolor
+90,6.486892889305277,3.172275440735204,5.783646081870414,2.5390183238091506,Iris-virginica
+91,6.273544509443985,3.759270240559177,5.322842881471925,2.3050807378147744,Iris-virginica
+92,6.60422155287954,2.9872408058655426,4.704729155899839,1.2596810844062434,Iris-versicolor
+93,5.0482083389091095,3.837632751108842,1.4278708299228902,0.25219673508758256,Iris-setosa
+94,4.8404685273702075,3.312149742726422,1.113227439176038,0.7529048688458457,Iris-setosa
+95,7.121535497202721,3.0029176701279447,5.436791912324262,1.930872847861338,Iris-virginica
+96,5.083889307533465,3.928868373490565,1.6429566202685817,0.23482456200839125,Iris-setosa
+97,6.221403146031096,3.2085598782150044,5.586796055644162,2.3720659379175957,Iris-virginica
+98,4.909902819724056,3.2596075754273257,1.5154196502670565,0.12314279327256122,Iris-setosa
+99,4.934244292803093,3.295329270896745,1.6690590593109673,0.2954562785092356,Iris-setosa
+100,5.430667780351665,2.860701711481527,4.07580437514928,1.5729862181093155,Iris-versicolor
+101,4.773567452218223,2.8600155433242795,1.4175832490733045,0.3497956186329161,Iris-setosa
+102,5.311907074015526,3.788337653445457,1.4849128349517033,0.12469253268464789,Iris-setosa
+103,6.255385306998858,2.6476658162294715,4.054467360852495,1.2992649760287749,Iris-versicolor
+104,5.010547211555915,3.048308908182353,1.258007407105472,1.1705073875262446,Iris-versicolor
+105,6.409244625275644,2.880115536425841,4.149176231284473,1.1708889405769343,Iris-versicolor
+106,6.291386927194794,3.343600522701076,4.432704211818938,1.2981871746674238,Iris-versicolor
+107,5.23340077067934,2.9272092311179176,5.22124297821084,1.9528594042603389,Iris-virginica
+108,6.708856964785915,2.712542070295914,4.680615956885545,1.4461740735644448,Iris-versicolor
+109,6.183535719764973,2.75754647915987,4.615424403240307,1.3380008229220715,Iris-versicolor
+110,5.975789748137343,2.9767105660943143,5.044137109339507,1.823150619863331,Iris-virginica
+111,4.981900512421889,3.0398937731086675,1.378725865459264,0.2506153875142912,Iris-setosa
+112,6.2546373718879895,2.714841106891081,4.686399743267016,1.7535171038762845,Iris-versicolor
+113,6.243648758485408,3.06073587065276,4.894754282465093,1.8193713122197137,Iris-versicolor
+114,6.885529044327711,3.355498862493957,6.4820707735186724,2.3948790787666026,Iris-virginica
+115,5.642302985775425,2.644447318549036,4.597925323775452,1.7029126697268528,Iris-versicolor
+116,6.615610605206669,2.6373039287528255,5.593895663952761,1.7980721776601116,Iris-virginica
+117,6.529727862522232,2.8913112448284837,5.513538241739545,2.0016278284645157,Iris-virginica
+118,5.0087309696743585,3.144389444979162,1.4786132225342306,0.15980131832084518,Iris-setosa
+119,5.108479625149621,3.612834980393438,1.6045904523886136,0.24482810229526164,Iris-setosa

iris/tvae/1/15/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/15/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/15/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.014417637218262,2.844292788834293,5.125122718980017,1.9791971927599872,Iris-virginica
+1,6.452418829590431,3.0508307880356713,5.530434723409441,1.6113162546067077,Iris-virginica
+2,6.723474444988873,2.957513122540242,5.513849395672707,1.6713683771680137,Iris-virginica
+3,5.289269300290602,3.7151408004537774,1.5752802396482073,0.16986645964575037,Iris-setosa
+4,5.630912545900438,2.9237294732993693,4.452963352064469,1.7640279704059472,Iris-versicolor
+5,5.86366641635589,2.741081984302433,5.040220743420475,1.7955954612064249,Iris-virginica
+6,6.500903350745544,3.3265989390365367,5.704237527263207,1.8662325395158736,Iris-virginica
+7,5.324376381994907,4.146644025918325,1.0975910358962593,0.19354178744095196,Iris-setosa
+8,5.1904602095741605,3.444058001947784,1.6609657242353306,0.42189578213782986,Iris-setosa
+9,6.644621453842387,2.7118659199320363,4.856963812496802,1.891047012517835,Iris-virginica
+10,6.318179113818527,3.8825988025498073,5.409716622736831,2.141591847345737,Iris-virginica
+11,7.446527960047251,3.3870534849970677,6.208317695309986,2.130656103802734,Iris-virginica
+12,5.761885411850541,2.8557708203244245,4.234566063031357,1.3513829904860084,Iris-versicolor
+13,5.204149619436886,3.752029040353782,1.6700763509890164,0.21621481039556545,Iris-setosa
+14,5.56978235004566,3.9005296403711682,1.6098292623196995,0.2223512424240769,Iris-setosa
+15,5.873951783756544,2.9345702159257328,4.6813858943637925,1.4774710399300819,Iris-versicolor
+16,4.922789135970548,3.2693682581123613,5.151259194220047,2.0420774863048496,Iris-virginica
+17,5.3943083328318275,2.4413735340696774,4.9269208820150014,1.8338252040108949,Iris-versicolor
+18,6.00133651856198,2.854589799795085,4.96665773640448,1.7277169432725148,Iris-virginica
+19,6.515848153746155,2.714276303781347,5.00115212812034,1.9411684204607091,Iris-virginica
+20,4.518332570748078,3.351364033326193,1.2337478056964577,0.060282258563049834,Iris-setosa
+21,4.537315745779489,2.761026586338981,1.4123844982451637,0.18912665078997504,Iris-setosa
+22,4.941380456202298,3.118659258695006,1.2262532206475498,-0.02234612110012074,Iris-setosa
+23,6.499346410929545,2.433093216083869,3.516466596344042,0.9211921190072996,Iris-versicolor
+24,5.935782102447923,2.8091905839000924,4.0684402845305,1.5181330708855287,Iris-versicolor
+25,5.726085451669354,3.822658528857076,1.7074208234730854,0.3418883521565439,Iris-setosa
+26,4.710725776072583,3.208068963990512,1.562199934260017,0.25303897412003673,Iris-setosa
+27,6.31917237144782,2.6920716195781624,4.643375542332416,1.42296322902849,Iris-versicolor
+28,5.680115571685457,2.4747711510434103,3.563475192987335,1.3625074626439275,Iris-versicolor
+29,4.732767075677643,3.2711464105190338,1.2045745804075594,0.04191495204489107,Iris-setosa
+30,4.5773504198166535,2.7951947137231405,1.57137779734375,0.2927213076501056,Iris-setosa
+31,5.3632208426039565,3.060606696753096,4.55136682811299,1.4646086965002418,Iris-versicolor
+32,5.725774023244524,2.971149542522623,4.632252661456103,1.4875090191024567,Iris-versicolor
+33,5.968207386114473,2.9660255718356003,4.985599667240695,1.981199253123215,Iris-virginica
+34,4.810806532441849,2.9201665834365516,1.1498866666753627,0.2165008101706436,Iris-setosa
+35,5.147993939854352,3.538285155351333,1.7103012046219976,0.3203343428230131,Iris-setosa
+36,6.683251666564883,3.2415036636546457,4.616754823038301,1.2770000954562077,Iris-versicolor
+37,6.371518543720544,2.8275162945172596,5.235532146494666,1.5852282672841014,Iris-virginica
+38,6.138254865738377,3.3866659102046874,4.974934276518869,2.1840365649049023,Iris-virginica
+39,7.581506348466308,2.588106340188363,5.821169734182922,1.6803792667930382,Iris-virginica
+40,5.845447407291356,2.5900695915788754,5.057569291760632,1.588160017095275,Iris-versicolor
+41,6.4313083514499425,3.1703235470366207,5.363036777727925,1.7577387201659032,Iris-virginica
+42,5.064885933655942,3.1378601830377777,1.187043885293643,1.2203735754311915,Iris-setosa
+43,5.924333778258065,3.165204424977142,4.81980182275121,1.5752611632732583,Iris-virginica
+44,5.769824802047524,2.8607134792500535,4.863853592226527,1.5580991714109962,Iris-versicolor
+45,6.865382629175035,2.923146751645646,5.1877996475392685,1.5964940769928513,Iris-virginica
+46,5.023475857325646,3.2789016106543736,1.5981935839545343,0.2408796332865895,Iris-setosa
+47,5.373440482896133,2.6681784372156363,4.058298198238718,1.2688153597488077,Iris-versicolor
+48,5.726615035765503,2.900090516982807,4.912334921763353,1.6164578713045061,Iris-versicolor
+49,5.2351653627123,2.7117390054711565,3.1938862961921215,1.4904162087466395,Iris-versicolor
+50,5.56139838070746,2.7627375586229674,5.4787225490945595,1.7788271437555383,Iris-virginica
+51,5.311583246530079,3.1770782536640683,1.5760877422455337,0.4048478916808772,Iris-setosa
+52,5.1799768127475545,2.1839880647309413,2.87009424653707,1.1820423111093297,Iris-versicolor
+53,5.57808713873381,2.749443655956935,4.955216874474706,1.4559626118884719,Iris-versicolor
+54,5.815128909022855,2.8653129207894494,4.216800189785174,1.0847147023018207,Iris-versicolor
+55,6.417919217891858,3.0076400400027623,5.2477445553497715,1.7770069684874075,Iris-virginica
+56,4.517463355029585,2.9257034528213772,1.554660895313459,0.17184756201292237,Iris-setosa
+57,5.206141852397776,2.0999957399285343,2.6652901715046475,0.9792826434634623,Iris-versicolor
+58,6.0011254169857615,2.5178285370846947,3.859188671435609,1.2330137891688175,Iris-versicolor
+59,5.636487273466051,3.3467523163388027,1.3199099691234777,0.23260114066447493,Iris-setosa
+60,4.877833386520742,2.791488958105454,3.8043035251066346,1.0384397291431224,Iris-versicolor
+61,6.123176194104433,3.042505837830274,4.653883303330633,1.53934638978369,Iris-versicolor
+62,5.438396543856028,2.624159503527884,4.0527130002979135,0.9915266579349254,Iris-versicolor
+63,5.734119751585014,2.5950129660457413,4.089400625160753,1.4781381795345516,Iris-versicolor
+64,6.67820033171753,3.009818236661892,5.529857421091764,2.0800807879292877,Iris-virginica
+65,5.65315280412819,3.072894992036433,4.7700981947442935,1.5094134892095645,Iris-versicolor
+66,5.363351113449112,3.7006113306306005,1.6268237741378817,0.27722052745549375,Iris-setosa
+67,6.408784397015899,3.4769006938105282,4.946480075259302,1.7264375793523947,Iris-virginica
+68,4.740579600870494,3.1285674102985874,1.251324725257256,0.09511836840694063,Iris-setosa
+69,4.881420418112907,3.084408100766217,1.3506635043639215,0.3087436838087324,Iris-setosa
+70,6.035027162012887,2.928875298616814,4.623320286644292,1.3214682427081805,Iris-versicolor
+71,6.31267125104987,2.3697272393344853,5.290219188658255,1.921794444441631,Iris-virginica
+72,6.251016011144006,2.9560950602823253,4.770583193746888,1.5941901690296967,Iris-virginica
+73,4.736546142325191,2.6567092217116968,1.4478962392312196,0.287930370271867,Iris-setosa
+74,4.961176315413101,3.3729707510560996,1.526972539076613,0.25022597240850547,Iris-setosa
+75,6.926038006283425,2.6923271645300235,5.7300001435666506,1.7250533900016969,Iris-virginica
+76,5.938873543384022,2.968401550717162,4.6163232085420365,1.5730516355741004,Iris-versicolor
+77,6.099859489925297,2.9867451016561475,5.532760253873292,2.0002242925466462,Iris-virginica
+78,6.095101223235061,3.003069720453675,5.062282483110512,1.914269068947562,Iris-virginica
+79,5.2245737097740514,2.636945331313341,3.9760104136846213,1.1035680453826862,Iris-versicolor
+80,5.488855117797382,3.03653916759188,3.023267966382666,0.7756187837531574,Iris-versicolor
+81,6.010896748555316,3.008096282340281,4.17293228561063,1.5394339377900477,Iris-versicolor
+82,7.026153428243524,2.936850991696629,5.8796570890787745,1.8239058537977966,Iris-virginica
+83,5.661033178222703,2.746949433630047,4.336290283089656,1.1375620164098401,Iris-versicolor
+84,6.091325378775874,3.075592558988171,4.251665381017217,1.426632566937381,Iris-versicolor
+85,6.521310732231042,3.2547032056717766,5.639083162950646,2.1751359233213226,Iris-virginica
+86,4.724121385701575,3.0188599581888624,1.348201462021808,0.21843043389623423,Iris-setosa
+87,6.098237544615019,2.9585639658158565,4.383230486733776,1.826135900142841,Iris-versicolor
+88,5.824894985682361,2.885101319914331,5.264112421324184,1.5019169623895863,Iris-versicolor
+89,6.631084473908343,2.65922503286023,4.993128124704723,1.824864754196628,Iris-versicolor
+90,4.660393592798206,3.511119984224472,1.3666903532996735,-0.19057353909661606,Iris-setosa
+91,4.6607055472477175,2.936584256041024,1.0899784118947085,0.21784472658201168,Iris-setosa
+92,6.538017605900547,3.285586260366059,5.779172940199055,2.4424250316645204,Iris-virginica
+93,6.140826903860379,3.0797435776374114,4.627732147541533,1.6157566213043961,Iris-versicolor
+94,6.032076087132393,2.7700725520994114,3.921552748257391,1.147352487900423,Iris-versicolor
+95,4.314373974528611,2.9500689300674834,1.2192827491944467,0.17522010057731097,Iris-setosa
+96,6.189071378619277,2.8771686926723192,4.407205846240976,1.5550425916544948,Iris-versicolor
+97,5.586351341838587,2.7544198225102927,4.927599956461873,1.670590278672294,Iris-versicolor
+98,4.913833880479159,2.818952039402929,1.3118831907742359,0.19278265815082585,Iris-setosa
+99,5.977495680472494,2.927185604029192,4.697386880096935,1.1668493600777796,Iris-versicolor
+100,5.8037852608154346,2.825846885145201,4.167612933935042,1.201308102776046,Iris-versicolor
+101,6.139623382533937,2.4956550756874836,4.121953778169059,1.0863455658866046,Iris-versicolor
+102,4.975472624540983,3.284241807265072,1.3396423915240054,0.19116866400760285,Iris-setosa
+103,7.942234793863199,3.360627924229373,6.591894899937762,2.269428290990156,Iris-virginica
+104,5.9707637832061105,2.833224258152004,4.605138584779092,1.7459891157749918,Iris-versicolor
+105,6.355558364067999,3.87712951295193,1.4929985686267344,0.19639307936413913,Iris-setosa
+106,5.93804842985892,2.5397211646349693,4.419878913408437,1.5464686447536862,Iris-versicolor
+107,4.829737759743948,3.2849608067456852,1.5826581505479713,0.22417025145754158,Iris-setosa
+108,4.617345637824126,2.870383740273383,1.150458128257735,0.1693561436974506,Iris-setosa
+109,6.182373810432168,2.9480216420168337,4.470661181298411,1.6229181607993814,Iris-versicolor
+110,6.172568983897927,2.80550879092968,5.152050209992204,2.3611752982133343,Iris-virginica
+111,5.856971629966379,3.0997269501267475,4.832991205575758,1.6548992300241847,Iris-versicolor
+112,5.953686910299617,2.3373779670523147,3.5533951410222064,1.146790683410334,Iris-versicolor
+113,6.858668823521391,3.2931837911955464,6.232667221650593,1.9778635275135548,Iris-virginica
+114,6.178786649936695,2.9297363325280426,5.190411125896308,1.733011852707351,Iris-virginica
+115,6.97002615418046,2.7569085030051412,5.217919796774018,1.635507158760949,Iris-virginica
+116,5.402516276115047,2.8911901083401474,1.3658264644271858,1.1989214307144636,Iris-setosa
+117,5.448662743052555,2.6425834954041303,4.004166218107274,1.129286464949136,Iris-versicolor
+118,5.754924302149573,2.920387271303809,5.097830506839212,2.0576173244626372,Iris-virginica
+119,6.013172466085597,2.9608407781549304,4.368863012873563,1.2883767065984346,Iris-versicolor

iris/tvae/1/16/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/16/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/16/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.337820757197002,2.5751557782933636,1.5592820993288308,0.20601377635648435,Iris-setosa
+1,4.969490504160415,2.1267781171199283,3.9341402204990223,1.0543649800840358,Iris-versicolor
+2,6.330149511831813,3.0528764300014153,4.395737766700433,1.3110244855840643,Iris-versicolor
+3,5.79230270703236,2.5948602609205165,5.310293608478682,1.4439918095014155,Iris-virginica
+4,5.6750526906854635,3.111519577102109,4.766618220665559,1.7568136486209722,Iris-versicolor
+5,5.044689507758527,2.961830713266678,4.575617311964496,0.27980109666552244,Iris-setosa
+6,8.198754745316684,3.7406070251784755,7.117616544239389,1.9782788747107458,Iris-virginica
+7,4.595444380377738,2.8300294019921783,1.4590084109074049,0.19371424711057483,Iris-setosa
+8,6.660607592287649,2.60260084454868,4.959559116936683,1.5622031336037765,Iris-virginica
+9,5.240735121592226,3.6615651031678356,1.4940429378890339,0.27508578628888475,Iris-setosa
+10,6.670954623797146,2.8311366110724094,5.367741402900291,1.8852197024359743,Iris-virginica
+11,5.961990559984159,2.8419063473518387,4.610039502720894,1.7414383007763299,Iris-setosa
+12,4.928861138860315,3.5732783405676,1.619412496949399,0.21750261600029594,Iris-setosa
+13,6.346826592657065,2.698751810589419,5.097596439436388,1.741952324149274,Iris-virginica
+14,6.753703293794115,3.1311270806926363,4.510176951505633,1.5951089831491676,Iris-versicolor
+15,4.408592725681828,2.952714900515658,1.2924263173533759,0.1983906898333623,Iris-setosa
+16,4.799304422954163,2.954376006681016,1.320964401792057,0.13991140496957044,Iris-setosa
+17,4.855170132809675,2.827030412355091,1.2281117973967963,0.2377172849191817,Iris-setosa
+18,4.743246438305452,3.3809798343992727,1.5408044568265846,0.26994309288696877,Iris-setosa
+19,6.2421359248239146,2.5834571159056803,4.511019761143358,1.2662990214042114,Iris-versicolor
+20,5.764536840080873,2.782875450262002,4.779742415597884,1.711290898299319,Iris-versicolor
+21,6.817427483037825,4.315650407264428,1.3897773140964578,0.259664578156258,Iris-setosa
+22,5.350029018354941,2.4061852808649107,4.119243407525276,1.5570291290709468,Iris-versicolor
+23,4.921103823989657,3.541455979129824,1.715907943956646,0.3066734654578731,Iris-setosa
+24,5.496388993931467,2.6245587303298623,4.159343721222763,1.3646063434356637,Iris-versicolor
+25,4.918887435847503,3.123219450026505,1.3929599524556981,0.27441927140321126,Iris-setosa
+26,4.278420484267165,2.995720746300097,1.279627338704226,0.10146416760007076,Iris-setosa
+27,5.789470260363856,3.04515892891131,4.684589409528928,1.6611545092314899,Iris-versicolor
+28,4.632460252906798,3.1168398266700175,1.5087911698833023,0.21587873106356498,Iris-setosa
+29,7.098866274230861,2.9162331428285833,4.312405941582429,1.3587329561758066,Iris-versicolor
+30,6.0675681188995,2.6758593529816537,4.115710791685108,1.3723807269973438,Iris-versicolor
+31,6.979241140579316,2.8053195175370123,5.921252265369306,1.880280713055422,Iris-virginica
+32,5.173771046595477,3.769865016117697,1.6770351555612208,0.23904605198777892,Iris-setosa
+33,6.527281405049743,3.4654048033262503,5.733891209757893,2.115930865817952,Iris-virginica
+34,6.686982068597508,3.3940814134887183,5.901160771972851,2.441470757186667,Iris-virginica
+35,5.6190747809561525,3.013981875309653,4.023653986042594,1.3883014536417655,Iris-versicolor
+36,5.6466172863440915,3.1571990623923805,1.2796246768283182,0.16209528115766886,Iris-setosa
+37,4.760861452762064,3.0257633512241964,1.5184762315606104,0.2240371431337647,Iris-setosa
+38,5.110913135548368,2.662746391617184,3.971614568800375,1.286210611704837,Iris-versicolor
+39,5.033000279475217,4.138872954898121,1.3260611384911858,0.09468424605263046,Iris-setosa
+40,5.268293213065887,3.0676327620045156,4.171456910424846,1.3426068640618483,Iris-versicolor
+41,6.032153818418199,2.40390682125907,3.6326689295865147,1.1970370638410068,Iris-versicolor
+42,6.071818138466214,2.6892010272125266,4.606738586463268,1.592307217790545,Iris-virginica
+43,6.156259864905203,2.777883579152123,4.839328442338221,1.7335268248190578,Iris-versicolor
+44,5.532549723856541,3.8933421227582454,1.5846161239652932,0.23419474237842436,Iris-setosa
+45,6.19864281080654,3.1168886167943777,4.936180953475152,1.9607267938376496,Iris-virginica
+46,6.1779251130791435,2.6910789706249183,5.281852741640534,1.88480487576399,Iris-virginica
+47,5.1283464302391915,3.1303755176891626,1.541346477804205,0.3670379934909902,Iris-setosa
+48,5.1694130049489395,2.980353173970466,3.9461282137457756,1.2105979054051468,Iris-versicolor
+49,4.625040473168138,3.1989759368643833,1.3050764721171737,0.2349747597472925,Iris-setosa
+50,8.003197947584688,2.7474868512416815,6.292535530282421,2.0767297584113242,Iris-virginica
+51,5.229227548962538,3.654090581682693,1.7283595947700452,0.18050526492220087,Iris-setosa
+52,4.530960496481577,3.1159377316443964,1.2607732548791875,0.13101939363722567,Iris-setosa
+53,5.881897149174497,2.578387059111079,3.8081960433273077,1.3929044721028254,Iris-versicolor
+54,5.3508742097707955,2.868353465600703,4.195719680113566,1.6142462576247856,Iris-versicolor
+55,6.099092169372695,2.7520289146160377,4.970331056423409,1.6457845331104315,Iris-versicolor
+56,4.403683141418214,2.9655578252805683,1.2568920732667044,0.05699772234096773,Iris-setosa
+57,6.5250812079726295,2.8688197170672938,4.218049333774491,1.4210353728404719,Iris-versicolor
+58,6.7479895677703965,3.34363903018018,5.349330064421105,2.365249401684924,Iris-virginica
+59,5.497422305177859,2.787761484735655,4.58088673694236,1.372507254851663,Iris-versicolor
+60,5.74896181980311,2.740004247287469,4.386009703429653,1.4415303028033928,Iris-versicolor
+61,5.109783752396345,3.1300844052710004,1.6966662426981216,0.30978821483232777,Iris-setosa
+62,6.387943243772037,2.973629339389201,5.364373547567892,1.7797941246948743,Iris-virginica
+63,5.75802552488848,2.72520428714173,5.284108756776315,1.8857068154989423,Iris-virginica
+64,5.148807799101692,4.033592971766162,1.5623119737380393,0.17928427397940788,Iris-setosa
+65,5.298426377745413,3.2029762207038766,1.631550815458668,0.1943885173996289,Iris-setosa
+66,6.853393894090049,2.669866070404588,5.00640168031534,1.5869034355766227,Iris-virginica
+67,5.271835718583104,2.801514865947279,3.79906314418051,1.3002535490521905,Iris-versicolor
+68,5.374370466304586,3.17255371719227,1.0944315995867635,0.1306456335552893,Iris-setosa
+69,5.039355884758977,2.861533152564876,1.6091292857242856,0.22836026859834613,Iris-setosa
+70,5.861482493156217,2.7969584580858475,5.211312544002801,1.9424108823454231,Iris-virginica
+71,6.850618984112611,3.088140178575555,5.168223020904803,1.406809192007186,Iris-versicolor
+72,6.6515163385525735,3.021051316452368,5.4493228053877605,1.8944905331710302,Iris-virginica
+73,5.563879747496164,4.092645401671993,1.415175589907229,0.16519218781317924,Iris-setosa
+74,6.101974945136666,2.452738488519524,3.817976969928648,1.1225271855498007,Iris-versicolor
+75,6.168678533918318,3.2117945451147545,4.941481167899323,1.8383773947134454,Iris-virginica
+76,4.54498661240441,3.222110407997219,1.389746400114052,0.19461477702765778,Iris-setosa
+77,5.853750777285512,2.659157769066992,4.207989432323028,1.2796520837161036,Iris-versicolor
+78,5.4862737015170655,3.6546548717913145,1.6354904601598963,0.2603847843344246,Iris-setosa
+79,5.761964555613383,2.4616991003951956,3.6498048388142923,0.9199450834188004,Iris-versicolor
+80,5.580039791069016,3.949681768112768,1.5157280467360565,0.21463025119678883,Iris-setosa
+81,5.626557679129529,3.6493795620052483,1.4078923344224945,0.4351956771226053,Iris-setosa
+82,5.0122980652547975,2.6781238783795245,4.642837289763759,0.4551948473894639,Iris-virginica
+83,5.270809692397648,2.7869211053665572,4.116531242515227,0.969659686857195,Iris-versicolor
+84,5.942431924821025,2.7446190800841825,5.510175783403655,2.157781647735563,Iris-virginica
+85,5.984565809440732,4.289244248016551,1.6601049494403126,0.28130902677534875,Iris-setosa
+86,6.908458716105538,2.4796826587807446,5.2963598338105795,1.6156512028245684,Iris-virginica
+87,5.345318435341806,2.92701670939527,4.634794335914404,1.550355806721607,Iris-versicolor
+88,7.372738768326258,3.1103908196964665,5.12798980888427,1.6651494383476344,Iris-versicolor
+89,5.089358784680243,2.8333910757086733,3.979226557692728,1.5457152395621176,Iris-versicolor
+90,5.934814892407187,2.5962608257541895,4.842162946897696,1.85374356523917,Iris-virginica
+91,5.721460774711019,2.8076543299767014,4.014027289963025,1.4333071038111358,Iris-versicolor
+92,5.391757244882671,3.4242433686557554,1.518393049648764,0.08334064477941239,Iris-setosa
+93,5.044875235092329,3.217793185603395,1.5935714083689632,0.41049398844235363,Iris-setosa
+94,5.216780540351607,3.433678985290004,1.7158592932528642,0.279072462757397,Iris-setosa
+95,4.64706983898616,2.9804606094545454,1.1381864229457954,0.10724346375032862,Iris-setosa
+96,5.388967258256239,3.950816882501474,1.517194939499723,0.35207006505336025,Iris-setosa
+97,6.49501442127888,2.9175093004113983,5.624307806530701,2.1564017368250603,Iris-virginica
+98,6.060405427325452,2.5648140901381487,4.0450710953772715,0.9420653269390277,Iris-versicolor
+99,5.163857874897022,3.4329165339311682,1.5624552019402402,0.32891316244070234,Iris-setosa
+100,4.504568889068659,2.8404745808643503,1.3749563124398947,0.11678858751524945,Iris-setosa
+101,6.019407814915437,3.0009370953676577,4.496524343677639,1.4688156941436206,Iris-versicolor
+102,5.838274916465382,2.8423710927417845,4.725798259495245,1.5637334928642583,Iris-versicolor
+103,6.373945301357428,2.743906832458472,5.067035625215978,1.652203181405799,Iris-virginica
+104,5.095171042109939,3.2470468997743724,1.4883156791273897,0.2645488246643282,Iris-setosa
+105,7.136419994459974,3.1789683239138617,5.417516477384577,2.069774879275057,Iris-virginica
+106,4.65779163601997,3.7122007182981926,1.1075116717032016,0.04867432525475757,Iris-setosa
+107,4.334084588823463,2.6228099710014243,1.4143660579330162,0.2141546813774994,Iris-setosa
+108,6.59416260195714,3.0041761304088874,4.681268405221401,1.430108898181386,Iris-versicolor
+109,6.039750658775485,3.2101900573660145,5.5823043089986655,2.295958199987706,Iris-virginica
+110,6.108241178134756,2.9515024650943698,4.843747368224525,1.8226464945779994,Iris-virginica
+111,6.337482416561766,3.4702296870926705,5.434989456047289,2.249063266840415,Iris-virginica
+112,6.375681129235683,2.477692733347208,4.506086878049076,1.388218460594011,Iris-versicolor
+113,6.545928573590956,2.905011328801525,4.417119047600976,1.3448265041772987,Iris-versicolor
+114,4.9801596507774,2.366598062754094,3.0918538624212815,1.108971041523052,Iris-versicolor
+115,5.252862056368654,2.7059657840469047,4.0754877696495875,1.1848716683010772,Iris-versicolor
+116,7.678956663853599,3.4609098538254304,6.432662933293297,2.321656651244811,Iris-virginica
+117,6.1186632305403945,2.8765371213257898,5.395397806563977,1.893552358688824,Iris-virginica
+118,6.8904954864127355,2.90022981279093,5.2669766253232515,2.0913405645268157,Iris-virginica
+119,4.85792565988386,3.217018851789255,1.307545612767181,0.162701340044393,Iris-setosa

iris/tvae/1/17/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/17/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/17/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.037269887951935,2.9435814945022973,6.2139385109968535,1.7668214402792997,Iris-virginica
+1,7.0183243428763475,3.219275343839273,4.734513176168554,1.6770098056241436,Iris-versicolor
+2,4.683576535947363,3.1553966620222313,1.5652990492378254,0.18127530934728203,Iris-setosa
+3,6.546025141875007,3.2314341059970504,5.69830064668411,2.1705241885988613,Iris-virginica
+4,7.045197506730919,2.8667485170279483,5.217282687860541,1.348731449917571,Iris-versicolor
+5,6.5846633828333205,3.074019192524671,4.444618551991225,1.5932782836447705,Iris-versicolor
+6,6.706752291581324,3.043201140032781,4.389722284976631,1.2362941981214877,Iris-versicolor
+7,6.135593955202723,3.004169361829057,4.596923880413896,1.7581222409027903,Iris-versicolor
+8,5.494083813667949,2.601702125552114,3.7654233517554205,1.0125666311317332,Iris-versicolor
+9,4.731520997088665,2.825132920207699,1.470941240244301,0.28450763373636917,Iris-setosa
+10,5.908809227439108,3.0918294671491116,4.378849572346879,1.2531695286307725,Iris-versicolor
+11,6.192342806947902,2.821950560922662,4.937720493086408,2.0686783132726387,Iris-virginica
+12,4.41588875766386,3.136925657842234,1.2906550002735044,0.1230159899664934,Iris-setosa
+13,5.392996015804198,2.9066311798632336,4.531685100948175,1.5330406135384163,Iris-versicolor
+14,6.539196190678493,3.151370259668639,5.5584239476108905,2.2545257777132903,Iris-virginica
+15,4.9313439200173415,3.555773814771397,1.5187169609620657,0.22308551249072717,Iris-setosa
+16,6.041745249955623,2.8069423589920808,4.27884882888668,1.3491644499201483,Iris-versicolor
+17,5.228311872614722,3.5505738812676664,1.743202931725312,0.19672479262605522,Iris-setosa
+18,6.5572895190705855,2.783524483639477,4.452826102260319,1.1949007256986564,Iris-versicolor
+19,5.523142752936308,3.381920505217667,4.576237124620157,1.1015852221544855,Iris-versicolor
+20,6.56124248279513,3.2057986649055827,5.646619480728848,2.062227934465552,Iris-virginica
+21,4.744423559007981,3.05005486834609,1.3507525495973154,0.12111223415652123,Iris-setosa
+22,5.6180224188836805,2.454556119847615,3.684895248418412,0.937597089006559,Iris-versicolor
+23,4.950068379414455,3.2803033436052935,1.4644403499740293,0.18770526134871235,Iris-setosa
+24,5.702089016528983,2.780351719003629,5.194531214031066,1.7520965681008451,Iris-virginica
+25,4.912711394006123,2.3520623197118455,3.362208424343878,1.0883556644828356,Iris-versicolor
+26,6.765775881625455,2.669102127756883,5.8930287276409095,1.5682125603751014,Iris-virginica
+27,6.571672383952622,2.4226739297191386,5.722126617057913,1.9629492300184421,Iris-virginica
+28,5.048122945751784,2.147368981187728,3.1364178503460263,0.9274184990486614,Iris-versicolor
+29,7.069254602354175,2.6068257387185554,5.223221694580036,1.6406575584781309,Iris-virginica
+30,5.695650774877934,2.650504477088159,3.9206097591907487,1.2804335632706147,Iris-versicolor
+31,5.643513356792533,2.591928035996206,4.166599725727324,1.340171216178536,Iris-versicolor
+32,4.683480426443271,3.07008729868298,1.2001207780177543,0.268226183112271,Iris-setosa
+33,5.129122275776082,2.909394679977138,3.717759952971641,0.9135356296972903,Iris-versicolor
+34,6.361130580886203,2.974576099514668,4.838830967087808,1.4457581426100548,Iris-versicolor
+35,6.123413137974725,2.9160490832061488,4.7089222978493535,1.7549942332982338,Iris-versicolor
+36,4.506654203670701,2.959782536502503,1.0654712241668822,0.06454639983613453,Iris-setosa
+37,4.716684244560528,2.798806534923624,1.4005260529670123,0.08389278508084197,Iris-setosa
+38,5.559581606385407,2.8758502374143147,3.7488183910865556,1.287922706716614,Iris-versicolor
+39,6.145497454221585,3.1188114082327876,4.610252981477408,1.8599261356102255,Iris-virginica
+40,5.545350753564715,3.0129435867776415,1.4437191517397836,1.4693203439275824,Iris-setosa
+41,5.585683137243373,3.9869908788663677,1.5318794903359731,0.1305205463906196,Iris-setosa
+42,4.497146493423797,3.1535523372847676,1.055811552626778,0.24351413187702392,Iris-setosa
+43,6.268328628708442,3.0165746155837514,5.313264695698029,1.9397155933589498,Iris-virginica
+44,5.103282300871552,3.247178242069203,1.412879409349697,0.17740740357297446,Iris-setosa
+45,5.766214405917238,2.9864541232116246,5.036939171393524,1.7821663193346207,Iris-virginica
+46,5.677712784786303,2.8918546192001866,4.076865774822796,1.182711766491651,Iris-versicolor
+47,5.785600740773854,2.844550214297876,4.813373935348782,1.601028740229135,Iris-virginica
+48,6.919901911198627,3.0435791685471454,5.304121896009855,1.8693943773681005,Iris-virginica
+49,5.20353595322597,3.069293926997634,1.2650452501771041,0.9668708650754186,Iris-setosa
+50,6.796138030437331,2.915906776830865,5.845912228208451,1.7682535453667425,Iris-virginica
+51,5.829372765795901,2.9636506569709775,4.520919420318322,1.779390565574559,Iris-virginica
+52,7.149018588363825,2.5071347286753043,5.450545545667325,1.5825074619357977,Iris-virginica
+53,6.237512755968138,2.7606689583703385,5.0948861119773765,1.9103797386304078,Iris-virginica
+54,5.887303572601955,2.9411625877241647,5.1191760402016655,2.0479094260743214,Iris-virginica
+55,7.14458110033052,2.5951253809609525,4.9863037085525885,1.5462125489327543,Iris-versicolor
+56,5.822649379444084,2.8019517960684035,4.420339205416314,1.5360090633762842,Iris-versicolor
+57,5.195885828051853,2.9819930841079287,4.5024588125514775,1.3750664097536478,Iris-versicolor
+58,6.154545329219257,2.344011603469068,4.038272221156256,1.1472829014858126,Iris-versicolor
+59,5.7455770154391885,3.081062613110843,3.7614007250742905,1.3193880155864726,Iris-versicolor
+60,4.989891638707651,3.31919290877173,1.2937178773496127,0.16544589818979916,Iris-setosa
+61,5.17744223248172,4.134624670200919,1.3649022589259001,0.12195400082694685,Iris-setosa
+62,5.081339579664995,3.4432243552938933,1.5326297035903658,0.2497298381348963,Iris-setosa
+63,6.255050578650733,2.578960679079939,3.6527484211376433,1.0876056347828476,Iris-versicolor
+64,5.179128214575229,3.5958421015691813,1.279653346591636,0.22813085609300615,Iris-setosa
+65,5.45823465837338,3.0682548942920778,3.8572039959330047,1.793431452369468,Iris-versicolor
+66,4.9993472755709165,3.4227149597750084,1.5568991655896054,0.3324551596225578,Iris-setosa
+67,5.347148265813415,2.9958387621720104,4.01446902667406,1.4204255744807521,Iris-versicolor
+68,5.975448655202661,2.9054150578472244,5.007237614471029,1.9873628316843983,Iris-virginica
+69,6.4033109205885435,2.8217511055028845,4.963834999471998,1.5992305312237536,Iris-virginica
+70,5.1627222884537955,3.463482634389665,1.5269369933449803,0.2033086204790827,Iris-setosa
+71,6.618316791129273,3.085460069854689,5.557098836506059,1.8983549619432003,Iris-virginica
+72,5.2045971520285415,2.9925200338436526,1.3233238579997941,0.24540358156416073,Iris-setosa
+73,6.870683137281819,3.0380189491160294,5.663982000339441,1.8305270067965034,Iris-virginica
+74,5.978299001044254,3.088684129547806,4.843862179807055,1.880500939042266,Iris-virginica
+75,7.745577792812213,3.1018240621163846,6.031399614735825,2.0778600794075714,Iris-virginica
+76,6.26458023373572,2.8472964169376342,4.796465116684474,1.9745785409923073,Iris-virginica
+77,5.138252942857678,3.6608329753835935,1.5455031911490131,0.2934114704277906,Iris-setosa
+78,5.552020481117971,2.1602269299809214,3.253462983859841,1.220409001476748,Iris-versicolor
+79,5.982146842463253,2.6990602022156835,4.459264082927547,1.4122354487262,Iris-versicolor
+80,6.250406882280093,3.158915502347922,5.210214123888024,2.282813275843176,Iris-virginica
+81,5.955431008499797,3.06698918906374,4.6050503078709575,1.582495775462103,Iris-versicolor
+82,5.734862858617941,2.4547452283739726,4.540773138718672,1.0368803484569913,Iris-versicolor
+83,4.873579745764922,2.848956945629369,1.4170029887123423,0.22817038759801464,Iris-setosa
+84,5.1425814380227655,2.9938753295149727,1.3508825777822913,-0.06741581755959802,Iris-setosa
+85,4.94014081413288,3.42647772540254,1.454260947519077,0.14801853512976312,Iris-setosa
+86,5.055997541440783,3.589838881736042,1.6438323895405103,0.19864420509752245,Iris-setosa
+87,6.011619559815894,2.7963951402638765,4.5993283431461,1.8658263678295122,Iris-versicolor
+88,5.654342408758229,2.9075892575876523,3.490184217024055,1.1383970101926981,Iris-versicolor
+89,6.787154602578298,3.6236220503862935,5.577050223882655,2.4556550468816756,Iris-virginica
+90,5.2975716417092125,3.4328904076882627,1.8556311104594219,0.5016525866172654,Iris-setosa
+91,5.676970727235391,3.0451811950122756,4.9015293544197975,1.7525015692164276,Iris-versicolor
+92,5.495310425325512,2.5234135915603346,3.6740318321670182,1.4959011815344345,Iris-versicolor
+93,5.087244917623869,2.7448479354360207,1.2584212333789642,0.21643483045281786,Iris-setosa
+94,5.320943777909017,3.6512636830323157,1.624227001613919,0.21944085874248886,Iris-setosa
+95,5.459912060227029,2.677524659831027,4.413059684042127,1.3339658305691349,Iris-versicolor
+96,6.76103573010606,2.929422209977163,4.197945369885187,1.439381730518567,Iris-versicolor
+97,5.831434507179982,3.085378759903172,4.305686853437261,0.8925388143346734,Iris-versicolor
+98,5.248418778553908,2.553497409397622,4.3883435086209595,1.262216019340942,Iris-versicolor
+99,5.5299427213715715,3.04439899938632,4.109804997938149,1.6611343123019016,Iris-versicolor
+100,6.331514029006319,3.1065107905762472,6.385401030751642,1.7063955090071101,Iris-virginica
+101,5.81385733151136,2.5543806021975866,3.7490879191155044,1.3454209274548812,Iris-versicolor
+102,6.878942200771149,2.999105214120178,4.929457629803985,1.3520617693869978,Iris-versicolor
+103,6.75299589796019,2.639869778561966,5.496115371425338,1.7857257557698905,Iris-virginica
+104,6.546146539617794,2.8205763653817364,4.276022053553784,1.3652310258068223,Iris-versicolor
+105,5.7515151732353775,2.953794846256576,5.225295252731848,1.7429847175568833,Iris-versicolor
+106,6.053876717982799,3.013554217584881,4.528385452881941,1.351382336141584,Iris-versicolor
+107,5.454242418202939,3.03994207727457,1.3650489705009474,0.23164215914693517,Iris-setosa
+108,5.263446534559697,3.396729938848031,1.5297184511928288,0.19828295492485976,Iris-setosa
+109,7.157211339836867,3.2885046668268947,6.114376636938646,2.048817605774947,Iris-virginica
+110,4.936999499859637,3.1570189702815243,1.5340077769295009,0.23422195521617867,Iris-setosa
+111,6.289059962862955,2.6293005932175895,4.526176177463533,1.1320370563470796,Iris-versicolor
+112,5.766218015104372,3.3160955285343867,4.495110755524736,1.5037559283565944,Iris-versicolor
+113,5.58043296427728,3.0060553118116795,3.9662101690315907,1.189340773596629,Iris-versicolor
+114,5.5997714505588565,4.6392486660293155,1.1567738621828645,0.15322639307931146,Iris-setosa
+115,5.1593687679907525,3.583007296179976,1.6460817421004197,0.16696040148489572,Iris-setosa
+116,6.005977948734925,2.97747476137904,4.720375140752053,1.697476493362846,Iris-versicolor
+117,6.683502414347032,2.6886643890797854,4.591048556449399,1.3789784458595435,Iris-versicolor
+118,5.262575901220031,3.164652774641206,1.6638579263059783,0.27244447909929254,Iris-setosa
+119,5.607642354052686,2.497452465180726,4.3591154402933725,0.8590682137477207,Iris-versicolor

iris/tvae/1/18/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/18/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/18/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.107324262012484,3.2632932212690298,1.3254354835283189,0.14514384366355987,Iris-setosa
+1,5.018170405200974,3.5782727072897442,1.3307905361929089,0.07805016693427513,Iris-setosa
+2,6.472510416135365,2.648765537097011,5.217965907788841,1.4656671337407912,Iris-virginica
+3,6.086277959351886,2.6450326959981334,4.935020933912885,1.5885021610142134,Iris-versicolor
+4,6.338855413737469,2.8316487269604202,4.178135343704311,1.5401308488599657,Iris-versicolor
+5,4.759752137492808,2.7042685085742693,1.4567045470796849,0.18657141131291738,Iris-setosa
+6,5.962375885531206,2.741866308869116,4.4885893760098625,1.7855585212849658,Iris-versicolor
+7,4.853633267878248,3.0425171931126473,1.5988223144033524,0.37616792798660315,Iris-setosa
+8,5.9852895059185185,3.234527558105346,5.271391863454565,2.0175521782299244,Iris-virginica
+9,4.664020505106259,3.269329088470366,1.458577995702448,0.2618992533933181,Iris-setosa
+10,6.642709276602377,2.879250899991043,6.1158066003614024,1.8843463313616136,Iris-virginica
+11,4.814261028010007,3.269783022347538,1.4052924711092425,0.17331546825511618,Iris-setosa
+12,5.289681116027946,2.495004309989169,3.5123489207036567,1.2089533622537638,Iris-versicolor
+13,4.474388410537632,3.2943415341283995,1.1600754394109893,-0.002046392353785509,Iris-setosa
+14,6.771147160551935,3.146555377865895,4.881217990772689,1.375549623705477,Iris-versicolor
+15,5.88245805349881,2.7987320568734786,4.193683393484404,1.2827672647767197,Iris-versicolor
+16,7.405362033668124,2.813232074727505,5.949777335772808,1.8451874273893825,Iris-virginica
+17,4.838267275841259,2.617866191770931,3.8501958433810124,1.018883732452838,Iris-versicolor
+18,4.916072857437854,3.0578416416291048,1.4436229132369396,0.1813118430354404,Iris-setosa
+19,7.094610143887998,3.126211131916152,5.9937453949203565,2.0662831609755776,Iris-virginica
+20,5.922225461337822,2.7013472899046533,3.982362948629602,1.3107665615731379,Iris-versicolor
+21,4.982734448486638,3.360014064122052,1.5351990392617987,0.40127522138811056,Iris-setosa
+22,6.497812830445506,3.3392453277876006,5.403387071142512,1.919780445265815,Iris-virginica
+23,7.226914710634993,2.9274528366818604,6.054310585402243,1.8617870994115655,Iris-virginica
+24,5.057249058996332,3.0461371408561555,4.841530843175408,1.7926164046213502,Iris-virginica
+25,4.735544041113379,2.93239296820174,1.5714120203937858,0.34751805513034395,Iris-setosa
+26,5.217497536525599,3.331399945452847,1.5968049931533408,0.19764023429115837,Iris-setosa
+27,5.515162933429741,3.042998631643595,4.618569499006007,1.3360747355203024,Iris-versicolor
+28,5.356214207577918,2.7367083586714958,4.274804889423259,1.3584044780415105,Iris-versicolor
+29,6.7525281247558375,2.7342273536383552,4.9219876523093635,2.0714186140727042,Iris-virginica
+30,6.733516927302441,2.892372018996963,4.553514284119357,1.5844438459004466,Iris-versicolor
+31,6.296313019230814,2.655955915685827,4.823417412838571,1.7238177624465547,Iris-virginica
+32,5.0469428451528,3.1661449501547487,5.143736047191477,1.9975920422480167,Iris-virginica
+33,6.517789146143968,3.233572551054487,5.21948496594635,2.381420628270079,Iris-virginica
+34,5.410899130562855,2.0173360581995503,3.356351794736219,1.0603143101537045,Iris-versicolor
+35,6.04919080924737,2.9526266066596745,5.113109896860184,1.9529306333481284,Iris-virginica
+36,6.056861105959406,3.074817608171677,4.527677020935744,1.4489838953900667,Iris-versicolor
+37,6.759254464365728,2.913385225227818,5.5919899727607,2.1478474396136797,Iris-virginica
+38,4.91616200191658,3.1721190874229315,1.3927377104381289,0.24735848029672144,Iris-setosa
+39,6.3598621440716,2.4294663482823853,5.303010852283385,1.9025265866652967,Iris-virginica
+40,5.334162957712136,3.0303991507828227,1.4461652330097532,0.243611774292807,Iris-setosa
+41,4.944429807880296,2.9329386433226716,4.542292071642543,0.28451848395673884,Iris-virginica
+42,4.985512957468679,3.5374789453892532,1.2369912439169761,0.08962061657893369,Iris-setosa
+43,6.192874227729171,2.8248736346442715,4.25062829875443,1.4868090180200246,Iris-versicolor
+44,6.173619249331521,2.977150314953255,4.516603209499571,1.5795716355854665,Iris-versicolor
+45,6.242430476013648,3.8504271469055578,2.0031507132438877,0.2792780142239323,Iris-setosa
+46,6.143394180141219,2.9651614754475344,4.933393262114475,1.2912747822104098,Iris-versicolor
+47,4.82198011888417,2.9382104847472417,1.310257864940004,0.20882177527664328,Iris-setosa
+48,6.538490558361484,3.1993172706024517,6.306642281357767,2.543324541047781,Iris-virginica
+49,6.460168469200404,3.1375017000254837,4.487814292295979,1.3778302416325414,Iris-versicolor
+50,7.017575691674791,2.890141219388988,6.082024048420681,2.4203535275692376,Iris-virginica
+51,7.459540290005858,2.7689229471346746,6.450093555814952,2.1234005890369634,Iris-virginica
+52,5.874887660427055,2.714541346344018,4.727704956905573,1.7967320461118597,Iris-virginica
+53,5.789870489701245,3.0017192183730628,4.476385557539061,1.3239017721272432,Iris-versicolor
+54,4.658821255406541,3.355931822099624,1.4492598330811275,0.2601240976313954,Iris-setosa
+55,5.505483022352278,2.953856528486495,4.798213777181442,0.9892246971857527,Iris-versicolor
+56,4.867647499816834,3.1138887995421567,1.4329605265375864,0.17053578347240314,Iris-setosa
+57,4.96246553869523,2.4745159297692902,1.6095837803457833,0.38461594384222964,Iris-setosa
+58,4.586421969055456,3.1324151563022085,1.3039815705196727,0.19958327699897677,Iris-setosa
+59,5.742653586973999,2.836840691688348,4.253089629508082,1.0091410596133192,Iris-versicolor
+60,4.905856491413683,3.0813009819692803,1.5458482851895508,0.2001677183185434,Iris-setosa
+61,5.902396353673974,2.988563512889593,5.142132456955354,1.9217934555570724,Iris-virginica
+62,6.714719113270393,3.2781994466370232,4.712952119589955,1.1816143988765304,Iris-versicolor
+63,6.201835139007076,2.5808535766928142,4.884687325584886,1.9679672027838324,Iris-virginica
+64,5.9797908585031205,2.6797276466020588,4.543952609530472,1.6699963956130088,Iris-versicolor
+65,6.551723401698354,3.113432995328997,5.101241568148187,2.209459350222881,Iris-virginica
+66,6.759805691485544,2.9333604736824563,4.583163699452204,1.3960215551314903,Iris-versicolor
+67,6.437190433781252,3.0555659652832556,4.0588431855965466,1.2214823241319042,Iris-versicolor
+68,5.756112078771865,3.5127981404829836,1.6602794986952578,0.35471775167397,Iris-setosa
+69,4.73100491012496,2.973754036042417,1.5043505762535265,0.1465294459761047,Iris-setosa
+70,5.662159825425881,2.9851344297306426,4.44724292544685,0.9942782084859095,Iris-versicolor
+71,4.936118008752582,2.8798588603319635,4.87699168176946,1.693880019410663,Iris-virginica
+72,6.042005356905054,2.758968063041445,5.0146564058792515,1.658138419818096,Iris-virginica
+73,5.308806364794399,3.6589516919184115,1.3742513365130393,0.21594341471416714,Iris-setosa
+74,6.532111462732153,3.0803097962708548,4.811535538614735,1.5376704398727001,Iris-versicolor
+75,5.297180591005675,3.749779905044459,1.395261880221031,0.12981913357282288,Iris-setosa
+76,5.683158132343336,3.0322903091667177,3.7829794198148563,1.4648362925693539,Iris-versicolor
+77,5.776431213925933,2.5906371564780355,4.373450186329455,1.6826201709573638,Iris-versicolor
+78,6.582295980504898,3.202706003700556,6.039753449321788,2.4319217081257434,Iris-virginica
+79,4.975119512588078,2.5654362015559555,4.1096461782006966,0.8040899272347631,Iris-versicolor
+80,7.357018346269765,2.9137040283127735,6.332748992241413,2.1603908644777445,Iris-virginica
+81,4.620738668811291,3.260566363364306,1.3887549495751246,0.1437506594422391,Iris-setosa
+82,6.960046837364757,3.265495954035095,5.781326144560799,2.3431753613596604,Iris-virginica
+83,4.778789562075343,3.161069374550421,1.579094761883482,0.24363298592727106,Iris-setosa
+84,6.3816800684318125,3.1861595086159102,5.188945585818212,2.049076428396817,Iris-virginica
+85,6.1287660670798845,2.969696368250269,4.67661531177313,1.6987523386934877,Iris-versicolor
+86,6.496401053280083,4.514044125892172,1.6332420140541242,0.522937554752434,Iris-setosa
+87,5.699879803694754,3.1019924293006413,4.594437479717897,1.874057747443883,Iris-versicolor
+88,6.235352859721321,2.9197427411082213,5.354995754891784,1.7960287465216385,Iris-virginica
+89,6.3348977385094924,3.4169721401215916,5.540696756615907,2.4749600102316505,Iris-virginica
+90,4.8894985399928546,3.134034219869529,1.3910198548144224,0.09905176887377531,Iris-setosa
+91,4.562830056987176,2.8197075360792523,1.399081387613296,0.16825421760797438,Iris-setosa
+92,6.072163606137706,2.9615525785465424,4.436483657911993,1.267020156414802,Iris-versicolor
+93,7.050353185063806,2.829716578236213,5.718344572536124,1.7050476923685305,Iris-virginica
+94,5.402865304882873,3.839043226502754,1.4447538187551408,0.18179676276126316,Iris-setosa
+95,4.81582839825865,3.724590982551851,1.3881378197151417,0.22331446795196877,Iris-setosa
+96,5.759633395685263,2.902175678866672,5.17447894767359,2.0174850984333528,Iris-virginica
+97,5.400897049847906,3.6387166796289963,1.6501230955758721,0.1646670624940666,Iris-setosa
+98,4.698063144760427,2.9977039548890825,1.1111440665542465,0.17909161455160447,Iris-setosa
+99,4.917559444163108,3.3720060066556,1.410903258299961,0.2995548571603921,Iris-setosa
+100,6.684795761083543,3.5022292207860435,6.050584149513746,2.29273712666098,Iris-virginica
+101,5.394040247986641,3.5894912312873517,1.4756014119280776,0.28453576494920135,Iris-setosa
+102,6.220643134096071,2.6819009808393695,4.83653890154314,1.5612281310011031,Iris-virginica
+103,4.578592724023668,3.236157186245957,1.1980483235946913,0.1434011442822827,Iris-setosa
+104,5.684388914535142,3.0704129325468092,4.557431063138101,1.521359546744539,Iris-versicolor
+105,4.732011544560704,3.257511046212583,1.5364035347116063,0.2318116150514013,Iris-setosa
+106,6.043963372958362,2.635939461932101,4.984603532310108,1.5829696705015215,Iris-virginica
+107,6.64086394203569,2.5638088403782264,5.858155799331222,1.8177281253566417,Iris-virginica
+108,4.537711784714304,2.8520616127707905,1.145857550448072,0.1408154188405794,Iris-setosa
+109,5.332286318191065,2.7105526740768364,4.414456980059453,0.8416519333050794,Iris-versicolor
+110,4.638486639532814,2.9707941583212905,1.5536883779610717,0.1764191974236696,Iris-setosa
+111,6.998448250013839,2.788927373267008,5.931738462145507,1.887394077721038,Iris-virginica
+112,4.941042686812706,3.1241473676706217,1.3891930342436352,0.22617204641605654,Iris-setosa
+113,7.346112000252155,3.358140116134869,6.188512382920461,1.9305060052623038,Iris-virginica
+114,6.858428447150225,3.60113349314283,6.017430827915015,2.6882390072777707,Iris-virginica
+115,5.276339994960085,3.6559770091888293,1.4291434453910306,0.24097123549773605,Iris-setosa
+116,5.365737999820368,3.4816919771171024,0.9597956056088318,0.14376277673341367,Iris-setosa
+117,6.907154186345107,2.4566027673109185,5.319628798784424,1.9027649265792927,Iris-virginica
+118,6.74877117378122,2.8733994913977514,5.699294085398133,1.6755669101373263,Iris-virginica
+119,5.1804511887981635,3.6622703475517255,1.5799080736572475,0.23840236472911525,Iris-setosa

iris/tvae/1/19/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/19/train.csv

@@ -0,0 +1,121 @@
+,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
+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

iris/tvae/1/19/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tvae/1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.726549722029239,2.792312244705855,4.005899250946441,1.4388433567671952,Iris-versicolor
+1,5.416048023059891,2.9617158964599555,3.8599659299920295,1.1863639171243943,Iris-versicolor
+2,4.425104767169127,3.1031149045501225,1.3400988603887616,0.1811357571831452,Iris-setosa
+3,6.396970987065284,3.0462402482914728,5.2268858726820335,2.0363560073267197,Iris-virginica
+4,6.6298349869906446,3.465965087305083,5.884327024053052,2.337473398164145,Iris-virginica
+5,6.091607729974436,3.0071633944297607,5.280688674961632,1.7398794845837093,Iris-virginica
+6,6.818533216484356,3.8072592627601995,5.60643713007974,2.4588871433197386,Iris-virginica
+7,4.326733941118002,2.725602241017775,1.3418068833301937,0.2280299598203127,Iris-setosa
+8,5.529965300216436,3.2194478551385743,4.636071347517833,1.3633539137506274,Iris-versicolor
+9,6.52535953467156,2.534199155717309,4.886430485241647,1.3494048642113226,Iris-versicolor
+10,6.010847759335986,2.7893745976445232,4.923137008703984,1.9654127175925136,Iris-virginica
+11,5.172798539719032,3.2232252134604384,1.4941849740817978,0.1701728411198027,Iris-setosa
+12,4.5841747964146675,2.7073325338563623,1.3737174184741336,0.28782662217339006,Iris-setosa
+13,4.7671042570458,3.0070239826338403,4.708634355364887,1.6619605740391592,Iris-versicolor
+14,6.022334305517395,2.491016543280354,3.0703485813386004,1.2572725222911145,Iris-versicolor
+15,6.605058704932087,3.249955782962656,5.657174688250098,2.0639866267817233,Iris-virginica
+16,7.350896310197134,2.640516422414862,6.2297927661376225,2.0394133938033963,Iris-virginica
+17,5.833093990745894,3.0976534966693965,4.848355976858659,1.522952548421691,Iris-versicolor
+18,5.034108519092253,3.27195144387779,5.188748477754085,0.4262011185571547,Iris-virginica
+19,6.056905291974079,2.91532242344106,5.065627310022955,1.9478339071073052,Iris-versicolor
+20,5.000425933307105,3.0881461734801405,1.499410743266592,0.2702627900037894,Iris-setosa
+21,4.930390919584988,2.7082031943407356,4.744389169630746,0.3426051332953427,Iris-versicolor
+22,6.274358147678936,2.4775927140738467,4.906656352936786,1.9099069331151128,Iris-virginica
+23,5.4703304403757445,2.3823396077646053,3.863536432414821,1.2560245241953083,Iris-versicolor
+24,5.661597740643515,3.5007283275621734,4.455147599449085,1.4385176721077608,Iris-versicolor
+25,4.774552972863233,3.168029087850021,1.3242995038414618,0.27189866034010024,Iris-setosa
+26,6.087353162856063,3.701782504568209,5.453926366739157,2.349197029055781,Iris-virginica
+27,5.5840883579442195,2.8098919522805366,4.27891350343143,1.4866192603819415,Iris-versicolor
+28,4.766856731094116,3.249109205487597,1.4950634399237868,0.2243587549900208,Iris-setosa
+29,6.063476771610517,2.9734402306268866,4.742261585881709,1.8701293180804845,Iris-virginica
+30,5.232292453499951,3.797226455987711,1.3507332535186056,0.2779769163273487,Iris-setosa
+31,5.606127948374522,3.7332835164286875,1.3691483061773693,0.229496965247578,Iris-setosa
+32,6.1897906479346325,2.942261627828533,5.284957699608946,2.1413981193224956,Iris-virginica
+33,6.095658355155481,2.4026002196809166,4.7351874086688825,1.9981327236324569,Iris-virginica
+34,5.470178164843543,2.9309830251581515,4.628948279308275,1.8275932745140013,Iris-versicolor
+35,5.063467270653557,3.219383861865998,1.4778764020117399,0.3212657886335864,Iris-setosa
+36,5.132269896095799,3.541017823669964,1.6726524193765502,0.2577028004701121,Iris-setosa
+37,6.738637665405407,2.9616679977732896,6.067775889321879,2.0112624343474934,Iris-virginica
+38,5.385361522707225,3.966351083062496,1.765065645577488,0.2904741954326256,Iris-setosa
+39,5.9517482903287435,2.7656786549839163,4.116952229953691,1.4125157434436595,Iris-versicolor
+40,6.079069159820734,2.6486091038952817,5.055696121341961,1.417729114653346,Iris-versicolor
+41,5.431341770056456,3.2812638682826116,1.2075521025005245,1.4937184777515364,Iris-setosa
+42,4.412816889507136,2.8648281208418958,1.1344400149926834,0.19735814792996648,Iris-setosa
+43,7.102261201157371,2.4403604958979024,5.500347499933206,1.7285921431779605,Iris-virginica
+44,6.929568770676504,2.7915376522334023,5.241139271123689,1.782462562325174,Iris-virginica
+45,4.632054891209767,3.092547270619453,1.3922259601777733,0.0926307954677611,Iris-setosa
+46,5.343259159016936,2.6447929916836026,3.928410001485521,1.120224327693072,Iris-versicolor
+47,5.648644699794635,2.9415547084124083,3.994484778099469,1.2954258970628092,Iris-versicolor
+48,6.232421894834372,3.523215796226328,4.918803174598595,1.8538051900672872,Iris-virginica
+49,6.746378384656709,3.2233818319219347,6.00173601841225,2.009472557482206,Iris-virginica
+50,6.522091388177001,3.18492415277358,4.947507336605553,1.732671056546677,Iris-versicolor
+51,5.144655466114378,2.7780207284603513,1.2091442761685771,0.1393210914825838,Iris-setosa
+52,4.889132770912092,3.0861720326641335,1.7072910070079832,0.3490446767756184,Iris-setosa
+53,4.8640624956946015,3.053516539369373,4.482712406138868,0.24639408531983994,Iris-setosa
+54,6.7851471418588165,3.618007390080626,5.724681043802828,2.6571115976270976,Iris-virginica
+55,6.185865366796034,3.5398326885936693,1.530743454025392,0.27179872505294517,Iris-setosa
+56,6.393263735544521,2.8753913466823904,5.055795051104666,1.8037642890941081,Iris-virginica
+57,6.10587713295968,2.6886089669792352,4.024314610598018,1.1389277710872252,Iris-versicolor
+58,6.699625541662639,2.8982804644169304,4.445243205475916,1.1789791550963016,Iris-versicolor
+59,5.769052548743003,3.018610469175238,4.849228344246354,1.680894937757775,Iris-virginica
+60,5.19708303552642,3.734293675846035,1.71921230386496,0.358020865399939,Iris-setosa
+61,5.95282704214454,3.0057440371025295,5.280295206201091,1.861146922646644,Iris-virginica
+62,5.183985451751469,3.4787804932779554,1.4156056065171139,0.10323053801481585,Iris-setosa
+63,5.134260279784799,3.600494822367418,1.382237635716117,0.16875005577421331,Iris-setosa
+64,4.369323375448889,3.3260610097455214,1.3890552944583412,0.22073095614668126,Iris-setosa
+65,4.3397619886038905,2.9820277326465225,1.252323891522943,0.05057854478208004,Iris-setosa
+66,5.445923478779079,2.0966804986641994,3.5348142243373095,0.993441734869694,Iris-versicolor
+67,5.162034209243884,2.8628757962990474,4.3939435871089545,1.289392571252976,Iris-versicolor
+68,6.855849824684963,2.976029784495872,5.806693548120576,1.7878445022817289,Iris-virginica
+69,7.1592665933853645,3.1463533084464306,4.2776395215093395,1.3202958373743674,Iris-versicolor
+70,6.125745856768699,2.953710335131496,4.9036646430594395,1.798810864881924,Iris-versicolor
+71,6.191823120768011,2.918170382089344,4.609066635214996,1.77411537350386,Iris-virginica
+72,6.17173844733064,3.183492190624535,1.5726242392857297,0.44207779506213746,Iris-setosa
+73,5.948938084465497,2.810850384772888,5.177294727792995,2.0651412563504303,Iris-virginica
+74,4.410401890334553,2.854973314896359,1.1790245755880013,0.193042320201256,Iris-setosa
+75,6.452545413044755,3.2819302332182367,4.9002603252220185,1.7973353341189173,Iris-virginica
+76,6.397086052759858,3.8215061908854473,1.9709136217955394,0.528561405198483,Iris-setosa
+77,6.519216421009182,3.4328562913489997,5.594948108443315,2.208089061641313,Iris-virginica
+78,5.561847161414989,2.9146298219480946,3.975655977881671,1.3234952374811544,Iris-versicolor
+79,4.994940291361566,2.9164773259428207,1.1133423890485976,1.340279186399183,Iris-setosa
+80,6.073550851000798,2.620530992715623,4.713652369208191,1.719849655799931,Iris-versicolor
+81,5.362926925920473,3.288744109347533,1.7834726229740854,0.2936052139972596,Iris-setosa
+82,5.938053677406434,2.854469946226785,4.516215127524862,1.4288376974869885,Iris-versicolor
+83,6.233561497200002,3.085161272952958,4.404548115316358,1.8052701567127594,Iris-virginica
+84,6.28335788617732,3.1324270106986036,4.600266073000263,1.300615340764866,Iris-versicolor
+85,5.349348757091506,3.5257290495504523,1.445497437972001,0.1431753756316851,Iris-setosa
+86,6.896233921637067,3.061501578727051,4.725066813760652,1.2901997431639525,Iris-versicolor
+87,6.884619128734025,3.359148713547355,5.733177025070476,2.2160391285333843,Iris-virginica
+88,6.324355049898797,3.0222881906025925,5.407996825106198,2.210141308325409,Iris-virginica
+89,6.077373425999014,2.8493299593469272,5.444270598392477,2.0936924844554485,Iris-virginica
+90,6.128689826782677,2.4670951294282233,4.407152157865983,1.5820270702282406,Iris-versicolor
+91,5.287725860388762,3.1563373513608943,1.095832846684316,1.0650667903683426,Iris-setosa
+92,7.499814009949344,2.9769739788552645,6.420707381749673,2.017428039788098,Iris-virginica
+93,5.899834381327666,2.586476904926962,4.182429033946742,1.3831107040892083,Iris-versicolor
+94,5.918975439718279,2.7762382613206236,4.8315491653743425,1.469434153470635,Iris-versicolor
+95,4.827469847446769,2.9752508761782317,1.3010060669795036,0.18960948974787162,Iris-setosa
+96,5.555222288918123,2.7256016312116564,4.521252588332949,1.3312245428480174,Iris-versicolor
+97,5.739640809985467,2.9572645763744534,4.28318078533554,1.0393680785934565,Iris-versicolor
+98,5.142463104954338,3.2168493887204055,1.5942755597126372,0.28374673275554096,Iris-setosa
+99,4.565483469207987,2.9928590360886775,1.3891510809036964,0.09465718273127133,Iris-setosa
+100,7.210492256102726,3.69375590129598,1.8966780322473777,0.5239162976622872,Iris-setosa
+101,6.689274898067698,3.5627575047543907,5.550368139112122,2.0934802573528017,Iris-virginica
+102,5.993004173596449,2.889705178249212,5.287473151083778,2.066201037360874,Iris-virginica
+103,6.562533142966629,2.5231571675082702,5.317728413212511,1.520390712231765,Iris-virginica
+104,5.909891163599286,2.826806392541661,5.189041910013749,1.9696185582573182,Iris-virginica
+105,6.597913115151372,2.6226221914106116,4.840426820962084,1.5268022812955127,Iris-versicolor
+106,5.175548552624223,3.3957641165352572,1.6207269909552822,0.2355291758684696,Iris-setosa
+107,6.433846105340268,2.776408603865576,5.6804257266455735,1.57366493296831,Iris-virginica
+108,4.737956506659423,3.1586391683241652,1.403440803778001,0.3114999587614242,Iris-setosa
+109,5.230145664809074,3.649932183503402,1.7941010935074582,0.49469347161947697,Iris-setosa
+110,5.441451351970019,2.9397269453732267,4.2136447837499444,0.9149360982559707,Iris-versicolor
+111,6.520034926300804,3.119422532138926,4.4107122940787145,1.439217748466474,Iris-versicolor
+112,6.034020953651498,2.9026640499881387,4.743833259134717,1.3377345772119331,Iris-versicolor
+113,4.743552334300588,2.8648388245714536,1.5474469028228455,0.28567590830051276,Iris-setosa
+114,6.545157386132646,2.7752123445533545,4.8116773654059,1.374380887589333,Iris-versicolor
+115,6.7468992852312555,2.8584905513891585,4.635175350417881,1.6704312527380274,Iris-versicolor
+116,6.155410984344539,2.4808055351111253,4.588953834243721,1.2282854226869384,Iris-versicolor
+117,5.579309977633729,3.289453099699356,4.191647201109918,0.907338775309133,Iris-versicolor
+118,6.690786374834769,2.5662696254512847,4.301536602081501,1.5133804922909353,Iris-versicolor
+119,6.6839430379010345,2.6655972727971022,6.083222548192126,1.7527042208385804,Iris-virginica

iris/tvae/1/2/test.csv

@@ -0,0 +1,31 @@
+,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