a

iris/tvae/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.008196244722903,2.8452692926041983,3.890272802566677,1.4971944624121045,Iris-versicolor
+1,6.639286622346634,2.961886919823719,5.19106946231007,2.163266466073052,Iris-virginica
+2,7.446851857230818,2.9740367500871834,6.116917323229111,2.2994815559124766,Iris-virginica
+3,7.156029058890979,2.759270532102579,5.040584165454362,1.7074629620489334,Iris-virginica
+4,7.162724100613677,2.6423312258291607,5.038678377902368,1.7854338108129906,Iris-virginica
+5,4.767382758452731,3.36485847775125,1.2620108242676156,0.21757288455624588,Iris-setosa
+6,7.417484524526466,3.050005228291011,6.296473644525113,2.2742839292659096,Iris-virginica
+7,5.269687316521913,3.429430752799705,5.483404498396283,2.111836137810161,Iris-virginica
+8,6.571840810258236,3.388818040859494,5.428591561531761,2.2981127388573537,Iris-virginica
+9,5.237806852319329,3.1119242359130954,4.526113764104458,1.5847487400204754,Iris-setosa
+10,5.9832330599646095,2.62272469014701,4.3938606091423935,1.3312331666213744,Iris-versicolor
+11,5.063077052107742,3.1389675440944194,1.1934887209500016,0.11189554770771346,Iris-setosa
+12,4.70467008388559,2.943111670122988,1.2823323408269283,0.22402363773711126,Iris-setosa
+13,5.2726622876148355,3.0759062885700326,4.953702258293991,1.8146110683105112,Iris-virginica
+14,5.380067416682821,2.472971330731321,3.882970175317247,1.2571873183432045,Iris-versicolor
+15,5.396805051005643,3.275197899782836,5.323793637792916,2.1192605921793284,Iris-virginica
+16,7.185626739120619,2.9525087024646,5.167989037580062,2.156671113120934,Iris-virginica
+17,5.4536272479098375,3.1553250182158306,4.96269491944848,1.99286408626203,Iris-virginica
+18,5.207617536529681,3.4796606161229855,1.3269294256056674,0.27416791826191766,Iris-setosa
+19,5.906533963095321,2.3064283397623964,5.133420008158332,1.6590035273113288,Iris-virginica
+20,4.569905414729861,3.4361701327541163,1.3024523904112288,0.11427498473750769,Iris-setosa
+21,5.0811181084576305,3.6887811104338977,1.5814386098352318,0.4088872721952427,Iris-setosa
+22,7.031724653691299,2.7836032729410185,5.187901574799155,1.7454668585164346,Iris-virginica
+23,5.514546677189765,2.595713403214847,3.73668622573972,1.0114557330273415,Iris-versicolor
+24,7.057875002516043,3.1903207256213078,4.138193011078894,1.5153057198425324,Iris-versicolor
+25,6.106502332042941,2.902775347128908,5.3671548287103885,1.7895936801597414,Iris-virginica
+26,6.365664379803064,2.553775004475725,5.061136590659692,1.4648114407629993,Iris-versicolor
+27,5.197759079929181,3.329423894646166,1.651882717400786,0.2944800049067959,Iris-setosa
+28,6.7763601649528,3.0219766061857642,4.638955097333666,1.7312713683774283,Iris-versicolor
+29,6.73178669511811,2.8831199696335887,4.724361388497929,1.5530254863059876,Iris-versicolor
+30,6.245074373376324,3.178656996970282,4.80758172032444,1.6064983936474253,Iris-versicolor
+31,6.596303649232026,3.272614949784224,4.100697886458954,1.6314209133030704,Iris-versicolor
+32,5.025265695592095,2.6048034264292923,4.38307678116837,1.2951461216646436,Iris-versicolor
+33,4.3167153488452135,3.7336725614417174,1.263894785711758,0.056036155655487085,Iris-setosa
+34,5.380234021992777,3.0202155276372364,4.814543474568641,1.8414801333426445,Iris-virginica
+35,6.367627271915806,2.851900105754783,4.548509596243333,1.3643036699829971,Iris-versicolor
+36,7.6095729003977395,3.3639736510969005,6.134663579103661,2.436242683417639,Iris-virginica
+37,5.390457120580965,3.5933844567477213,1.4957248572322568,0.37232116702640383,Iris-setosa
+38,6.5910772075603985,2.9973280423435282,5.034733906492844,2.468099960338855,Iris-virginica
+39,6.3596595622699486,2.4038543815453153,6.116381649405243,2.051474434030082,Iris-virginica
+40,5.182102654765862,3.054207724307707,1.4046161455695434,0.10948011141373895,Iris-setosa
+41,5.4664010163223455,2.9996226418175747,4.4278908655314435,1.1585700658777187,Iris-versicolor
+42,5.67510514224303,2.724669020293896,4.645145086363544,1.5867794977465774,Iris-versicolor
+43,5.370860171343592,3.1979490484700603,1.7056845963108198,0.27849010419898074,Iris-setosa
+44,5.002762474078529,3.288067311540395,1.5609017019231173,0.15529535051975935,Iris-setosa
+45,4.326989716968596,3.105424238509306,1.4743648400761302,0.17867160108570052,Iris-setosa
+46,5.840623271580037,2.472564568883637,4.6515303188717105,1.671429449934069,Iris-versicolor
+47,5.070305482488183,2.911243595653493,1.466812157015662,0.16251752139562042,Iris-setosa
+48,4.281541066542986,3.174899530004802,1.5515952645028541,0.16437106829587056,Iris-setosa
+49,5.687170519826671,2.5899293561412993,4.077360324282763,1.023107563542196,Iris-versicolor
+50,5.234471380799422,2.518573857465838,3.3576308546610827,0.9880206576576838,Iris-versicolor
+51,5.319238197882005,3.8302974754078956,1.3968774447982983,0.3741007408681616,Iris-setosa
+52,4.9507596229426465,3.3592631045191093,1.8044693321715877,0.25723908220760555,Iris-setosa
+53,6.190693746529849,3.534843328539999,5.72255624397288,2.3279428111131764,Iris-virginica
+54,5.31230818196058,3.061743265821764,5.053477933248122,2.18239704187072,Iris-virginica
+55,4.742253318610594,3.1584701907099193,1.6112061830534543,0.22341493007626348,Iris-setosa
+56,6.337955504862944,2.5729253127248706,4.916340769289618,1.5987310051472154,Iris-versicolor
+57,6.80367024205747,3.1055173908006903,5.522860692338078,2.329003432636833,Iris-virginica
+58,4.673042252823562,3.087187560324294,1.2783708857057308,0.25062120100094576,Iris-setosa
+59,5.115365833844667,3.759730472487105,1.4677191410847716,0.3183218980159503,Iris-setosa
+60,6.07462873714741,3.099789852456726,4.288990865160153,1.6506779642719973,Iris-versicolor
+61,5.270716276664638,2.9892679777567213,5.4743004806601805,2.064842852813714,Iris-virginica
+62,6.09373691429252,2.839085164797311,4.785611027691874,1.3097774690377713,Iris-versicolor
+63,4.756160517668144,3.3418839878901085,1.353241988456033,0.22742762318517806,Iris-setosa
+64,5.37536743209556,3.131956268049151,5.204918077803823,1.9101626667435678,Iris-virginica
+65,4.948239436894281,3.2211336355013405,1.42678428351711,0.2261505895326912,Iris-setosa
+66,4.93876042074156,2.9274021395826573,4.656952555797959,1.9332546929883203,Iris-virginica
+67,6.327270624345944,2.8784178013318855,3.827667981624634,0.9161802635396481,Iris-versicolor
+68,5.926148175047577,2.341959524829912,5.042421991629206,1.4030670702257213,Iris-versicolor
+69,5.250357567272758,3.323301737936064,5.150198278969653,2.1140123546262104,Iris-virginica
+70,5.4676743121926,2.940987886772019,1.4449466606858812,0.12804850369415646,Iris-setosa
+71,6.715474268092705,3.27356001132563,5.850781186488765,2.111917873709093,Iris-virginica
+72,6.693464823971903,3.153948464232882,4.370534327004782,1.704801966163466,Iris-versicolor
+73,4.652353924713481,3.159393383416261,1.3702402775306597,0.25181216775622756,Iris-setosa
+74,5.20913002735692,3.3135131288335598,1.564185388150353,0.3074203755342927,Iris-setosa
+75,4.968044150815276,3.463802012828709,1.5181597127458564,0.29978936581012955,Iris-setosa
+76,6.085091425825488,3.102564644465735,4.751101764144368,1.7914783837477886,Iris-versicolor
+77,6.680384883139022,3.1013507177971595,5.547543896454162,2.176297848056093,Iris-virginica
+78,5.7633910499218945,2.8931800891404515,4.222814126992793,1.3929534285653788,Iris-versicolor
+79,6.5536025498126165,3.095095031938451,4.949999137962808,1.8764308541494277,Iris-virginica
+80,5.636875611101772,2.8680766845243997,4.156687919826593,1.323801108797198,Iris-versicolor
+81,4.824094706334055,3.2602486710113823,1.2853311784287849,0.08559647847081595,Iris-setosa
+82,6.441982607887638,2.766949170838661,4.842500034796649,1.5106305727274243,Iris-versicolor
+83,4.607998734426824,3.5158141669276635,1.301449991692739,0.2257792764608945,Iris-setosa
+84,7.448578049068308,3.2807260757144214,5.570502408494466,2.351395102157727,Iris-virginica
+85,7.149412498987182,2.9540444247879054,4.554549753528853,1.5655556119848375,Iris-versicolor
+86,5.547617634185107,3.0623629850968257,4.90882576543308,1.8702126168816302,Iris-virginica
+87,4.92382398669648,3.04075771925123,1.771653002045663,0.182235899704224,Iris-setosa
+88,4.6765038957750615,3.1404701162702624,1.428693451326943,0.18040857534270877,Iris-setosa
+89,5.406930653563807,3.5826350190451346,1.5146396901047534,0.2328914484902542,Iris-setosa
+90,6.267547475258784,3.176865426525931,4.968792156422485,1.5924700409087307,Iris-versicolor
+91,6.153698856843271,2.355626194915274,3.172128498866021,1.0854532436565718,Iris-versicolor
+92,6.83442672535696,2.9044296343065934,5.371187565086663,2.081016966787852,Iris-virginica
+93,7.041615815050319,2.5057590902554754,5.500574830403759,1.9167436137804674,Iris-virginica
+94,4.761695337172474,2.8867827000250808,1.0495472261593393,0.15883307680613357,Iris-setosa
+95,5.18538687172628,3.077687299210806,1.5904596886406206,0.4068651533578982,Iris-setosa
+96,5.163780901595459,3.271800824355367,1.3597763687709812,0.292735791039754,Iris-setosa
+97,7.238400140625795,2.9981655225547357,5.27478968563279,1.6791488244003068,Iris-virginica
+98,4.519074770100572,3.3040553439367635,1.3610857754112355,0.15786128153706389,Iris-setosa
+99,4.768873993647148,3.0880625183404944,1.466863338780261,0.14520093521686328,Iris-setosa
+100,4.847641038080242,2.9518748296852424,1.5664324345036422,0.12469917614019879,Iris-setosa
+101,5.913913289085002,3.009856174952147,4.538738564177778,1.4023977916613737,Iris-versicolor
+102,5.183053466400198,2.592662726042272,3.7198620270783085,1.2899249518666738,Iris-versicolor
+103,5.120178838688198,3.085350381981735,1.2317681614491167,0.12938154814751202,Iris-setosa
+104,5.285362078509158,2.3803672724735225,3.62757314182734,1.0584161933297964,Iris-versicolor
+105,5.5150749797745355,3.517093611135065,1.4721333225243791,0.38902259680406887,Iris-setosa
+106,6.419473134394735,2.9626203805322726,4.880210373368144,1.7555393926056544,Iris-virginica
+107,6.583705766921507,3.4419653928077802,5.883164720432767,2.2785978882920688,Iris-virginica
+108,6.704454821695886,2.8016499318467094,4.5546955483911535,1.0428865066630657,Iris-versicolor
+109,7.226750334165545,2.530213494583035,5.756367022373117,1.9761478634902179,Iris-virginica
+110,8.237243701398075,3.5777530353508693,6.34075833561091,2.0008026269739934,Iris-virginica
+111,7.275249360809187,2.990714057546842,5.639592498413031,2.143042408119766,Iris-virginica
+112,6.041085720905929,3.075161220257011,4.8985155050177855,1.3999096676053915,Iris-versicolor
+113,7.155463998418014,3.1098501451140605,4.257118371348253,1.3322083104691789,Iris-versicolor
+114,6.271914975468487,2.9939236452098608,4.227264406113354,1.6393291814458713,Iris-versicolor
+115,6.527263029324869,3.038485654367101,4.4538455481675765,1.5991954203478098,Iris-versicolor
+116,4.5771755678470685,3.158925833683822,1.1868695587156817,0.21772669487950638,Iris-setosa
+117,5.3041151844342505,3.5513668820553312,1.37423462776897,0.20913550652427867,Iris-setosa
+118,6.466231924902562,3.200489996339712,4.626856902167385,1.7527201541762334,Iris-versicolor
+119,6.4673495766567655,2.4380774132731293,4.603012352883232,1.381444432980502,Iris-versicolor

iris/tvae/0/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.011029597092918,3.133054437547182,1.4175453703560863,0.1558001440532607,Iris-setosa
+1,6.282008178566397,2.54580129781958,5.150317153578802,1.9206688905926494,Iris-virginica
+2,4.3327532863184,3.17668497953471,1.4702672470640281,0.001898777275297081,Iris-setosa
+3,6.369622687916852,3.273870472829954,4.908264255247054,2.1528030140414227,Iris-virginica
+4,5.32366399152204,3.2667396962734485,1.353835808946013,0.2385592607153652,Iris-setosa
+5,4.693784441875361,3.8118180021567145,1.4960505492230822,0.318067793098461,Iris-setosa
+6,6.427119146386658,3.3303739325393718,1.4573309072112903,1.3920485166977064,Iris-versicolor
+7,4.870917158698747,3.46525702773158,1.5078232567920924,0.15186474992541027,Iris-setosa
+8,5.623459900583498,2.1613667175609446,4.141546409038078,1.1673240438543058,Iris-versicolor
+9,4.955297110034386,3.4477536020776967,1.3507772733175236,0.25172214364988554,Iris-setosa
+10,5.279462037695939,3.1497360095617073,1.4858634509399578,0.25621383147742366,Iris-setosa
+11,6.366930096586794,3.042112432865531,5.856928955012111,2.1882633400372993,Iris-virginica
+12,5.676374067129591,2.5248197262860366,3.241991072352114,1.2879177929783006,Iris-versicolor
+13,5.923407276832407,3.651240995767159,2.010639714472922,0.4831078683869414,Iris-setosa
+14,6.89953382387408,3.1288142010859206,4.92264844296117,2.061431433865766,Iris-virginica
+15,5.394070553565985,3.041779907925771,1.3491280668542016,1.586025500760569,Iris-setosa
+16,6.82161002119667,2.970356680832104,6.141685366469347,2.4722513410274365,Iris-virginica
+17,4.44013477233349,3.096961828498928,1.3519963337213796,0.10011077762884266,Iris-setosa
+18,6.310836553984778,2.9765560309261105,4.790582657650609,1.2795375788451295,Iris-versicolor
+19,5.091892918037071,3.291646640274632,1.4218286210982325,0.28514107891158974,Iris-setosa
+20,5.628914094861563,2.6131450055832657,4.348614726359649,1.4386102674820105,Iris-versicolor
+21,7.118939995993367,2.7099677960844164,5.333344039877776,2.1275845541995335,Iris-virginica
+22,6.954876057194544,2.946595299270611,5.289165002247093,1.6927419504818002,Iris-virginica
+23,6.730867290678337,3.209351457923318,5.212145350381239,2.1379962934885386,Iris-virginica
+24,5.4093177208983905,3.7696828987194753,1.4870539375447525,0.26720299982375406,Iris-setosa
+25,4.903628390302284,3.2214811967488717,1.6659425095894687,0.2618371423038589,Iris-setosa
+26,6.808189046363248,3.4357732098942715,5.964609726322605,2.3297563327771145,Iris-virginica
+27,6.3625719980630295,2.9459335190257536,5.714446844959703,2.12769719740488,Iris-virginica
+28,7.074043574396843,3.074221167437612,5.923659951926407,2.0678730225540995,Iris-virginica
+29,4.940932706742556,3.162470376512817,1.423613583889007,0.1984603989245398,Iris-setosa
+30,5.830292143413865,2.9672714935292803,4.677661509351451,1.2245911221687946,Iris-versicolor
+31,6.261934181003375,2.8286162834933064,4.772765227067066,1.7613966144013775,Iris-versicolor
+32,4.930522058703174,3.5331520471484175,1.5664793159926398,0.18532738163542684,Iris-setosa
+33,6.198126289415886,3.4004674402977164,4.836291693877387,1.513521928925508,Iris-versicolor
+34,4.510477943652848,3.1375048710296825,1.3797965885663164,0.10032549680641625,Iris-setosa
+35,7.0567253423084555,3.172774081699047,5.589322438168791,2.4558211662491813,Iris-virginica
+36,4.221307951710265,3.029645129958608,1.288436187470187,0.016228050806800065,Iris-setosa
+37,5.181185855972422,3.295701389471332,1.7230812085352991,0.4220109518157058,Iris-setosa
+38,4.777597214598129,3.2494764528707165,1.312887222565851,0.15084795390132755,Iris-setosa
+39,6.327788797365926,2.081290750271957,4.735287392173112,1.6366602196359576,Iris-versicolor
+40,6.906534850354801,3.068775021912807,5.644109012832687,2.13130758032041,Iris-virginica
+41,5.412191565719452,3.0168564991306686,1.4169516627857162,0.18612686474171347,Iris-setosa
+42,4.1254609293443485,3.0407889625985556,1.3908875869362485,0.07915721510249016,Iris-setosa
+43,7.194057225684112,2.6976444114380245,5.457824324626764,2.1183020837087554,Iris-virginica
+44,5.028240126789732,3.5469622379739123,1.6575081092851272,0.40703150335183114,Iris-setosa
+45,4.8583998955535455,3.1540051102061732,1.5500111199431068,0.2589104336387669,Iris-setosa
+46,5.007841807245145,3.5388063076393146,1.6459100201914434,0.2927186123053416,Iris-setosa
+47,8.46773507197953,3.5136293508482286,6.401868997938422,2.0889011113868983,Iris-virginica
+48,5.463211885378372,2.438752593273274,3.384630358919484,1.1197230021718405,Iris-versicolor
+49,6.185940958786967,3.396459510602078,1.9257804381315031,0.6397860538367348,Iris-setosa
+50,6.735082897741308,2.779172725591696,5.079438748443209,1.7673600514430654,Iris-virginica
+51,6.386299806930573,2.99739383217999,4.814215643480811,1.9388912311057296,Iris-versicolor
+52,6.134020926213944,2.9573766770802474,5.26483225718769,2.0032137614034635,Iris-virginica
+53,4.855043335732038,3.3623186974128134,1.5906701352518204,0.4255772405024262,Iris-setosa
+54,4.822174172756888,3.2999953189738793,1.4684251044831793,0.04963764261482689,Iris-setosa
+55,6.435895053649081,2.870240104071553,4.561677206649837,1.2178941473741207,Iris-versicolor
+56,6.632628252160383,2.190729522093304,5.306281136442346,1.4754384949919057,Iris-virginica
+57,5.079791714841499,3.1975384385553203,1.5732121415713505,0.28842775304759766,Iris-setosa
+58,6.4979292320398185,2.949183409282259,4.651602003601906,1.6771020534673993,Iris-versicolor
+59,6.443193997352033,2.7295111068782516,4.722433143108631,1.1376897861471404,Iris-versicolor
+60,6.333751782881576,2.9704723510888917,5.8035241014725765,2.2074763731014095,Iris-virginica
+61,7.049522457415756,2.7108609233920604,4.915113307450902,2.052018339836291,Iris-virginica
+62,7.74381571634063,3.3771603179369936,5.959877639006952,2.18322045165465,Iris-virginica
+63,4.997099151271933,3.2555584011891927,1.4401349734806472,0.24449995766464633,Iris-setosa
+64,5.557898214764271,3.1477304417125707,5.074517781216216,2.348326481606919,Iris-virginica
+65,4.808069696729466,3.163333950373547,1.6224903457287592,0.21702596061083934,Iris-setosa
+66,7.152484733486954,3.164551466266141,4.4840285013426415,1.3256772214462065,Iris-versicolor
+67,5.4528815593441475,3.5960104781376283,1.3470412548840356,0.26947402486364896,Iris-setosa
+68,7.069471280647541,2.5386979939056507,5.109823515365539,1.5921627469124677,Iris-virginica
+69,4.901244499878121,3.2862850765305147,1.6051837350288098,0.41999471900529345,Iris-setosa
+70,5.289792404576246,2.693239484365867,4.4243798021509395,1.4449237509582769,Iris-versicolor
+71,5.807026048142188,2.8836546194739623,4.609070666242058,1.5705816517998286,Iris-versicolor
+72,5.191834462777328,3.7709509591513273,1.6606278501429959,0.3527057340619575,Iris-setosa
+73,4.819656684040984,3.3961107819728698,1.3260917710991627,0.16633209377976355,Iris-setosa
+74,6.591044708546387,2.7004791730887714,5.86672378174475,1.985945336239998,Iris-virginica
+75,6.137217416860494,2.9345840765088997,5.780834996720476,2.3013452657332794,Iris-virginica
+76,4.756188709140652,3.182414606864078,1.5746689303698909,0.23514221525298493,Iris-setosa
+77,6.5564823210583105,3.1187686300769673,4.832012548437275,1.8604016224855269,Iris-virginica
+78,5.990675915101424,4.168119006708373,1.5078774653923466,0.39294823398621437,Iris-setosa
+79,6.43061832692765,3.2904599801881798,4.495298979327514,1.7713431457606696,Iris-versicolor
+80,4.366861851228806,2.9508224904125644,1.379195752265133,0.1712435795694548,Iris-setosa
+81,4.9779455660670395,3.53897356516739,1.6037334333045183,0.37949666727517506,Iris-setosa
+82,4.665621040248458,3.161943994059625,1.4472001439426634,0.10914711026415416,Iris-setosa
+83,7.6530333041885745,3.4893857942928497,6.062974237382532,2.507997796631699,Iris-virginica
+84,6.308411797658801,2.9913048163512554,4.88183023840838,1.5668051002195897,Iris-versicolor
+85,4.878985914570226,3.427128203197758,1.7739881797265926,0.40392071198666823,Iris-setosa
+86,6.043035014385025,2.90474542163357,4.475909999512966,1.4380132886136658,Iris-versicolor
+87,5.028236588369057,3.089026318019747,1.7814469372115107,0.8233611637078883,Iris-setosa
+88,4.939782499512991,2.969546728514813,1.4703639011771266,0.18712069268531084,Iris-setosa
+89,6.517454271657283,3.6613459586249935,1.9168628928375837,0.6323956793544777,Iris-setosa
+90,5.027010937682837,3.693473313685267,1.442829991101827,0.13854417282992665,Iris-setosa
+91,5.755106214330405,3.6115397750272877,1.9886930293935257,0.5814964643485663,Iris-setosa
+92,6.423049889639039,2.982395788863685,4.925448311988623,1.9101837947280633,Iris-virginica
+93,6.306293450505474,3.2273370479366363,5.511247468218507,2.259760498658671,Iris-virginica
+94,5.339331830107982,3.0845376201406784,5.5505301027638785,2.29194687925229,Iris-virginica
+95,4.975870801359728,2.506713267838575,3.4063856923269555,1.0067124755096697,Iris-versicolor
+96,5.070010005526824,3.8337824350587235,1.1320470141959125,0.1357763340569044,Iris-setosa
+97,5.588224778541142,2.999888457783029,4.699455989401306,2.1926373323488035,Iris-virginica
+98,6.388269476411031,2.4556117316629686,4.962851265947973,1.5710376416667207,Iris-virginica
+99,8.007370499206774,2.9675407416745,6.22702087992051,2.1698396039316705,Iris-virginica
+100,5.251009996324022,3.8596267885726276,1.2383818267233484,0.15102907061281495,Iris-setosa
+101,5.031706100477931,3.533343305454479,1.5160350523240451,0.13024763449596605,Iris-setosa
+102,5.226599794267935,3.4446660398857527,1.599987176492006,0.4843227940032691,Iris-setosa
+103,5.327423570637524,3.7223469583425635,1.5476006361269399,0.29931585216811757,Iris-setosa
+104,6.442234595805994,2.833845635470638,5.0598153796367615,2.003180665061872,Iris-virginica
+105,5.155516648548255,3.590299742514857,5.279242317165877,2.1371588035741254,Iris-virginica
+106,5.457076293530147,3.693449132698797,1.4543791229646548,0.30772169851223286,Iris-setosa
+107,5.928057994100115,3.0508770357897426,4.401184124992464,1.707888985779495,Iris-versicolor
+108,7.379236821596843,3.0838323293721075,6.303993922922653,2.315187648753341,Iris-virginica
+109,5.012652888622204,3.2779295594580127,1.4892528151111477,0.3381320188217343,Iris-setosa
+110,4.415551484829377,3.211394913515556,1.4546715009450353,0.2283631654742297,Iris-setosa
+111,5.191938557703192,3.5585637743295537,1.5387632722230402,0.2257575485573273,Iris-setosa
+112,6.203945801386704,2.49674329211793,4.2302732193351975,1.1936711297431,Iris-versicolor
+113,4.799094337508004,3.911634530084175,1.6714038505002176,0.45089658121078513,Iris-setosa
+114,6.444201700747939,3.0476393003346747,4.420477866548701,1.383181651573735,Iris-versicolor
+115,4.378947643703973,3.0896567914094524,1.2177886559691797,0.15057172959603565,Iris-setosa
+116,5.069537671477704,3.2471231367712683,1.6829925067353846,0.3434036931416241,Iris-setosa
+117,6.097959589787468,2.84456864828947,5.098181042952934,1.7547701619084628,Iris-virginica
+118,6.4705430719752,2.7121622612382303,4.546731548992537,1.4628904857620795,Iris-versicolor
+119,6.991747089561007,2.5737822081146655,5.822130087733315,1.9156590827599116,Iris-virginica

iris/tvae/0/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.393804616020976,2.9717078946944206,1.1534461665060671,0.17027050657482454,Iris-setosa
+1,4.954025072840943,3.0035428921815095,1.3283142789663072,0.19105951186804743,Iris-setosa
+2,6.078217582659627,3.067297081171078,4.648387750164552,1.9245698642005,Iris-virginica
+3,5.328895236800486,3.4223604030150714,4.80631949537357,1.9331524590148847,Iris-virginica
+4,6.112265111155798,2.425327728970469,3.9417559308449803,1.066733128821107,Iris-versicolor
+5,5.73739608441029,3.450748588479965,1.7248140248127912,0.5148740479684106,Iris-setosa
+6,5.388946400899557,3.325400946405877,5.342474876685825,2.083514581156653,Iris-virginica
+7,6.989273098881111,2.2336689808756267,5.801260698563945,1.8410208475483492,Iris-virginica
+8,6.028350150046239,3.0067287038892325,4.802714984693555,1.3285661705508232,Iris-versicolor
+9,6.602454986565866,2.638351230903603,5.982249127727416,2.189850213406282,Iris-virginica
+10,4.6065358333491435,2.978656304241482,1.283563861514285,0.20721939449710888,Iris-setosa
+11,5.308281858708795,3.1923501349380574,1.5556779335053168,0.25585919130660956,Iris-setosa
+12,4.905611875395233,3.243320490803378,1.4479310142650623,0.3587035795675392,Iris-setosa
+13,6.517160844772193,2.8888586420050135,4.6285886722459315,1.0943591877925654,Iris-versicolor
+14,4.756173260604179,3.0082428181466554,1.493294298929053,0.24027660062642484,Iris-setosa
+15,7.014223341318372,3.322194064822769,6.110636015068227,2.473882779838604,Iris-virginica
+16,4.590587133838554,3.198368372094363,1.3327822861773992,0.13750898237600234,Iris-setosa
+17,5.4001884491944505,3.11039896355657,1.5394327101574454,0.08551835579528316,Iris-setosa
+18,5.891764794968827,2.5028550410095627,3.470180209557131,0.8662898762760797,Iris-versicolor
+19,5.1199021639030455,3.2528109050541016,4.766744036878912,1.9311377887480563,Iris-virginica
+20,6.084342913528691,2.917174911162743,5.659052170263354,2.0225764281330147,Iris-virginica
+21,5.722813651775289,2.5375706952539767,5.005248615381166,1.655617315168978,Iris-versicolor
+22,7.175784023212612,3.1584231684190773,6.153046701569802,2.1929933075549997,Iris-virginica
+23,5.785167834321513,3.1715866687016945,1.1967891414990763,0.18087520878615776,Iris-setosa
+24,6.975707384757964,2.9304173327146397,4.880942863288259,1.953823605959185,Iris-virginica
+25,5.166946030267988,3.9020784604169716,1.3636541814567753,0.15686112484400705,Iris-setosa
+26,7.07185846456481,2.8344797643773774,5.855775686575041,2.2218798964748476,Iris-virginica
+27,4.468672677506664,3.0566278477587314,1.2009140747659937,0.1119243459824262,Iris-setosa
+28,7.065007733223562,3.1556977031058544,6.063534271902428,2.332874000682752,Iris-virginica
+29,5.02256927588766,2.4798927641666713,3.4079525131131323,1.0961919225174233,Iris-versicolor
+30,5.35404241406273,4.0265570210393395,1.4266679116935892,0.21717570616934542,Iris-setosa
+31,5.009436935263713,3.8080890956236084,1.4864210096250652,0.27992250432589316,Iris-setosa
+32,5.271214502319767,3.79834810401423,1.3736474472645424,0.27134417936200617,Iris-setosa
+33,5.8211382324445164,3.1662556597699045,4.55783610872307,1.6485933934425634,Iris-setosa
+34,5.482664757022587,3.6963259715893395,1.353336403781707,0.23136251174046427,Iris-setosa
+35,6.515966389806387,2.665913696239052,5.176519134592317,1.9984901272918285,Iris-virginica
+36,7.910079868448408,3.5001695528606565,6.7244667959528615,1.9143968751997236,Iris-virginica
+37,6.206138474268099,2.817365137286054,4.685846571790677,1.3886537021818843,Iris-versicolor
+38,7.192961236660432,3.019344549933616,5.709511240104273,2.114075327485422,Iris-virginica
+39,6.233117629221498,2.7289553391278414,4.79426731608212,1.6881115705446788,Iris-versicolor
+40,6.7064817923467634,3.528582215007475,5.471598007230903,2.425806415234561,Iris-virginica
+41,6.202056310118822,3.122051259077786,4.573708918507882,1.2824463695046053,Iris-versicolor
+42,5.554971660282893,2.5010160906599244,4.42901447101348,1.260975419576571,Iris-versicolor
+43,6.266789355425569,3.1140771828114757,4.900558937608534,1.8777807043443957,Iris-virginica
+44,4.386029615834199,2.8296120793544564,1.750376528392775,-0.09968076917492241,Iris-setosa
+45,5.043033360833979,3.072403718845034,1.5845977383911403,0.336211175900861,Iris-setosa
+46,4.988157301484583,3.4169838238788857,1.6297200924173818,0.377482121931476,Iris-setosa
+47,6.8767412844304685,2.914802695405639,5.5513740992047165,2.193371400964518,Iris-virginica
+48,6.543173195054297,2.715953782667176,5.406496545725479,1.670365574027392,Iris-virginica
+49,4.869210765645983,1.940881502987399,2.329257090143298,0.7913482428491602,Iris-versicolor
+50,6.222426918443443,2.989697074091017,4.471066650729688,1.4959956463841129,Iris-versicolor
+51,5.25106777903798,3.401077763559361,5.2072102699929985,2.116515382734874,Iris-virginica
+52,6.4074593686697305,3.015279033899595,5.071497138799131,1.2976009214435842,Iris-virginica
+53,6.134845425067846,2.843662223663411,4.228710036643467,1.4759126633969062,Iris-versicolor
+54,5.220049142439623,3.2856169376877453,1.839388696781822,0.4451711265824137,Iris-setosa
+55,6.664939596778431,2.939159119698933,4.457500897464142,1.4288933164204103,Iris-versicolor
+56,7.500631618608589,2.77169523019295,5.368864099016018,2.071380963117833,Iris-virginica
+57,6.512797050293446,2.23245597745089,4.723304349561986,1.4702759235818328,Iris-versicolor
+58,4.923354441916432,3.26027193865664,1.5406921968021732,1.169904367074771,Iris-setosa
+59,4.878514927830288,3.1754853417085505,1.6074261530400116,0.23950898359716585,Iris-setosa
+60,6.031298672221951,2.608826396825129,4.3282122475867695,1.3912735224703485,Iris-versicolor
+61,6.754592941155889,2.788815396378104,5.90189782339992,2.227541883587369,Iris-virginica
+62,4.98273120014293,3.1555320175686967,1.4754428437191927,0.20445907479330294,Iris-setosa
+63,5.940457164857007,3.0363268733444055,4.450360364250238,1.5858893329285957,Iris-versicolor
+64,4.834673070813502,3.9280933279526002,1.629384383859853,0.4655509410568457,Iris-setosa
+65,5.164451197369141,3.8315033118557236,1.5294014536404752,0.1911557054266977,Iris-setosa
+66,6.246660099505577,3.166681429638573,5.058592210040634,1.334491977670724,Iris-versicolor
+67,5.170205791927969,2.9903094395370586,4.3990758018347,1.4557345681070009,Iris-versicolor
+68,5.467302887494018,2.4157049320420176,3.8598441806709243,1.2220002715441658,Iris-versicolor
+69,4.290747839929195,3.387168477224371,0.9137740440500064,0.15413289856528856,Iris-setosa
+70,5.247187385909119,3.2869954164355204,1.9121424632637696,0.34445254200468856,Iris-setosa
+71,4.95501142360585,3.290016342332507,1.3098065071944285,0.22989371005833953,Iris-setosa
+72,6.660790776130937,2.8116252376055275,5.844832070685105,2.1849748026919684,Iris-virginica
+73,6.9298202865053415,3.441658081110302,5.4891533397834955,2.5435148351177914,Iris-virginica
+74,6.34487692977485,2.8943247522773494,4.498417735899531,1.4888940888512328,Iris-versicolor
+75,5.793551874115113,3.21536478699249,5.099033632633747,2.117194935838858,Iris-virginica
+76,5.8655540919709575,3.055942096379886,4.7431177737030055,1.7013788814181503,Iris-versicolor
+77,5.520543758417506,2.9545137063410554,5.070019684255113,1.8526189847105368,Iris-virginica
+78,5.043757524596396,3.2079683724713233,4.473401878154609,1.1081691189751588,Iris-versicolor
+79,4.821483243077861,3.4693109932688824,1.5803001768423317,0.3469650546290937,Iris-setosa
+80,5.500363919437413,3.32323087839155,1.7518229048976772,0.28659443903133375,Iris-setosa
+81,6.818694366997608,3.312770592187839,4.819799393631236,1.6589351982397686,Iris-versicolor
+82,4.472365548054723,3.429671168460521,1.5899903149234105,0.4449251262549465,Iris-setosa
+83,6.838275354398461,3.1093681032428155,5.983666622523689,2.284847938674063,Iris-virginica
+84,6.839246861956905,2.7137147539991475,5.314398442950863,2.0621141287747466,Iris-virginica
+85,5.260680329108891,2.1650697835262687,4.7516520504866975,1.2920259362930877,Iris-versicolor
+86,5.458494605903812,2.5700670222405546,3.303752846841565,1.1639252191713485,Iris-versicolor
+87,6.823653570458302,2.826913786865726,5.547584574066141,1.9745951715112786,Iris-virginica
+88,5.052576441674977,3.269735055616326,1.6049560251246038,0.24274142257069362,Iris-setosa
+89,4.575233699394209,3.0294193507735665,1.4734203973261644,0.19850917652121247,Iris-setosa
+90,6.221181000169951,2.3813657324727133,3.8847824705926812,1.1476606061576562,Iris-versicolor
+91,6.579796288218853,3.4215871038692334,5.406604610757639,2.308279515929871,Iris-virginica
+92,5.586841067684253,3.76352147483512,1.7792768188111965,0.44569787427896046,Iris-setosa
+93,6.975184100091536,2.8618905970497557,6.0673717382615076,2.3099284432998903,Iris-virginica
+94,6.879997422689508,2.9010324319336345,5.256712209821274,1.9304739938756799,Iris-virginica
+95,4.742833127048459,3.1455164331766565,1.5585352404680881,0.2696736742253272,Iris-setosa
+96,5.161821237554886,3.4778858498961496,1.5069604695560617,0.2582423371832375,Iris-setosa
+97,5.89523366719117,2.599408885654004,4.651904131913657,1.4402268686632373,Iris-versicolor
+98,4.969253733641952,3.317991777397616,1.484893942570191,0.09705349116388351,Iris-setosa
+99,6.31167759101687,3.3829050977853377,5.407109848561435,2.2564095326162654,Iris-virginica
+100,5.229596955048654,2.9995569627931298,5.128479708032972,1.6737167663800387,Iris-virginica
+101,5.496854051301522,2.884894014763142,4.652557170738762,1.3996030577420342,Iris-versicolor
+102,6.23680519024273,2.09424629939892,5.378575873416624,1.85424902855037,Iris-virginica
+103,5.460599861996179,2.6190423259069426,4.168082015094097,1.2322434368820416,Iris-versicolor
+104,6.0743915416108285,2.7898408641050976,4.648014213219599,1.1850939685120494,Iris-versicolor
+105,5.7091805712476065,2.591730934626173,3.4796480098469686,1.3873548835676213,Iris-versicolor
+106,6.188512352972075,2.622855235580519,5.253013154545032,1.587631694115467,Iris-versicolor
+107,5.167205608987314,3.361991115432316,1.4255799870147692,0.131963126433533,Iris-setosa
+108,4.7045844208719325,3.1712737738421017,1.5829613512888603,0.20375972120782143,Iris-setosa
+109,4.941379824124616,3.1820135038178816,1.5415788620435522,0.36297743027831275,Iris-setosa
+110,4.886806187288031,2.994046601890341,1.3084094167150961,0.1883463273625124,Iris-setosa
+111,6.108636638293621,3.4439593228180048,5.4717490665270425,2.553262168100625,Iris-virginica
+112,7.428938720379973,2.8943804996009557,5.027343314497369,2.0972522549856474,Iris-virginica
+113,5.757502397612843,2.8580221994930803,3.9470807408844175,1.2361322005136295,Iris-versicolor
+114,6.035300512245998,2.7041525960359705,4.202720225068478,1.5095404400924513,Iris-versicolor
+115,6.021626375811042,2.609951938933881,4.910447182322125,1.1708984729798175,Iris-versicolor
+116,5.315504294439857,3.167767936031336,5.500814074318468,2.171690398092689,Iris-virginica
+117,5.138147588897273,3.0302695482461077,1.7045301516050366,0.25189821237911,Iris-setosa
+118,5.2096995130225,3.0396979529745214,1.6290386952199056,0.38248318432353334,Iris-setosa
+119,5.3238847089389125,2.7212117072917232,4.204378396276615,1.126326375464012,Iris-versicolor

iris/tvae/0/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.774183007150869,2.9051983926157354,4.905540079019687,1.3079043678541655,Iris-versicolor
+1,4.839687876376596,3.0644519859949155,1.5019759322892727,0.20807643619475863,Iris-setosa
+2,4.951674136779479,3.0830077060054055,1.4870940610118095,0.16040484499829394,Iris-setosa
+3,5.397032798484,2.921790269476152,4.779209204589864,1.9197524135108335,Iris-versicolor
+4,4.856079321068571,3.283022569123079,1.2893937508796252,0.1902974997411641,Iris-setosa
+5,6.029895017504936,2.8032725786896293,4.293439467416169,1.3843836849361528,Iris-versicolor
+6,7.308002822763046,3.2917668654014,6.066957245964679,2.276930345524911,Iris-virginica
+7,6.533797177180112,2.9758218714480202,4.790935902137119,1.6252299473892675,Iris-versicolor
+8,6.2434015169489285,3.031569049652763,4.375992009324933,1.2643711281825596,Iris-versicolor
+9,6.420920150674572,3.0924050965776133,5.190968033030239,2.0622685940744065,Iris-virginica
+10,4.649870447457927,2.972975794584246,1.4138670442151993,0.17478058544130948,Iris-setosa
+11,4.85586028972721,3.701271097448519,1.563407337076222,0.331396099953296,Iris-setosa
+12,6.742364054810984,3.0730120448712954,4.920480683711053,1.5083726117761123,Iris-virginica
+13,5.3049889863795165,2.9516598719841136,5.183879652749862,1.8107353458991227,Iris-virginica
+14,5.0560738613071345,3.7384982392114496,1.638817466501371,0.3093937268059978,Iris-setosa
+15,4.469627849006997,3.2555532604585227,1.4012236859089189,0.23398820153961092,Iris-setosa
+16,8.411928586270337,4.239931763398377,6.885821425301296,2.357967479736544,Iris-virginica
+17,6.814823853120357,2.999834965145512,4.463235108480775,1.3747321147570621,Iris-versicolor
+18,7.191042999973533,3.6837409692519403,6.086751222921553,2.1357148881172123,Iris-virginica
+19,6.282921685547742,2.9311764084797463,5.088426260388395,1.7130960337192165,Iris-versicolor
+20,7.109095373045683,2.5877656810896954,5.536806067933269,2.2140272519107094,Iris-virginica
+21,6.205419518239916,2.9985454064234953,4.929768118674253,1.6285683941587434,Iris-versicolor
+22,6.858925971793731,2.8410881511156743,5.969339628866845,1.9350810874591742,Iris-virginica
+23,5.166947514919834,3.35737399152133,1.170718423380376,0.11432196926813754,Iris-setosa
+24,7.063151808285681,2.689938908248556,5.739503714234873,2.052250964739045,Iris-virginica
+25,6.92413165308515,3.3211819869862067,5.844004565849681,2.083960567263466,Iris-virginica
+26,7.413121644085131,3.4513725792283467,6.295159222755648,2.5411772246016735,Iris-virginica
+27,5.955134333108674,2.910927615307858,4.452466633499925,1.3926496431758553,Iris-versicolor
+28,5.009206687214023,3.466428608594086,1.3920409252588697,0.14624407016667657,Iris-setosa
+29,4.721523091997573,3.1843338946202553,1.6963158949565567,0.8050458827632796,Iris-setosa
+30,5.413760124486059,3.987917274544202,2.018584737379105,0.5835615874012163,Iris-setosa
+31,6.203884347223132,3.090655760086726,4.723517343279923,1.5806043717297564,Iris-versicolor
+32,5.694930592235572,3.135752878551629,1.3312713980897732,1.2000655315557178,Iris-setosa
+33,4.910907975538521,3.1149708468568598,1.3546957197076677,0.28918477768127804,Iris-setosa
+34,6.925617930154537,2.953806933928335,5.925896658709222,2.201160999169493,Iris-virginica
+35,5.7336780405820384,2.7224900673557797,4.013430329150106,1.251555978224915,Iris-versicolor
+36,4.8992054481746,3.13822383905461,1.36665213920397,0.30788244140572224,Iris-setosa
+37,4.9385227480317315,3.4240821727042565,1.3111479529342267,0.1863975930600255,Iris-setosa
+38,6.164156772909895,3.1146233017631,5.429240691835632,2.413059508956839,Iris-virginica
+39,6.583618707626007,3.0367867910382857,4.359194595612616,1.5951699747659447,Iris-versicolor
+40,6.30643081165537,3.0414911113847025,4.771559538755347,1.8584180450603234,Iris-versicolor
+41,5.270821926778392,2.907042681283582,4.113323503489556,1.4703107224208491,Iris-versicolor
+42,6.466197906431357,2.9248923755070013,4.973735086115542,1.8414479986364016,Iris-virginica
+43,6.439123768417092,2.3292572508878195,5.592855081766087,1.7600135275462343,Iris-virginica
+44,6.7012459305026155,3.178208989709331,4.560630503508829,1.5346749970719027,Iris-versicolor
+45,4.827859007710739,3.365814263265099,1.6019624809728814,0.20291802294547936,Iris-setosa
+46,5.25898432205309,4.033416459894492,1.3858799411365452,0.1619721649775442,Iris-setosa
+47,6.550262680317055,3.039336201040666,4.957009093620789,1.7789719523351573,Iris-virginica
+48,5.3514235164747275,2.701598533946585,4.404755441167676,1.408075269875881,Iris-versicolor
+49,6.090560914682339,3.1218356190513816,4.864433167191792,1.411141564184839,Iris-versicolor
+50,8.30111494774442,2.862481924727112,6.7589023403622,2.0878441740458498,Iris-virginica
+51,6.291636731701843,2.749092343752764,4.8335414761952125,1.2541529225382617,Iris-versicolor
+52,5.231798063763624,3.567749918747015,1.2849599545179844,0.28923169958527545,Iris-setosa
+53,5.178697621197082,3.329543980011086,1.7759283393032974,0.47753311336425847,Iris-setosa
+54,5.128510111029416,3.3118837358190416,1.5602299079762332,0.2824969487018444,Iris-setosa
+55,5.0522098767132695,3.4862240582518034,1.3481927053478253,0.11740300511049365,Iris-setosa
+56,6.442851035160598,2.8463204211945365,3.7646603034465267,1.278259601241107,Iris-versicolor
+57,6.22895954070498,3.201270155549574,5.668930782904677,1.7154215024267248,Iris-virginica
+58,6.10478931080848,2.3006351316575224,4.262258009437886,1.6234308239475663,Iris-versicolor
+59,6.767906540975562,3.4767302406524667,5.68431014664135,2.381457210796577,Iris-virginica
+60,4.906579716890552,3.4669794848217323,1.457850223204009,0.30038174632912457,Iris-setosa
+61,5.072568218182279,3.3479558194644605,1.6147329918146585,0.6711202749036244,Iris-setosa
+62,5.712127128248385,2.7654613189133657,4.282494715291732,1.1531136753996183,Iris-versicolor
+63,5.242737827169266,3.1730578518687245,1.5617208871045998,0.40209777053104934,Iris-setosa
+64,6.6983100888954,3.171780388518491,4.353449731285174,1.417837503737771,Iris-versicolor
+65,4.8437821835896555,3.212335262547727,1.5667117613636008,0.2586792615910691,Iris-setosa
+66,6.402607939507308,2.614823428938997,5.228791404705832,2.20332046067017,Iris-virginica
+67,7.207177075738711,2.971539703961772,4.943538672312924,1.8536679702902064,Iris-virginica
+68,5.985707311099588,2.5262623783166385,5.205070424272641,1.289940954060439,Iris-virginica
+69,6.555869770724849,2.6238754025908126,5.4668909019069325,1.8088575765503447,Iris-virginica
+70,6.718617480855448,2.938482036627678,4.821350904308122,1.5473858813340928,Iris-versicolor
+71,5.2494243126891,3.5011228178936626,1.4857129641948736,0.23794955960937164,Iris-setosa
+72,6.1085395587069105,2.379042290689489,3.7758027385988004,0.8767927335230332,Iris-versicolor
+73,4.443961715680619,2.944633252156258,1.1954570728420237,0.022858154308631112,Iris-setosa
+74,5.11164889534444,3.1877611924346367,1.3831868950195008,0.16701901787750695,Iris-setosa
+75,5.461333590078823,3.5423252015058035,1.3545126384263813,0.23266412445796458,Iris-setosa
+76,5.356667856984181,3.072768908277731,1.4598441874597492,0.37847695055505987,Iris-setosa
+77,6.335240239376243,2.963611455779148,5.071842694168572,1.7099330902199725,Iris-virginica
+78,6.439941246314839,2.8774320454644133,5.142740919373962,2.2198384066653425,Iris-virginica
+79,7.209203091389519,3.5693529653730054,6.89262517552862,1.876893167418465,Iris-virginica
+80,6.549185567343254,3.5592375934680067,5.858481238712695,2.095852458628248,Iris-virginica
+81,5.832226803785657,3.3635011477210712,4.180225946136297,1.534791446119892,Iris-versicolor
+82,5.361291819406228,3.3444996640639135,1.4367816978338483,0.2692631915314392,Iris-setosa
+83,7.310230696143985,2.880358797824945,4.864240295945574,1.780128062468252,Iris-virginica
+84,6.024641466715693,3.081136113946247,4.874855679719382,1.7577369625443133,Iris-versicolor
+85,5.675873145053814,2.675042608359497,4.205062329939472,1.5317853899848743,Iris-versicolor
+86,4.371201233488517,2.9805467268976633,1.6029679981022469,0.03945646557979582,Iris-setosa
+87,7.0865390155778165,3.47764684636772,5.969743557493924,2.314802781338743,Iris-virginica
+88,4.6265460096563205,3.1465208832499707,1.489803083845019,0.18382499682403464,Iris-setosa
+89,5.865804954025813,3.0358810625692136,4.747982462682275,1.5033769858230264,Iris-versicolor
+90,8.279025821022106,3.9965515711759956,6.523131584881416,1.989759950410728,Iris-virginica
+91,6.241642238141966,3.3275783313009604,4.410613429928015,1.5907280778640114,Iris-versicolor
+92,5.260074589871867,3.4002156157669714,1.5376166733673025,0.7460402382145933,Iris-setosa
+93,5.924181849802231,3.1808893191269476,4.571892974320374,1.571317974038266,Iris-versicolor
+94,4.888217686075324,3.3485138819376985,1.5028797728971144,0.24553865020735985,Iris-setosa
+95,5.2304634966995245,3.75709673314092,1.6403925693850865,0.27043369061818423,Iris-setosa
+96,5.444416870682146,3.7082948156261475,1.4573159408768666,0.42598973070999685,Iris-setosa
+97,4.668515161868234,3.335556682444677,1.5935842543723413,0.21857174449203498,Iris-setosa
+98,6.643356279880974,3.147054960308692,4.570002442910037,1.5475057522317355,Iris-versicolor
+99,4.582994681820392,2.8359867419885196,1.6600722201418323,0.048640763572677354,Iris-setosa
+100,6.559824003072405,3.2044825824831467,4.445526987221505,1.3805047575802698,Iris-versicolor
+101,6.634064921200229,2.502717510911652,5.123391706450424,1.5364347057523229,Iris-virginica
+102,5.563666579520211,2.132649953968601,4.41547530970991,1.4640467171705553,Iris-versicolor
+103,6.410131443586343,3.0245784799954563,5.603450570274301,2.214244760169607,Iris-virginica
+104,5.319307824406103,3.1427228194579833,1.7168967466076968,0.21364435030505616,Iris-setosa
+105,4.9235187708476635,3.3974291218068435,1.1607726485190222,0.10511781496428343,Iris-setosa
+106,5.2817316853908505,3.361258167187967,1.4075427283449815,0.2720093444558695,Iris-setosa
+107,7.320848012800203,2.990081396209802,5.023204920484454,2.275225432919468,Iris-virginica
+108,5.296176908677472,3.6369314196607188,1.6931474875697945,0.4744794980353034,Iris-setosa
+109,5.07439903552411,2.3095599634876436,3.082907883301389,1.0950569341271235,Iris-versicolor
+110,6.4196792426970495,3.2003757352092865,1.534144284109043,1.3786404811115602,Iris-setosa
+111,5.6772262314242194,2.929504888117432,4.656737593997651,1.6044776250223456,Iris-versicolor
+112,4.650372522603549,3.3368465142449977,1.675383797388428,0.24329483065598012,Iris-setosa
+113,6.379869978557696,2.3118778840173544,4.539916805539994,1.1696483511546973,Iris-versicolor
+114,5.66245207261038,2.1971575654964544,3.238769992356029,0.8861818439707703,Iris-versicolor
+115,6.699464337060054,2.4089666425084952,5.3987002130720185,2.0631917810718607,Iris-virginica
+116,5.52602471815931,3.052860779839508,5.372391253757471,1.9730910016528207,Iris-virginica
+117,5.648103744999924,2.4919952929394054,3.436127045953685,1.0418344222965241,Iris-versicolor
+118,6.814006278208413,3.082624004371841,4.884493566228164,1.724290130689733,Iris-virginica
+119,5.934821529898855,1.9197793994925412,4.2339102081830715,1.1495660990324335,Iris-versicolor

iris/tvae/0/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.753896778887047,3.2953735709053427,1.4935336979849563,0.11118563737685164,Iris-setosa
+1,6.343558812849265,2.9139319180305296,4.803940854378852,2.044790516066286,Iris-virginica
+2,5.143965020324542,3.1161180284909755,1.1856291983785603,0.27100576209147204,Iris-setosa
+3,4.604200059519272,3.376469983558101,1.493516702922642,0.15800574703086248,Iris-setosa
+4,5.643419512216228,2.8580399349692884,5.165023824594547,1.8714713389808222,Iris-virginica
+5,6.069725129868667,3.020940906481687,4.732796407973521,2.045828739517963,Iris-virginica
+6,5.228890166009001,2.651402035227854,4.24065435833415,1.3611322879281826,Iris-versicolor
+7,6.499508563392646,2.5942866494331978,5.232119121617012,1.820881961334257,Iris-virginica
+8,4.93815177390187,3.340066287889494,1.43607077694623,0.19501942529271535,Iris-setosa
+9,7.258583355303283,3.0948797305115465,4.4200784309595615,1.4320166827716434,Iris-versicolor
+10,6.555218534728279,3.026524594024988,6.021247686130547,2.364068262092911,Iris-virginica
+11,4.903455845039428,3.0262716133519736,1.4390471864534335,0.18459212226434957,Iris-setosa
+12,6.692205559778577,3.070981165795461,4.49970167994756,1.406159487094134,Iris-versicolor
+13,5.936145431675017,3.037844030032117,4.524529977312234,1.5295012839770612,Iris-versicolor
+14,6.993237148207288,2.6948772492135054,4.9086660919138865,1.6764978261641639,Iris-virginica
+15,5.506522484009688,2.218499844442839,2.8553402682653415,0.6661513549667475,Iris-versicolor
+16,8.446233884352589,3.842645913409013,6.518556554267438,1.9801914722394323,Iris-virginica
+17,6.077495104141154,2.990348959547133,4.439098482659964,1.4413152393878572,Iris-versicolor
+18,5.214981920895967,2.998393490877346,5.167317190814165,1.8177941603744516,Iris-virginica
+19,6.929246592999401,2.493637229203886,5.2015211358144,1.8387615069361876,Iris-virginica
+20,6.890048232559719,3.493376575784432,5.844548097485235,2.294968313426472,Iris-virginica
+21,5.1099905296743104,3.4760767578605365,1.6879055935179639,0.48816679601170987,Iris-setosa
+22,6.489817793966281,2.782927327931532,4.3984984410891474,1.6232500624096522,Iris-versicolor
+23,5.56713519813713,2.4507718773170506,3.462375591821247,1.0601529321064591,Iris-versicolor
+24,4.916641504351902,3.8911537646015324,1.3476128019899327,0.18643441797507815,Iris-setosa
+25,5.780635862474442,3.0718902236423467,5.252161690774898,1.942731917085547,Iris-virginica
+26,5.089095719404291,2.4702405821982536,3.98556678734153,1.089141833871997,Iris-versicolor
+27,5.749688920434184,2.928293074434093,5.12285640219186,1.8750773059279198,Iris-virginica
+28,4.371054444732395,3.325257469395795,1.2443695607920924,0.23570966675841357,Iris-setosa
+29,5.972855699009209,3.079802656199955,4.492713664561556,1.2562861515252464,Iris-versicolor
+30,6.850084726709372,2.9053171394378348,6.332115245711643,2.2989232382875535,Iris-virginica
+31,5.752079285915166,2.6469989013703157,3.977806982867941,1.0581255928587878,Iris-versicolor
+32,5.362255055506476,3.7582285099564685,1.1047424683468456,0.23645039691010328,Iris-setosa
+33,5.3005561372891155,3.081585390591375,1.4605366635241808,0.10179628416113382,Iris-setosa
+34,4.370215458553103,2.8993215105551737,1.6168435841803688,0.10459425241013834,Iris-setosa
+35,6.455536977275659,2.8108281526214935,5.271170192788385,1.9452135230566936,Iris-virginica
+36,6.231282176430366,3.0491365689785273,5.07737151826156,2.0072497829270075,Iris-virginica
+37,5.95661994391388,3.18564705777817,4.784278695752253,1.4759952215976226,Iris-versicolor
+38,5.982166338808165,2.2820685225950808,4.380980898787158,1.1435652842397672,Iris-versicolor
+39,4.7384932645455065,3.4566881893804546,1.4241721050021074,0.18847555249540066,Iris-setosa
+40,5.070088531230317,2.6929140024240055,3.773335225141498,1.2782386114863942,Iris-versicolor
+41,8.19741427928765,2.777928350272175,7.233312456523386,2.228186635639628,Iris-virginica
+42,6.04321629281867,3.1659935730861717,1.4296879275163066,0.23691876780326693,Iris-setosa
+43,5.41144860464215,2.7853228611308145,5.146089752518071,1.78913793147984,Iris-virginica
+44,6.267485950732234,2.94811720807387,4.45077164932784,1.6054019768062633,Iris-versicolor
+45,5.32681635936599,3.239866335140801,4.9660751681289925,1.904822648848764,Iris-virginica
+46,6.276124398966521,3.2453737927096338,4.4088334128666755,1.8147621034944006,Iris-versicolor
+47,5.8592681364127825,3.7945118856188005,1.3758137379846251,0.16475747473370042,Iris-setosa
+48,5.0805848923097425,3.3251263477407216,5.311375621870983,2.531726951698745,Iris-virginica
+49,4.846475778505971,2.0450503834527254,2.771645135918404,0.772992144974466,Iris-versicolor
+50,5.386510468279173,2.913721177608974,4.916606206519472,2.2941011986632804,Iris-virginica
+51,6.172507517350534,2.739051053388362,3.9864232885271074,1.25420052035518,Iris-versicolor
+52,5.093459994817964,3.1254173834952304,5.358684816514954,2.0542084458480607,Iris-virginica
+53,5.354478770774418,3.165947053853368,1.4125500794483687,0.19558917614468202,Iris-setosa
+54,6.736475831089745,2.331826018866462,5.2396223725409286,1.4035148782401456,Iris-virginica
+55,6.258410281575601,2.907840442029984,4.680503007565791,1.5805767829660458,Iris-versicolor
+56,6.444504144907807,3.1709982036691917,4.453487947286079,1.5671261195890018,Iris-versicolor
+57,6.408943639933742,3.1139708525860645,5.574422941255553,2.295318909956457,Iris-virginica
+58,6.745358616433335,2.7072143049086255,5.784828669983758,1.8831477554115381,Iris-virginica
+59,5.552298928444287,2.3399475309516995,3.3022608165097034,0.8107523902314117,Iris-versicolor
+60,4.837922937356277,3.161503982588731,1.4609772642722854,0.12097998144135785,Iris-setosa
+61,5.491440014165185,3.073996364052603,5.4892539304946375,2.1288759304166596,Iris-virginica
+62,6.412611287988875,3.004268561437224,4.804109445577033,1.9114633548827809,Iris-versicolor
+63,7.038848530582825,2.8745362891747828,5.32168313576587,1.8925066185163233,Iris-virginica
+64,5.3481661717044,3.1016603968217655,1.7639909812711214,0.39922109929631266,Iris-setosa
+65,4.904170478119592,3.05298500463872,1.5594455266135892,0.11646905903138613,Iris-setosa
+66,5.5032854420966695,2.633558173352632,4.6648179253965285,1.2655645365554533,Iris-versicolor
+67,5.27908598668347,3.371877796376638,1.7232890971735086,0.34706326174230917,Iris-setosa
+68,5.294298427545272,2.988017938719073,1.6269791828937017,0.12710195824618528,Iris-setosa
+69,4.894200500908721,3.6193849859147926,1.5545013424990604,0.29841123012888854,Iris-setosa
+70,5.314043330717537,1.8488328024305276,3.492796190815188,1.1608894457932513,Iris-versicolor
+71,6.508751867080831,2.064904753546575,4.938215621058579,1.591088498007543,Iris-virginica
+72,5.304242177147861,3.2009261594137546,1.5221939797977886,0.22554333855931924,Iris-setosa
+73,5.838915606218459,2.6535558213151664,5.105958773087878,1.9500598018593962,Iris-virginica
+74,6.913791732176975,3.053180131460608,4.675465986351376,1.7570480234368235,Iris-versicolor
+75,7.5479266871484185,2.745116998945759,5.891111334706091,2.1484164930766294,Iris-virginica
+76,7.21396968979877,3.5502971950337696,6.495568429236074,2.282769261570758,Iris-virginica
+77,5.989478585464135,2.829217717773341,4.594514188783947,1.3873045817064864,Iris-versicolor
+78,5.742529784715966,2.660994582995803,4.42505822572598,1.4412157801660928,Iris-versicolor
+79,6.12541302585315,2.911248786844114,4.55334245973354,1.4716754269489631,Iris-versicolor
+80,6.0789044981887885,3.0226651385245993,4.792428631299225,1.7438547807492915,Iris-virginica
+81,6.174086791410116,2.8225744207631815,5.157160814933665,1.9564961306236945,Iris-virginica
+82,5.867014482705304,2.780876527099302,4.265362900301517,1.2935102167016796,Iris-versicolor
+83,4.738726568409199,3.0345346482614466,1.4648089632177448,0.22860769172733755,Iris-setosa
+84,6.122191924143083,2.4514946516706932,4.174600359670057,1.0586881614619665,Iris-versicolor
+85,4.772876349011713,3.2300550381042603,1.5400411489065904,0.36202880172967306,Iris-setosa
+86,5.078831617465284,2.5256815635400938,4.042737396147806,1.2212623612418907,Iris-versicolor
+87,6.455189849546221,2.1432378284951015,5.308693081401436,1.5207871038160825,Iris-virginica
+88,4.596004357299847,3.45233408821279,1.3847183808870132,0.20716181183212212,Iris-setosa
+89,5.314066471155426,3.6293502374690014,1.550622968610957,0.264641706788246,Iris-setosa
+90,4.698485028026282,4.052915393048303,1.267730838143584,0.16593288694821423,Iris-setosa
+91,4.901841888772909,3.3235776412392637,4.453446026917452,1.2591841890967266,Iris-versicolor
+92,4.921927774403655,3.423030693478252,1.6223197406569372,0.3026675198851643,Iris-setosa
+93,6.735919866971795,2.6875555648703653,5.044112623001115,1.8611738449096695,Iris-virginica
+94,5.633020502125516,2.7514281266065748,4.664417589489185,0.7963958448225363,Iris-versicolor
+95,4.38231562093142,2.891267902864217,1.4966478337091071,0.21471567567779037,Iris-setosa
+96,5.265887507574485,3.202106650046217,1.8124988063580565,0.4376378854360061,Iris-setosa
+97,4.395847143337276,3.1177366089891283,1.567961792895337,0.1863847636484836,Iris-setosa
+98,5.568642129679564,2.650010295501173,4.13808572210591,1.2472024900365501,Iris-versicolor
+99,5.739402517045254,3.0819546695022617,1.4550194484782064,0.24135304748393566,Iris-setosa
+100,6.625608331155162,3.39021027750773,6.049300189506783,2.156736659357338,Iris-virginica
+101,6.076841688198049,3.1668544877478864,5.633341291478266,2.1606477471428653,Iris-virginica
+102,5.376894379149702,4.023966344699249,1.443156934352474,0.1980460977667987,Iris-setosa
+103,5.726866169851175,2.185759922848665,4.227205961663804,1.3576448392785443,Iris-versicolor
+104,4.972833500654723,3.5413948206330175,1.4820033887682638,0.16720458957190504,Iris-setosa
+105,5.440261348434086,2.8419357681131165,4.648617459036367,1.4795991550972425,Iris-versicolor
+106,5.498463524277763,2.6069000596847896,3.906463104689114,1.3425163776238798,Iris-versicolor
+107,6.3526052084458104,2.9043226980589614,5.584905427724453,1.954374360578679,Iris-virginica
+108,7.22336961832538,2.7362562029216937,4.60553972636952,1.045028099286003,Iris-versicolor
+109,5.01120738831467,3.228253081265629,1.6977300483162343,0.36229321636943346,Iris-setosa
+110,7.050462937652546,3.023578913599089,5.302410711930089,2.1892486760862333,Iris-virginica
+111,6.277638189976222,3.0745154133202806,4.396060457266923,1.5933885807530745,Iris-versicolor
+112,6.427524021671076,3.3048338102777732,4.919306598490212,1.625711494784643,Iris-versicolor
+113,6.794252869886787,2.886974531021288,5.031815420725001,1.7728925561743112,Iris-versicolor
+114,5.434694642658703,2.623133378981549,3.7726735827649396,1.1712692695927214,Iris-versicolor
+115,6.501023682255663,3.3967934049596273,5.396206823356732,2.3010572838997487,Iris-virginica
+116,4.733847770636546,3.5219682802513814,1.5695841533513062,0.1668594781945431,Iris-setosa
+117,5.521870685317119,3.183017277806806,1.4989642900917237,0.1527768339881767,Iris-setosa
+118,5.632149950245809,2.880664032291764,4.388385767089545,1.4216761662694632,Iris-versicolor
+119,4.351196488145166,2.9346782455126217,1.4247448883627922,0.21356582342099045,Iris-setosa

iris/tvae/0/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.305607306406059,3.042861270688458,5.02974653024541,1.7256972321965514,Iris-virginica
+1,7.517693902571475,3.1053759955516753,5.893636960239004,2.203674213328018,Iris-virginica
+2,6.141668237698768,3.1979957868587743,4.545154769254565,1.6467766120260234,Iris-versicolor
+3,5.647033589947018,2.858908258004953,4.370338151050105,1.588544041113955,Iris-versicolor
+4,6.851907816194966,3.0271897199606226,4.430820478401315,1.2280080949589265,Iris-versicolor
+5,6.801948626680957,3.241956409686348,5.366157728444186,2.381954128943448,Iris-virginica
+6,6.887216805224984,3.531072954695823,5.847618632081869,2.2721982099687748,Iris-virginica
+7,6.4471981636674895,2.9813385990324255,4.689731787393934,1.5037746679636452,Iris-versicolor
+8,6.364867236855375,2.6753162422252474,4.166270285750539,1.3018584967148632,Iris-versicolor
+9,6.133877616566171,3.1181616815380626,5.2595308644307535,2.1789316966320422,Iris-virginica
+10,5.91087046967812,2.7382897571150187,4.610609577380747,1.4192731481383174,Iris-versicolor
+11,4.908900311182633,3.6758049973591556,1.5144784272841953,0.19607030972402995,Iris-setosa
+12,6.71019162618779,2.919252962493789,4.644939753335765,1.6397214214383304,Iris-versicolor
+13,6.174394484908316,3.107207463906956,4.4820372134406385,1.4107202250071447,Iris-versicolor
+14,5.248749501311614,2.5340372151091164,3.7937438453522327,1.0894936978842054,Iris-versicolor
+15,5.179064417747919,3.2410613503931707,1.7156267229927045,0.5045666979747563,Iris-setosa
+16,6.390875482113312,2.8645529199337507,4.346957634624785,1.077062308625456,Iris-versicolor
+17,7.41192634606056,2.9851905991108842,5.887333652453888,2.214688124251208,Iris-virginica
+18,6.863514674866148,2.950544781572075,4.973517003723828,1.8919545564887836,Iris-virginica
+19,6.621122976048365,2.9267469086466344,5.440450663894693,1.919790048501685,Iris-virginica
+20,4.91029924415856,3.364746478889522,1.6403547441356943,0.44285318666407547,Iris-setosa
+21,5.582241292548561,3.139974592718672,5.466792343323316,1.9996411337179116,Iris-virginica
+22,5.263667907258337,3.1651235271164784,1.3642650358632102,0.1307695869578486,Iris-setosa
+23,4.421774936683857,3.1808121824023283,1.2318133800749989,0.11407512403663234,Iris-setosa
+24,5.742735796423173,3.4817620941550067,1.486268721764788,0.15360465584424227,Iris-setosa
+25,5.13278687772966,3.396138478303643,1.490845809400789,0.3133653563362639,Iris-setosa
+26,4.804308366657472,3.7040550223681032,1.2912290635033674,0.13884836802237366,Iris-setosa
+27,6.11208593159325,2.6574629669893666,4.071940172393188,1.366573982071066,Iris-versicolor
+28,5.424472887195321,3.6661256862498814,1.3925372585983664,0.3556007323930006,Iris-setosa
+29,5.559125564614828,2.8765945932017516,4.301825610675634,1.0909354556065387,Iris-versicolor
+30,5.266046360952057,3.089584922901065,5.075518785259422,1.763642490256431,Iris-virginica
+31,7.111290535119114,2.426257099811269,5.104975922185869,2.0499536910628855,Iris-virginica
+32,6.202349652291501,3.0861905280347055,4.947251590879892,1.7192470412902192,Iris-versicolor
+33,5.003372298938154,3.4685217243705107,1.434568587470666,0.17884435498396234,Iris-setosa
+34,6.431192431919738,3.1054528770836205,4.111464638920856,1.7820595650842064,Iris-versicolor
+35,5.844888612190568,2.676658994280215,3.948438881529252,1.0175044566225484,Iris-versicolor
+36,4.8400344197756775,3.2312920296967036,1.531804168670525,0.1938468771015182,Iris-setosa
+37,5.134312548293826,2.4866717506278113,4.109478776281592,1.3453649262429417,Iris-versicolor
+38,5.981153303643132,3.1361318835410303,4.797610436401235,1.7133990887342598,Iris-versicolor
+39,5.616584899453802,3.943996410407932,1.7616726961132463,0.34879256950891385,Iris-setosa
+40,4.568839149077092,3.176458396400735,1.3708661701984743,0.049991436188933785,Iris-setosa
+41,5.433951352647567,3.6879233989360025,1.5551453536631872,0.3327677397008791,Iris-setosa
+42,6.306846706532652,2.687623094954509,4.879547798421211,1.8143474172240506,Iris-versicolor
+43,7.796624018486838,3.257991241271939,6.66936630257569,2.269071011885566,Iris-virginica
+44,7.4330921398614835,2.7211845104786216,5.223795588983925,1.924149302560984,Iris-virginica
+45,4.911730680830411,3.5814169417304846,1.673191841799078,0.5019054280740476,Iris-setosa
+46,5.036644367348113,3.123746822058619,1.8890554575846477,0.2291100428160066,Iris-setosa
+47,4.5691189003058,3.2052587153533407,1.251613804040913,0.19153825834117955,Iris-setosa
+48,5.208475854230779,2.7371534077463515,4.20894812303299,1.3928569817722645,Iris-versicolor
+49,6.690763303778067,2.588219939437788,5.001947122686703,1.8068523270938233,Iris-virginica
+50,5.195065088458238,3.2096236343954403,1.5249016631292076,0.33434676074266156,Iris-setosa
+51,6.632877374889257,2.9267522424275625,5.220986601477518,1.684467103440382,Iris-virginica
+52,6.1945746964723485,2.9175779099433585,5.016863561526333,1.8668165482650791,Iris-versicolor
+53,5.078412246585986,3.700949954049454,1.4048192454917872,0.20845169141473088,Iris-setosa
+54,5.979691267991054,3.209492607407464,1.467122074894237,0.13462871047405076,Iris-setosa
+55,6.5436632361456155,2.4272659232214537,4.395636082523442,1.3585915508803583,Iris-versicolor
+56,6.586490348743707,2.9005334243022256,5.079569438139165,1.725245510066289,Iris-virginica
+57,4.820238367447711,3.0821546981957635,1.384470043068683,0.3198518800497434,Iris-setosa
+58,6.576563945584122,3.286258098520068,5.723324593410205,2.417248491671046,Iris-virginica
+59,6.576392584578011,3.088905665168015,5.43595412416433,2.175185567647757,Iris-virginica
+60,5.022810025694849,3.241484101349378,1.668781624469523,0.4966028495292849,Iris-setosa
+61,5.145611708366702,3.036287277267156,5.301952646112357,1.9178741506765862,Iris-virginica
+62,4.701518235739603,3.28908926080797,1.6786629501761465,0.38886795521706674,Iris-setosa
+63,4.961149629137086,3.158012082911615,1.644345395174447,0.381414849799716,Iris-setosa
+64,5.5673437636740815,2.914980323606487,4.916586782920969,1.7206268021194224,Iris-virginica
+65,5.515376206551417,3.407948469461552,1.4442876550569506,0.22150628065642453,Iris-setosa
+66,5.037167690246286,3.6537976997979076,1.336057649707896,0.24183390756989437,Iris-setosa
+67,5.3717968491076284,2.9091940909571403,4.245698431337552,1.528558318500079,Iris-versicolor
+68,6.75756210126141,2.8877566006551927,4.735068223581578,1.7517026768902142,Iris-virginica
+69,6.316994927167706,2.4188807917113198,4.044084132679879,1.1724778037777313,Iris-versicolor
+70,6.054746963959454,3.025073426429084,4.384284745155143,1.4630952537477588,Iris-versicolor
+71,5.463419225447883,2.4834316481511616,3.591437894232012,0.8995243420672775,Iris-versicolor
+72,4.625109931560095,3.3855427757639402,1.3266571929920297,0.0625202232877887,Iris-setosa
+73,6.571713661770519,2.9892914977428156,5.306961702341638,1.6021128541616014,Iris-versicolor
+74,4.7260274442089205,2.908882117886775,1.613844445434742,0.19441462766535886,Iris-setosa
+75,6.280006255903683,2.7163432411377713,4.258516600573368,1.4842414071142667,Iris-versicolor
+76,4.849820732232848,3.101567050757467,1.520642342483017,0.19406777669521286,Iris-setosa
+77,5.486128050373596,4.271114930070191,1.420047152169441,0.19030038385274686,Iris-setosa
+78,6.137660172090347,2.9050717575540665,4.14152610275275,1.4739662215521596,Iris-versicolor
+79,6.429009730034373,2.3396508697582785,5.183423073227372,1.7739817218387905,Iris-virginica
+80,5.377337692834173,3.2097647590211267,1.7746070187277032,0.2804017731798134,Iris-setosa
+81,4.7132991393278045,3.478021245355327,1.4450695983759685,0.2603256333161531,Iris-setosa
+82,5.201769998539994,2.170894142475384,3.9287033891978234,1.1511448449714012,Iris-versicolor
+83,4.986103746454982,3.2121932977791348,1.5342919228352674,0.150509254920136,Iris-setosa
+84,5.706774759400404,2.1944588079539993,3.6822041996024772,0.9573640370635886,Iris-versicolor
+85,6.112609064610629,3.2306147267152543,4.206013001432082,1.280765213453372,Iris-versicolor
+86,5.640991234363112,2.8972926416417106,4.923684402267623,1.6264333292316269,Iris-versicolor
+87,6.646973165429713,2.820182442085488,4.6483755919614,1.4910453243054957,Iris-versicolor
+88,6.879713575164633,2.8589021338159917,4.884239672226079,1.922582173059529,Iris-virginica
+89,4.942643618466187,3.250249784824528,1.278028486371235,0.009814651570436705,Iris-setosa
+90,4.638772005390758,3.126855882169074,1.4956535733246232,1.3345872765730822,Iris-setosa
+91,5.205750721680862,3.2159142948013746,1.4391827556258832,0.2907207717815722,Iris-setosa
+92,6.978444215522692,2.960071626551238,4.656213705647218,1.5862626477062682,Iris-versicolor
+93,6.964327607726698,2.9479059843524626,5.015234312618293,1.8269020991819271,Iris-virginica
+94,5.203464928695889,3.3229409278503033,1.3133679825666984,0.16648160241949989,Iris-setosa
+95,6.377837231561273,2.8456058123325874,5.118965732871593,2.0544055472222325,Iris-virginica
+96,5.562526323348638,3.04911067713301,5.237801295225989,2.044211286109216,Iris-virginica
+97,6.332218258445677,3.3085021614277266,5.595657350496262,2.19480887943587,Iris-virginica
+98,4.9767614836034335,2.8571275124769855,5.0211976822756,1.4163661773010876,Iris-virginica
+99,6.302648973576196,3.2369670259242778,4.513250009794057,1.6063449406173946,Iris-versicolor
+100,4.440798407995121,3.055027109890852,1.5993268524577007,0.20842821675813572,Iris-setosa
+101,5.927366379460668,2.866069414008044,4.667365756030419,1.5369667566883463,Iris-versicolor
+102,4.992738678443252,3.463310881844024,5.402948311023133,2.4002287030913765,Iris-virginica
+103,4.592261286357691,3.094090513779487,1.4071937261097605,0.1895522170129545,Iris-setosa
+104,4.976418125762723,3.334633192214482,1.3402433758399233,0.3849531935033439,Iris-setosa
+105,5.251612862793871,3.5836472822712584,1.4941892615877226,0.18558450705454027,Iris-setosa
+106,5.633083879885568,2.47452208544438,4.77748936260522,1.4949824471606847,Iris-versicolor
+107,5.759383565479552,2.233547675718359,4.002923933576789,1.1801379437153274,Iris-versicolor
+108,6.0207612574280756,2.596799359464798,5.264060694520284,2.1285712836968385,Iris-virginica
+109,6.264548571790546,2.308887642238779,5.281258206997822,1.5463762396025797,Iris-virginica
+110,5.170109836241535,3.6716961881803605,1.4014325658240545,0.2611386333614022,Iris-setosa
+111,5.006742051670781,3.1183708558830707,1.2907393149037998,1.3926550326980678,Iris-setosa
+112,5.842773625333037,2.630415012056761,3.9879795930615245,1.3633257343083693,Iris-versicolor
+113,5.741897032740619,3.568422683783046,1.3925277003970864,0.10401028262722722,Iris-setosa
+114,5.170040210018474,4.068817473969351,1.3374500282606094,0.1602753598550394,Iris-setosa
+115,6.35943065601964,2.4150454619724853,5.513114583496899,1.8508820028268032,Iris-virginica
+116,5.916798081052815,2.8818026729281363,4.63453277718465,1.3981547077462588,Iris-versicolor
+117,6.5698613772022565,3.2250402520299217,4.866317746994806,1.3232122550068932,Iris-versicolor
+118,5.009763416226954,3.5221281922380556,1.6065736199925906,0.3647210959969349,Iris-setosa
+119,6.618924076910824,2.6794791072372117,4.57901250612184,1.7602375015131484,Iris-versicolor

iris/tvae/0/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.284955182667736,3.7730229089806278,1.6318268148105184,0.45197963368941846,Iris-setosa
+1,4.967625873112379,3.4695785555508274,1.623538359739532,0.470085769319026,Iris-setosa
+2,5.135640330458347,3.6286877422098085,1.5731399283317167,0.28230519604520876,Iris-setosa
+3,5.328931226725485,3.0715541695041755,4.5927004668787355,1.909719928597664,Iris-virginica
+4,4.646636909106579,2.9640451956650473,1.6917768534472644,0.20530129973228808,Iris-setosa
+5,5.4232782201870195,2.9309625073922634,1.463362454710297,0.02976507631719097,Iris-setosa
+6,4.861228955119535,3.342839446737865,1.7194334573580057,0.32339652267196406,Iris-setosa
+7,5.5323684076942135,3.8910594229178446,1.3357363478771211,0.15168758955266115,Iris-setosa
+8,4.85462165393841,3.278239431665539,1.2450834411056213,0.13391456402597246,Iris-setosa
+9,5.217132469266342,3.605732791268271,1.5217932461896586,0.4588149302750988,Iris-setosa
+10,6.38100517649229,2.4715147232606554,5.198630336138062,2.071265991812346,Iris-virginica
+11,5.237569993847161,3.258630054415427,1.7610029108827772,0.3866859993180184,Iris-setosa
+12,5.0989777778121725,3.8205624097761044,1.6809094849012172,0.3168481984800039,Iris-setosa
+13,5.654764978779433,3.06299252853018,5.3009102339693985,1.9414394192576183,Iris-virginica
+14,5.3884973085044034,3.0433864007528504,1.453078307879401,0.08320511388317031,Iris-setosa
+15,7.134975210271339,3.1942662472200642,5.454459670282802,2.3131854365681637,Iris-virginica
+16,5.21834739012703,3.696592178749203,1.4148901339306834,0.30762046300469437,Iris-setosa
+17,6.911573276583859,3.070816244519745,5.021082208877836,1.847562719978268,Iris-virginica
+18,6.2968949461701,3.24724403268016,5.443292902043041,2.5356729578747195,Iris-virginica
+19,5.821931162438738,3.151640129631128,4.498785894973338,1.6153892319470444,Iris-versicolor
+20,6.252314586911127,2.5105668681695823,5.755843375469494,1.811629303421858,Iris-virginica
+21,6.310415939663283,2.8328621537600593,4.4241688481714725,1.0862564190305828,Iris-versicolor
+22,5.4422194795270515,2.940299908018304,4.993563044362685,1.6649709974367182,Iris-virginica
+23,6.832251316658045,2.6890263804294205,5.031094669524897,1.370587120963044,Iris-versicolor
+24,5.465592597703109,2.8738278530385397,1.3181566893012568,0.18337476396435423,Iris-setosa
+25,5.1665327017309925,2.935253749089072,4.821026231514949,1.8685173195570919,Iris-virginica
+26,5.352945739616803,2.2345649096169566,3.191531365331982,1.4574342772778872,Iris-versicolor
+27,6.191704936481582,3.347747512534803,1.6660019248472386,1.3738774510501872,Iris-setosa
+28,5.089709924339026,3.4514021753459168,1.4527087072122347,0.28813593192147696,Iris-setosa
+29,6.671807986277462,2.738880153032686,5.1730133925302395,1.8866049862268193,Iris-virginica
+30,4.7699171606327475,3.2696266326243646,1.8293145464595433,0.2861904440792676,Iris-setosa
+31,6.317481504186466,2.7578489971752203,4.726955841287937,1.6312967428313643,Iris-versicolor
+32,5.583843578255008,3.029937012806282,4.96123952735072,1.8509134148463595,Iris-virginica
+33,6.25966870647678,3.192915443036458,5.697957045796344,2.1704303923438806,Iris-virginica
+34,6.233290544319315,2.937692108729141,5.287295898322867,1.7786021127502418,Iris-virginica
+35,6.495194710104247,2.9845591256692576,4.393113834757003,1.7463652195791688,Iris-versicolor
+36,6.267614999209322,2.8970942950803558,3.7984334917758145,1.3076692411303195,Iris-versicolor
+37,4.9428129002686445,3.8824657910881015,1.507483317488096,0.2871242055015248,Iris-setosa
+38,4.848693528752526,3.5479142742891323,1.6473630296442359,0.42380665650293936,Iris-setosa
+39,4.992919156094446,3.3034656161465152,1.5156466042849344,0.295254008421213,Iris-setosa
+40,5.632329044482235,2.3396308873161997,3.9068387612559414,1.2913625020073587,Iris-versicolor
+41,6.591566007239294,2.9355711532528037,4.63270696527176,1.8874866666305932,Iris-virginica
+42,6.62339683571072,2.770673888717016,4.330662702487297,1.6490790126374522,Iris-virginica
+43,5.771530200774179,2.8964926514250884,3.9883457284446338,1.2445070718859799,Iris-versicolor
+44,7.187543656555876,2.877777902408326,5.083384112609878,1.9820189564077004,Iris-virginica
+45,5.18114298742137,3.1137844729357087,1.6731399290388385,0.8463068436068352,Iris-setosa
+46,7.1478049772132,2.969504148429321,4.8204665436153356,1.9468311818698836,Iris-virginica
+47,6.220425755049643,2.3777785537182314,3.8906317535950263,1.1034646901155378,Iris-versicolor
+48,7.046472851432904,3.0252796577680807,6.103669825283498,2.014361054638169,Iris-virginica
+49,4.99427092994815,2.318738044967265,3.391531904801401,1.4546938775965634,Iris-versicolor
+50,5.927494943061051,2.718183616639977,5.300668907687479,2.126424517851848,Iris-virginica
+51,5.552869933550316,2.9243846597518024,4.922457333440497,1.3163560230641609,Iris-versicolor
+52,5.5868971287182365,3.6596881218930966,1.8061314728689537,0.4667495578760084,Iris-setosa
+53,6.406544957170267,3.1970513121052857,4.535466301778886,1.7070158745695465,Iris-versicolor
+54,5.012318717740698,3.4438948504467555,1.590635030706606,0.23292086813146773,Iris-setosa
+55,5.997199513556715,2.686258077169814,4.697127113130917,1.534807370852927,Iris-versicolor
+56,5.797345370394873,3.1651332594371433,1.6435399719534447,0.5077707873967922,Iris-setosa
+57,5.108344690695894,3.536934805163939,1.3016902715838576,0.15088991680930208,Iris-setosa
+58,5.994821868256528,3.060157524828861,5.008089790017432,1.5454458966428737,Iris-versicolor
+59,4.95235367728654,3.603204761229871,1.3346085021921013,0.2084577710431393,Iris-setosa
+60,4.580929897891875,3.222094727889538,1.5864513949831704,0.21274076139051787,Iris-setosa
+61,5.748833605608619,2.811214663798714,4.743461010126939,1.8432750988276692,Iris-virginica
+62,5.0113484153252115,3.6538064965165495,1.329549995094635,0.1544566195795863,Iris-setosa
+63,4.898729080105436,3.2911077177847203,1.6381477241825007,0.3157643169974319,Iris-setosa
+64,6.63530282107822,2.7346348293465024,5.688451509689668,1.988842020481751,Iris-virginica
+65,5.35385185201545,3.3116730726606205,1.9006107737486533,0.38484102599490594,Iris-setosa
+66,7.499121091258603,2.7258680647798212,6.38092467184571,2.3296798130355323,Iris-virginica
+67,5.06044567340327,4.0379860871609825,1.4140660038262816,0.25623523585860286,Iris-setosa
+68,7.1574564634893285,2.7914319933129397,5.008767599825901,1.8541321763318288,Iris-virginica
+69,4.837733447543893,2.5349011685927874,3.6350008933011475,1.1795102468058625,Iris-versicolor
+70,4.581548761023445,2.863075478201135,1.5790389505104447,0.1769339541652584,Iris-setosa
+71,6.340355581197137,3.4369014188939246,1.8271042166875777,0.5277498980744288,Iris-setosa
+72,6.583488127464749,2.463904939718448,4.775870577487553,1.2471246510069047,Iris-versicolor
+73,6.013666521148924,2.783807305407153,4.183003291760889,1.283794878073247,Iris-versicolor
+74,4.992207054011255,3.3677825155060455,1.5742800959015903,0.2247449838895575,Iris-setosa
+75,5.4556616189153,4.025983797393116,1.5250056560741736,0.19728585574832008,Iris-setosa
+76,6.643584400076378,2.6975991450938017,5.217428433003159,1.8667564005231891,Iris-virginica
+77,6.562689873437849,2.9811579845224014,5.036135474555293,1.4143613822061134,Iris-virginica
+78,5.761590203225674,2.743172305598604,4.281742543833288,1.3611822889206888,Iris-versicolor
+79,4.460097985627792,3.035005489207837,1.4987793276901331,1.0311544527294416,Iris-setosa
+80,5.387878702366255,3.1364774186125,4.207715222961332,1.3062062421548237,Iris-versicolor
+81,6.257718013618087,2.659510262237877,4.782771924820401,1.5821455082817246,Iris-virginica
+82,6.57237774526482,3.162773910232575,4.961574113750676,2.042375810301169,Iris-virginica
+83,5.730101774889348,2.2437118952058728,4.407591874717472,1.2635569550108054,Iris-versicolor
+84,6.5315137948888715,3.0659293758778263,5.070076059547789,2.15096313805531,Iris-virginica
+85,6.01594919888145,2.746935460233702,5.621037400771008,2.1779063036450457,Iris-virginica
+86,6.910994793047713,2.3179598041943543,5.466105766809037,1.8320867611585379,Iris-virginica
+87,7.269993601605478,2.6789264955478527,5.49019228315676,2.002775567244287,Iris-virginica
+88,4.8364854385577685,3.373869125796428,1.5442616260881548,0.2862350345682196,Iris-setosa
+89,4.523143552944852,3.1788982663230465,1.480155898858272,0.1095297350108008,Iris-setosa
+90,6.389270104748998,3.1588491847522744,4.428608136147551,1.3884760671987064,Iris-versicolor
+91,5.307564398436451,3.963445932296381,1.4700492571599229,0.22173498453940724,Iris-setosa
+92,6.35414635591865,2.7668639016045935,5.33994543473225,1.5159782641158697,Iris-virginica
+93,6.94039967266807,2.808930868626257,4.907166525784596,1.7450924045732865,Iris-virginica
+94,5.064298690821848,2.767888812003536,1.4432162946962213,0.28453752061325155,Iris-setosa
+95,6.093917515207675,2.6267085651643853,5.265076686364998,1.8763296652740207,Iris-virginica
+96,6.210451287507055,2.3620415993635415,3.9381773554105846,1.2081875867956644,Iris-versicolor
+97,5.18381208859502,3.09195616536795,4.9571160124703235,2.138516327856511,Iris-virginica
+98,6.7409261916434,1.9887358157936232,5.993443593584121,1.9431389540169608,Iris-virginica
+99,5.552908817898378,2.975064186008757,4.817674026703733,1.653647257378055,Iris-versicolor
+100,4.929804946050937,3.187206488014445,1.6510344715037544,0.3761781492939511,Iris-setosa
+101,5.089085772063206,3.0332608403230927,5.0953446884653175,2.141253930587843,Iris-virginica
+102,4.807408455618682,2.966123858127649,1.3898655968575102,0.21897989343338659,Iris-setosa
+103,5.004047245694649,3.328258296680556,1.4240359682381676,0.3035117623378969,Iris-setosa
+104,6.623461975501722,2.843112089395868,4.9821965472827,1.7020986096860462,Iris-versicolor
+105,6.2016323340637545,2.8448506237773614,4.762053752295496,1.4895818130791059,Iris-virginica
+106,4.680999792706215,3.1876172003641132,1.4235837032715088,0.033880123595912165,Iris-setosa
+107,5.384456614846374,3.9754152516052716,1.4738789919823965,0.1041457873263284,Iris-setosa
+108,5.147633471586898,3.084928662406438,1.543504274181482,0.20624865277356574,Iris-setosa
+109,6.207396999085975,3.1207271071235003,4.397228358860767,1.4450922332834462,Iris-versicolor
+110,6.312231089831131,2.6837308627404797,5.3055684006484265,1.790985997447839,Iris-virginica
+111,5.748079342332624,3.1681717287374394,4.857526826953699,1.4065703697550425,Iris-versicolor
+112,4.756533555296888,2.4640014394503034,3.286003153001812,1.1221073462824858,Iris-versicolor
+113,4.810757148710541,3.451180946952796,1.5946534469172118,0.44072997864213315,Iris-setosa
+114,5.932926816504515,3.4797135713102127,4.231119978414945,1.3681908152181894,Iris-versicolor
+115,4.364680957358098,2.858937318176383,1.3400635422694116,0.07564446516698681,Iris-setosa
+116,5.137404871706901,3.03762686488748,4.805530157035034,1.5921515818047933,Iris-versicolor
+117,5.79200204600107,2.5960717311791646,4.723408362273233,1.1265236757420134,Iris-versicolor
+118,6.199569559112505,3.1563634761438086,4.488603382852154,1.741614104762551,Iris-versicolor
+119,5.240447521189339,3.1605695498769584,1.4836451333712344,0.9208101192763267,Iris-setosa

iris/tvae/0/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.433974568764386,3.159479496209157,5.570971966342539,2.0243278090439385,Iris-virginica
+1,5.316826822178167,2.5892250100424192,3.7548167236517616,1.2815250720777729,Iris-versicolor
+2,6.386265924716626,2.8266832973737337,4.910354608420726,1.8081345998188356,Iris-versicolor
+3,5.5749904832409065,2.4643647439483893,4.115962774021875,1.269915958969099,Iris-versicolor
+4,6.55341501367476,2.9664088260358614,4.803792763295182,1.4570256856724233,Iris-versicolor
+5,4.696947877166919,3.488232485359872,1.5681299731524743,0.2744745232400771,Iris-setosa
+6,6.007892040504538,2.89671533659148,4.3923205039845366,1.1994463000642976,Iris-versicolor
+7,5.985757892261734,2.8612103993877898,4.9048390926798975,1.4227375534526696,Iris-versicolor
+8,6.878375349228392,2.9840337690049417,5.785387765297562,2.0583780843354114,Iris-virginica
+9,4.318533875173349,3.3680671201250467,1.1673580819504368,0.20133538838098908,Iris-setosa
+10,6.49061629007484,2.7568594294972804,4.659012473057511,1.956768332678497,Iris-virginica
+11,6.268865534817223,2.650951952997226,4.462201533325499,1.353733382761274,Iris-versicolor
+12,4.980939343729448,3.5334684010619117,1.2393625194141928,0.2395203858555222,Iris-setosa
+13,5.2527287763880475,3.4676867253069505,1.4530113774268525,0.2726975909641948,Iris-setosa
+14,5.157269090772824,3.6754387740862056,1.6155998290510556,0.24741456340630283,Iris-setosa
+15,6.350955573172847,3.2497207015632457,4.75132139703768,1.7629039111830165,Iris-versicolor
+16,7.84147979714683,2.983392533224414,6.818658196079349,2.4761444638784633,Iris-virginica
+17,6.92214695781274,2.475593036993927,4.954912082039796,1.762615742936482,Iris-virginica
+18,5.196749234180403,3.325234573550214,1.5361728111902573,0.05296150422603346,Iris-setosa
+19,6.200392930758707,2.7502146324759345,4.735780819144063,1.3227516378008963,Iris-versicolor
+20,4.885183148576447,3.044686299314124,1.3951489870555291,0.23470388818539556,Iris-setosa
+21,5.118356110777182,3.01028690227905,4.731006032964736,1.8628019565457712,Iris-virginica
+22,7.3109000559930974,3.3971512220492963,5.977107472418528,2.0430613301086256,Iris-virginica
+23,6.226483974162586,3.1787798437679657,5.3868982507196765,2.729111306148509,Iris-virginica
+24,6.664811811950834,2.72547710988542,5.556102143203182,1.5037381862231511,Iris-virginica
+25,5.894941736844285,2.56522474217607,5.317850491001218,1.971398895824102,Iris-virginica
+26,4.555650271894689,3.376586934084719,1.3424225924682147,0.15390227298183368,Iris-setosa
+27,6.028445491181308,3.90174911541668,1.4621131544991373,0.1080100661932249,Iris-setosa
+28,7.15892194033838,2.3023912081150093,5.907942226263156,1.8555281099229004,Iris-virginica
+29,5.3177929985293915,3.672919760850831,1.3406117495522318,0.1847317636025447,Iris-setosa
+30,5.3947280374522935,2.2705119766184976,3.916339952244843,1.2898657064800938,Iris-versicolor
+31,5.105844435176322,3.6172113012964577,1.9959689532721439,0.3600733269689266,Iris-setosa
+32,4.7830278513146585,3.447834639958061,1.6807239793855007,0.4044080187114374,Iris-setosa
+33,5.900519450613468,2.9420961677244,4.67693167457354,1.6985385982422132,Iris-versicolor
+34,6.564894113295761,2.936697578149775,5.155786298021597,1.5526738163559528,Iris-virginica
+35,5.0948420382599995,3.330271313455585,1.4552088542122292,0.35609632221034065,Iris-setosa
+36,6.720167397719078,3.0286725120605418,4.988197655527885,1.8776137418624987,Iris-virginica
+37,5.161629165293386,2.6683192997866914,3.7076081680913244,1.094564956453845,Iris-versicolor
+38,4.85729287302724,3.511722280578289,1.5834798825488716,0.23706698602639611,Iris-setosa
+39,5.12380949629476,3.127851833904602,1.371081100902435,0.13795719174195875,Iris-setosa
+40,5.758931775315211,2.9839837766550557,4.333467071478698,1.5697389746266557,Iris-versicolor
+41,4.79612766458728,3.4434317340231653,1.7669800772424997,0.4431782102230506,Iris-setosa
+42,5.846666971481388,1.8493071391849782,3.4606382646674234,1.19218254441631,Iris-versicolor
+43,5.877120012003421,2.0726032499397027,4.92990525763941,1.2192629247042908,Iris-versicolor
+44,4.938478124993515,2.3825195392570606,3.5439289132114604,1.2853236851770362,Iris-versicolor
+45,5.413037998738653,3.0668195261223894,1.358943301511949,0.28916550308226996,Iris-setosa
+46,4.912493820613601,3.3118928935847105,1.5721460955189162,0.303397286842411,Iris-setosa
+47,4.901137494916053,3.7245708659784795,1.7650268659470054,0.379147591481257,Iris-setosa
+48,4.545783948374693,3.24210730152785,1.390439852602141,0.22578052052090924,Iris-setosa
+49,5.732205093966115,2.8691869112995274,3.944694415938479,1.6582317590721005,Iris-versicolor
+50,7.224398474289147,3.1869665405459924,5.4322435236733355,2.1568473611926273,Iris-virginica
+51,6.799043220392164,3.1945967590294373,5.2427418978155425,2.0820482894414836,Iris-virginica
+52,6.824712485029318,3.0184907866045636,4.707346594128742,1.7385684623491564,Iris-versicolor
+53,5.09732091287759,2.89288943765097,4.88800651631021,1.6732123479820347,Iris-virginica
+54,5.325482358182641,3.989640321480465,1.5172578467791185,0.20742597176639016,Iris-setosa
+55,5.290374836826772,3.4088770632572465,1.5044002942118821,0.17077436104199759,Iris-setosa
+56,5.773755393967448,2.210711221849238,4.192328033132388,0.9461276683243431,Iris-versicolor
+57,5.369507672491106,3.2329067882038247,4.901228148494775,1.8558118151405096,Iris-virginica
+58,6.352142001241417,2.701563681650782,4.314745803908275,1.4792903976844032,Iris-versicolor
+59,6.630527816070543,2.388170916474111,4.987870378910933,1.3023907485492856,Iris-virginica
+60,5.963383620924382,2.821884693939035,5.029383101581214,1.689489686070987,Iris-versicolor
+61,4.629313125742059,3.9280478426027243,1.4797241526860483,0.15892444485885454,Iris-setosa
+62,6.443779037205706,3.280424633520347,5.298645399810877,1.9793243144574284,Iris-virginica
+63,5.807310221305263,2.702673103094947,4.539389450445651,1.345909036753118,Iris-versicolor
+64,5.267526169515176,3.7767324188402163,1.4993086235226185,0.4868472041450901,Iris-setosa
+65,5.929622773625298,2.742254110718896,4.939390533084334,1.5653670525317864,Iris-virginica
+66,5.435554358065696,2.596812511233507,3.75285201079755,1.229732725044929,Iris-versicolor
+67,5.349212243597667,3.4702367088535566,1.325565065185407,0.34210880748560457,Iris-setosa
+68,5.100777885381607,2.4917313933014538,3.6184704817088336,0.7744520341923202,Iris-versicolor
+69,5.738217923321969,3.114190546962328,5.178147646174497,1.9772737768171216,Iris-virginica
+70,6.508429549523954,3.0807971152589473,4.792493082243506,2.0719438204125207,Iris-virginica
+71,4.914416624549904,2.614552604387576,4.083253740235044,1.4361645766927185,Iris-versicolor
+72,6.236223483283104,2.71558619200487,4.502964943317784,1.0630541627374652,Iris-versicolor
+73,7.010938093495999,3.1568653925493306,5.560677700494119,2.331011605566648,Iris-virginica
+74,4.236203974413039,3.001842829289296,1.3465678872626108,0.12317948849077984,Iris-setosa
+75,6.102002536425229,3.0836163831373486,4.677612244632412,1.936203553871566,Iris-versicolor
+76,5.807181609803358,2.5060782251646896,4.030561393302236,1.3225454621327906,Iris-versicolor
+77,5.0109665111070125,3.1818441664078008,1.442839067241791,0.20652467995894772,Iris-setosa
+78,6.372890655684428,2.1401424793245827,4.562750623017422,1.45615098505283,Iris-versicolor
+79,6.556644641493967,3.14934172161901,4.611126160743451,1.6639655300344525,Iris-versicolor
+80,4.617452089151082,3.0744389973126025,1.4975191707304332,0.12224668223284815,Iris-setosa
+81,5.25864191813067,2.735000812287665,4.1406963838507735,1.3307043836678405,Iris-versicolor
+82,5.516895429869017,3.0923709247168567,4.832596280479501,1.5197164324600694,Iris-versicolor
+83,5.098002324891509,3.213656059021773,1.4075806096697943,0.1712011444104115,Iris-setosa
+84,4.742373961901105,3.187337737494425,1.4980969606342323,0.11607643333245612,Iris-setosa
+85,6.479244978265677,2.5948702945555473,3.889494451452098,1.2142551397754477,Iris-versicolor
+86,6.42199101309659,3.0650924174782794,4.081498998823188,1.3849161232526759,Iris-versicolor
+87,5.6700748668452325,2.7855025892762932,4.474296899676952,1.376998422235139,Iris-versicolor
+88,5.341210536833622,3.115532982774268,1.4861897585164758,0.003921299217191199,Iris-setosa
+89,4.718556836878966,3.0407516391551956,1.498913517520855,0.21535361722126345,Iris-setosa
+90,6.3856355892885315,2.721209020219393,5.135957075025824,1.9227382337596575,Iris-virginica
+91,5.468367613002281,2.861069696929811,4.000748867152403,1.4524758843145538,Iris-versicolor
+92,7.117168540773884,2.199503708812141,5.5405617923338575,1.506551313485425,Iris-virginica
+93,6.069542798752354,3.1249630144019767,4.9577010946416245,2.2326850951979114,Iris-virginica
+94,5.870761845035735,2.930429133203996,3.8400181513598426,1.2624265778866182,Iris-versicolor
+95,5.0212814321929224,3.172941275194198,1.3095710588442189,0.2631609698576915,Iris-setosa
+96,4.568769341701507,3.238474060289587,1.5725830735956012,0.24580937497478692,Iris-setosa
+97,6.598409393120753,2.814854365398345,5.472579057496482,2.2180505342213457,Iris-virginica
+98,6.381125900523887,3.0766903055241155,4.992376667263233,1.5331042650381526,Iris-versicolor
+99,4.883152082665388,3.493696450634471,1.8159265362088046,0.4283519019927005,Iris-setosa
+100,6.201583926715985,2.6355413247611046,4.673935563985424,1.8768912372691007,Iris-virginica
+101,5.137679774021475,3.040287721586273,5.0328680403049,1.9751150117056657,Iris-virginica
+102,5.488497582088113,2.974379835883155,4.184387836216145,1.2991520229326836,Iris-versicolor
+103,5.139134122674913,3.411487895903022,1.5597856070717901,0.4112443097090475,Iris-setosa
+104,6.17378168248916,3.0666926609678575,5.438556820543599,2.0924876612737666,Iris-virginica
+105,6.5127265895070545,2.813808489633452,4.097099170521632,1.225437026110451,Iris-versicolor
+106,6.49819813272917,3.182066229350016,4.910702480154876,1.9103021805044897,Iris-virginica
+107,5.792579231731894,1.883082340100083,3.4756144755132787,0.907773976797589,Iris-versicolor
+108,7.501327823186858,3.226257836975028,5.4213110921044345,2.2279814877797572,Iris-virginica
+109,6.58886200421359,2.8235915851463003,4.508857339715788,1.1850951704271453,Iris-versicolor
+110,5.363650524577263,3.0564845281709547,5.183468487666061,1.8734305745515294,Iris-virginica
+111,7.114856151291892,3.216897458273053,5.257960662378003,2.214992736922498,Iris-virginica
+112,7.7017481161536505,2.8884135828278854,5.993330920984166,2.207086035671624,Iris-virginica
+113,6.384134914814398,3.1975347319025094,4.912879109553638,1.8719287581035575,Iris-versicolor
+114,5.374058944771523,2.218789023022328,3.78179636988788,0.992099197775196,Iris-versicolor
+115,4.8946071485681175,3.2602847916823716,1.2714362544974291,0.2269994381719144,Iris-setosa
+116,6.305118732863364,2.1903505104620127,5.354691762357409,1.6800411193032663,Iris-virginica
+117,5.470645789038975,3.1408481467565483,1.646399432121771,0.20819299388686663,Iris-setosa
+118,5.885559480411997,3.6193316905795614,1.90898162105399,0.41404498413677954,Iris-setosa
+119,5.886536777140507,3.2767116606684628,1.5141921837729329,1.464209108150159,Iris-setosa

iris/tvae/0/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.99766005045864,3.396673030499985,1.6150863935730073,0.37899271104128995,Iris-setosa
+1,4.757128632020054,3.0789341453122065,4.766664567518067,1.3972684205253751,Iris-setosa
+2,5.446550180676745,3.089355655574059,4.310096774449593,1.12284352117224,Iris-versicolor
+3,6.6190111509664655,2.9806611278442356,5.282026343276868,1.9161200114056816,Iris-virginica
+4,5.832228949504803,2.0365508874977527,4.472529072243736,1.4932405861654994,Iris-versicolor
+5,6.09487981670626,2.497414775790044,4.879863302008919,1.4441874159378463,Iris-versicolor
+6,6.434978639742514,2.8750897237313184,5.582313539390352,1.8883155374279856,Iris-virginica
+7,6.53464524657024,2.9084227851080087,4.817614226792292,1.5639745060938819,Iris-versicolor
+8,7.914006021052321,2.7942429515345424,6.801012060076025,2.3337250760976134,Iris-virginica
+9,6.509308509166139,2.658205086627177,4.776209479072501,1.7529595957638384,Iris-versicolor
+10,4.98034229611539,3.539639585854722,1.6305526835331337,0.4063007874235809,Iris-virginica
+11,5.279395590242998,2.5858020301628524,3.567844267908929,1.1034725966000334,Iris-versicolor
+12,6.26922365436592,3.037175893267769,5.029239596169618,1.9269213737866153,Iris-virginica
+13,5.031158318269866,3.361234838116079,5.411070506278604,2.1360281727456645,Iris-virginica
+14,5.044935636832016,3.2968432597441657,1.5839495032622362,0.4013118967178073,Iris-setosa
+15,5.33499782525581,3.39990288106624,1.516046501308609,0.38529229005622817,Iris-setosa
+16,6.195484477452446,3.448070579873419,5.519110629784899,2.4216592030412154,Iris-virginica
+17,6.427794211307489,2.9121309479036714,5.781260416535451,2.404480075465201,Iris-virginica
+18,5.707138490744883,2.9411598682081976,4.262812894370134,1.4306698002798406,Iris-versicolor
+19,7.173386333609588,2.034625064761046,4.751959295773072,1.4423056738936433,Iris-versicolor
+20,5.4550469559400305,2.567863690837532,3.4330919148809294,0.8189914694071339,Iris-versicolor
+21,6.5575468877193215,2.895715154141916,4.825700518142644,1.8337173875342765,Iris-virginica
+22,5.139548381447517,3.484907004119563,1.2818086021495012,0.3280074555109491,Iris-setosa
+23,8.385411435470676,2.884679094291243,6.33483847347922,1.9217634895419224,Iris-virginica
+24,5.248008001295926,2.9872700195037543,1.338610726449657,0.30819906950322784,Iris-setosa
+25,5.656730715688188,4.23464123767408,1.4957298038788218,0.18278726005990406,Iris-setosa
+26,5.047589858314766,3.298249522043983,1.530882628374126,0.1932740112750091,Iris-setosa
+27,5.459142137704731,2.327309991545211,3.573694815825199,1.14623388405054,Iris-versicolor
+28,6.641887408758196,3.112767688937609,4.968690309760373,2.2093437171937103,Iris-virginica
+29,6.48540780854682,3.152083216545566,5.218358533754072,2.0291953508389504,Iris-virginica
+30,4.615646155346464,3.3781289321421077,1.5311623831836114,0.2745223191128872,Iris-setosa
+31,5.824865145214495,2.9046923003745855,4.984723309984442,1.9375378925016087,Iris-virginica
+32,5.0857330405284,3.1703684865425097,1.6683382406790557,0.13532132506799102,Iris-setosa
+33,6.655858586792473,2.473640800397584,5.101374799873088,1.7861046355107628,Iris-virginica
+34,6.8357358647201485,2.5897635590940338,4.893870778103514,1.8652277689899883,Iris-virginica
+35,4.6827338129295795,3.2435644178426983,1.5069562487292119,0.1763649532409978,Iris-setosa
+36,6.8469399873583345,3.0598409420086887,5.317536810783421,1.9444101070423314,Iris-virginica
+37,6.022431628527555,3.0998689859897834,4.624335507697145,1.532744640366456,Iris-versicolor
+38,6.284731569391186,3.269843853837181,5.010693941487636,2.247563029941907,Iris-virginica
+39,6.5687849588029765,2.9329998290023775,5.018593984475447,1.8727094405928435,Iris-virginica
+40,6.275325268073639,2.714045547212039,5.195364071749244,1.6146976297177182,Iris-versicolor
+41,6.458401341900862,3.2780233982971345,5.48936660550052,2.099363231203593,Iris-virginica
+42,5.089129016942131,2.4328319874932767,3.128986016984469,1.1485071241723528,Iris-versicolor
+43,6.691042931709872,3.050405353968201,4.846247993374336,1.4935123469887446,Iris-versicolor
+44,6.599823780887453,3.0640737253967973,4.821846781226238,1.7245642404396269,Iris-versicolor
+45,7.178327095741302,2.824811777375618,4.9579399731748985,1.5880844629926492,Iris-virginica
+46,5.522033771514658,3.5979781379889313,1.4690210210036971,0.2512672004647173,Iris-setosa
+47,4.93272122577646,3.2530817803537797,1.412325987724507,0.2762179021424062,Iris-setosa
+48,4.71120386997909,3.337813393137594,1.356977996489245,0.17168501248254278,Iris-setosa
+49,6.736661489969965,3.083553464463545,4.948882944713318,2.2191755266905187,Iris-virginica
+50,6.531080358823893,2.9825678601716206,4.973031452785422,1.655567234173522,Iris-versicolor
+51,5.6298576359329315,3.2226175664639856,1.5880639621982262,0.4537621750047546,Iris-setosa
+52,6.976678210835245,3.1730093579085175,5.043091521459726,2.262092536293368,Iris-virginica
+53,5.280559008883044,2.9770866365977313,5.310408252710693,1.798760012956616,Iris-setosa
+54,5.3501331611798895,3.3916442279523364,1.659519304762589,0.3265937353507006,Iris-setosa
+55,6.806211266012434,3.122187262239129,5.268051302191603,2.088656467615354,Iris-virginica
+56,5.167411452431549,2.729646458100247,4.207445032947036,1.3480120674966964,Iris-versicolor
+57,6.162433922033539,3.1194412223131676,4.4799322575222105,1.4766394072055666,Iris-versicolor
+58,5.158499711043158,3.170176407564246,5.13751018366009,2.120824825701979,Iris-virginica
+59,5.0125571232605415,2.9868660882163764,1.4314721003675104,0.057504752797644915,Iris-setosa
+60,6.068723848971659,3.3043001229548783,4.821361061519473,1.3990942159880797,Iris-versicolor
+61,5.298495823449224,3.1297709422795386,4.911984236759664,1.9043246644314125,Iris-virginica
+62,4.821059016506806,3.497795586623379,1.4317950666371873,0.14090724847531927,Iris-setosa
+63,5.459258726616337,2.3780996803585635,3.937717831410794,1.417018580802594,Iris-versicolor
+64,6.497727174067695,2.6908338176149273,4.277834055326236,1.226941532317896,Iris-versicolor
+65,5.033962081138493,3.6574429122047096,1.3267308495847134,0.19436148937166692,Iris-setosa
+66,7.077613503618728,3.440794855184549,6.709909849294335,2.0260213427663354,Iris-virginica
+67,5.451265317955176,2.813576622697423,3.3285588879287795,0.7199072823524542,Iris-versicolor
+68,6.062262931385625,3.182660002390347,1.424938789246257,0.13711822486384928,Iris-setosa
+69,5.85048609434491,2.833878384050455,4.127252044911389,1.3158341961155817,Iris-versicolor
+70,5.073122480690455,3.4329083175604014,1.5310973172495024,0.1763350407820532,Iris-setosa
+71,6.224434114426986,3.3619127713542647,1.9451238743485872,0.6175953360023707,Iris-setosa
+72,4.530117025030196,3.159035418482023,1.3210715942775257,0.12880243708362718,Iris-setosa
+73,4.987259850933651,3.1547819522111347,1.5516513842246131,0.28692978143995224,Iris-setosa
+74,7.292749784775319,3.2937648404921593,5.843964403692105,2.3615850985779443,Iris-virginica
+75,6.3471078986905,2.9791921232558947,4.903999954785465,1.5591851298588908,Iris-versicolor
+76,5.913751350087577,3.1755970993707927,4.578554876002309,1.5180962197989076,Iris-versicolor
+77,5.3010682098165445,3.753831794724894,1.6680090413339799,0.31057104589990225,Iris-setosa
+78,6.42222223615094,3.1097375285071642,4.859308000060081,1.5537491709571538,Iris-versicolor
+79,5.194714333132364,3.9267941752597575,1.665849503040882,0.30173120982185136,Iris-setosa
+80,6.660981781892312,3.1022268519666714,4.812345755490684,1.7197521274547345,Iris-versicolor
+81,6.226664821361524,3.092018225533189,4.290445258383722,1.479730723791217,Iris-versicolor
+82,4.749595927055548,3.393484334163467,1.2983107424804374,0.1892410962212248,Iris-setosa
+83,5.257288057164346,3.000763705889228,1.473572128708482,0.24703250270683585,Iris-setosa
+84,7.005007523156061,3.2608529128389656,5.718421681763054,2.3675044293942507,Iris-virginica
+85,4.912463073906392,3.1938945939013954,1.4510017066071526,0.21926701570321794,Iris-setosa
+86,4.399372300868209,3.2691885195897394,1.3567828212457227,0.10104063100985508,Iris-setosa
+87,6.590361908893383,2.9278769871370893,4.767662906222244,1.8215792961557395,Iris-virginica
+88,6.627815799446024,2.554573144074272,5.566348393682533,1.65583844553754,Iris-virginica
+89,5.38785994258647,2.2861825622067116,4.237716177306969,1.5143725761720517,Iris-versicolor
+90,5.344386269818942,2.4426814119376465,3.522845767322175,1.1014216825489311,Iris-versicolor
+91,6.113416853073934,2.263981975160239,4.357557024171032,1.5375740934968585,Iris-virginica
+92,5.452080326617284,3.0809008348940328,1.5497383943149408,0.24721937554556445,Iris-setosa
+93,4.7481848950566405,3.2536197622249987,1.4089394474563626,0.17488501199433226,Iris-setosa
+94,7.45945385241535,3.1432008099194513,5.442180525903827,2.324782206246416,Iris-virginica
+95,5.76272405019551,4.045825633119482,1.481311816232004,0.4346689050105781,Iris-setosa
+96,6.68732580753215,2.865943729486136,4.471426179322081,1.2755484678484943,Iris-versicolor
+97,5.442661467282536,2.989415226549263,1.7367084719427186,0.41445305336957783,Iris-setosa
+98,7.457267390412051,3.1553918094599163,5.22000487733078,2.279829582296149,Iris-virginica
+99,5.451016289998332,3.0470828473402554,5.468185877886191,1.7782941541351815,Iris-virginica
+100,6.042064170691019,3.868255996076832,1.752308486307185,0.38215108117624563,Iris-setosa
+101,7.499857668307859,2.6872294991141423,6.069508598198501,2.011648858386154,Iris-virginica
+102,6.9214834616223095,3.202853034878224,5.152443200253141,2.101325288567314,Iris-virginica
+103,7.129635568048222,2.8119753041890565,5.087309560901336,1.6011794638606238,Iris-versicolor
+104,4.833366060584418,3.0316987052753355,1.468169115899598,0.2711659725091843,Iris-setosa
+105,6.536056012550113,3.440721101658313,5.472726237379991,2.0404155800781245,Iris-virginica
+106,4.964505913451751,3.033602746127851,1.5550813935052705,0.2553529825615531,Iris-setosa
+107,6.291100238737109,3.078371303997877,4.667733426082347,1.433781904141574,Iris-versicolor
+108,5.467881553165564,3.1248548884161584,4.668074621436633,0.4451836186448037,Iris-virginica
+109,5.674840755995817,3.2018172570378534,1.2932059454010725,1.525937114910451,Iris-versicolor
+110,6.325649232278787,2.8023744599773264,4.549270070721426,1.7189982152431698,Iris-versicolor
+111,7.7658973722182285,3.3595433203208067,6.823330812812377,2.424215533373972,Iris-virginica
+112,6.0050632692587715,2.6160540226423246,4.082616575643105,1.2924041523170822,Iris-versicolor
+113,7.210674645453488,3.0351662745966963,6.758663710401482,1.9301309239768893,Iris-virginica
+114,6.958139539280603,3.162963679888608,4.827145257383245,1.440563176907047,Iris-versicolor
+115,5.349415961665111,3.5046309372532183,1.4286443019122304,0.25307881129053644,Iris-setosa
+116,5.967803945411424,2.4855367251615377,4.247209634341994,1.2859688083131622,Iris-versicolor
+117,5.790217405325112,3.1143407381566095,4.805470864700196,1.505186127865996,Iris-versicolor
+118,5.732526838576877,2.8838508659244737,4.571663324461855,1.5160096968178631,Iris-versicolor
+119,5.465894173500805,2.9775402048391957,4.335737083464437,1.3157790187407892,Iris-versicolor

iris/tvae/0/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.775869431491654,2.854379759722915,1.6966645201906931,0.26070931044426726,Iris-setosa
+1,4.987130137353637,3.127324627918024,4.998149211554595,2.0113356247378844,Iris-virginica
+2,5.595675496487013,2.290174139122484,3.3741234529009594,0.9412306908719131,Iris-versicolor
+3,5.741035444947608,2.7937002512962668,3.920850236702739,1.0409751951927593,Iris-versicolor
+4,4.585463730342338,3.161100042040865,1.5267633074262044,0.2085865681401936,Iris-setosa
+5,5.811792024608192,3.136482306721359,4.9370290781083765,1.9878661687332522,Iris-virginica
+6,6.097810670683891,2.644878649318829,4.409103079250796,1.0979829337080986,Iris-versicolor
+7,4.901575083050968,3.4438989342090474,1.8200963649918172,0.4202070611527256,Iris-setosa
+8,6.273889107901269,2.9886446608320894,4.578147863113553,1.538216679594782,Iris-versicolor
+9,4.797737157227952,3.5218436035416056,1.5485088638689124,0.4466168084814285,Iris-setosa
+10,5.2279669263360695,3.0114756788875146,1.5706783429853022,0.14865447960237319,Iris-setosa
+11,6.845460383909095,3.042665649665513,4.629866622372957,1.7304382630255373,Iris-versicolor
+12,4.647480197744717,3.25166254757756,1.7932515287727924,0.3842281737420025,Iris-setosa
+13,5.222696455056397,3.0715548881997194,1.5203505660840013,0.31843096436798235,Iris-setosa
+14,7.115441716953511,3.0667250171311715,4.889621401438031,2.131740654043464,Iris-virginica
+15,6.035842746461603,2.93402894416526,4.809901214842693,1.9363892556598643,Iris-virginica
+16,5.375946220290168,3.096575473950726,1.4988810447192609,0.24705238589199777,Iris-setosa
+17,4.672486537308628,3.3805127333429272,0.9469921570823939,0.2033473915447439,Iris-setosa
+18,7.329358871910573,3.1182199954058363,6.714033497727786,2.204471047100879,Iris-virginica
+19,6.4916014821953665,2.5105278599391174,5.252231883329792,1.8311639309803782,Iris-virginica
+20,6.285636886559269,2.944730285871182,4.508069478969047,1.830113440629197,Iris-virginica
+21,5.282223184300092,3.3395106582992162,1.5475919552845885,0.3493149445626727,Iris-setosa
+22,6.218007696501606,2.4496451985524432,3.7784174667310033,1.3167277847954415,Iris-versicolor
+23,5.247888718654158,2.399793034287906,3.771072290243624,1.0644414474788693,Iris-versicolor
+24,6.389946423157419,2.7155392003903835,5.591158144160104,2.2063574019442336,Iris-virginica
+25,5.04089791390115,3.2079053761736027,1.5187200009642785,0.3505733973571303,Iris-setosa
+26,7.836503382850743,3.611270156910278,6.7428947598734945,2.1864343200573364,Iris-virginica
+27,7.233409766662138,2.6660271291883904,6.199371444518138,2.197635321628675,Iris-virginica
+28,5.848200641404165,2.642526868459155,4.866407688976712,1.4174202452185871,Iris-versicolor
+29,4.893181549089765,3.3387606411761572,1.2111405542353213,0.17156585146236963,Iris-setosa
+30,5.365470761792015,3.6750568342122616,1.5509535480753693,0.29865225575604615,Iris-setosa
+31,6.3214175452841825,2.6219102035218134,5.000034048562202,1.6172899697699348,Iris-versicolor
+32,5.271445329872949,3.2670686731116843,1.6313149287664082,0.38703647347407777,Iris-setosa
+33,6.025057527275044,2.707820340929896,4.148018629320571,1.1019102668477911,Iris-versicolor
+34,6.4768184882429045,3.1190615712341425,4.992903504872823,1.688804759116499,Iris-versicolor
+35,6.04832254163031,2.563940790785937,3.6719995026061323,1.3327729650568918,Iris-versicolor
+36,4.819175943568566,3.2111799707435216,1.4350846619070927,0.17939997147621645,Iris-setosa
+37,4.687038219891932,3.411510799864047,1.3863001638093284,0.17632877494103794,Iris-setosa
+38,4.803218021764386,3.398234652655118,1.4910938892851398,0.27401962953170456,Iris-setosa
+39,5.827716255424657,3.1004311417915313,4.796776344276039,1.6410003540810492,Iris-virginica
+40,5.674843752556155,2.985368863065976,4.012248627765461,1.5798314575394228,Iris-versicolor
+41,5.7565544316941795,3.1479843114506596,1.3804365124244025,0.3398986849314941,Iris-setosa
+42,6.380157047223365,2.6772432281222645,4.44103715580309,1.3401940058048185,Iris-versicolor
+43,6.426168982096322,2.841784847530222,5.223586676160114,2.2021113667908216,Iris-virginica
+44,5.06325906637697,3.1095388083545927,1.4498844061396734,0.2913712199926118,Iris-setosa
+45,6.328890074946722,3.26701296286114,4.387020106040343,1.4835942332585377,Iris-versicolor
+46,6.804369446109159,2.7024758330888403,5.195541235242313,1.710191801529082,Iris-virginica
+47,6.183232160446168,2.73043168608358,3.9969454041992627,1.2798999582472392,Iris-versicolor
+48,6.1475736181688845,2.772300684783582,4.692501710530834,1.5899337638235065,Iris-virginica
+49,4.711816725820363,3.1714774981869245,1.3383689855168694,0.22258325322742017,Iris-setosa
+50,4.7750882274535105,3.0700670905788554,1.3279378136947604,0.25285107154670095,Iris-setosa
+51,6.206731727686438,2.915460455227042,4.963551078716297,1.6089459524477807,Iris-virginica
+52,4.771757760621808,3.1110378672582417,1.2868605942825613,0.107557768165597,Iris-setosa
+53,5.59712037661929,3.721091263477636,1.8511730889054248,0.5605353712097204,Iris-setosa
+54,5.953249203627733,2.731807965904651,4.080536872919564,1.5087952907610356,Iris-versicolor
+55,5.391593051705566,3.5107148456972657,1.5956009853812796,0.25696059057033915,Iris-setosa
+56,4.948823209735209,3.5261542162327753,1.4337808536862493,0.18327821655813842,Iris-setosa
+57,6.296248458224313,2.5310578999024016,3.766155407827377,1.2760500648706858,Iris-versicolor
+58,5.6509946652968965,2.360175003323209,3.600961961901313,1.1597381979358203,Iris-versicolor
+59,4.8090767468426465,3.2364849059471164,1.4323782869054016,0.17423640660540674,Iris-setosa
+60,4.402354951475438,2.9173547797027175,1.5134094836964371,0.2425559760421937,Iris-setosa
+61,6.789848236727046,2.7568280473990097,5.101273624606572,2.067942908569412,Iris-virginica
+62,5.5469265230727345,3.7027892744502116,1.7762118811194656,0.5034350594474315,Iris-setosa
+63,4.671968874915834,3.870380176120241,1.9455403531302116,0.3355787908497368,Iris-setosa
+64,5.372302192052129,2.412109808961306,3.167603129158298,1.0452136429364711,Iris-versicolor
+65,6.50382037518893,2.7607916819767286,5.000361636140344,1.6872032296550976,Iris-virginica
+66,5.084729081023605,3.373307696353876,1.6152342668699715,0.4349686240211425,Iris-setosa
+67,4.691333067577837,3.4415751534417582,1.3965629065333083,0.22002956658107592,Iris-setosa
+68,5.397279015999812,3.677621159514839,1.5269098409942818,0.35083112817708045,Iris-setosa
+69,5.27644655315879,3.6347883545065227,1.4968297836860727,0.12565560962940606,Iris-setosa
+70,6.246362455354314,3.182632956840475,4.945646665493985,1.63891651698147,Iris-versicolor
+71,6.511800353354743,3.1233912863966657,5.785336472428474,2.134277670641828,Iris-virginica
+72,7.122112257917081,3.152956042039833,5.63504731019176,2.0385060500821783,Iris-virginica
+73,5.220281206926067,3.3199361054348246,1.7577577926007022,0.4892973937536146,Iris-setosa
+74,7.197866751026946,2.7356367697907866,5.884158245595014,2.0827829659301744,Iris-virginica
+75,4.5363474138395725,3.2813564222742957,1.3662249001573887,0.13204896640223426,Iris-setosa
+76,5.658235355065212,3.274896490238592,4.456428376395485,1.4613161631715474,Iris-versicolor
+77,6.111704381990706,2.486339804658162,3.7554738053417624,1.2008378438472975,Iris-versicolor
+78,5.323959207575152,3.3449361026234063,1.4844866158494674,0.3053201041458449,Iris-setosa
+79,6.221960289376944,2.6620923272219708,4.561313110982402,1.249862263867385,Iris-versicolor
+80,4.464682132344837,3.230315770685061,1.4675830790861353,0.0951868409639749,Iris-setosa
+81,6.918927684861301,3.4930569798903446,5.58412199610029,2.847075602723783,Iris-virginica
+82,4.787726174900623,3.0755408782518634,1.285221506118742,0.31317937716279537,Iris-setosa
+83,6.0915658737520495,3.0291525291903425,4.379847096352398,1.2513509755134704,Iris-versicolor
+84,5.2612129011767514,3.1552489995745825,1.6219287492810281,0.4272726938771578,Iris-setosa
+85,6.7119884324779475,3.248105054308498,5.637023253380139,2.165654263856272,Iris-virginica
+86,7.494730633674419,2.747528350975481,5.354489596573161,2.0107818567203735,Iris-virginica
+87,4.459675592910385,3.135451031220341,1.4823749763614151,0.14536763891661453,Iris-setosa
+88,5.248464455962783,2.4975642885367577,3.4980552216790874,1.0732076242841475,Iris-versicolor
+89,5.136168105623903,3.8645982745677365,1.378590036300942,0.3410888627724769,Iris-setosa
+90,5.585449991849952,2.505068405454833,4.26933565978294,1.482629641516369,Iris-versicolor
+91,6.935421898822017,2.9139101868689226,5.366601708225535,2.417336172227334,Iris-virginica
+92,5.905196503499872,3.1703557949685335,5.290801858119492,2.0314713068465444,Iris-virginica
+93,5.539668642601865,2.8807505983768777,4.332360123424424,1.131176105726164,Iris-versicolor
+94,4.896856118644133,3.1305115078867733,1.4476582346891695,0.13233550912293854,Iris-setosa
+95,5.190421898822026,3.0676475267629955,1.2565765089208079,0.2091693221258526,Iris-setosa
+96,5.163370238105282,3.52248869751529,1.6235624046954817,0.6152993598927983,Iris-setosa
+97,4.902083581566192,3.639782435402784,1.5435496619064064,0.297744242321746,Iris-setosa
+98,5.757421643968191,3.0703113448275428,1.5563920993869578,0.11649023220916105,Iris-setosa
+99,5.594405542702015,3.6200065763090254,1.6283582439476059,0.40375564600966124,Iris-setosa
+100,5.068215533974589,3.199726755061464,1.3070709006909662,0.1437535879933265,Iris-setosa
+101,4.89661782308775,3.1803829290929575,1.5881558882549478,0.2523025380453504,Iris-setosa
+102,6.398441644995432,2.4695979234057477,4.747403781903578,1.468100219995124,Iris-versicolor
+103,5.46060574388155,3.2871721959745623,1.316470800297874,0.08728890005403409,Iris-setosa
+104,7.142674119086915,2.935636816307345,5.18083906988926,1.8748882798839048,Iris-virginica
+105,7.235580323804858,3.149052382861691,5.109219228031371,2.2307470246319627,Iris-virginica
+106,5.215065971546451,3.134337190693915,4.788202974448862,1.6540720381759848,Iris-virginica
+107,5.698745575778443,2.726559164461112,4.6445941390878005,1.4468070388292205,Iris-versicolor
+108,6.521002119380909,2.8140440853160658,4.8057177636998,1.6204297214977135,Iris-versicolor
+109,4.988830403698238,2.477860300221998,3.6484116688738064,1.2620941380693862,Iris-versicolor
+110,5.973758315736038,2.688143626252077,4.929714706791013,1.850547617322821,Iris-virginica
+111,6.4941651241974165,3.2447295013420336,5.2240192704834,2.1993728599933915,Iris-virginica
+112,4.782371453538464,3.2052072436498977,1.430133430610055,0.2535302803911947,Iris-setosa
+113,6.019980953082629,2.3347421086179416,4.54354291864406,1.3681248949344882,Iris-versicolor
+114,7.6022897404516465,3.050195037905811,5.818475316639928,2.31657596570819,Iris-virginica
+115,6.164366296640133,2.6324989653323776,4.613000712542581,1.281982598417331,Iris-versicolor
+116,6.2457204015381045,2.522875558818345,3.7035253388171236,1.1003867220883325,Iris-versicolor
+117,5.329009648300189,3.084750497429889,5.372520841658762,2.107337807101741,Iris-virginica
+118,7.142556609481038,2.9589640277182916,5.014166310227573,2.2205319853917254,Iris-virginica
+119,6.106812071206202,2.5364531542010096,3.866237300620395,1.157215513896431,Iris-versicolor

iris/tvae/0/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.559637120676038,2.8490258460563336,5.219408484128529,1.4697197315210169,Iris-virginica
+1,4.885598031817992,3.2296407828327394,1.3238738718094982,0.2012846940552483,Iris-setosa
+2,6.394738888790763,3.16955834883094,5.075651904961749,1.6520990822435124,Iris-versicolor
+3,6.9159742405664275,2.911172051680527,5.280975743546901,2.044403181936936,Iris-virginica
+4,5.571245949355258,3.1938957265558594,5.415885928937148,1.8590181657039138,Iris-virginica
+5,6.680517806606569,3.0772581622975825,4.513086786018667,1.8007863841371643,Iris-versicolor
+6,5.399891809956852,3.280958794111136,4.791525078670406,1.8572824517715076,Iris-virginica
+7,6.345518496547794,3.110624866529368,4.472463760667122,1.648023951852766,Iris-versicolor
+8,6.185009130171275,2.9334335905432867,4.5751702071914115,1.5578525410379842,Iris-versicolor
+9,4.772451658137596,2.9284973654596227,1.5397885321626834,0.3354180106023686,Iris-setosa
+10,6.58698397110104,3.179597712732407,4.823623912526387,1.5349368585237093,Iris-versicolor
+11,6.682730323389842,3.01779564359755,4.4055714785746805,1.6618184028530967,Iris-versicolor
+12,6.439410804352277,3.0489120787495056,4.599620837363357,1.4946075810967754,Iris-versicolor
+13,5.189034808433571,3.0227068317131858,5.073049619836676,2.0998384164458868,Iris-virginica
+14,5.855158904834581,3.251796727948256,4.610335242533691,1.5312498853963343,Iris-versicolor
+15,6.690808123605371,2.985650141557532,4.7866821508310275,1.5207656037121933,Iris-versicolor
+16,5.017408557647406,3.2246902981120225,1.3733834678392551,0.18093369300797124,Iris-setosa
+17,4.976448449703498,3.0489400116398935,1.4927912781041626,0.09117836834392021,Iris-setosa
+18,7.211022855666536,3.084376416550073,5.151814203486452,1.6297090258547968,Iris-versicolor
+19,5.749095681742401,2.4268344456010134,4.124612955593214,1.271330067541898,Iris-versicolor
+20,5.29084894295586,3.187025395395127,1.617923860812454,0.347045339520438,Iris-setosa
+21,4.95051037519901,3.13594559385399,1.5522619080862863,0.39044286965525743,Iris-setosa
+22,4.959568421041332,2.9975546951027288,1.510628642989906,0.24203425981592847,Iris-setosa
+23,4.939644444497776,3.360759319942045,5.225220276122242,2.1478963528972335,Iris-virginica
+24,4.9654305213207035,3.759762556342778,1.180386651061829,0.17829149583402593,Iris-setosa
+25,6.230025849292719,2.6829641228532948,4.9770102036585255,1.6725839951768942,Iris-virginica
+26,5.662812825448529,2.8451135045511213,4.547268427189765,1.2138382063828819,Iris-versicolor
+27,6.572111645616988,2.869110248342509,5.04409728501919,1.890059711513169,Iris-versicolor
+28,6.72344506082748,3.312086915190291,5.6083193883130855,2.289705137067781,Iris-virginica
+29,4.970166806074852,1.8941578369294219,2.7406887989629656,0.6743744337723756,Iris-versicolor
+30,7.633817793574306,3.130936057744727,5.223618252998915,2.0651151587586556,Iris-virginica
+31,5.3265927193084615,3.4839108882588246,1.47739594451624,0.38222762749624334,Iris-setosa
+32,4.483124133651876,3.0339323105860334,1.111912559253573,0.24194342348615996,Iris-setosa
+33,5.039896035480511,3.3587136591275204,1.4575617489052128,0.4676500171931809,Iris-setosa
+34,6.323243784265472,2.8277088246044206,4.55487100599684,1.3284332541518007,Iris-versicolor
+35,5.856473917753982,2.5999613033434263,4.377762499206439,1.5693572353506196,Iris-versicolor
+36,5.404508910466599,3.6042899260267363,1.3086577612089147,0.26006216764379225,Iris-setosa
+37,6.171866428974739,3.6520623421919884,1.959566538928752,0.37350622209762013,Iris-setosa
+38,6.1887321647363365,2.9774388128068296,4.546196419658337,1.8486002935368546,Iris-virginica
+39,6.20796606499037,3.0195738870863953,4.136819105345788,1.4905029897583106,Iris-versicolor
+40,5.617363712816151,3.1036715866144657,4.9102962926068265,1.3779496312976784,Iris-versicolor
+41,5.024133441409517,3.5800141827435117,1.6839414810410076,0.38745975766891794,Iris-setosa
+42,5.16631775233461,3.176410850004179,1.226901715627661,0.05841338444717348,Iris-setosa
+43,4.612891336388017,2.9092031043178235,1.440013037909632,0.10425412774213022,Iris-setosa
+44,6.4436590782272445,3.0515841904414542,1.357255751006717,0.11936828926082349,Iris-setosa
+45,6.5886786715072105,3.303635407193315,4.2604685935741715,1.5027562424670229,Iris-versicolor
+46,4.454311350540129,3.105096043753239,1.3987329429993571,0.14641959426061157,Iris-setosa
+47,6.5219174781008995,2.8815483665601227,5.1047731001851,1.8033274452501464,Iris-virginica
+48,6.817197376928848,3.0185900169104385,4.723470814950739,2.0011995793766193,Iris-virginica
+49,6.80622874809739,3.055670660305574,5.122112305804241,1.8952389908315517,Iris-virginica
+50,6.476192281499253,2.955353402589391,5.524851546726945,2.0512067025290217,Iris-virginica
+51,5.0136427234942085,2.2300012362052897,3.01824248837219,1.0190683081331904,Iris-versicolor
+52,6.560166043181621,2.9282666420912435,5.543828414704672,2.089135777588842,Iris-virginica
+53,5.21962697196831,3.0302775766198087,1.5081201477156545,0.23878208786744218,Iris-setosa
+54,4.459699030916948,3.0944178312530384,1.5458510509112142,0.23802966590824526,Iris-setosa
+55,6.073626840914221,2.4656444262748476,4.757429663381493,1.3885721843188554,Iris-versicolor
+56,4.6365364634953,3.406556796286208,1.2787445211988602,0.17557835070618555,Iris-setosa
+57,4.703466647431997,3.882642894454455,1.7155211519764517,0.43307214517859033,Iris-setosa
+58,5.801961099200865,2.228117714530411,3.95580098989016,1.151334011657653,Iris-versicolor
+59,6.331403509455251,2.7584939433836455,4.989774079433078,1.949970012733478,Iris-virginica
+60,6.567247322154502,2.491317774023741,4.605131912739634,1.5302530923678268,Iris-versicolor
+61,5.052144268366146,3.860719255879563,1.3071340470191408,0.13333371705186883,Iris-setosa
+62,5.1666143137979,3.6785659575924248,1.4707874575876234,0.2312288149731545,Iris-setosa
+63,6.928533866126636,3.0148808872521657,4.52701691431132,1.5550718761196047,Iris-versicolor
+64,5.2462032358077355,3.092536185952211,5.126564168888043,2.021352519456944,Iris-virginica
+65,5.39307061699843,2.967114533692087,4.216921075173901,1.7154095595008239,Iris-versicolor
+66,4.9145054410696325,3.7544353574082963,1.5582645378888542,0.37478499876870114,Iris-setosa
+67,5.8409995536331065,3.0685547170537593,4.290133890951408,1.711369417847624,Iris-versicolor
+68,4.862715875997773,3.5646141236604523,1.483489230889399,0.3313687435521815,Iris-setosa
+69,5.844498375557583,3.1309030243187066,4.323097714526631,1.3584283139046338,Iris-versicolor
+70,5.42176086905359,4.04374799320224,1.531343708930228,0.31376951539410414,Iris-setosa
+71,6.704810093724849,3.0259210811675996,5.028036834770214,1.7010071391340744,Iris-virginica
+72,6.1148040003114446,1.8712267350583582,4.8832708266186655,1.595031501722013,Iris-virginica
+73,6.73427295179336,2.7477350784133896,5.277482457182361,1.8547345153907389,Iris-virginica
+74,6.620177596645813,2.9355173121845115,4.9419195977601085,1.90264650584992,Iris-virginica
+75,7.220681214657226,2.9140202664355286,4.655288221640454,1.6824063800297249,Iris-versicolor
+76,7.00803786016402,3.08472874064574,4.501927226758006,1.6324793769579493,Iris-versicolor
+77,6.499372497516895,3.1278270900050216,4.971220168839768,2.0166615122159435,Iris-virginica
+78,7.201298321443768,2.5860769825354684,4.435025974059688,1.5141188813249102,Iris-versicolor
+79,5.932777705936842,3.026667826274178,4.6363848191910915,1.5279200153534869,Iris-versicolor
+80,6.2060752360247085,2.9454806185632965,4.084948379462403,1.5264758681540482,Iris-versicolor
+81,5.423862911995233,3.302368295554149,5.26595456710632,2.18340818292957,Iris-virginica
+82,5.14051044001319,3.5184997864666925,1.5137314989061035,0.14027274288142308,Iris-setosa
+83,6.668663739662095,3.731884290048496,1.9860691112870454,0.5024430639792964,Iris-setosa
+84,6.789228581143665,2.8917292632849687,4.835151972981798,1.6420416212150497,Iris-virginica
+85,4.901623598808007,3.2606773418848087,1.5097484152912402,0.26561815065916844,Iris-setosa
+86,5.0143581836824245,3.2651666268041173,5.3797874319370855,1.9782290631639248,Iris-virginica
+87,6.634914519676276,2.53300976225196,5.02848744982948,1.8756320344158914,Iris-virginica
+88,6.354908446142973,4.233465201699554,1.5570506211570412,0.33200488855257826,Iris-setosa
+89,4.44202961908541,3.035756431283595,1.3113454591092832,0.19688954018525007,Iris-setosa
+90,6.7408178761314455,2.458638392699968,5.830699282177784,2.097152378462467,Iris-virginica
+91,6.969788091480098,3.160791837433231,6.432551616577921,2.4095650776944075,Iris-virginica
+92,7.016224707081706,3.037847177828645,4.90126495229215,2.3543176486796766,Iris-virginica
+93,5.649377695674798,1.9533686541622337,5.242423418717465,1.6697171172510281,Iris-virginica
+94,8.207486216934747,3.5216490444269435,6.584689831516108,2.352955576512851,Iris-virginica
+95,6.171193271276385,2.5027944454980577,4.924367612922616,1.439042158803088,Iris-versicolor
+96,7.4650613665125185,3.620176955657458,5.42010505268203,2.2533876349626873,Iris-virginica
+97,7.583085736688176,2.803739371231598,5.153546317739041,1.6711345790408336,Iris-virginica
+98,4.657145837467335,2.2879488646427095,3.779932007786014,1.2659126163714713,Iris-versicolor
+99,7.144709398862515,3.7583926713154345,5.8451202467455285,2.321930856616168,Iris-virginica
+100,6.19024671048135,3.145308607815119,6.083910233061772,2.039762688452754,Iris-virginica
+101,5.2199395874933066,2.127773902098492,3.0300785074028536,1.1895175251879253,Iris-versicolor
+102,5.37937185410037,3.180404272618126,1.6882225955336578,0.27970174891361593,Iris-setosa
+103,6.638326907768337,3.0069594667349766,4.529786156384067,1.5245491922597685,Iris-versicolor
+104,5.116604603308854,3.4717072362583226,1.5045438937384434,0.2071962299220479,Iris-setosa
+105,5.0733578732541424,3.3438001910152777,1.9201215461672856,0.4310386732344842,Iris-setosa
+106,5.84293362727129,3.4110350141417296,5.262408441818777,2.1366286539623696,Iris-virginica
+107,4.914977477835667,2.9841820123102116,1.5589735646488125,0.2580175442820906,Iris-setosa
+108,6.7562802434659,2.7328945354961007,5.35925274261762,2.0707679038731204,Iris-virginica
+109,5.088706154160402,3.380911117945779,1.595643201616118,0.24695943637514955,Iris-setosa
+110,7.6742238362824065,3.4907663310087287,6.487954636252512,2.070472328829356,Iris-virginica
+111,5.540297292208979,2.9200415885407396,5.213432360681718,1.6595071607174703,Iris-virginica
+112,5.072918457256853,2.7561487700507397,3.731478858484371,1.1959972674322512,Iris-versicolor
+113,6.4435276626781,3.3070674125743267,5.2194034781338265,2.2006022940950922,Iris-virginica
+114,5.028586808931972,3.8154071626790267,1.178770696813447,0.16088888926969458,Iris-setosa
+115,6.6437160088809035,3.171464518568946,5.584632751691895,2.090656728125216,Iris-virginica
+116,6.2834381844626135,3.167014664906837,1.4785685799440829,1.392979745751017,Iris-versicolor
+117,6.145927469427902,2.092728721810829,4.79842815075772,1.4190539286735653,Iris-virginica
+118,6.443595760090251,2.1411009725532537,5.5424068736843,1.6740065399189235,Iris-virginica
+119,6.51755846422158,3.3563589834168517,6.055505549483549,2.0110830821648915,Iris-virginica

iris/tvae/0/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.571318775127476,1.921699700760952,5.581263177466209,1.584504319775276,Iris-virginica
+1,6.154095285275099,2.8028016811251315,4.987349535224355,1.4416699505748087,Iris-versicolor
+2,4.834018907348223,3.5103461653571015,1.8736892065159303,0.42965860711012066,Iris-setosa
+3,6.97704740342694,3.520588665435354,6.325757660365962,2.280731819211751,Iris-virginica
+4,4.855027859247206,3.367065334801694,1.3758784867884268,0.2780545565896854,Iris-setosa
+5,5.05738171683646,2.926795436754567,1.5725372927126355,0.2403183845221522,Iris-setosa
+6,6.583428707704894,3.536178712984455,5.594889259438251,2.51841458484028,Iris-setosa
+7,6.108441831411047,2.583963253591113,4.488345208844402,1.5402991387068825,Iris-versicolor
+8,4.612583693168264,3.321304330885729,1.52212354176058,0.21293047071948798,Iris-setosa
+9,5.059655191133046,3.0968225523836623,4.867996195442357,2.069187856534316,Iris-virginica
+10,5.298260741063427,2.56994659672694,4.4784470529627205,1.2864128526445948,Iris-versicolor
+11,6.312507892035949,3.1111351988019353,4.550860418644334,1.3938699402539365,Iris-versicolor
+12,5.432467541637415,2.985962006669562,4.854409814392206,1.8417243065655378,Iris-virginica
+13,5.283020304362501,2.4451353821585533,3.876434530887579,1.1077803127628603,Iris-versicolor
+14,4.712146252757709,3.1614703351135875,1.5673230311226836,0.1659139082739343,Iris-setosa
+15,4.585846684490427,3.347377404837791,1.2043282024512556,0.1570619856169792,Iris-setosa
+16,5.3361982769487915,3.3703587186276405,1.5061451840777786,0.18407271865794073,Iris-setosa
+17,5.861865289515653,3.099683170732186,4.695942149642079,1.424787858059394,Iris-versicolor
+18,5.629411696958206,2.9477706630330944,4.341154129411969,1.1955600643605628,Iris-versicolor
+19,6.4753256250850315,2.8797779126667726,5.376115178888456,2.2299232877512405,Iris-virginica
+20,5.328609177313816,3.0783660447320336,5.008063347119938,1.9013449953496568,Iris-virginica
+21,5.25454524828455,3.018246212155704,1.5897823811937437,0.4185130514575865,Iris-setosa
+22,7.288393203076225,3.131181729139208,5.276509881979034,1.902126020071618,Iris-virginica
+23,7.062641485490217,2.6661886295336186,5.527378145581096,1.920227497799805,Iris-virginica
+24,7.023975581532336,3.125231441192265,5.1911363705089935,2.027149166520303,Iris-virginica
+25,6.215948389310413,2.9992422620718324,4.8431404981645425,1.7530983260311572,Iris-versicolor
+26,5.409611656760898,3.194420318570743,4.94083986497106,1.0129059001917446,Iris-versicolor
+27,6.489774823474583,3.0469534899485713,5.278782728376028,1.9653278735155806,Iris-virginica
+28,6.731428448584437,2.874452649900027,5.179659064568223,2.1045539628372345,Iris-virginica
+29,6.384958797905797,2.9309430568501336,4.224495309496176,2.1205503122564955,Iris-virginica
+30,7.168748743105429,3.1622511337186263,4.503204907394593,1.5474556839638722,Iris-versicolor
+31,6.636406119277084,3.0116546276199174,4.781403879354163,1.5918756162008465,Iris-versicolor
+32,4.7550997268021735,3.6018571412061915,1.4563697608106343,0.33719956180137256,Iris-setosa
+33,5.96334418018931,2.6526924986256524,4.135161938368226,1.419378210416656,Iris-versicolor
+34,6.979389742311048,2.947848928247988,6.097746896550365,2.2566201736074967,Iris-virginica
+35,5.0169778314855,3.414352741068202,1.2224080055173803,0.11118227362373032,Iris-setosa
+36,5.073468752456158,3.1118055670713485,1.5583972914650925,0.1925236808249417,Iris-setosa
+37,4.92476083009721,3.037808921333487,1.5438885575757253,0.15034558206090354,Iris-setosa
+38,6.170859476562734,2.862407111898389,4.705710983073397,1.700373501993347,Iris-virginica
+39,5.052269094234213,3.2130093692302717,1.5571823430861882,0.3335285381282926,Iris-setosa
+40,6.101273266875864,2.459753252530372,3.98836188418914,1.231390531834744,Iris-versicolor
+41,6.2011182145001165,2.732514088854566,4.349695545745362,1.4158991924594153,Iris-versicolor
+42,4.560944560856534,2.9727411515458586,1.4364726165753554,0.047390745304251636,Iris-setosa
+43,5.263782417423384,4.325662871722746,1.7428063298812655,0.3693975799332523,Iris-setosa
+44,5.187750006227426,3.473948805949382,1.5634280232953213,0.3708454660561279,Iris-setosa
+45,4.319433141774495,3.3364538957508576,1.6785902617879247,0.02378390551113213,Iris-setosa
+46,7.3177225491922275,2.460495192010939,6.573140284976909,1.7916683053291251,Iris-virginica
+47,5.7085126559118065,3.115692354137885,1.3793311315636985,0.08885448941719828,Iris-setosa
+48,6.644142841046835,3.9978254818936096,1.7295428018057484,0.2546182472007351,Iris-setosa
+49,7.036808131724456,3.2571322142876045,5.435197674751044,2.162140276127289,Iris-virginica
+50,5.02385204252934,3.5683133620743828,1.4710560512002382,0.2597369022783722,Iris-setosa
+51,6.734951087899458,3.1752641315194703,5.973809495446698,2.422923126781906,Iris-virginica
+52,6.4677327630713615,3.0153871406511032,5.086175065474347,2.1166576133037913,Iris-virginica
+53,5.564690580520929,3.0939497588679385,4.713571669779159,1.432754599896092,Iris-versicolor
+54,4.154295429926438,3.317591669303998,1.4835542382508047,0.024417977214993947,Iris-setosa
+55,6.947316703473223,2.9511995236097497,5.311784571852102,1.9287610112420213,Iris-virginica
+56,6.925501790827454,2.6660271750676503,5.919585688113776,2.0066683529919356,Iris-virginica
+57,6.142894374453261,2.186131218302091,5.267543578314914,1.9006497880561686,Iris-virginica
+58,5.59844536520732,2.5026579761178245,3.8685201190886587,1.181734266305671,Iris-versicolor
+59,7.3699406680038315,2.61236042344878,5.6687419698459784,2.2359010240444257,Iris-virginica
+60,6.468168006996229,2.9609015114123114,4.736359232918473,1.6566678297405537,Iris-versicolor
+61,6.1504997621572395,2.7712069698519985,4.103659818197403,1.2334681735305928,Iris-versicolor
+62,4.050943015469034,3.122738978841087,1.2340286582909714,0.04338346578791652,Iris-setosa
+63,6.33980666412873,2.751645053457996,4.55487077397761,1.5675113345755876,Iris-versicolor
+64,7.090097622618492,2.8697794881888434,5.346063902269668,2.257577037870522,Iris-virginica
+65,6.592921787445339,2.4711191969804593,4.49581008549274,1.4833044639122068,Iris-versicolor
+66,4.908012986954541,3.0576815497785406,1.5109219625702182,0.14244571286613694,Iris-setosa
+67,6.696005669269136,3.861976814241434,5.917063264161522,2.1983200508757004,Iris-virginica
+68,6.643004293942919,3.0980608240413257,5.166586196408627,2.2682268641862144,Iris-virginica
+69,4.950374379419549,3.2027783475647165,1.6385110998390868,0.29757653597748035,Iris-setosa
+70,6.127467876822076,3.1841152096181076,4.956201266295647,1.3571808434324502,Iris-versicolor
+71,5.911402193631412,2.398478809357964,4.945637208591677,1.3650910838299886,Iris-virginica
+72,4.461077769366544,3.049384140469789,1.4672737742488875,0.08686454743915878,Iris-setosa
+73,7.174685001230154,3.0016802600171943,5.44573475143518,2.252273111481794,Iris-virginica
+74,5.162044081500332,3.239352454053796,1.6264502657930675,0.34560170783766475,Iris-setosa
+75,6.070272561630034,2.9632520359392482,4.375056605824018,1.3018829555434863,Iris-versicolor
+76,5.056854710741902,3.2524885808719133,1.3728542208838217,0.41157948997109456,Iris-setosa
+77,7.100546215043008,2.755046872139441,5.795001616561343,2.176767413548956,Iris-virginica
+78,5.353815182086153,2.9207129497340185,1.5556774144816807,1.2988538897698232,Iris-setosa
+79,6.10344593867731,3.23719616551704,5.399306288065665,2.139482870474443,Iris-virginica
+80,5.060364706040287,2.898041562136857,1.5896420361094543,0.21503512090801968,Iris-setosa
+81,5.119802399500158,3.7249568189408206,1.3257990880250015,0.18533342577218306,Iris-setosa
+82,6.551326087618526,2.6313525949131353,4.728629028323312,1.4607273132792566,Iris-versicolor
+83,6.199842579458674,2.8711022395942924,5.536618634590999,1.9840384522549277,Iris-virginica
+84,6.3736524142804125,2.448936116938605,4.380015386245226,1.4337062461299281,Iris-versicolor
+85,5.242208902295818,3.1392644707719852,4.866216895453952,1.8173820937884522,Iris-setosa
+86,5.778482695506581,2.634982786010624,3.917378343327011,1.5820533874394793,Iris-versicolor
+87,5.982664753798794,2.917924370592274,4.984067088775495,2.0231626230885404,Iris-virginica
+88,5.760983131308813,2.7585237098391135,4.689451536376286,1.404748861959216,Iris-versicolor
+89,5.473640488673982,2.716726737066398,4.1637288912088275,1.4450084065762314,Iris-versicolor
+90,4.997861847886851,3.0669761687830714,1.6508776065711732,0.5881993040387246,Iris-setosa
+91,5.266877050331286,3.1372149119946044,1.6346354232363611,0.3798103483533155,Iris-setosa
+92,6.725943118017734,3.0228441273309286,4.438076749920316,1.1952039838450375,Iris-versicolor
+93,5.165503536250996,3.0701008159989027,1.4844135782208356,0.21232848678715277,Iris-setosa
+94,4.954800116903769,3.2034453418116033,1.050849008450494,0.0364277724258632,Iris-setosa
+95,4.938126972082351,3.796573070883707,1.2673728643148392,0.18576707429319522,Iris-setosa
+96,6.399789719568277,2.9260305214141873,5.879569799702864,2.282552303359431,Iris-virginica
+97,6.319238858271053,2.555298641697818,5.003860751389158,1.5713811080477773,Iris-virginica
+98,5.30251718024085,3.43960048095093,1.4884961908538261,0.3659892047806068,Iris-setosa
+99,5.919600788365891,3.0712917697024658,4.282845774314785,1.7442516356819622,Iris-versicolor
+100,5.4732781317912425,2.8060193575075583,4.069143237794865,1.3906855085311598,Iris-versicolor
+101,6.09379360474794,2.7146180786886367,3.8720926868510586,1.1069635465913823,Iris-versicolor
+102,5.650386277271374,2.2814548452584043,4.20153450195262,1.2317444399257735,Iris-versicolor
+103,5.016821398023376,3.222433311621756,5.307888880157889,2.184267257399112,Iris-virginica
+104,4.967157064079378,3.3737897496555096,1.4986065858927038,0.23245020333116323,Iris-setosa
+105,4.775924227776073,3.6915055802778287,1.6095004229782601,0.4115996747932784,Iris-setosa
+106,6.566802242607315,2.9769601310536142,4.609232851724542,1.2928429145852611,Iris-versicolor
+107,6.312379867997838,2.715184946338188,6.0605230915396024,2.265313442044975,Iris-virginica
+108,6.628630581480909,2.9591247118465787,5.77042726211865,2.093349252995327,Iris-virginica
+109,4.769598411492215,3.3801527714080684,1.8015654905205591,0.3355729526813479,Iris-setosa
+110,5.7652398556473115,3.7493399599594492,1.6987293409829498,0.26879678667470497,Iris-setosa
+111,6.032552536433832,2.360837033729385,3.7914748969475216,1.214952067012501,Iris-versicolor
+112,4.633828275437007,2.9087815279133706,1.3685103916381687,0.24975337512798496,Iris-setosa
+113,5.720419591287238,2.6758637928113616,3.817009319049923,1.0823657318521853,Iris-versicolor
+114,6.716444406809789,2.742259313992864,5.209932762891297,2.040771404563155,Iris-virginica
+115,5.691563515381663,2.5499237390727756,4.392589869127389,1.587431277676707,Iris-versicolor
+116,5.715405438107367,3.193692688930614,4.879082485938017,2.062244950699196,Iris-virginica
+117,6.14067610679978,2.3091260580420556,3.5924738916385124,1.277561232236068,Iris-versicolor
+118,5.140342864864504,2.4104895077435264,3.556812315995515,1.0648309227031232,Iris-versicolor
+119,5.1234133473798185,3.425698519092353,1.5676279856622028,0.33582653673606144,Iris-setosa

iris/tvae/0/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tvae/0/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.659088249463282,2.9729888483126468,1.3423777845237677,0.279569450321973,Iris-setosa
+1,6.2938511599405995,3.189397615900253,4.155205463573301,1.3835736395869365,Iris-versicolor
+2,4.795324299305915,3.1996267666961153,1.558412090014269,0.34647172078543764,Iris-setosa
+3,6.628414359211411,2.4672321480978945,4.346319072985155,1.2517834016801963,Iris-versicolor
+4,4.139727320681066,3.3040257503885178,1.3798250544606192,0.19296827537312805,Iris-setosa
+5,4.795434454620329,3.604784277630911,1.6954336794710692,0.36013591171604903,Iris-setosa
+6,5.2723833805954925,3.330653866716024,1.5333574687355687,0.4406048903373414,Iris-setosa
+7,4.609987899918232,2.9739403443614782,1.550706862131135,0.3253114055160046,Iris-setosa
+8,5.316836837069722,3.1510936482039194,4.462776140248073,1.3382730294534984,Iris-versicolor
+9,6.949056156478121,2.3592136604323066,6.261642024031903,1.9699764298955904,Iris-virginica
+10,7.1671032711587195,2.686925872869903,5.836596156565576,2.1695409916462207,Iris-virginica
+11,5.132398673891927,3.0414407550572027,1.552441431747244,0.16705707368871764,Iris-setosa
+12,5.1020047542761215,3.1974701890349047,1.5891679041773572,0.4029136183910726,Iris-setosa
+13,5.434966612087544,2.5808713308810725,4.292003664114931,1.2782390806248145,Iris-versicolor
+14,5.20452073504559,3.4056679131631666,1.2635882820997522,0.3782088623234277,Iris-setosa
+15,5.299986738785204,2.8105367380197155,4.064802694208645,1.3902510531143875,Iris-versicolor
+16,5.575754391527344,3.7983478424701453,1.9732555195101915,0.4338048101284906,Iris-setosa
+17,6.458383389784646,2.8460827715880783,4.384067882495564,1.2461093900486788,Iris-versicolor
+18,6.083023588135337,3.1669252734440945,4.769205917325462,1.724115956259376,Iris-versicolor
+19,6.561655169139181,2.8948674811298725,4.552781999834632,1.6887880316183315,Iris-versicolor
+20,4.690228135086047,3.2208419221302425,1.4256655865996175,0.25067713802045277,Iris-setosa
+21,6.338739184176611,3.0979767138521606,4.8166922977230575,1.5997513311925384,Iris-versicolor
+22,5.790693951759266,2.408237729340894,3.9343366862817533,1.3183501262672475,Iris-versicolor
+23,4.817286854183644,2.921727518414575,1.4017221621602045,1.0235297193979949,Iris-setosa
+24,5.104359180318783,3.5979898520260742,1.5677266190105041,0.30155693933721456,Iris-setosa
+25,4.8893835091621485,3.861339049093495,1.2742020171246113,0.1990110988425036,Iris-setosa
+26,4.858695834873765,3.302508854583766,1.5064064166632742,0.3610005467981288,Iris-setosa
+27,4.835877871349024,3.3825994597834113,1.4270415813901758,0.2721397918210608,Iris-setosa
+28,4.586498177013068,3.390077799158153,1.4390034350974787,0.14315255936456925,Iris-setosa
+29,5.390878079618707,2.2807807473183663,3.2451178065029325,1.1032500446403501,Iris-versicolor
+30,5.211179962996068,3.3428877883967822,4.819887142266216,2.349631130845559,Iris-virginica
+31,7.130835025993682,3.080438186810841,4.6622880453298,1.7984882206678996,Iris-versicolor
+32,5.255066996833843,3.1022022310401565,4.528109949972241,1.6917288470305432,Iris-versicolor
+33,6.4167649275357235,2.8413294429177363,4.5502523177244605,1.9219306481861473,Iris-versicolor
+34,6.909025895251622,2.992184770632286,5.063383761226665,2.263565916832224,Iris-virginica
+35,5.4142389615154345,3.3194806174407656,1.5822601491885915,0.43388454449566305,Iris-setosa
+36,5.237926307160643,3.758958797031509,1.5589641656894617,0.22690172882319581,Iris-setosa
+37,4.956160910728225,3.4748689942750914,1.6799423011240737,0.31582430989196175,Iris-setosa
+38,5.160591784084438,3.6200388901637797,1.5922051978181073,0.2456109504365075,Iris-setosa
+39,6.100075463629713,2.3533875625943734,4.12473258253763,1.3829348049720052,Iris-versicolor
+40,5.010452902604698,3.1906894014748977,1.8523750849696166,0.40557569138265526,Iris-setosa
+41,4.957022230035865,3.212220547725872,1.321911392379358,0.30341649395526077,Iris-setosa
+42,5.783725386988951,2.9411231333059553,4.3732203225276045,1.6925450103589055,Iris-versicolor
+43,6.387431554977507,2.385281103709692,4.163047525895642,1.243775997438847,Iris-versicolor
+44,5.524854941568609,3.177996033364679,1.5585394342307546,0.39485288065795004,Iris-setosa
+45,6.231730268788778,3.013724065052486,4.6758450556070255,1.2712262112826125,Iris-versicolor
+46,6.708950798114784,2.7384254916038677,5.132726209111053,1.6708818045937002,Iris-virginica
+47,6.53475970384986,2.9918557045582252,4.5195009036124,1.700619152127387,Iris-virginica
+48,6.25823762605395,3.2086679760172943,4.849955990287398,1.832645058238111,Iris-virginica
+49,6.677862895714386,2.386040686813501,5.809300728023828,1.6513319410400906,Iris-virginica
+50,5.5407150615425875,3.3878654240210753,5.404339007350355,2.266407714403203,Iris-virginica
+51,6.610275024475372,2.8213701365086,4.19840584463605,1.3361024243294786,Iris-versicolor
+52,6.84832689042484,3.2933165540495706,6.2712031189984705,2.4333846976668925,Iris-virginica
+53,4.993752734206093,3.4539423431241305,1.1689236769427422,0.15079575537834133,Iris-setosa
+54,6.49570051282337,3.3730554410054685,5.250892765629903,2.505488264814069,Iris-virginica
+55,6.533653296845529,2.6283386338971884,4.63281765631305,1.4009388255699908,Iris-versicolor
+56,4.900004564780208,3.248571955838811,1.3952780346950384,0.30699639115476474,Iris-setosa
+57,4.775913086683141,3.4386049689662213,1.25500059385876,0.1476911704237699,Iris-setosa
+58,5.70604780390355,3.03702651109992,1.4751852808394847,0.10957111694195118,Iris-setosa
+59,5.991230961517864,3.2091003299686762,5.112672355970136,2.05278471745527,Iris-virginica
+60,4.939534159862559,3.267147164509631,1.6412054518480208,0.3464209401909893,Iris-setosa
+61,4.970598695304223,3.3668797233342613,1.6687162662427137,0.30111168252718046,Iris-setosa
+62,5.027266533900558,3.0355842500942525,1.3846331615145189,0.177810788080179,Iris-setosa
+63,6.765684317732445,2.575555611348734,5.413588674841602,1.8773647774365287,Iris-virginica
+64,4.547301181883723,3.647107483022898,1.5911207073619185,0.37341021057882046,Iris-setosa
+65,6.624654970580447,3.1475696680178427,5.390476224562028,2.026839451159749,Iris-virginica
+66,4.131073123943349,2.865386490549599,1.28908818183383,0.10000712274615137,Iris-setosa
+67,6.203732849759068,2.950801614747927,5.088871467701091,1.9456295380388153,Iris-virginica
+68,5.220817860176724,3.201436609118706,1.6302468773457284,0.2790228239436614,Iris-setosa
+69,6.408782175448461,3.081973461724191,4.267032753159242,1.4711576690557964,Iris-versicolor
+70,6.074688091425382,2.7333243570917998,5.048416629235039,1.7042478806809054,Iris-versicolor
+71,6.8411911810509265,2.8756203397936138,4.853534029918857,1.9715292227459613,Iris-virginica
+72,5.101466188451,3.4333565225807785,1.3598239036115707,0.35696759800315403,Iris-setosa
+73,4.955737509741201,3.518317365652904,1.7311605914421082,0.46639816033124604,Iris-setosa
+74,4.788991435943453,3.050155265697932,1.4359089752363972,0.26605194820248335,Iris-setosa
+75,6.176969754753997,2.5805157591674686,3.552148274895851,0.9594945165078392,Iris-versicolor
+76,5.743885192533745,2.891924427363976,5.123569921760153,1.8753816279071185,Iris-virginica
+77,5.897350561171583,2.7169552897010845,4.119007074357889,1.1362319387188131,Iris-versicolor
+78,5.165067144860619,3.449033722184082,1.6695106471436105,0.5043350562079554,Iris-setosa
+79,4.69357976022275,2.5071733639009737,3.440684511897182,1.2301112196519906,Iris-versicolor
+80,5.849846042889115,2.5707369726600273,4.006828563641405,1.3808220712506876,Iris-versicolor
+81,6.444997099884386,2.607684995598774,5.829983787129778,1.8011041761957471,Iris-virginica
+82,6.866002599877185,2.758541502627234,5.296463325373227,1.8784181281818015,Iris-virginica
+83,6.736071249784979,3.3034621240092132,4.34220834203872,1.7325146065408006,Iris-versicolor
+84,5.975304445244726,3.1264042460696464,4.569378100284696,1.3089562179298193,Iris-versicolor
+85,5.094676053111465,3.0119087176840065,5.308118852035826,1.8242092368463418,Iris-virginica
+86,6.6268927321021245,3.070146755319642,4.63805810405998,1.351987685877727,Iris-versicolor
+87,6.183647862226232,2.665837181326676,4.1566083038144725,1.060922924130543,Iris-versicolor
+88,6.450239579431184,2.56389105717089,5.5478555813068136,1.9405354421766903,Iris-virginica
+89,4.807401423109588,3.052611475473238,1.653071785322533,0.2178075518627852,Iris-setosa
+90,6.3704896462874006,3.125910340817209,5.548547089500745,2.606488621764986,Iris-virginica
+91,6.34640169997707,3.078349153818579,4.170882814662487,1.331511158476205,Iris-versicolor
+92,4.609864352567665,3.3095926379235316,1.4441159648781583,0.1657726444991632,Iris-setosa
+93,6.491628091707906,2.9752305091166757,4.808424621282779,1.632861859445662,Iris-setosa
+94,4.725280213574566,3.367976379057477,1.5758794628258685,0.24725219445630556,Iris-setosa
+95,7.089977706082637,2.892959007105658,5.272288545391239,2.0604614342131207,Iris-virginica
+96,6.179619482014244,2.7526817958829106,4.653220509093685,1.2165379745108802,Iris-versicolor
+97,6.586583558063581,2.7909490062070974,5.315455878699933,1.8594212672667227,Iris-virginica
+98,5.8731566046074475,2.9736100167655493,4.3929776803926055,1.2449090257751931,Iris-versicolor
+99,5.219503405646455,2.808901706841877,4.384778271296884,1.245701235595106,Iris-versicolor
+100,6.756260274179203,3.0340879805695447,4.660345218559281,1.6003450735489515,Iris-versicolor
+101,8.118670971037359,3.149982690451083,6.845664567229703,1.972907170839831,Iris-virginica
+102,5.879884705669793,2.9991809185379754,4.892903177734926,1.7689441831219006,Iris-versicolor
+103,5.8915689300550405,3.8991057412438064,1.6946161982867345,0.27952374891491294,Iris-setosa
+104,6.682689888057408,2.9778966571090026,6.064253505661527,2.456990609578596,Iris-virginica
+105,7.420654620290802,2.6371461547779558,5.180428151470068,1.743669479636515,Iris-virginica
+106,5.4077753758333085,3.428907111853626,1.6878649916262645,0.33030983528272373,Iris-setosa
+107,4.839191624705461,3.162049143749954,1.7319268862740664,0.11746991511709806,Iris-setosa
+108,5.57500316629462,2.698264182897687,4.150994938715421,1.3842011168103339,Iris-versicolor
+109,6.477805838379269,2.687836512054558,5.635796403857648,2.0278826379695247,Iris-virginica
+110,5.130762035851234,2.735718749926566,3.8931373667375695,1.168381792193311,Iris-versicolor
+111,5.594167450141733,2.7911370978847247,4.067371412912697,1.3393567342051789,Iris-versicolor
+112,7.208955253383024,3.175069749164992,6.6633163471956465,2.248731045183613,Iris-virginica
+113,5.113088017943799,3.0101123059589496,5.0050441522075735,1.8008271431146554,Iris-virginica
+114,6.035263760268376,2.3938641317567133,4.070349662595947,1.178877096836987,Iris-versicolor
+115,4.840047075310947,3.0892635600741367,1.396622570898567,0.30015100745200773,Iris-setosa
+116,4.815550676882408,3.1883662370753405,1.2790347828338258,0.06808754853948376,Iris-setosa
+117,4.475507727079838,3.343252937865812,1.5036605055185168,0.04129611378123507,Iris-setosa
+118,5.524087544520132,3.235493446501264,1.2832923693872422,0.2439164338207192,Iris-setosa
+119,6.204518103996268,2.907010332923688,5.651158675734267,1.9126207338906092,Iris-virginica

iris/tvae/0/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica