a

iris/tvae/1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.105191440932945,3.5396364179521087,1.3739433265979075,0.21020655857299983,Iris-setosa
+1,6.7984716744381135,2.767623459451183,4.829885342813167,1.6369943357405037,Iris-versicolor
+2,7.314386586825751,2.8901338682939484,5.600650981120963,1.9035390959690615,Iris-virginica
+3,4.956472220717872,3.432784704062071,1.4607301781631987,0.24542033886345563,Iris-setosa
+4,5.242932245028431,3.4686752755434136,1.5086989384611813,0.20483996703959967,Iris-setosa
+5,5.324886396654204,4.203597775384262,1.1132451444426692,0.3548717786561808,Iris-setosa
+6,5.242309146784783,2.3331881840820126,4.0375102666202265,1.1039855362881548,Iris-versicolor
+7,5.498943372790829,4.391434469700004,2.251812066624889,0.5342335280863801,Iris-setosa
+8,5.49180047775563,3.8175809427018526,1.371169181209636,0.22387881440771173,Iris-setosa
+9,5.680102974714893,3.975404300142954,1.339872730753962,0.17098218048203018,Iris-setosa
+10,4.539050649652882,2.871657986950359,1.4785028107955505,0.20159263657952758,Iris-setosa
+11,4.701764015975807,3.6119575037387994,1.1343605235239476,0.14547588848531118,Iris-setosa
+12,6.5437268260942,2.683304701405372,5.283361495875688,1.761162888675806,Iris-virginica
+13,5.045842101013195,3.6296914919835923,1.4937095733107553,0.18691213867774287,Iris-setosa
+14,5.000313807433505,2.3267760926430796,3.543126790740957,1.0544711835500835,Iris-versicolor
+15,5.670709445063551,2.99539250386563,4.4173061950426105,1.5110195272367717,Iris-versicolor
+16,5.979427843015421,2.6596865587490814,3.8694292399380132,1.2018770982694955,Iris-versicolor
+17,4.995539626768757,3.2818617763952482,1.352574114746808,0.18138143933813827,Iris-setosa
+18,5.286314295508307,3.3625899100848597,1.3680322570630006,0.2717534396318497,Iris-setosa
+19,5.874226136540044,2.523674281223332,4.8864844835577035,1.7677251895511232,Iris-virginica
+20,5.113162778291761,2.599221509191279,4.078564469166418,1.2273453231180593,Iris-versicolor
+21,4.812690701230821,2.8979904394031415,4.319585781398508,1.6022352735817798,Iris-versicolor
+22,5.077450110119475,3.8065560030465226,1.4586349175910922,0.06412245862282076,Iris-setosa
+23,4.8230175139695515,3.613063754991917,1.434803925031775,0.1284901602418519,Iris-setosa
+24,6.823920104435404,3.2091077188280885,4.602782725632866,1.6185147242962012,Iris-virginica
+25,5.986810867905361,3.4368726775529606,5.246261234237848,1.9511765772725453,Iris-virginica
+26,6.067799394872666,2.5970012847347133,5.030734120348284,1.6346657525311634,Iris-virginica
+27,5.427201765347679,3.164265128199575,4.381340266917154,1.2420997567451906,Iris-versicolor
+28,6.471323431350499,2.5140071035753957,4.949945892359174,1.8885232383285289,Iris-virginica
+29,4.970925330673798,3.1963384602582012,1.329832058698078,0.20208767169049485,Iris-setosa
+30,6.715226341046911,2.859151346451922,5.241275546740614,1.6679049423813586,Iris-virginica
+31,5.733515586998484,3.2157505156322754,3.6531695549168166,1.21004880885182,Iris-versicolor
+32,4.669422847250552,3.2596725011899865,1.65339369324387,0.1898422267549172,Iris-setosa
+33,5.501363972857913,2.723505491982145,5.179253123598937,1.540713848408146,Iris-virginica
+34,4.593661721496948,3.24375811196227,1.3958047069755581,0.16616213935155755,Iris-setosa
+35,6.588910987805951,2.919836910024972,4.3139623267157,1.3195576505918505,Iris-versicolor
+36,6.149332533982571,2.9759152571020113,5.103929793068122,1.8730297970087073,Iris-virginica
+37,4.924296481104915,3.0452779662763025,1.400541965449032,0.2943070195794037,Iris-setosa
+38,5.2048296920911525,3.3354644817483754,1.1586970213809507,0.29338864065599785,Iris-setosa
+39,6.595828861329676,2.9553279661385923,5.777401421231681,2.081270869905009,Iris-virginica
+40,5.53189457446161,2.894049919245987,4.749069149986571,1.779659204354367,Iris-virginica
+41,6.626158654135633,3.6885630902102466,6.018030604161828,2.3609783102761144,Iris-virginica
+42,6.421085881242463,2.995327226546107,4.055493430826354,1.410368946211288,Iris-versicolor
+43,4.768686602952222,3.2155812058562985,1.6566766562678648,0.2348489199298662,Iris-setosa
+44,5.7057815397072496,2.690427701733422,4.456009010960952,1.3703355544824274,Iris-versicolor
+45,5.603915466218017,2.782933203867041,4.1471514745018,1.2035644719247873,Iris-versicolor
+46,6.342858838345215,2.8214770268988945,5.2547869921369115,1.961692718082079,Iris-virginica
+47,6.827636159272891,2.685699787647942,5.895656309052155,1.8710455002950894,Iris-virginica
+48,4.363370382405552,2.9149718086054,1.3470142183123104,0.20660908655327076,Iris-setosa
+49,6.492182455520981,3.4486050222522526,5.939659855923258,2.4345406184393137,Iris-virginica
+50,5.498121788382382,2.9985035049099737,4.845889123648254,1.54824653483805,Iris-virginica
+51,7.233101658442731,3.3639602590407134,5.847771046740422,2.297199688089766,Iris-virginica
+52,7.5778534789733545,3.28512235528533,6.641871728522277,2.187351872150441,Iris-virginica
+53,6.039615828027786,2.585175024425395,4.726755878673255,1.5718124124294555,Iris-virginica
+54,4.630576707150259,3.237267184518844,1.463225686622303,0.2876508065983337,Iris-setosa
+55,4.972727814450327,3.3891538788895557,1.4034858119751066,0.24311963664543082,Iris-setosa
+56,7.008366947744731,2.9181383734383703,5.663024020604777,2.032500290114265,Iris-virginica
+57,6.48677477325356,2.8489915800119925,5.49085376188689,1.9905222437691272,Iris-virginica
+58,4.922134959050246,3.531607448806981,1.5875132417470244,0.39957108036372857,Iris-setosa
+59,5.238584293062357,3.940554652724054,1.388082709327874,0.24451585518984298,Iris-setosa
+60,6.056222864617031,2.831602883912139,4.306883167023439,1.6276716506088007,Iris-versicolor
+61,6.388217380437136,2.7796551990952314,5.693554247608689,1.9364163051759251,Iris-virginica
+62,5.447927879455172,2.9170721905071826,4.233575109533,1.0455036819643284,Iris-versicolor
+63,5.300885969370455,2.1342599586944404,3.854225517116292,1.2683044792725149,Iris-versicolor
+64,4.768235019339146,3.2587816757550145,1.4963189268917447,0.20077093339969393,Iris-setosa
+65,6.390459518901666,2.608551147615139,5.171903184605097,1.8654732382278711,Iris-virginica
+66,5.7138000688735335,2.6839761611042405,4.51402062831539,1.8174671397075701,Iris-virginica
+67,6.0691992873505844,4.2745737234009535,1.4535811142845723,0.1846278319874055,Iris-setosa
+68,6.53858290097742,3.3566556284613975,5.8862473686608325,2.407454436937029,Iris-virginica
+69,6.497027242449245,3.5039587782502926,5.464526497093141,2.3313872898989394,Iris-virginica
+70,6.884775052031033,2.7432118682507607,5.444125165377593,1.6461416278615038,Iris-virginica
+71,6.6127592828668185,2.927052865552883,5.5658338078573895,1.7001144209387302,Iris-virginica
+72,6.1429820671916335,2.826479254801837,4.57857646137282,1.7428883016544636,Iris-virginica
+73,4.685013490097251,2.7799295206405366,1.280759667590586,0.26175944001975443,Iris-setosa
+74,5.890098000402637,3.042759061248508,4.658959351921427,1.6048666248186094,Iris-versicolor
+75,4.835912281872348,2.8475789365050486,4.594207829632556,1.7011082701583098,Iris-versicolor
+76,6.734223958178147,3.610147742602595,5.895350679700953,2.684296350661597,Iris-virginica
+77,6.1310454989720915,3.20318683724086,4.9786765834939635,2.0289282525146106,Iris-virginica
+78,4.716314070146519,3.773951075922345,1.394074195731522,0.24122714362999287,Iris-setosa
+79,5.573141791072407,3.277122169138064,4.4194732674619095,1.3235478803493959,Iris-versicolor
+80,5.942786494347462,2.790350010219124,4.520943986899577,1.5233298629441088,Iris-versicolor
+81,5.339176261393591,2.9218471563804433,1.2492532890699464,1.4068778208795487,Iris-setosa
+82,5.799058139956676,3.276155361921898,4.379430814195413,1.3784354332004543,Iris-versicolor
+83,4.906218630978618,2.9521447838170727,4.560222760249477,1.8028181004475665,Iris-virginica
+84,5.7479370831626175,3.053405190559393,4.461100146554746,1.729751748411744,Iris-versicolor
+85,6.775329816252665,2.6376396324821374,4.714218920747499,1.4921245129726783,Iris-versicolor
+86,6.139786496244183,3.1182477338088885,4.676975966716215,1.6081299106060272,Iris-versicolor
+87,4.232878099353245,2.8813943273449385,1.4164030819696194,0.07499682947055747,Iris-setosa
+88,5.642521036854294,3.101499774010462,4.474639444980901,1.52737147041272,Iris-versicolor
+89,5.955857004937508,3.033227223786365,4.803179684465077,1.6341551397632101,Iris-versicolor
+90,4.745123658575115,3.292354886320973,1.5076070682956015,0.18875205926865024,Iris-setosa
+91,6.834217791097265,3.034009541094831,4.432498073640085,1.5714709087929821,Iris-versicolor
+92,5.344588017786404,3.600491301640929,1.7429872620198954,0.3610915050544645,Iris-setosa
+93,5.283960840517391,3.6485995612980995,1.3481385676601398,0.1758404176686578,Iris-setosa
+94,5.736327886727646,2.9772945005794242,3.856132797033053,1.4477816397099132,Iris-versicolor
+95,6.284899433848112,3.29433051896819,5.402163388609595,2.318069595499667,Iris-virginica
+96,7.423058169368593,3.229506506920905,5.827087062848879,1.9938096109111612,Iris-virginica
+97,4.77221599583726,3.1805284177282833,1.535046815308446,0.11030788529040542,Iris-setosa
+98,4.416083881800629,3.356427757951132,1.2998481151840187,0.12499054901661058,Iris-setosa
+99,6.51891976674672,2.815070873319666,5.63058463495932,1.7030839356821619,Iris-virginica
+100,6.1228449219893495,2.24446069264315,3.921313173116955,0.9995962939784794,Iris-versicolor
+101,6.820891674089205,2.7795674684124956,5.0915451446020645,1.6182365228877715,Iris-virginica
+102,4.506542695046141,2.968825905106492,1.2219506002752785,0.06245013575250713,Iris-setosa
+103,6.344054676584834,2.6405786652813603,3.825111320273443,1.2174527004511266,Iris-versicolor
+104,6.3202217233614535,2.589596481211304,4.172231273005166,1.2420843360695142,Iris-versicolor
+105,4.83176225552975,3.3020403356449526,1.3351076613639936,0.0851995609878331,Iris-setosa
+106,6.082109087574538,2.728453766844618,5.009540209557755,1.5847929133869894,Iris-virginica
+107,5.7047072567397406,2.759609226120503,4.051840973854294,1.0991683865895334,Iris-versicolor
+108,4.884777288950561,3.2134146609024024,1.363111957807138,0.09488750127495305,Iris-setosa
+109,5.84910170616874,2.8297216885382395,4.814989435605079,1.777156510243707,Iris-virginica
+110,5.421809316779388,3.7697258147588895,1.2325444902418412,0.19835016028522667,Iris-setosa
+111,5.0552358476119945,3.4486379781003937,1.3829261917212001,0.12900509133127225,Iris-setosa
+112,5.982068683961524,2.956651954838012,5.275045633252962,1.9455877699431223,Iris-virginica
+113,6.88906720764817,3.0158813997202163,5.29582186679674,1.6806910843487266,Iris-virginica
+114,5.345915217854006,2.5687093382620674,4.058623866280607,1.5331004397786199,Iris-versicolor
+115,6.5500890394471964,2.7879182450897138,4.975812166830632,1.8079154046179302,Iris-virginica
+116,4.671669211022457,3.4818710703763784,1.3973493117211244,0.31662380752498537,Iris-setosa
+117,4.892797756439551,2.596894386514493,4.541918291907904,1.5832423670802307,Iris-virginica
+118,4.888520033619761,3.1410953540521405,1.3875843246571558,0.17170472433348108,Iris-setosa
+119,5.0464836908197075,2.4081093190928895,3.226943209888139,0.9755541926398289,Iris-versicolor

iris/tvae/1/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.3517200102055185,3.7349740631235693,1.4298275200306656,0.1569502939944558,Iris-setosa
+1,5.886964292390932,2.864817759687932,5.008979973851029,2.218208371344554,Iris-virginica
+2,5.122381032208098,4.1503419939088175,1.2849849591939222,0.05704502300733705,Iris-setosa
+3,5.1700234471090685,2.725424649233845,3.852895211262446,1.0715166312178082,Iris-versicolor
+4,5.984686529083465,2.620933458721481,4.647541780615243,1.8209428367734197,Iris-virginica
+5,4.768067642332444,4.077838933088975,1.4180675358257537,0.21060217331361755,Iris-setosa
+6,6.893526409794757,3.124657143414359,4.975892595008211,1.6519730828001864,Iris-versicolor
+7,6.69159638159455,2.9155990506751506,5.1764254322387355,1.371960939068196,Iris-virginica
+8,6.789990384097861,2.6833598386225197,5.772678117545607,2.007033717873521,Iris-virginica
+9,5.5168096417742225,3.184409690489437,4.200046437653607,1.4293345078331843,Iris-versicolor
+10,4.583462642307861,2.9226522720746493,1.3414465985662172,0.16236896177222163,Iris-setosa
+11,5.406409358066747,2.7356377391925744,4.704983834467362,1.682707791686912,Iris-virginica
+12,5.615911160127826,2.1584168516617463,2.9488732663863755,0.9943237090455727,Iris-versicolor
+13,5.777879574557986,3.0709067277298634,5.238919575536203,1.5811052246104413,Iris-versicolor
+14,7.054767798219347,3.2304987545502373,4.691105453559991,1.689959118019337,Iris-versicolor
+15,6.752237041642053,2.7621837738064303,5.036913263513908,1.6905000208649932,Iris-virginica
+16,4.319494205724439,2.944622469446758,1.500897612867905,0.24000239033588042,Iris-setosa
+17,6.927598261984371,3.221864032170661,6.090061104605704,2.2435930976081027,Iris-virginica
+18,6.347095450521126,2.8976172612677265,5.281420449890364,1.713843896435022,Iris-virginica
+19,6.404819568611745,2.711960436092791,4.101280500388715,1.3570704884448106,Iris-versicolor
+20,4.494069192902662,2.0139260783333643,4.3684640090598625,0.9013394266988782,Iris-versicolor
+21,7.2112363446893655,3.151672898236468,5.483198285691526,2.1097172467390743,Iris-virginica
+22,5.93461510150985,3.239582148966302,4.777174555775534,1.430882896480069,Iris-versicolor
+23,4.9165406339543205,3.4014203760043435,1.2711107480116735,0.1681048613817833,Iris-setosa
+24,5.290569291898724,3.5172114647898343,1.314171624892408,0.2565288645787932,Iris-setosa
+25,4.9537666413712405,3.4271173042227008,1.7728422394716943,0.4257499343828307,Iris-setosa
+26,5.156381531912916,3.4334163145003522,1.7205292417358122,0.31751639314581653,Iris-setosa
+27,4.948965577461213,3.598077049082874,1.5705154347834618,0.2484809357114079,Iris-setosa
+28,6.533331480435443,2.907154651090295,5.471178403660677,1.5689076148040757,Iris-virginica
+29,5.035580565448575,3.7737610505176677,1.5767525464097802,0.26267697992141104,Iris-setosa
+30,4.900298440675046,3.018760828327022,1.4166088415454414,0.803516178087289,Iris-setosa
+31,4.783442250482325,2.7120189803654893,1.6690631777873828,0.2259058852542299,Iris-setosa
+32,5.082786248841689,3.8662505182671314,1.6613072902647976,0.22318105039969213,Iris-setosa
+33,6.241613370782981,3.029625538058927,4.269532943623171,1.3018690587493316,Iris-versicolor
+34,6.557771313523249,2.901699190633311,4.091562953159965,1.1867840099480844,Iris-versicolor
+35,4.998268467299685,3.251289808043127,1.4389063771148585,0.26660277376594443,Iris-setosa
+36,4.825455340914932,3.5195911840854928,1.3291743136216239,0.1093622335155984,Iris-setosa
+37,6.680282522577376,2.83658187612055,5.650904376660597,1.87972162983498,Iris-virginica
+38,4.948186417712695,2.902910170095521,4.530998710755044,1.6912340743672818,Iris-virginica
+39,6.3572866151481895,2.8669400751188405,4.58635947779345,1.5140414576487418,Iris-versicolor
+40,5.811162439098935,2.64892924381268,3.8919308910634487,1.1794975380739103,Iris-versicolor
+41,5.707786731353589,2.826430681833544,4.514992411639108,1.6578087220101363,Iris-versicolor
+42,4.834809788405939,3.596259382888336,1.3953580424314118,0.20072958352205947,Iris-setosa
+43,6.4658379625021825,2.8293152023920802,5.331770618909551,2.0711141425160067,Iris-virginica
+44,6.281870482721454,3.225764132902877,5.422067922274291,2.1481916581381926,Iris-virginica
+45,7.122895472329153,3.0630373145422793,6.004464991591019,1.9611532099796118,Iris-virginica
+46,4.661575234732774,3.318498841503758,1.4938159435248668,0.13163255988786723,Iris-setosa
+47,6.92773781094147,3.1763789345568885,4.5934241638215205,1.3683293810299135,Iris-versicolor
+48,4.546463361161754,3.490781751592226,1.209595718133588,0.19489297371767622,Iris-setosa
+49,6.017080926599561,2.673172202896612,4.616306228610831,1.6510834945161876,Iris-versicolor
+50,6.349921083832254,2.6817603631722857,4.899462711365296,1.5403722497567924,Iris-virginica
+51,5.009493644055746,3.149534711910771,1.3436186554150455,0.3021647872246185,Iris-setosa
+52,6.325931273258921,3.338051182964209,5.417532543663649,2.0654750661499146,Iris-virginica
+53,6.4285806327775585,2.824943745768964,4.7344450721722176,1.6124986465643012,Iris-versicolor
+54,6.672355944554327,2.9258373204989176,5.473723230444172,1.4824903648550742,Iris-virginica
+55,5.768408711135647,2.6090411557751634,5.123761691184476,1.6533008247354861,Iris-virginica
+56,4.65252877069554,3.4060741864614603,1.5635220153390343,0.15650323744516875,Iris-setosa
+57,6.136506045321882,2.966088683769662,4.524409289801415,1.4801401536725278,Iris-versicolor
+58,6.129027541508402,2.970309271234783,4.982438750641657,1.890585641238174,Iris-virginica
+59,5.152769165251488,3.446792234874922,1.521702139735756,0.07700221841000834,Iris-setosa
+60,6.573997175456205,2.63240080840161,5.382441120475613,1.581999092843514,Iris-versicolor
+61,5.006623225129545,3.3846409179745227,1.1422386540757705,0.2938767116276738,Iris-setosa
+62,5.10105685784531,2.463916051574862,3.19638690175389,1.034646484605282,Iris-versicolor
+63,4.405580248474123,3.1804961637812106,1.3056463670238345,0.11828250950789793,Iris-setosa
+64,6.046442548587217,2.815832244255853,5.0847623931651595,2.188667188758572,Iris-virginica
+65,6.992508645012796,2.97779723882818,5.991257875521184,2.060759731561535,Iris-virginica
+66,5.170013344602,4.162537432167259,1.3118899369266557,0.1263072523590593,Iris-setosa
+67,6.4202550689947575,2.9158886548621252,4.573305479229105,1.6262295489484373,Iris-versicolor
+68,4.90837607383138,3.1108806788830945,1.450077084234232,0.23239918665014217,Iris-setosa
+69,6.191548631748807,2.8554184998157677,4.65260473908965,1.4502889803347394,Iris-versicolor
+70,4.847543726423337,3.4342417363483335,1.5627939887031892,0.2518061451076241,Iris-setosa
+71,6.010757969517232,2.8205509596063494,5.016946981322178,1.823112236568623,Iris-virginica
+72,6.4742741395848915,3.1900020469125208,5.54500432905077,1.8179740143178347,Iris-virginica
+73,6.277114257885096,3.512860604279501,5.102300271226648,2.017524308800247,Iris-virginica
+74,4.3978637622857155,2.747967602066657,1.53882107060119,0.2092017586830366,Iris-setosa
+75,5.081682567325661,2.4032696124535637,4.448481295532532,1.1539448095402665,Iris-versicolor
+76,6.427480051851257,3.376147895121366,5.604607035023605,2.3630718098215375,Iris-virginica
+77,5.673976994310715,3.1070117555428074,4.4229037186438696,1.498602656584466,Iris-versicolor
+78,4.5742808073754295,3.379243469293473,1.3962969939035648,0.23876326592078434,Iris-setosa
+79,6.225218738276968,2.986192476965205,4.678299449900065,1.7733716430714217,Iris-versicolor
+80,6.274156941482907,2.8658533648858966,4.592784819967632,1.5131007824848832,Iris-versicolor
+81,5.218193270289607,3.1099718194099646,1.19680007778838,1.1922130521769259,Iris-versicolor
+82,4.905119941826572,2.719705566172375,4.649342493468653,1.5523224145374523,Iris-virginica
+83,6.23418945698493,3.1669440405353204,4.769259870709119,2.0297618901328547,Iris-virginica
+84,6.667187571666495,2.8553889070327574,5.507505611615625,2.004255945076677,Iris-virginica
+85,6.291586908637067,2.5286546421791876,5.3423666029064405,1.8220288558490334,Iris-virginica
+86,6.336717670979054,2.9126839777865996,5.230388048020793,2.080385239814462,Iris-virginica
+87,4.608182434742725,2.8381220481421314,1.4973580332316005,0.25097014663629735,Iris-setosa
+88,6.890442025456186,2.9661738289842576,4.575305326710107,1.4377697900534745,Iris-versicolor
+89,5.078330655956741,3.567560898356945,1.5399119888761674,0.3432926867393514,Iris-setosa
+90,5.022380647025843,3.4213942374771893,1.6018100137588547,0.2527476046978921,Iris-setosa
+91,6.992370296671358,2.8375350977865335,5.18383682687731,1.6104966600486939,Iris-versicolor
+92,4.566549960678903,3.1927046418071567,1.2839549704159468,0.20545814198074175,Iris-setosa
+93,4.907286568536126,3.2634225489912554,1.4361901374474864,0.1517462695989215,Iris-setosa
+94,5.665598233677033,2.945175034558308,4.870537184767883,1.6163783065422181,Iris-versicolor
+95,4.7978056035242185,3.435075221623707,1.354347301452626,0.15041400741359262,Iris-setosa
+96,4.628794769952411,3.120239384313802,1.1870383734058463,0.19579346330459813,Iris-setosa
+97,5.249794991680752,3.8735874854923975,1.4283239419257177,0.25100336088384434,Iris-setosa
+98,6.475210000127956,3.264081585182029,4.203612639894737,1.3791501558868178,Iris-versicolor
+99,5.865902476746988,3.0660870970440226,3.9087327916100034,1.303868335682051,Iris-versicolor
+100,6.209791062288912,3.1838634366606398,4.5192946601546575,1.4655382182515917,Iris-versicolor
+101,5.292000965209083,3.088522885627314,1.3692105502739789,1.0009002224189827,Iris-versicolor
+102,6.179606653420028,3.186891866664199,4.234767429493446,1.514599717357744,Iris-versicolor
+103,5.1623480788912754,3.0756712185582513,1.4266648634553971,0.18791123939776644,Iris-setosa
+104,5.7912728086623675,2.3251066638682296,5.126437181767257,2.058470013099697,Iris-virginica
+105,5.023322372063433,3.7516184666701093,1.5579340721257737,0.312483923504949,Iris-setosa
+106,4.9001531978616075,3.096148683438097,1.3928700346627365,0.23283702799859152,Iris-setosa
+107,6.093176175164485,2.910827474227957,5.06598633647706,2.0646350727462774,Iris-virginica
+108,5.332711700129888,2.8998719550894836,1.398234206176142,1.5939000792909386,Iris-setosa
+109,6.064981180231342,2.630317936720772,4.709473546619613,1.6261256546986973,Iris-virginica
+110,6.71555589408858,2.9926933285378814,5.264651799676238,1.6942749012479872,Iris-versicolor
+111,6.657641779809404,3.0647227462558977,4.534944021943748,1.3844630060505299,Iris-versicolor
+112,5.244200641484901,3.751933248869028,1.4276265931282184,0.14503168353385903,Iris-setosa
+113,5.016226219020782,3.470574877051811,1.5178583366924392,0.350904170168598,Iris-setosa
+114,6.733664063698949,3.247596071130202,5.454967357812692,2.359869449519182,Iris-virginica
+115,4.777776261542562,3.120912298683321,1.389387569058328,0.1789664458158628,Iris-setosa
+116,4.725802231627023,3.5763553905678958,1.2152524573716117,0.1668458401415729,Iris-setosa
+117,5.739128973461386,3.083117036508075,4.371527964412608,1.286918512181242,Iris-versicolor
+118,5.373256740460977,2.7732710793645166,1.33392557711521,0.2541367061606394,Iris-setosa
+119,5.965717476448532,3.121361448245972,4.579726762222928,1.5717785739438643,Iris-versicolor

iris/tvae/1/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.497239054956607,3.0323285731698917,5.678763260135227,2.2317489504088,Iris-virginica
+1,6.062503748125375,2.7022339809171,4.738534850560321,1.5922549758986329,Iris-versicolor
+2,5.850456969520401,3.119146050105008,4.686337779832634,2.0154250498038464,Iris-virginica
+3,5.227877392678229,3.724430314270076,1.4074180929292008,1.8036408055412525,Iris-setosa
+4,5.734660601053526,3.1909750866279634,4.610815686071052,1.6664855166604762,Iris-virginica
+5,5.202199503904738,3.152340228474045,4.363920978569879,0.9946094463614034,Iris-versicolor
+6,6.907659680912994,3.362516174532763,4.714539913446154,1.4483739579768593,Iris-versicolor
+7,4.92827792861831,3.8451924094378014,1.2935628346327963,0.16043502824459904,Iris-setosa
+8,6.835906408472218,3.1265495614248393,5.4201438882538735,1.5840636812314488,Iris-versicolor
+9,4.769203154315346,3.2684102695075277,1.569378906620059,0.3664197786740622,Iris-setosa
+10,5.734632882922034,2.751603848408423,5.431803372074321,1.8646274706278683,Iris-virginica
+11,5.549065496473773,2.836971848986204,4.3838925865027925,1.1634831807873662,Iris-versicolor
+12,5.926864486967734,2.6006758517705215,3.9674058337403104,1.2813312183566363,Iris-versicolor
+13,6.023216308578208,3.1419661038696862,4.749933816413635,1.3304669612050628,Iris-versicolor
+14,5.778894479011749,2.791407751399604,4.240636165637414,1.3739275121391332,Iris-versicolor
+15,7.035041530850662,3.4064295807933194,6.077061062977455,2.4664017900160884,Iris-virginica
+16,5.194564052327223,3.882805010657278,1.323005819796655,0.2308824517255991,Iris-setosa
+17,5.280497537580471,2.2806830972359835,4.112937071087311,0.8607258932284169,Iris-versicolor
+18,6.791938711872111,3.189247211559266,5.3669905935307405,1.5690881216879857,Iris-virginica
+19,5.601540936361782,3.093896558244034,4.955180203014772,1.7197358608624636,Iris-versicolor
+20,5.84328973433571,2.8594508895869883,5.089355350675285,1.4972722429758587,Iris-versicolor
+21,5.23891814232647,3.3541787099190756,1.8278437110331647,0.4425102021765198,Iris-setosa
+22,5.419078239755126,2.339944638574204,2.8657239047498093,0.9239839610399402,Iris-versicolor
+23,4.7387675458286225,2.971448987349237,1.3001115043234388,0.17253243549728048,Iris-setosa
+24,5.204524214318245,3.263896584124778,4.886753163093071,1.982117781127267,Iris-virginica
+25,5.199875200114672,4.045387745442332,1.625691833004808,0.2206536659690673,Iris-setosa
+26,6.330262974281483,2.9791410084997976,5.122703838872848,2.1054706442130393,Iris-virginica
+27,6.735695077255847,2.8849953837903066,4.44347553209628,1.350553486991505,Iris-versicolor
+28,4.62563758067533,3.8303900176761863,1.2990423617283504,0.28131087714089653,Iris-setosa
+29,5.474933949352939,4.053258982861878,1.1636870663099466,0.22596668339312148,Iris-setosa
+30,4.791635941897002,3.0995065445363266,1.4372145381370378,0.0926506771693002,Iris-setosa
+31,7.38537185362841,3.1392820157583037,6.084244087520631,2.0582633247299578,Iris-virginica
+32,4.8748411999365295,3.4562629555059923,1.3754369515998577,0.2513742566394751,Iris-setosa
+33,4.947345664912961,3.63969630777869,1.3120716770227316,0.21117073756579582,Iris-setosa
+34,5.946323615808348,3.955620697270939,1.4034166727844923,0.32135847352636787,Iris-setosa
+35,4.9183236081437,3.0817289862038297,1.423773905905143,0.1558425912888389,Iris-setosa
+36,5.001651853657954,3.3557752209860525,1.548007138184028,0.1326315354582833,Iris-setosa
+37,4.789294070886712,3.695333847836289,1.3871788789054853,0.10429818932744167,Iris-setosa
+38,6.710407423099329,3.4557399394678865,5.819510789631992,2.3206589091935763,Iris-virginica
+39,5.566799387610776,2.4165636740324796,4.144258306827909,1.1670774567093,Iris-versicolor
+40,6.1901492353327505,3.32508710000384,5.00382115567736,2.2491610406161096,Iris-virginica
+41,6.070290083104228,2.787556537656843,4.963685270769795,1.4406606781412774,Iris-virginica
+42,5.448692647430483,2.7260741640154738,4.109413610681507,1.090401521041878,Iris-versicolor
+43,6.140356397782011,3.2560061269319496,5.428363526407042,2.218371192793943,Iris-virginica
+44,6.0272225071472345,2.377104075323296,5.3386270700520875,1.425918891418702,Iris-virginica
+45,6.2058954571293885,2.6221908193207915,5.071902133023914,1.9208134088515099,Iris-virginica
+46,6.205830047190592,2.9085981699356376,5.3233956301095695,2.0216812542998026,Iris-virginica
+47,5.2424500962708205,2.890285012081584,4.216189920573029,1.0011113924441812,Iris-versicolor
+48,6.082291331836908,2.8651263902136024,5.12221946303702,1.704043451161788,Iris-virginica
+49,6.95572750603329,2.962514462474358,5.386417093178819,1.6122787628646589,Iris-virginica
+50,6.117607768993706,2.5185342730819875,4.74592008817441,1.833057309310521,Iris-virginica
+51,6.332931243369095,2.8874547763592697,4.828529102419794,1.475045229679949,Iris-versicolor
+52,6.030465568716452,3.226161085013056,4.421135024159102,0.9431581617094454,Iris-versicolor
+53,5.938000848809969,2.9876582945053642,4.856899235898058,1.9493134080582684,Iris-virginica
+54,6.357936549132073,2.659812654430152,5.297009035324682,1.5313300831741854,Iris-virginica
+55,6.6854451173146066,3.1707190043189897,5.5757882928262505,2.2006422544418798,Iris-virginica
+56,6.453372852904042,3.109271706554962,4.6375851578564875,1.5907462034131763,Iris-versicolor
+57,7.073616234861234,3.611429675932458,5.967589765927721,2.710531015098989,Iris-virginica
+58,4.951158312934622,3.5162075986884362,1.5424068757138993,0.2782924483947203,Iris-setosa
+59,5.085585517646255,3.1014780141320926,5.139530047119731,1.9018494592927935,Iris-virginica
+60,6.0887615485420845,2.728782153468346,4.743157418255583,1.550711321943901,Iris-versicolor
+61,6.225091705691055,2.5207677534918314,4.126690039807634,1.204126020767943,Iris-versicolor
+62,4.919337905729324,3.5959832331438917,1.2307411924099376,0.22075775188148722,Iris-setosa
+63,4.656472681254018,3.2504890357704292,1.314327265677004,0.18502769271129754,Iris-setosa
+64,5.874084742462653,3.1918899067462716,4.053721432676972,1.319683405968228,Iris-versicolor
+65,6.604561059852166,3.2947660331113027,5.528449831968339,2.2271650877546874,Iris-virginica
+66,6.454618025663191,3.004246955160888,4.81920868541827,1.31198320432055,Iris-versicolor
+67,5.062374436574807,3.2109864522544767,1.5256826662585885,0.3198733291068726,Iris-setosa
+68,5.771020313818497,2.973551725147972,4.805771656882739,1.7576412001816746,Iris-versicolor
+69,6.891882568750841,3.233494050905767,5.313486165709743,2.08890000727549,Iris-virginica
+70,5.206855277162891,2.4932641342564117,3.9458596462684117,1.0519238443866248,Iris-versicolor
+71,4.968724536226319,3.105873976189369,1.3012100085595122,0.3061851629887552,Iris-setosa
+72,5.8051475267426085,2.9749686408560736,5.317318640198834,1.9817829786962637,Iris-virginica
+73,5.402646340038611,2.6407639276709554,3.9654110522091015,1.1532502420445012,Iris-versicolor
+74,4.999445278820589,3.6057781626722014,1.5236125194047376,0.19943402144175673,Iris-setosa
+75,6.488428097392805,3.106972929923869,4.611743630081482,1.775866475769905,Iris-versicolor
+76,4.892629786081792,3.170875139328359,4.828189147504179,1.910086061314078,Iris-virginica
+77,6.399316321298804,2.9782171631694667,5.277783603724898,2.1501808755959693,Iris-virginica
+78,4.503415617437922,3.1577882024765844,1.2480501231359296,0.17420610975612538,Iris-setosa
+79,4.917581180367073,3.3320198518580937,1.4741010041731426,0.21957952010045484,Iris-setosa
+80,6.293365752635859,2.989407166737523,5.052467875445133,1.3912550023586605,Iris-versicolor
+81,5.972473944854711,4.352991490686739,1.287422587658563,0.29806256364205863,Iris-setosa
+82,6.935604684395178,2.7735586391778515,5.830273224659827,1.8159345551776715,Iris-virginica
+83,6.536050470717553,2.78167501749004,5.307644150971381,1.661813634869947,Iris-virginica
+84,6.694027735285894,2.6349612762117913,4.944107433336716,1.665459863934324,Iris-virginica
+85,4.965381672975144,2.764164806950266,1.4675040711857963,0.25821866259545634,Iris-setosa
+86,6.870041526264747,3.1383883109954973,5.37995294844413,1.8201165766724998,Iris-virginica
+87,6.148374288159718,2.8230826058072815,4.770145640085355,1.7770257387942807,Iris-virginica
+88,4.760411672036947,3.16092383282871,1.5633544717950782,0.20553534506624185,Iris-setosa
+89,6.102149517679355,2.4825572165627547,4.73600791062145,1.5715239156625014,Iris-virginica
+90,6.194712141981701,2.6826370773594954,4.6422569171736034,1.5265042489462741,Iris-virginica
+91,6.060579484903872,3.1509211283030067,4.884820578581002,1.99801603091452,Iris-virginica
+92,5.881397772656024,2.8799644873096724,5.010634777195238,1.8514673852826962,Iris-virginica
+93,4.91500479722018,3.0388498161965107,4.743237172512792,1.921732062897922,Iris-virginica
+94,5.223382405291838,3.8725175794163955,1.7747353953212246,0.21067827726631294,Iris-setosa
+95,6.657973697694514,2.8645772893112786,5.481552546309906,2.0595314111947025,Iris-virginica
+96,6.641990341712228,2.8187112668055248,5.507814047245044,1.84503543514647,Iris-virginica
+97,5.012833684222438,3.29511288889851,5.08270208393491,1.9453987255743685,Iris-virginica
+98,4.513245141786474,3.2061293064821403,1.6445477685050487,0.1357379582305463,Iris-setosa
+99,5.701070900958359,2.638171027715738,3.534651782333422,1.103551521350636,Iris-versicolor
+100,5.177389132022633,3.0232295045915074,1.5757401598541219,0.23736260149731803,Iris-setosa
+101,5.361667896055471,2.8921436181082454,4.226904738056858,1.3173733157811454,Iris-versicolor
+102,5.917514954172069,2.913880802783325,4.794978038648995,1.8046074828481888,Iris-virginica
+103,6.36558314594416,2.7442934830235433,4.667208281057848,1.3752631048468285,Iris-versicolor
+104,5.633285915688289,2.867779289915454,4.742598471112252,1.5291158396340485,Iris-virginica
+105,5.577293352088079,3.031844964479085,4.762397803550965,1.7050246945097045,Iris-versicolor
+106,4.963763244345475,3.0006144392758736,1.5688124161635095,0.2764927982168781,Iris-setosa
+107,5.224736656041207,3.500418648024671,1.4717113090122835,0.12165177635763866,Iris-setosa
+108,6.344392877397085,3.0691610353327334,5.362774215464511,2.1112149414929076,Iris-virginica
+109,6.324057739012525,3.0471589936845556,5.184771115668583,2.1409458248247377,Iris-virginica
+110,4.807134187133319,2.8492581685754446,1.2257524153657555,0.23253966712141372,Iris-setosa
+111,5.324505101759361,2.7373897222009527,4.061435260194408,1.3961745914964405,Iris-versicolor
+112,6.405348661653615,2.8624125902406647,4.956680182526503,2.013337554653744,Iris-virginica
+113,5.228155350178897,2.746934855208913,3.8775731087771588,1.2404587754621121,Iris-versicolor
+114,5.887356560311034,3.0476229608122636,4.161944738576144,1.536316706838766,Iris-versicolor
+115,6.766879105677043,3.050752245524655,4.804462014165538,1.309451468176139,Iris-versicolor
+116,7.009523100520554,3.1232863554305568,6.08561460323877,1.8418748657501656,Iris-virginica
+117,5.061573971367465,3.007798058951758,1.5452384561696983,0.12954257780427464,Iris-setosa
+118,5.708215011526067,2.948929089685032,4.746375131026456,1.801618698297992,Iris-versicolor
+119,5.85261834126409,3.1685870332782278,4.228094425304342,1.1635547341922337,Iris-versicolor

iris/tvae/1/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.02134323349722,2.7624549272574233,1.51420335550124,0.12687497427936897,Iris-setosa
+1,6.789712857157893,2.931129127247948,5.242371069668724,1.7588672085402597,Iris-virginica
+2,5.7666153252333885,2.8266904284714096,5.010150296334065,1.5567906118024282,Iris-versicolor
+3,5.311438144335358,3.4319808565858416,4.473183503337037,1.71401122745878,Iris-versicolor
+4,5.209649209021611,3.3107321791395314,1.6013259610089354,0.3639935828280099,Iris-setosa
+5,6.620152659007573,2.9655045851827078,4.769114974477412,1.5395655955769518,Iris-versicolor
+6,7.050898988444883,3.268606680303377,5.747614084791103,2.142712124919654,Iris-virginica
+7,5.495937477490591,2.782219006716246,4.2611898314335726,1.2620585741519903,Iris-versicolor
+8,4.683314668683835,3.5254135207451065,1.360329659702486,0.12557283229096672,Iris-setosa
+9,5.259187360533394,2.3387718226060956,3.8233805472463063,0.9527018118517093,Iris-versicolor
+10,5.477483652982714,2.847811750228327,4.459653482471926,1.5978619609519775,Iris-versicolor
+11,6.368201091970129,2.9380029206353253,5.296807456308204,1.7440045054288515,Iris-virginica
+12,4.948017998001145,3.3423031788057815,1.348249235065102,0.06729816038350178,Iris-setosa
+13,6.030692455964817,2.6151854599651982,4.531639012273231,1.3613865712516469,Iris-versicolor
+14,5.792506216475069,3.173482563445627,4.7106449034373155,1.4582747753034973,Iris-versicolor
+15,5.021153671198915,4.155123263040057,1.3200495402019397,0.20550542710580277,Iris-setosa
+16,7.100606878237494,3.1453698179016536,5.648439474769157,1.9306619473465627,Iris-virginica
+17,7.049263618395354,2.910448870442266,5.471034820356554,1.8198158809329632,Iris-virginica
+18,6.537162987733925,2.998488209160329,4.43610596802382,1.4275742140926317,Iris-versicolor
+19,4.901890773562134,2.7241907992141683,4.94655411536054,1.7304017965317817,Iris-virginica
+20,6.472903214977064,2.7634592295382947,5.418245379165765,2.2633044872284804,Iris-virginica
+21,6.565751671237849,3.6420617625883525,5.713601016823905,2.3949658265643032,Iris-virginica
+22,4.215819809249676,3.0642996370756888,1.3948589389440254,0.023593840025777635,Iris-setosa
+23,4.671157896418794,3.1473657735459053,1.3652771133342292,0.1019414041249137,Iris-setosa
+24,5.436160697516957,3.4821300525742336,1.4183615629127586,0.2712798274315185,Iris-setosa
+25,6.110314164441921,2.5961399159150074,4.982939030859285,1.4665182538381492,Iris-virginica
+26,4.885559745768516,3.481656610776124,1.572271869181091,0.2365726581328825,Iris-setosa
+27,4.970623948517876,2.4510174400527354,2.7348749884694668,0.8122650382623349,Iris-versicolor
+28,4.980603220359811,3.044878107833139,1.493860033469065,0.3089501532802712,Iris-setosa
+29,5.087520985060934,3.6454612978995913,1.908080395749622,0.4232763765248837,Iris-setosa
+30,5.424576969214766,2.934496065128289,4.3366361257379715,1.3274956447607291,Iris-versicolor
+31,4.806223751153367,2.796209874196097,4.654879164860497,1.688987660510382,Iris-versicolor
+32,5.038640084135086,2.150573129161375,3.148578139792158,1.0096452703877694,Iris-versicolor
+33,5.070031377639825,3.3345494710342396,1.343766300113033,0.2534452196025288,Iris-setosa
+34,5.918552272328351,2.7909894045570987,4.9063934034751036,1.6238359982292672,Iris-versicolor
+35,5.209729790410164,3.278908567571975,1.5058764793629134,0.288124108382633,Iris-setosa
+36,4.414622927489915,2.9093574782398983,1.1750398625420688,0.16375737231012705,Iris-setosa
+37,5.307030781215626,2.4548120052078737,3.8495071490722577,1.2018794426045276,Iris-versicolor
+38,5.557360930271242,3.9637033626429385,1.4289426515166048,0.32871986563948485,Iris-setosa
+39,5.17170404322474,2.5736151879210674,4.375164573560348,1.8601021975968948,Iris-virginica
+40,6.636994293600374,2.874178708323084,5.019053015873193,1.7557492744755523,Iris-virginica
+41,6.4573686976228615,3.479119008687376,1.7396918613162504,0.4361405717329617,Iris-setosa
+42,4.4727948292671,2.9215671478323935,1.304225219356294,0.1796392657089394,Iris-setosa
+43,4.581592241052383,3.080594538834887,1.4320326196578947,0.13383869744557653,Iris-setosa
+44,5.184895609580674,4.159136013342001,1.4226529394428573,0.2100991993160467,Iris-setosa
+45,5.953966499928212,3.1388163318948643,4.941160165003767,1.70537139314469,Iris-virginica
+46,5.029080903706752,3.3521890095796385,1.5537623911808331,0.2421057150035431,Iris-setosa
+47,5.802654856421994,4.170277395845454,1.4241051770098194,0.2408422839532887,Iris-setosa
+48,5.434003158670972,2.7093082609590424,4.082224256556848,1.2405922614967055,Iris-versicolor
+49,5.957214423853904,3.114905955967347,5.521878652307826,1.882187779541718,Iris-virginica
+50,5.726648741327203,2.370997751304451,3.399195720035942,0.8362475223800333,Iris-versicolor
+51,6.1430633727435735,3.0325349348897483,4.597851322860439,1.193395713964636,Iris-versicolor
+52,5.290548761332713,2.447269886770223,3.8939093325045926,1.3712517339859112,Iris-versicolor
+53,6.096501317792409,2.7295340347105785,4.826732678625298,1.581260876333861,Iris-virginica
+54,7.368589003501378,2.7736637073771986,5.789761045538502,1.792189566168764,Iris-virginica
+55,4.967351019250471,3.393773179711405,1.3939184370707718,0.1523186007318838,Iris-setosa
+56,4.450843012865214,2.7605381724823714,0.9651098823303933,0.09436048316921641,Iris-setosa
+57,5.335624709556379,4.11116076653736,1.7427969820272036,0.0032039244430637215,Iris-setosa
+58,6.840870064762807,2.8257958433593253,5.468435058034442,1.965940689780947,Iris-virginica
+59,5.651189453107028,2.9413763142274783,4.457966747587013,1.633192309146426,Iris-virginica
+60,4.7511121177560485,3.5620350485007806,1.4505873200177013,0.21278726911254764,Iris-setosa
+61,5.699235888840677,3.960659555023351,1.2430477358258054,0.13773111265524182,Iris-setosa
+62,6.9077362498424275,2.8274769423088952,5.601161285815168,1.6267296164409497,Iris-virginica
+63,4.997128376881665,2.3799123509214843,2.9511512150738417,1.0684793164372697,Iris-versicolor
+64,5.138221663375911,2.7880334065319916,4.333208982740451,1.621753933045525,Iris-virginica
+65,6.183839804172567,2.6996857019818346,5.531912941215894,1.9893884193749725,Iris-virginica
+66,5.677450421041743,2.449383751914911,3.8826174157618922,1.4922874912655206,Iris-versicolor
+67,6.601280661686544,2.708461684270983,5.2258219586108074,1.9510787177900633,Iris-virginica
+68,6.039760124508852,3.3763088304693842,5.349861304025883,1.9761677507022537,Iris-virginica
+69,4.9169504374821456,3.054792197203827,1.6066327041674349,0.2629074423008829,Iris-setosa
+70,5.208788396926609,3.260126674348113,1.4623058631658865,0.13315437095921842,Iris-setosa
+71,6.151603770765021,2.845194454614797,4.279662887464076,1.281421398226771,Iris-versicolor
+72,7.613494011464472,3.3239065512037937,6.285950795001728,1.8959139535761986,Iris-virginica
+73,6.11084768256201,2.55503308507451,4.17547719327793,1.3165750818208553,Iris-versicolor
+74,5.223546651562516,3.553880799783978,1.684486536191998,0.4064076689401323,Iris-setosa
+75,5.021028642865312,3.6482496318469475,1.4822834151915163,0.19193799157487562,Iris-setosa
+76,5.22991014508549,3.61281443250954,1.3386817561115765,0.20022516632069745,Iris-setosa
+77,6.105384139677832,3.3928499438771174,5.235045374820425,2.1841333460046584,Iris-virginica
+78,6.211574781023771,2.8049561859722165,4.200886568437817,1.458355439264422,Iris-versicolor
+79,5.267321390264644,3.9037622096149254,2.1143105087621454,0.3294991966560685,Iris-setosa
+80,5.723162030854836,4.142978721822853,2.097242340245562,0.2970457563079829,Iris-setosa
+81,5.596763810914081,3.180100571904107,4.579392943504102,1.9983259782090559,Iris-virginica
+82,5.508277630969726,2.5875024452047795,4.275649855893099,1.3345581426546744,Iris-versicolor
+83,4.776320640288638,3.4455876812611597,1.0978280397863163,0.13899183904322343,Iris-setosa
+84,4.765737492504113,3.3071151047081395,1.4485189376074579,0.2921774599484914,Iris-setosa
+85,5.940387055698952,2.498577710119811,4.944481593404791,1.869424206633346,Iris-virginica
+86,6.302126165771758,2.847591730576781,4.758756807090758,1.5955419612107542,Iris-versicolor
+87,6.656662492174508,2.7658383882880377,4.65095154449002,1.4128176728527588,Iris-versicolor
+88,5.847478089002923,2.4111567417992283,4.140739245310758,1.1785071344064402,Iris-versicolor
+89,7.1366631813951775,2.9840179218109926,5.751661698138891,2.066598294238096,Iris-virginica
+90,6.0640725817266805,2.834773608705672,4.34384275586257,1.5699851997426388,Iris-virginica
+91,4.860894120861784,3.4881499401915397,1.310665854330829,0.2731878690437352,Iris-setosa
+92,6.457926734462306,3.040479684334908,4.965873505574503,1.558521084619354,Iris-virginica
+93,6.781237015644917,3.2879983712235967,5.517438609650602,2.1558533572591294,Iris-virginica
+94,6.46120353764855,2.5980837118981226,4.369004794309201,1.238096655779354,Iris-versicolor
+95,5.35492933932511,2.4632600698487703,4.2279894206886395,1.3031261672892869,Iris-versicolor
+96,6.575137136924727,2.8713823702699983,4.772119264152958,1.68622947801432,Iris-versicolor
+97,6.226973990710839,3.013966328838303,4.988558219224187,1.4586873424997662,Iris-versicolor
+98,5.304085382376939,3.94986264577153,1.6050920616142694,0.31367951397611543,Iris-setosa
+99,6.524024456981697,2.5074267406314297,5.4974600748418885,1.7205729226069586,Iris-virginica
+100,6.174611803019378,2.8928991044751333,4.8517979684686345,1.830449992518136,Iris-virginica
+101,5.306592280641364,2.7977567415796463,1.4865109068928415,0.17254051913286977,Iris-setosa
+102,5.882116615625958,3.010105107457195,4.203907086855667,1.5323366750700547,Iris-versicolor
+103,5.880595952446738,2.8590792931857862,4.719687571161398,1.6558894455715933,Iris-virginica
+104,5.193344615554187,3.0676501025806835,1.503672501607306,1.1197097113235812,Iris-setosa
+105,6.260175213872606,2.8213800634509787,3.715121524501109,1.1378406488058066,Iris-versicolor
+106,6.244285238720113,2.3313122004048865,5.002916109748196,1.5879912156522125,Iris-virginica
+107,5.210824731661539,3.7835259638142333,1.4401707319368684,0.3081388920667026,Iris-setosa
+108,6.199691989652756,2.7112630385883856,3.966414883468845,1.1383230038346246,Iris-versicolor
+109,7.392232631882537,2.701398971976886,5.393106690990274,1.8412091825008225,Iris-virginica
+110,6.893719030898429,3.119360851668455,4.902277390219519,1.5410626042624112,Iris-versicolor
+111,6.8715669920993765,2.7296535777821562,5.78207557653847,1.8088371722339414,Iris-virginica
+112,6.659649629037864,3.398815036991476,5.977739193626861,2.3074694652358967,Iris-virginica
+113,5.61146102013142,2.695468013839754,4.047757184577346,0.9291483014055776,Iris-versicolor
+114,7.063834974985678,2.790343296223809,5.633941477850492,1.806468739385006,Iris-virginica
+115,5.046520641076335,2.952710930275217,1.389237867456607,0.3007011431208293,Iris-setosa
+116,4.797487938917875,3.46233313839383,1.668510018777979,0.22237334837465933,Iris-setosa
+117,5.2167920733667295,3.4037216251965297,1.411255888704452,0.2502942735048878,Iris-setosa
+118,4.597705941113954,3.502335367071966,1.4449417516739864,0.13160203031466147,Iris-setosa
+119,4.768207296408422,3.270705210591411,1.53518774901925,0.241105436920735,Iris-setosa

iris/tvae/1/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.194494148689976,3.2549794234935345,4.591048028460164,1.390691949718438,Iris-versicolor
+1,5.471875663847144,3.2669388974706526,4.19276019721783,1.5693396440996634,Iris-versicolor
+2,6.105787039113725,4.284427738971903,1.1560635877198686,0.24197520780088252,Iris-setosa
+3,4.89943219299688,3.7250379642954092,1.3006321505641099,0.2439992072044525,Iris-setosa
+4,6.411946677318589,2.707362927586594,5.2974231158731655,1.684569809301703,Iris-virginica
+5,4.662824621413131,3.210460150679205,1.2835250510700729,0.06817361359392685,Iris-setosa
+6,6.049826164970412,2.6295308047173593,4.395648902951529,1.3301350956801905,Iris-versicolor
+7,5.22368457205481,2.6341539095939033,1.2449883827944355,1.2823909440894896,Iris-versicolor
+8,6.670104704553842,2.8274439753539293,5.418094939967246,1.7029940608011855,Iris-virginica
+9,6.8496476193598,3.0204264602377173,5.196112120749538,1.803304624108585,Iris-virginica
+10,4.680940358327648,3.0365187312925395,1.6695167273066072,0.22621426208651021,Iris-setosa
+11,5.197018669625809,2.974172771742778,1.5005174540302924,0.2673193817846705,Iris-setosa
+12,5.764841957735944,4.226864887454113,1.1702596820907596,0.2394018389227971,Iris-setosa
+13,6.413248618702573,3.1871206491339312,5.32228872702252,1.775082679703989,Iris-virginica
+14,5.861552601650212,2.8510156479446924,4.09093033942729,1.3591573272711004,Iris-versicolor
+15,5.5069481442871515,2.9869889935802947,4.171813406644791,1.3994928969013798,Iris-versicolor
+16,5.35772124841204,3.8013793531445046,1.5254671878042976,0.2389447868791109,Iris-setosa
+17,5.887097636579106,2.5959345566520025,4.73053959596352,1.5562702600587408,Iris-virginica
+18,5.114427168851305,3.798342718704205,1.4245628952381153,0.27465823367384634,Iris-setosa
+19,7.371933688737369,3.3208916962518615,5.58304642796455,2.079124950205553,Iris-virginica
+20,4.701447016329535,3.382081645847263,1.5470715353147937,0.20590800202787468,Iris-setosa
+21,7.002096521526532,3.0453353930388114,5.733789593386257,1.6309272143687112,Iris-virginica
+22,6.0557284645969345,2.63773416741385,4.256061002648808,1.491548807991757,Iris-versicolor
+23,5.010885405097418,2.9189580375018416,4.662290537478753,1.624170711562495,Iris-virginica
+24,4.887500428626818,4.167164507685217,1.401107298622033,0.4366427648261173,Iris-setosa
+25,5.419423670217723,2.9732223430415012,4.212747113355986,1.1812576468485712,Iris-versicolor
+26,5.8759917153646235,2.9037910190080254,5.155733837484519,1.797911605540031,Iris-virginica
+27,4.781105002625745,3.829041433579265,1.6380903370755053,0.308680497886013,Iris-setosa
+28,5.911763202517383,2.8294125314885648,4.544327827279711,1.656012416210778,Iris-versicolor
+29,4.5481497127090815,3.100806722953866,1.3404936184728757,-0.13948517658887566,Iris-setosa
+30,5.064377097844217,2.1230789380021964,4.334054534327537,1.2661966915262244,Iris-versicolor
+31,5.03376205604571,4.029223877311948,1.3087848859446463,0.1294215819487932,Iris-setosa
+32,5.064799477899582,3.350739406890952,1.3899586388964227,0.3466507445815186,Iris-setosa
+33,4.716123066457505,3.175860552220821,1.454258390275068,0.2368548446439661,Iris-setosa
+34,5.245373355282685,3.510093355436861,1.529653492574065,0.193920751271006,Iris-setosa
+35,5.057414865070131,3.1348226499546685,1.6506383918169623,0.24690564257826048,Iris-setosa
+36,7.278703485115664,3.966299650094584,6.322647699459379,2.579778139162719,Iris-virginica
+37,6.372844940707733,3.0397908801543987,5.243304535714953,1.9071584397624148,Iris-virginica
+38,4.60719386281055,2.865123547282713,1.4954328552766296,0.18724875107261968,Iris-setosa
+39,5.836043111101583,2.677320061196382,3.9278955727080507,1.1083157965505992,Iris-versicolor
+40,5.829755255654262,2.7264664901529594,4.014197540149174,1.2515689809974697,Iris-versicolor
+41,6.81838553231723,2.8764482207763384,5.948455529296417,2.3137938731356953,Iris-virginica
+42,6.166810238285203,3.042696432469265,4.6160744187060505,1.6725362486356676,Iris-versicolor
+43,4.576931544349649,2.9832407135202392,1.704764047275361,0.24058274875215835,Iris-setosa
+44,6.939874946854833,2.8015020307592104,5.482914187264513,1.658817186485357,Iris-virginica
+45,6.415442492420779,3.060456129398164,5.041248392269121,1.8081177819219427,Iris-virginica
+46,6.405375064377546,2.872799941808699,4.956040250174691,1.921468632167957,Iris-virginica
+47,6.822152419761439,3.020794214459369,5.4326236247143305,2.298812430032515,Iris-virginica
+48,6.69322187417291,2.7198896505350447,5.578995597324009,2.043530964510178,Iris-virginica
+49,4.486515704627008,3.193139772455339,1.3539862212068685,0.1573854501903607,Iris-setosa
+50,5.406722870751281,2.7160425012397256,4.140273296187592,1.361762948284152,Iris-versicolor
+51,5.174988939492209,2.423505505069599,3.646579774399892,1.1618900826067584,Iris-versicolor
+52,5.14543599687342,4.018263418336455,1.7646341655284603,0.2570360542082355,Iris-setosa
+53,6.607575944028258,3.3883915491559318,5.217461777167848,2.1858315880177543,Iris-virginica
+54,5.226034953538424,2.2412270470431666,3.637424652219485,0.8813735205294636,Iris-versicolor
+55,6.05012806998775,2.743570187348214,4.315335733741479,1.3915092942788747,Iris-versicolor
+56,6.634435363634281,2.8468746540567116,5.129047178376838,1.6322961997600376,Iris-virginica
+57,4.845121445322768,3.1889559063687365,1.4474106521931798,0.19116782026543142,Iris-setosa
+58,6.688170529792172,2.8583884975865845,5.000382078222424,1.3337979106383133,Iris-versicolor
+59,6.209150243427772,2.6359467787823836,4.418321973267372,1.3207990120371556,Iris-versicolor
+60,6.283216321570577,2.7618663161067074,4.83263675465974,1.4122103400766397,Iris-versicolor
+61,4.650861464270104,3.6134955025129245,1.7777660180295964,0.29178671742625495,Iris-setosa
+62,6.581711470209564,3.4150385830726613,5.597493060314601,2.572340883944416,Iris-virginica
+63,7.473359640052772,2.816332816950281,5.977513708801858,1.8010633880381484,Iris-virginica
+64,5.9673395478932925,2.3183759587637196,3.966113335391571,0.9753298432115665,Iris-versicolor
+65,5.698855086474912,2.6407579593401733,4.0486970404965055,0.9303367740719894,Iris-versicolor
+66,6.670298588501206,3.0930642548792004,5.73419302038844,1.6661625777600289,Iris-virginica
+67,5.70565581485413,2.8365134941443366,5.608432348024747,1.8701194349154164,Iris-virginica
+68,5.734662644972264,2.9762759742415237,5.216260289988334,1.8851541230797477,Iris-virginica
+69,5.374331597272523,2.6415291884828083,3.877230478442379,1.038434263285728,Iris-versicolor
+70,4.881385778831424,3.381004453021699,1.5504242351253317,0.2748101335363301,Iris-setosa
+71,5.322009719361063,2.306047411884369,4.0342942281773615,1.3176806198321809,Iris-versicolor
+72,6.853677535296825,2.760839325793253,5.31297862403386,1.9544360433547054,Iris-virginica
+73,5.455826389058233,2.9445016810552147,4.912752274119768,2.11818977102983,Iris-virginica
+74,7.026385012250821,3.186747915217161,5.614697327215925,2.3491435897171726,Iris-virginica
+75,6.610257467827116,2.782358088378112,5.175453150060481,1.798647083398643,Iris-virginica
+76,4.952593127267195,3.137665814042086,1.7023062650191574,0.4044400523890772,Iris-setosa
+77,4.42607303412327,3.100822234758024,1.5101599842313356,0.14283977708057433,Iris-setosa
+78,6.949879953046448,2.8076087353917263,5.914891204923377,2.0220351070381697,Iris-virginica
+79,6.978715975278728,2.623000368421877,5.316722739634927,1.6027102170669891,Iris-virginica
+80,6.075653592108722,3.3308947767637562,5.288448656911551,2.2533441917809114,Iris-virginica
+81,4.490378988786855,3.504358052080508,1.2374776389190982,0.11904436937300347,Iris-setosa
+82,4.475760522890548,2.9398844238341715,1.256503164840049,0.21009100009959703,Iris-setosa
+83,5.077507922334192,3.3848472363127526,1.71877806850741,0.292744811132388,Iris-setosa
+84,7.056666221546875,3.087073441165838,5.866550147727676,1.7053778476651407,Iris-virginica
+85,5.860609139117059,2.193306077405662,3.5909158450273857,1.2096069101209996,Iris-versicolor
+86,6.083877803991515,2.5734049988424568,4.3111928051923245,1.3176925644489044,Iris-versicolor
+87,5.981487612321299,3.0754508811703825,4.475306698681903,1.4127935092036366,Iris-versicolor
+88,4.720335857092292,3.181339172827757,4.381042108282558,0.25630474932360475,Iris-setosa
+89,4.452303032091841,2.806128265272945,1.4466588572703953,0.1809760050971398,Iris-setosa
+90,5.9100731978544285,3.3891251636934494,4.30036308543685,1.5181723317438585,Iris-versicolor
+91,5.61983614768985,3.200544394406389,4.145274951720289,1.4069251990642548,Iris-versicolor
+92,5.26422327962537,2.629665468619809,4.131111352588382,0.9335829231464707,Iris-versicolor
+93,6.490214528114984,3.0252719914470343,5.137510337331514,2.16727532420575,Iris-virginica
+94,4.5994937407817655,2.562257230334353,1.369127077614042,0.1263278504153023,Iris-setosa
+95,4.964604189498685,3.1879429511476856,1.4624537629198053,0.23727994853855683,Iris-setosa
+96,7.5569671051202345,2.931572065892418,6.401089082311847,1.9746906048274526,Iris-virginica
+97,5.708995158239618,3.1696754731658685,4.715467208370566,1.534831011930713,Iris-versicolor
+98,6.033379072230483,2.8675208675314705,5.108962052410743,1.8080752766070138,Iris-virginica
+99,5.503582695629019,2.2607664617222567,3.6450824342425596,1.0772618236226386,Iris-versicolor
+100,5.564618037635641,3.0967281779116833,4.5890422665061,1.410090110260468,Iris-versicolor
+101,4.458392203191272,2.8303055472597154,1.5027227016874996,0.13262553915881942,Iris-setosa
+102,4.517578900366434,3.1369022906520487,1.5009034471975424,0.1433302627345496,Iris-setosa
+103,6.2879299885992115,2.6708582991367065,5.265616095963253,1.8835698039420612,Iris-virginica
+104,5.217166427217496,4.426015008104118,1.6090743072192415,0.14156753083264698,Iris-setosa
+105,5.9797271210677625,2.7715344187314654,5.370854320404989,1.8402430931942004,Iris-virginica
+106,5.136096944269037,2.8045913003049168,4.40785459498291,1.3628118146968824,Iris-versicolor
+107,5.762994052494588,2.983386162117721,4.50280448869965,1.3046247892035532,Iris-versicolor
+108,5.92425317239563,2.471037763359722,4.211874718007972,0.9174159158439513,Iris-versicolor
+109,5.327509878172638,4.125233259175717,1.416262338063498,0.3578268107181309,Iris-setosa
+110,5.503601127310459,2.7814512021914437,1.27124162775323,1.3976430356235998,Iris-setosa
+111,6.579289223079621,3.6355029202729066,5.6161865765827255,2.4096884093070248,Iris-virginica
+112,6.426561822027405,3.1739829203018908,4.584967242453621,1.4363370648632143,Iris-versicolor
+113,5.526649527740583,2.3736768789222755,3.892098623911318,1.217284249916136,Iris-versicolor
+114,6.88168269390619,3.1347310953043297,4.844180369223348,1.465309515929597,Iris-versicolor
+115,4.816847152991962,3.0831203910073124,1.2280479496127634,1.1558395610467538,Iris-setosa
+116,5.97083109504999,3.1849815005448354,4.7934487933221375,1.3272478711362203,Iris-versicolor
+117,5.053768848245578,3.3216728459545575,1.5808015292780826,1.9045726697237793,Iris-setosa
+118,4.632076182719481,3.453421651398803,1.2762702769967516,0.18321648039912597,Iris-setosa
+119,5.952393619522101,2.8807287408192916,4.9772833736217,2.105276717977741,Iris-virginica

iris/tvae/1/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.091938624336616,2.8320450315222114,5.029943694051174,1.677226664856782,Iris-virginica
+1,5.140297221534206,2.5859489367078288,2.1105976243900977,0.9717688768584942,Iris-versicolor
+2,6.028570796949046,2.8242258962813733,4.66447324622371,1.779221882836678,Iris-virginica
+3,4.834704192364445,2.780968121171513,4.6291548784474905,0.31906105568106163,Iris-setosa
+4,7.087821630138604,2.74570474339434,5.331382305765459,1.3624152309843247,Iris-virginica
+5,6.163504224606525,2.6669599158926207,4.6618883638140005,1.8106973123983114,Iris-virginica
+6,7.01961191230539,3.1757965695685173,5.69994471904517,2.030108479275514,Iris-virginica
+7,5.972278535828665,2.8496429723989434,4.155962063475412,1.1638648658518478,Iris-versicolor
+8,6.394895630129478,2.9521628031920595,4.608120859069559,1.5728376391795544,Iris-versicolor
+9,5.8535890926758105,2.3440192732120977,3.8119251514478436,1.104993077167395,Iris-versicolor
+10,5.379840149821409,2.362088647561621,4.014599651514324,1.2121679458247185,Iris-versicolor
+11,4.408100280748089,2.738745197400664,1.398142375430685,0.21213431323461576,Iris-setosa
+12,6.692032518924865,2.995453270937445,4.591294726425873,1.4443157314505235,Iris-versicolor
+13,5.694193060212004,3.0725980673731903,4.565685965049316,1.5858614940763267,Iris-versicolor
+14,5.355825381901326,3.807727729888653,1.3098173045949983,0.20000815274484116,Iris-setosa
+15,5.032492159861071,2.9887201329164315,1.4891449696149919,0.3219275712729934,Iris-setosa
+16,5.6060230289201325,2.239308293520624,3.7036193065526573,0.894989717069765,Iris-versicolor
+17,6.377077391966421,2.712734500883597,4.534002163722702,1.348385539594252,Iris-versicolor
+18,4.836825188235875,4.043879656831193,1.5976239276601323,0.3185718057989929,Iris-setosa
+19,4.361692527909316,2.53362851816597,1.2972337114439414,1.1495885420606147,Iris-setosa
+20,6.420156197987685,3.282273435190759,5.547745399277252,2.4597400811042203,Iris-virginica
+21,5.093145051202531,3.650732630020355,1.3784735086779618,0.24265332930325687,Iris-setosa
+22,4.9922609402850116,3.0718632444506464,1.3085476214088159,0.12480129256379738,Iris-setosa
+23,4.897620375873455,3.1140465638198624,1.3097775045435485,0.17465670793724586,Iris-setosa
+24,4.741194497735476,2.680966964946281,1.4792850310937666,0.2622029500262128,Iris-setosa
+25,7.640099749943648,2.899000769738488,6.093623231150389,1.8336335143864635,Iris-virginica
+26,4.463224585931131,3.6947237551015464,1.332302809458066,0.14160539165931788,Iris-setosa
+27,6.255340067643001,2.723629852578295,4.255543785493179,1.3624432496494496,Iris-versicolor
+28,6.498057847020102,3.0347611794457054,4.449917409434753,1.4987741390926757,Iris-versicolor
+29,6.068422379096615,3.116895518476525,4.733955504108944,1.2880259712631434,Iris-versicolor
+30,4.666526513708302,3.3138899892494607,1.5551112238656184,0.18243535104517383,Iris-setosa
+31,6.91920320521111,2.7283624227321797,4.824287850587445,1.9267807550972198,Iris-virginica
+32,6.3241885766042,2.9240375263695246,5.481884295156633,1.830475036772148,Iris-virginica
+33,4.985976600684779,2.9218720768990236,1.507487263962363,0.13573548127377721,Iris-setosa
+34,5.968660314486668,2.7664973948529106,4.3283464930229005,1.893989914085839,Iris-virginica
+35,5.8198017119657734,3.3434414596194397,4.712319664076555,1.4679925839602894,Iris-versicolor
+36,5.202495234771502,2.348624758923646,4.3966884771564345,1.0443428610190657,Iris-versicolor
+37,5.9335628873057535,2.855962806990008,4.65317547931049,1.6088197874090389,Iris-versicolor
+38,5.3269927297295085,3.11758925491604,1.586000785656008,0.3785120188000898,Iris-setosa
+39,6.310877887828896,2.6901556249260326,4.882196335881068,1.6447043313806708,Iris-virginica
+40,6.1400833133923065,3.0922441010288497,4.476468449952454,1.4728562332063266,Iris-versicolor
+41,6.334354431381136,2.6693665257280417,4.82563282604841,1.6636859304704854,Iris-virginica
+42,5.119717263522309,2.945076987145557,1.4469883849814136,0.17304122140472344,Iris-setosa
+43,5.78998067883524,2.773149629024816,5.100720144911346,1.6952334913377058,Iris-versicolor
+44,5.524448082461323,2.3285257145058074,3.30313785761786,0.9042109930237693,Iris-versicolor
+45,6.48200370849885,2.928189197294899,4.09119201209718,1.3896820971105979,Iris-versicolor
+46,4.657885541135615,3.4545092336624115,1.742499818655872,0.11518102490139898,Iris-setosa
+47,6.115447132879312,2.862288565166446,4.357568063550312,1.4792535535883344,Iris-versicolor
+48,6.084403137656407,2.799854476165952,4.991139608246433,1.6869820576238614,Iris-virginica
+49,5.317749672501435,2.6556869811722223,4.246646438467552,1.20844833213074,Iris-versicolor
+50,5.266109908982061,2.875122105953199,1.2346682902091928,1.2213110275138954,Iris-versicolor
+51,5.473078092668874,2.5959420226105667,3.810486523033461,1.0367463072798788,Iris-versicolor
+52,6.519205824403486,2.729481916727424,4.942503556104684,1.6192609603178143,Iris-versicolor
+53,6.304366625016281,3.151899637537205,5.199674102809482,2.103751932898067,Iris-virginica
+54,5.785348390640522,2.9464301254365366,4.848462015797613,1.7538836423771096,Iris-virginica
+55,6.752419351265473,2.618349309373103,5.408611174009201,1.7572132442875537,Iris-virginica
+56,6.7714454256921774,3.2313383195622296,5.316635986243219,1.9227947345529521,Iris-virginica
+57,4.849068245420559,3.021057524456069,1.2617133777633363,0.3480488507924355,Iris-setosa
+58,4.872231745346658,3.590086210281266,1.5673569394723337,0.256895815749666,Iris-setosa
+59,5.457105760435112,3.185504118922966,4.73604908753052,1.577041293085904,Iris-versicolor
+60,5.479312876525925,3.103535233541679,4.4319174016140765,1.4718537842551782,Iris-versicolor
+61,4.83668533075246,3.6611662649522954,1.5464719007171082,0.21980642033791353,Iris-setosa
+62,7.111262748993669,3.1721891836737734,6.316851677803912,2.2885440713629372,Iris-virginica
+63,6.0949945840692346,2.7474040554710446,5.160706472000042,1.9869470978725343,Iris-virginica
+64,4.912530482673488,3.2496848543701717,1.4648151457055705,0.15487228849250328,Iris-setosa
+65,6.40160951995291,2.692052889763772,5.242331253088852,1.8805978817129185,Iris-virginica
+66,5.592990910274228,2.527626649101889,3.1557429836613156,0.8326428524735637,Iris-versicolor
+67,6.122332796044818,2.7668986390332453,5.123643506153948,1.9321585024843013,Iris-virginica
+68,6.458198671186922,2.917931458720369,5.215553588090633,1.8770713278021802,Iris-virginica
+69,6.213760313547804,2.761264013463482,5.05619782633541,1.7878706397978368,Iris-virginica
+70,5.4639194670352085,2.853093544393512,4.064108829695026,1.1779765804908031,Iris-versicolor
+71,6.260356272023385,2.7101954194794082,5.241914050187961,1.439346717981272,Iris-virginica
+72,5.916128971738903,2.9876959089500836,4.941851862867396,1.5469727077023046,Iris-virginica
+73,6.4490011956060975,2.7748815294884754,5.615245576317997,1.5774731864570908,Iris-virginica
+74,4.993474181204206,2.762649189509959,1.4839138542200079,0.1784869799387614,Iris-setosa
+75,5.079349454832889,2.8809490567350102,4.531153476728309,1.8824959467295983,Iris-virginica
+76,6.720054178074471,2.82741706157217,5.322217117384857,1.5997228678941586,Iris-virginica
+77,6.8001114622152246,3.1289923332444545,4.888183006768634,1.5574150202783739,Iris-versicolor
+78,5.4366591456444056,2.8717963085346767,4.2354248684894555,1.4637560192031298,Iris-versicolor
+79,6.651776026921489,3.022774055243598,5.286604439243305,1.5790544917648706,Iris-virginica
+80,6.4013407072519914,3.4076590138756244,5.569672292365977,2.0515244106037622,Iris-virginica
+81,4.875781853123447,3.3132387332723447,1.555220550235955,0.23015469448891038,Iris-setosa
+82,5.2780143332576195,2.961442618639452,4.74426584027507,1.7012561356144176,Iris-versicolor
+83,5.039693157414228,3.6276533396640094,1.4109105734789416,0.12288455881101906,Iris-setosa
+84,4.675767345432063,3.0077891800274847,1.542990055752888,0.13086153738089726,Iris-setosa
+85,4.56900838370707,3.8527073299334766,1.2933497520518924,0.16536432962449124,Iris-setosa
+86,5.733873906652967,3.2633317625781353,5.286478520287504,2.1880207952452992,Iris-virginica
+87,4.939679248243768,3.181477020118878,1.4853137874377584,0.20982515190107373,Iris-setosa
+88,6.849405720120054,3.176457992837134,5.6788334580776745,2.4539877194472783,Iris-virginica
+89,6.009240787410684,3.132738415988603,5.0538881810988014,1.8797499786652196,Iris-virginica
+90,5.159988636472074,3.578372799080602,1.5658985407378536,0.21021331749464647,Iris-setosa
+91,6.318538926661565,2.5206682964867246,4.674679176645438,1.585795423348917,Iris-virginica
+92,5.92729744489248,2.6755269478047468,4.2893102724521,1.2313529465106647,Iris-versicolor
+93,6.161826223547681,3.1580166177162177,5.1393537882405385,2.071141445761555,Iris-virginica
+94,6.297728405330785,2.6396071360118234,5.171493856701492,1.6571089528613312,Iris-virginica
+95,6.118379193294315,3.0914402051760423,4.931021273164328,2.034477271596592,Iris-virginica
+96,6.996239881126842,2.8538713256959913,5.171979937439326,1.6724858192705934,Iris-virginica
+97,4.908351594460952,3.240709936043375,4.9406151991686,0.2938053832570106,Iris-setosa
+98,5.0075651696069805,1.8679766252239054,4.171655455386231,0.7111571273432309,Iris-versicolor
+99,6.335756336424052,2.9171402147780974,4.770254622898689,1.6508823816162825,Iris-versicolor
+100,4.542285138354039,3.249626160280029,1.4062947616418213,0.21455870795357018,Iris-setosa
+101,6.498376365172886,2.7447877596122034,4.822234396882151,1.7206206586194148,Iris-versicolor
+102,4.808815978052915,2.643661603453086,3.3018718680845285,1.1173955394375077,Iris-versicolor
+103,6.273877681218116,2.406509249429549,4.155059139330097,1.3458257529788924,Iris-versicolor
+104,5.620936518643062,3.0808779871877925,4.490411100282609,1.6940886164611986,Iris-versicolor
+105,6.254241202131386,2.9624797542942,5.328978476732488,1.7910769347711804,Iris-virginica
+106,4.896519045901235,3.7991232538499213,1.39132266902998,0.20177475234880654,Iris-setosa
+107,4.876662717423766,2.117464665618116,3.189941407845642,0.8693605896141924,Iris-versicolor
+108,6.352059336214835,2.84939989760051,4.768773728368511,1.8578915347466183,Iris-virginica
+109,6.829162008677546,3.2445315740791445,5.84045618704223,1.9466174377383971,Iris-virginica
+110,6.917694351379914,2.9151193996257185,5.40847600232021,1.8597941057880059,Iris-virginica
+111,5.024684629006325,3.559290030928638,1.5630223654309725,0.35376767829595923,Iris-setosa
+112,5.916192514006367,2.7105442708714245,3.9147565599446286,1.2145628967511901,Iris-versicolor
+113,6.4582080181076025,2.486348559184969,5.184866084546951,1.6758776720311517,Iris-virginica
+114,4.960551608058557,2.972800354527938,1.320308558391742,0.286005298900031,Iris-setosa
+115,6.206959150345915,2.664824088209536,4.65210058177073,1.3816600754314208,Iris-versicolor
+116,5.745804615796965,2.554603308965828,3.6884079871755757,1.0119791168516588,Iris-versicolor
+117,5.143347429508965,3.2111193439571455,1.359596941845094,1.128534499720201,Iris-versicolor
+118,5.735819679684749,2.6966993432563178,4.591276091611819,1.5698620200575721,Iris-versicolor
+119,5.009879162631501,3.0947998086203854,4.497789851893466,1.9466557959931678,Iris-virginica

iris/tvae/1/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.98217896762611,2.7341525574667593,4.210473879552971,1.4245299424560753,Iris-versicolor
+1,4.90423906541923,2.9038480457889735,1.2457625010775717,1.0405736991062051,Iris-setosa
+2,6.407619156169992,2.9797768002222655,5.213735020420167,1.9577438807197107,Iris-virginica
+3,5.020386869662294,3.1474298192362715,1.2683815343848708,0.14358657841474992,Iris-setosa
+4,4.234854816681344,2.6637896491060467,1.4153731101014602,0.09043221596772438,Iris-setosa
+5,6.607563647943529,2.785309086885707,4.609286796012882,1.26460891828004,Iris-versicolor
+6,5.905749243726109,2.820943537696476,4.301920763348895,1.1007159744255157,Iris-versicolor
+7,7.037602301337827,2.9648868042517886,5.8246369514338845,1.911560401647649,Iris-virginica
+8,5.9169627069711135,2.7187615931985016,4.586898734105551,1.6176181907215421,Iris-virginica
+9,6.926571460251774,3.23375427745448,5.357129673340881,2.027659781895604,Iris-virginica
+10,5.374398719026393,2.353490643079825,3.8777546544404395,1.075815086324189,Iris-versicolor
+11,4.863425137766594,3.115013220121508,1.6100405430873834,0.10725285226797968,Iris-setosa
+12,4.53499968063832,3.3217691370228275,1.6957668715246008,0.2951388795644684,Iris-setosa
+13,4.877252038882744,3.9344425239883014,1.7200667448580447,0.2477397293186218,Iris-setosa
+14,5.011755507433915,3.379712666863092,1.3466518522230906,0.2083594943257088,Iris-setosa
+15,6.423332994617565,2.9694795942038943,5.183227783099118,1.893612824597818,Iris-virginica
+16,4.755765028442255,3.8958985472871155,1.310197999310662,0.24579510680904254,Iris-setosa
+17,5.508042185617075,3.057321225576535,1.3679759514296213,1.5408813535015895,Iris-versicolor
+18,4.857574677981596,2.7858223316733732,4.66697923892821,1.9201606943905265,Iris-virginica
+19,5.728269957088317,2.8523878565685883,3.686229233360605,1.101385637365548,Iris-versicolor
+20,4.980563256778932,4.235602850723318,1.360860807142985,0.1393430230369596,Iris-setosa
+21,5.0586949486244945,3.4564831265435787,1.334491041296423,0.7662750906806444,Iris-setosa
+22,5.99540080030578,2.5919361245077894,4.2575771783833485,1.0952829037062477,Iris-versicolor
+23,6.940400700079246,2.9962625039035267,5.854465831789325,1.876820716360665,Iris-virginica
+24,5.274780325446861,2.363330571547379,3.746121367723208,1.111758178191867,Iris-versicolor
+25,5.207730414132141,2.8619862008739485,4.302414318082426,1.0055302476181667,Iris-versicolor
+26,4.9250780610106615,2.7513961593725726,1.2785080273425506,0.4117169526680106,Iris-setosa
+27,5.744558464844642,3.050215741041076,5.5723635453771685,1.7782709925066555,Iris-virginica
+28,4.953312873428523,2.4285071274759362,3.5489465818214825,1.144963817003159,Iris-versicolor
+29,6.188685760242832,3.192777967217418,4.830785839756182,1.977766273870528,Iris-virginica
+30,5.140483286552138,3.260908036044632,1.6974555343453672,0.25286399781684893,Iris-setosa
+31,4.767462664046936,3.0982182839833894,1.3761393584901678,0.27957865925314085,Iris-setosa
+32,6.310861232187394,2.742942031756981,4.940999354725797,1.6273157577127664,Iris-virginica
+33,5.0072890317440555,3.5388394329841293,1.363731324518022,0.12058819123626888,Iris-setosa
+34,5.1388238647255085,3.726422813771843,1.527348860382627,0.17313187772582303,Iris-setosa
+35,5.365618437538621,4.033969210702645,1.349968207431828,0.17703311604965344,Iris-setosa
+36,5.987156427457887,3.4184403122290474,5.140900111122746,2.27260691040617,Iris-virginica
+37,5.069946669202767,3.3888141597076005,1.6235355271330227,0.2925745304365512,Iris-setosa
+38,4.826291691801827,3.143208984426057,1.5003060524710077,0.1537506618738495,Iris-setosa
+39,5.7040664988443135,2.7143083704375854,4.107843652113979,1.2050692371837046,Iris-versicolor
+40,4.478282411048879,2.8743399269866514,1.3072280478986171,0.19801525229170225,Iris-setosa
+41,4.669559787925236,2.915357444918573,1.2303637997106565,0.2351106283380048,Iris-setosa
+42,5.17733757309446,3.1834056735152294,1.2576342753949017,0.2673296999163126,Iris-setosa
+43,5.3197723309204905,4.023231981368686,1.2953490806876033,0.07347886925578023,Iris-setosa
+44,5.739072857469759,2.8455306184763876,4.352612591357541,1.316116422828302,Iris-versicolor
+45,6.352158477363754,2.711985961662716,4.81317116715416,1.700664768040361,Iris-versicolor
+46,5.6206878913459155,2.587842344266919,3.9260355491400114,1.4083041578995763,Iris-versicolor
+47,5.401639056515876,2.6299753518698825,4.784399766487237,1.6775546348923236,Iris-virginica
+48,6.209975451467345,2.721639154018605,5.447238073994141,1.6806181819451524,Iris-virginica
+49,4.626472387326444,3.103887697485779,1.3968175685228927,0.3469247880237634,Iris-setosa
+50,6.249454580046974,2.863545432531469,4.700543292690175,1.5500854511606714,Iris-versicolor
+51,5.7136944139559525,3.20429972330197,5.2194011230917186,1.4465393139452867,Iris-versicolor
+52,6.119360539177436,2.948627436248665,4.559849549768379,1.48048913904901,Iris-versicolor
+53,5.570397483781981,2.776026581513854,3.9039399945008095,1.2002558580894709,Iris-versicolor
+54,4.811230811907226,2.8347183876179813,1.6369498693120303,0.2728359702655668,Iris-setosa
+55,5.7447731894522835,2.9115674111048513,3.948748896318649,1.2073430282685758,Iris-versicolor
+56,6.5502522987426675,2.6951534422079404,4.901785723400398,1.7435091326114946,Iris-virginica
+57,5.255275926195613,2.670807135587642,3.979838302323127,1.1806757407760706,Iris-versicolor
+58,4.954251969258552,3.5105912240705988,1.5741976122882215,0.1506785587072421,Iris-setosa
+59,6.540556678492956,2.9808841391242065,4.4668478195237125,1.4568360039938422,Iris-versicolor
+60,5.709344380589026,3.0460713463836666,4.309738217532533,1.2859161467251101,Iris-versicolor
+61,6.6622513984433684,2.9174345433758124,5.536923953539006,1.8003604165769573,Iris-virginica
+62,4.919910987318257,3.7772720978722276,1.148563536735546,0.26616962734498234,Iris-setosa
+63,5.169408899790908,2.3973222985195006,4.056460845260923,0.7129160507185279,Iris-versicolor
+64,6.26342472830621,3.164935553588218,4.736511705502325,1.5138496880085088,Iris-versicolor
+65,6.368590337806105,2.612215456533659,4.94400839412583,1.4153926836694732,Iris-versicolor
+66,4.954826891697221,3.2990553610032216,1.456240429709665,0.28704781294835047,Iris-setosa
+67,4.969815368662731,3.384790124863742,1.4438877385352966,0.22651452036189565,Iris-setosa
+68,7.0437881485582965,3.0691860360998495,4.613188609682457,1.4781332467544197,Iris-versicolor
+69,4.827946869179451,2.7130356283585613,3.641789474399979,1.272423696620996,Iris-versicolor
+70,6.70053414920677,2.511682442686701,5.8517559030644755,1.7325955043927392,Iris-virginica
+71,6.1649597700628265,2.5352930733301604,5.163701277330962,1.9221104775183888,Iris-virginica
+72,5.811008848472743,3.030888933995715,4.773463226818267,1.3735560360157444,Iris-versicolor
+73,5.623350204582069,2.793061288188029,4.414653851919278,1.4228361559590377,Iris-versicolor
+74,6.2944836989485005,2.8985850025747117,5.364265916769651,1.8613298714311448,Iris-virginica
+75,5.87961126986385,2.823858021635404,6.058628045626079,1.8765511583496335,Iris-virginica
+76,6.974881781549708,2.7929606584510305,5.632711047691339,1.955328347618297,Iris-virginica
+77,5.082480331226193,3.5314250914494925,1.5281241422737721,0.03606467666630511,Iris-setosa
+78,6.231077756468636,2.7067594859645183,5.114278770150645,1.6020627815668291,Iris-virginica
+79,4.415475008536739,2.845491497285022,1.2971279038430188,0.16008821040102145,Iris-setosa
+80,5.247488669357639,3.2346663301297167,1.2620678622364525,1.2302851470521914,Iris-versicolor
+81,6.367854758382613,2.8002534964507992,4.968275441989149,1.737858609889892,Iris-virginica
+82,4.784597158546944,3.8618024139137144,1.2251183177243674,0.17182603018367423,Iris-setosa
+83,4.9727124343400675,3.1752356395769326,1.5202538076059247,0.24931722273549806,Iris-setosa
+84,6.265925776382392,3.2296715230764903,5.341351645075538,2.393058221439398,Iris-virginica
+85,5.045071104443722,2.5190557418726773,4.081386068394145,1.3277214942889228,Iris-versicolor
+86,5.384768864416385,2.801442035809163,4.439279385261589,1.5319552610209624,Iris-versicolor
+87,7.424810913778734,3.1345944901549396,5.518619318880566,1.5585198660747526,Iris-virginica
+88,4.74001966086963,3.8694302693558025,1.5748609048748743,0.268869167040926,Iris-setosa
+89,5.828883827989249,3.0984406792345904,4.195966408748141,1.09588215600218,Iris-versicolor
+90,5.473841842641865,3.00771085878715,4.438622228782676,1.5057660791466616,Iris-setosa
+91,6.247115520275981,2.960118657800333,5.065340985834936,1.6579521962338355,Iris-virginica
+92,5.2992113239283345,3.09284698755304,1.4180182577964096,1.181736760486538,Iris-versicolor
+93,5.553901618772032,3.0393022019994147,4.373231706102334,1.230962015147227,Iris-versicolor
+94,5.254391762916125,2.4172240682932515,4.0266319503210735,1.105062964357149,Iris-versicolor
+95,5.7424746553961175,2.8838187232639734,4.641164448156052,1.622636740178072,Iris-versicolor
+96,6.956812439868516,3.2774888077633215,5.482294037858243,2.1783826791253222,Iris-virginica
+97,6.160587411190452,2.729642733323382,4.349215976136991,1.4218549371163403,Iris-versicolor
+98,5.606880741431011,2.361555224442012,4.974188892939859,1.7505512719323673,Iris-versicolor
+99,4.391754653039286,2.818855143003863,1.3997606925747015,0.1940522762221058,Iris-setosa
+100,5.756302117460202,2.761974182694309,4.302837535500569,1.3943768031881192,Iris-versicolor
+101,5.038611540476456,2.784219968969049,4.186171421953629,0.6192827706209365,Iris-versicolor
+102,4.9833960950173175,3.007723873372368,1.3938085143802315,0.331043265326071,Iris-setosa
+103,6.360140412212995,2.982768114298063,4.532099299407111,1.6544022438593313,Iris-versicolor
+104,5.042292367867638,3.1256821480763337,1.5246473012516863,0.23997926576525686,Iris-setosa
+105,4.7753229545481375,2.725612264327338,4.429052865750046,0.1337321703613364,Iris-virginica
+106,6.925319201075996,3.222560946690411,5.475493621333653,1.974596464178403,Iris-virginica
+107,6.153767517844791,2.9325844110610753,5.279998836135959,1.8976939090773666,Iris-virginica
+108,7.117079664801864,3.379260693789708,5.91513661025971,2.228259005479017,Iris-virginica
+109,6.361286044698278,2.7849741588304306,3.991374930257948,1.1985600218574683,Iris-versicolor
+110,5.791580695014679,3.087001565661564,4.798296923564652,1.7041294175287467,Iris-versicolor
+111,6.064339451916846,2.970885213886646,4.712139932792302,1.3720082544475491,Iris-versicolor
+112,4.436488452109062,3.372607440173619,1.1600910483545852,0.16905306743598086,Iris-setosa
+113,5.937412357107988,2.920634089248249,4.38011723294996,1.5261984054005484,Iris-versicolor
+114,5.238126188833212,3.2965974543841154,3.849798772744931,0.9717876746003489,Iris-versicolor
+115,6.941579713211393,2.740405431633989,5.697082910128302,1.6401241137318905,Iris-virginica
+116,5.5122108814335045,2.8107933163111047,4.943239628078,1.7195524285482953,Iris-virginica
+117,6.588542812272333,3.325478077252927,5.767998414879762,2.2352463656658554,Iris-virginica
+118,5.974091962370144,2.8545723286654656,3.8000424567906608,1.1914110880106026,Iris-versicolor
+119,5.67638909544178,2.9801632252011103,4.2520236576739965,1.424933105048102,Iris-versicolor

iris/tvae/1/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.87790800653476,2.910740529658766,4.848965545823386,1.4590808966446243,Iris-versicolor
+1,6.566037717457098,3.036047428362953,4.499322119263392,1.4636877554203476,Iris-versicolor
+2,5.0161964872028335,2.9825133933078964,1.403001341926859,0.23239182588413185,Iris-setosa
+3,4.575661642257459,2.947865599377906,1.4193127383749204,0.2071764704570843,Iris-setosa
+4,6.872762456986359,2.7676035918021937,5.177707496608865,1.5762417824664916,Iris-virginica
+5,6.999123535929864,2.8103062256175217,5.4688954335065105,1.6036642546778115,Iris-virginica
+6,5.804735869352449,3.0141391097807526,4.694251631285775,1.3579924681014277,Iris-versicolor
+7,4.854885880246616,3.394518299248815,1.4238581891297857,0.1264234838130422,Iris-setosa
+8,6.39420979835856,2.542876504270132,4.960562558019524,1.5652573921347543,Iris-virginica
+9,6.518129881397727,3.1677760471201637,5.194870603582198,2.058868850254356,Iris-virginica
+10,5.809481237885487,3.2202644007631758,4.054067766763977,1.6640389876044788,Iris-versicolor
+11,5.70298408985025,2.4930625232137675,4.737296460012762,1.7064276191093335,Iris-virginica
+12,5.395165861828956,2.491624597907398,3.7657331581469116,1.3987785351177269,Iris-versicolor
+13,5.429764168514303,2.9810745805482157,4.48479798369155,1.576498193888557,Iris-versicolor
+14,5.795443747579435,2.8884422885074708,5.030131070070137,1.7555321515443996,Iris-virginica
+15,6.880097781483057,3.1968203882606825,5.68374302567687,2.024119351927722,Iris-virginica
+16,6.229098637007549,2.8146205375942412,5.145015505398294,1.9540517392236763,Iris-virginica
+17,6.230648542746246,2.676568314989121,4.947048995873795,1.869411918375389,Iris-virginica
+18,5.156684398465275,3.6179993101237384,1.4767228332454747,0.038544189786230504,Iris-setosa
+19,5.178151604267858,3.6546092156236423,1.5169474025436571,0.2038133163724524,Iris-setosa
+20,4.982515435621249,3.5028828335250677,1.3431167315804455,0.18192074693150495,Iris-setosa
+21,5.887146395230573,2.700587338166103,3.994046275187954,1.2992296456608925,Iris-versicolor
+22,6.498366944915614,3.152397281963467,5.357244888022615,2.2687224177562584,Iris-virginica
+23,6.716342930478705,3.0320042933411493,4.764882646936037,1.7775884814202632,Iris-versicolor
+24,6.261919467181649,2.7969716448424746,5.581005381970609,1.5419670606060067,Iris-virginica
+25,4.939883823335702,3.6747340170891922,1.304697979804406,0.2786354382067352,Iris-setosa
+26,6.303714120686843,2.6847624756031934,5.232758288028873,1.7123679328485812,Iris-virginica
+27,5.18738264771864,3.3657176881871753,1.6113820883914716,0.2086263657915957,Iris-setosa
+28,5.298686111468913,3.2902745406195586,1.5526347659959623,0.19721078466784714,Iris-setosa
+29,4.910390570768977,3.123076005802075,4.3451920397839405,1.524118137348613,Iris-versicolor
+30,4.983999413519452,3.7901082797908874,1.4082315998940131,0.2708568438333673,Iris-setosa
+31,4.884513918178808,3.1893564241856063,1.80703872860004,0.20722545471280598,Iris-setosa
+32,4.52292623737968,3.312768419148867,1.5264985246533973,0.15087074198871112,Iris-setosa
+33,7.449997115347515,2.950216306945354,6.548101357723067,1.9690595261791786,Iris-virginica
+34,5.984983983565506,3.0563444026448083,4.8680953763303085,1.40301553085338,Iris-versicolor
+35,6.982456297789324,3.770714703525963,5.659983779112943,2.4062499985489603,Iris-virginica
+36,6.1895052765849154,3.159642192150695,4.331069565215112,1.2816188888046653,Iris-versicolor
+37,5.965307862217773,2.8424791398667097,4.1346580977140475,1.2376183404115195,Iris-versicolor
+38,5.2819231810122895,2.9572065684202933,4.328557128458972,1.3183750630571018,Iris-versicolor
+39,5.135407375432547,3.4442644804667686,1.477017047099237,0.17529955639134498,Iris-setosa
+40,5.467681831258226,2.878980539519999,4.131690017702464,1.4781565588116374,Iris-versicolor
+41,6.309131193339278,2.5798490153409244,4.096484574127687,1.1468309620177348,Iris-versicolor
+42,6.134132836507465,2.5573010998369132,4.987768288897076,2.0022148059097535,Iris-virginica
+43,5.64999325008318,2.257996744611943,4.609348552452223,1.3388445265273243,Iris-versicolor
+44,4.704137353202764,3.186042240883307,1.4526386002575606,0.2428542056735749,Iris-setosa
+45,5.196291046502595,3.2623749019088315,1.4476412164602885,0.3346594215359121,Iris-setosa
+46,5.9680944302524725,3.0343448041067154,5.241906103624133,2.1860660494330766,Iris-virginica
+47,6.427314051634791,3.8417970410990594,5.686590622702389,2.2069414823941025,Iris-virginica
+48,6.30332348516588,2.931219000835856,4.889842775113702,1.6287443352030029,Iris-versicolor
+49,4.921631087026606,3.351955931749317,1.3346044500565593,0.3093580908636825,Iris-setosa
+50,4.744353336801961,3.0261781697471806,1.2803634797287986,0.1354836795241028,Iris-setosa
+51,6.179031923352465,2.8565431325117894,4.862023046382629,1.5458016048385022,Iris-virginica
+52,5.9590506174829585,2.8193022570546438,5.126634140500704,1.867645766675385,Iris-versicolor
+53,5.217105905129364,2.1310554696986976,3.8873059921580886,1.0903371229155587,Iris-versicolor
+54,6.455497578344734,2.79735336409292,5.504706440633008,1.9518713895172715,Iris-virginica
+55,6.186010678870336,2.842585198629708,4.976906248707454,1.7331071641662275,Iris-virginica
+56,4.516191532094914,3.3360990078504758,1.119510333800989,0.09751435484338197,Iris-setosa
+57,6.509295072689759,3.3812985542887177,5.114866894671689,2.151549565731343,Iris-virginica
+58,5.176852655476484,3.3641754218759563,1.3032152113713984,0.2253939529615066,Iris-setosa
+59,5.01077788058275,2.1711037723199147,2.9983560750612397,0.6868094903368509,Iris-versicolor
+60,6.805510464724044,2.6145789357529217,5.873276182725815,1.7522512920115694,Iris-virginica
+61,6.05628551177626,3.1422116612808813,5.281112198837316,2.100521832156597,Iris-virginica
+62,5.877082533665652,3.0547574806410496,4.607091868953881,1.4943472228025185,Iris-virginica
+63,4.6063331721613965,3.1942261144616975,1.5137268736144507,0.015629816262621915,Iris-setosa
+64,4.620302670233196,2.96533230905523,1.3945180353116917,0.2884536010049942,Iris-setosa
+65,5.032958593986828,3.1010856515806897,1.5864363827239825,0.2398572994867853,Iris-setosa
+66,5.928829677487397,2.9027552745617666,4.714490082615542,1.6712978412215898,Iris-virginica
+67,5.259818425529344,2.739212158821676,1.08214285869383,1.4827219786358103,Iris-versicolor
+68,5.335581358038618,2.387818898513473,3.565181163634139,0.8890427440343995,Iris-versicolor
+69,4.575176765590035,3.18229361677323,1.4606160607829073,0.21916810618300478,Iris-setosa
+70,6.200436909753708,3.043993905628473,4.662383118547356,1.7575773658699625,Iris-versicolor
+71,4.445193699799016,3.197898642991416,1.3136914520016614,0.2600601613957709,Iris-setosa
+72,5.3541610873621295,3.9344654357411972,1.741851566388453,0.1678551319701111,Iris-setosa
+73,6.2878659651982804,3.204001782266968,5.023828537486539,2.179203935942167,Iris-virginica
+74,5.130601214895615,3.3002384094913517,5.076466269604705,1.9888021127061883,Iris-virginica
+75,5.679607495824649,3.242238434644593,4.55098655904921,1.709465341050406,Iris-versicolor
+76,4.6758126841011265,2.8950149540565797,1.4302209808910054,0.12207976545383953,Iris-setosa
+77,5.040180430539507,3.5551180464134378,1.3366831739760023,0.1711875355749915,Iris-setosa
+78,6.254375906575352,2.6332890127124715,3.904812378218407,1.273018268336774,Iris-versicolor
+79,5.803527292167106,3.1016353704720365,4.681952525350381,1.7306453049939872,Iris-virginica
+80,4.945719974418252,3.5019664740555,1.5107281308804623,0.17118066028061557,Iris-setosa
+81,6.595127319324396,2.991174721042923,5.425586192435584,2.0720038126621305,Iris-virginica
+82,5.914557715059723,2.6792034850134403,4.963462428021912,1.7724852316537507,Iris-virginica
+83,5.490685084003384,2.7125412280439383,4.663962597786472,1.5195085024207045,Iris-versicolor
+84,5.3510780684808505,3.9915535589743367,1.8722786137340925,0.3257582031695005,Iris-setosa
+85,4.744604606510714,3.220842313710172,1.1771099632250528,0.07714112215537491,Iris-setosa
+86,5.514424373545456,2.9146275089009563,4.069203774785967,1.4555137975898824,Iris-versicolor
+87,4.483500173818552,3.2844356753499824,1.6013367277700952,0.2516818383134629,Iris-setosa
+88,6.123737385427746,2.9747046408754434,4.970414678103294,1.7332807685779568,Iris-virginica
+89,6.292376037481234,3.0338545306377878,5.1879134114168295,2.1977531054082156,Iris-virginica
+90,5.159786260252049,4.092339270716408,1.3148107157417526,0.38751607044344083,Iris-setosa
+91,5.481019877384605,3.0017841110927,4.055210910594372,1.432899267438394,Iris-versicolor
+92,5.574347976990461,4.193767752829313,1.5415119835679474,0.286663969505768,Iris-setosa
+93,6.521501445148911,3.3532143368150837,5.34018179373633,2.3617668925128856,Iris-virginica
+94,5.337139128089576,2.94105692715344,3.9685290375199926,1.352031291192926,Iris-versicolor
+95,6.411872875550943,2.743735840515425,4.601439768196637,1.5850363873845952,Iris-virginica
+96,6.065857723192763,3.1584694419665467,4.85931428304074,1.5556485846174855,Iris-versicolor
+97,6.172629727471256,2.7370596072198317,5.1011207506135055,1.6968001062552243,Iris-virginica
+98,6.242006320879483,3.0291913626387204,5.386063617822592,2.0490912513942985,Iris-virginica
+99,5.1746935713717095,3.598630575343894,1.5958124970162446,0.2337033357586211,Iris-setosa
+100,4.568022100859595,3.2801483435765104,1.2420761725350955,0.28186636005308274,Iris-setosa
+101,4.80225341446593,3.3447014588853183,1.5015838630555365,0.24210103988397225,Iris-setosa
+102,5.8042629298641,2.875668760204834,4.196244895913414,1.319212228993154,Iris-versicolor
+103,5.602284934786797,2.6363471079566705,4.074858102413189,1.422261087491603,Iris-versicolor
+104,4.9626113302225505,3.065182804193655,1.3805285360025243,1.0423375264262293,Iris-setosa
+105,6.07846132521904,2.8591685894414076,4.728799844518899,1.6812835211472221,Iris-virginica
+106,4.76123128613082,4.076655948808673,1.2946447591863899,0.17118718400085753,Iris-setosa
+107,6.734077156317453,2.9097470162498777,4.849963350107403,1.438227973831158,Iris-versicolor
+108,4.879651953859841,3.0252213177600176,1.4004390096019053,0.14198387753556496,Iris-setosa
+109,4.811428601307102,3.9682802875658347,1.0845407105386538,0.21593923354231728,Iris-setosa
+110,4.812529100266211,3.182736785366009,1.4368752156007367,0.9889655560155598,Iris-setosa
+111,5.6829408271286335,3.083187284725296,4.583794843884186,0.2705657291358598,Iris-setosa
+112,6.505627511856016,2.8539953429520653,5.086679849004061,2.0563854322693453,Iris-virginica
+113,6.0860856748566725,2.989398998132633,4.743667274744979,1.7687374208590918,Iris-virginica
+114,6.137759684788155,2.6049668168379863,4.970260088966116,1.3962838890354279,Iris-versicolor
+115,4.626765167339833,3.239649411242379,1.1934535529902428,0.20323996812046677,Iris-setosa
+116,5.1684257352725576,2.981491456389563,1.5622743911007075,0.2721756944952394,Iris-setosa
+117,4.862318280318303,3.363036624288323,1.6749773201540514,0.1563126325747145,Iris-setosa
+118,5.199858281916992,2.248788351503194,3.87320632186627,1.1584131304089982,Iris-versicolor
+119,6.472694936843884,2.9693130009588384,5.3467265847543946,1.8857868368672945,Iris-virginica

iris/tvae/1/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.6790813129984,2.7484543031897757,4.438669560439448,1.598615636099503,Iris-setosa
+1,6.348903193059397,2.8403667676619277,5.301169215960072,1.445417769562688,Iris-virginica
+2,6.328132870218102,2.832272791007668,4.896481577853243,1.4876754378821369,Iris-virginica
+3,5.11403466942789,3.235669009320443,1.4748906880292554,0.17315488375102972,Iris-setosa
+4,6.996512647300561,2.9815413676066247,5.773273950663252,1.896764577749585,Iris-virginica
+5,6.365339826340563,2.6503723445108744,4.919082491810951,1.5624507077473984,Iris-virginica
+6,5.905931894700805,3.2967879132466376,4.969685841937247,1.4712360741954542,Iris-versicolor
+7,5.385718174677892,3.3821115451730956,1.3622532234456406,0.16408701538771714,Iris-setosa
+8,6.453541349972157,2.7468979708973307,5.00954795600744,1.6801146174221582,Iris-virginica
+9,6.186143504906405,2.943723889256387,4.853644785888893,2.141720984752684,Iris-virginica
+10,6.189653513706266,3.2008764342857385,5.0632980098518905,1.6779694071051545,Iris-virginica
+11,6.875150293390503,3.2600604475362145,4.724037830412007,1.516419355817143,Iris-versicolor
+12,6.453733337486728,3.501972795837424,5.816087587516979,2.554032157756201,Iris-virginica
+13,5.9702655029514355,3.134708573641909,5.17305934365719,1.9758271039613564,Iris-virginica
+14,7.305146056536197,2.8039513449324103,6.316978305278562,2.0205426271150144,Iris-virginica
+15,5.2720959496596445,3.299133434671783,1.4412488754225277,0.2692756292229205,Iris-setosa
+16,5.533768916653509,3.3501399385275743,4.654703247024571,1.5794714703589285,Iris-versicolor
+17,4.83628217488987,2.7809039430375537,1.3808737768755595,0.3297744909822812,Iris-setosa
+18,6.185114821493552,3.205672459566448,5.32805172022157,2.2127623047666214,Iris-virginica
+19,6.139516014599188,2.7608412005876195,4.677100954639203,1.688092984602571,Iris-versicolor
+20,7.288757805428268,3.293106133610725,6.148387894559074,1.7403523817994986,Iris-virginica
+21,5.792860660253284,2.5435717859556988,4.042009377994121,1.240618687991606,Iris-versicolor
+22,6.1573635989595275,2.6968698071784396,4.71190115631805,2.1048986128750498,Iris-virginica
+23,5.863764359097136,3.089435656064727,4.339977227582853,1.3065869987205057,Iris-versicolor
+24,5.251323902344364,3.5004448477372008,1.491109758538396,0.2860233272887253,Iris-setosa
+25,7.126227724805201,3.1049862412196467,5.922961965449185,1.874353296807427,Iris-virginica
+26,5.006930709419868,3.8368051649357304,1.7429433093315787,0.23432997546308443,Iris-setosa
+27,5.031143947990379,2.23256131274407,4.033241986558756,1.1910716539467021,Iris-versicolor
+28,6.038883592282168,2.967131029466024,4.798050778551584,2.0952085743162367,Iris-virginica
+29,6.136317126888915,2.795837291903234,4.2399416710530335,1.229880324790291,Iris-versicolor
+30,4.926107631266989,3.3997004421283306,1.7847703660713905,0.3424209248294449,Iris-setosa
+31,5.49730900686921,2.5288553033425734,3.7283537203178154,1.0206349955101874,Iris-versicolor
+32,4.489704230238171,3.306229252275269,1.4975158465404819,0.12791112512046315,Iris-setosa
+33,6.590871123941945,3.1126552061921484,5.37105710295968,2.2505879410011826,Iris-virginica
+34,4.943743405887731,3.704028208670668,1.1950950417158934,0.16706337338260766,Iris-setosa
+35,5.886812379330581,2.8525795783740304,5.1569035961562975,1.8086695792486118,Iris-virginica
+36,5.631598165229034,3.9503864379618916,1.4119504665410127,0.19040155182970625,Iris-setosa
+37,6.210978019762936,2.9915926902505263,5.146929114365518,1.9545902308509653,Iris-virginica
+38,6.219064525136191,2.9908097619726375,4.845743047562711,1.737656569000116,Iris-virginica
+39,5.268810444233341,2.4010108356670705,3.557819432783015,1.082795603166363,Iris-versicolor
+40,5.583527533637042,2.7079674251784973,4.588475252919817,1.3165743477341911,Iris-versicolor
+41,4.891596040663959,3.5355343045014904,1.4199356268189423,0.20845725115786343,Iris-setosa
+42,4.376440655362073,3.302922133175628,1.2623352294968961,0.18211424823672884,Iris-setosa
+43,5.931702669245423,3.178507837389134,4.397586118430386,1.2419662553443689,Iris-versicolor
+44,4.69116925071116,3.135685047289457,1.3736905223409328,0.1903128834486693,Iris-setosa
+45,5.475695530462636,4.237755745402271,1.4231637058151874,0.054564171836029574,Iris-setosa
+46,6.4869847061753605,2.666400377761495,5.17243406866751,1.7573752536526888,Iris-virginica
+47,6.34717661827618,2.6249295774880737,4.763338508704578,1.5755914023841247,Iris-versicolor
+48,6.550184347818625,2.9157476995979583,4.986571882006998,1.5333648715275747,Iris-virginica
+49,6.336166813768839,3.1040712473631236,4.666950887980943,1.7346576832868632,Iris-versicolor
+50,4.5244631135916915,2.9558094204903633,1.4395633033114095,0.21110961911225704,Iris-setosa
+51,6.338314007014591,2.864874433900409,4.538333015809166,1.699151383671564,Iris-versicolor
+52,6.774320662477919,2.7988024930703865,5.015574784658072,1.9890974507309265,Iris-virginica
+53,5.714854244950896,2.282217644834545,3.701016471812849,0.9676345465754205,Iris-versicolor
+54,5.247221036153412,3.5577156999848096,1.5303190725870444,0.17874074594990946,Iris-setosa
+55,5.457616080021142,3.8248072193505562,1.7219386590806545,0.2769214146196618,Iris-setosa
+56,4.838908117418341,2.9430825831554466,1.43913535905271,0.0251529834550058,Iris-setosa
+57,5.822970048244996,3.9564504131174756,1.2747706790567375,0.15079115486926026,Iris-setosa
+58,5.760248776378627,2.9728815350240883,4.895251276088628,1.8522632164970008,Iris-virginica
+59,6.670985112147734,2.633742528118495,4.163632656183692,1.2951190463761826,Iris-versicolor
+60,6.216856894196919,3.799015619327359,5.654825243143535,2.093227694718995,Iris-virginica
+61,6.783472892433858,3.2010054785879425,5.649892893385529,1.865814298125221,Iris-virginica
+62,5.948350104679806,2.9630649732885557,4.7517659450392955,1.502558812890017,Iris-versicolor
+63,6.153152813495212,2.8049234710727813,4.656999969864659,1.6248360807442706,Iris-versicolor
+64,5.823217970749348,2.914366213522116,4.238161825495306,1.1731787495597055,Iris-versicolor
+65,6.315562755272288,2.9645191640554502,4.0353163378732955,1.2192878168722272,Iris-versicolor
+66,5.90659966898862,3.1447978157811205,5.187487824683465,1.917582840727504,Iris-virginica
+67,4.822166543221397,3.6900930057899735,1.226176153551968,0.06755623902465172,Iris-setosa
+68,5.587882684600747,3.19468785788405,4.56027503796441,1.5702162437443994,Iris-versicolor
+69,6.398759294687441,2.9044288415623654,4.995243953893144,1.7586439362420798,Iris-virginica
+70,6.175686272916514,2.918865177886045,4.657778997778436,1.3719151591027499,Iris-versicolor
+71,4.910759622613492,2.76687759358318,1.4218977490727538,0.3212876493563964,Iris-setosa
+72,5.142919393433643,3.838920451332483,1.30188837525584,0.1442002266795852,Iris-setosa
+73,6.621061955345183,2.687887181745966,5.539727360987756,1.7284401797684346,Iris-virginica
+74,6.58489302258474,2.9900775274795195,5.140041592907529,1.9996150462142508,Iris-virginica
+75,4.877075102112646,3.3369769685506343,1.6094648871795247,0.17802071620571258,Iris-setosa
+76,6.846317506481216,3.0824851766981087,5.546507026237499,1.9527277279674764,Iris-virginica
+77,4.898464691965113,3.310690827154577,1.5395032468043461,0.2216652735388504,Iris-setosa
+78,6.5038884987789105,3.337855975481155,5.566104782555862,2.143296166726712,Iris-virginica
+79,5.421723921097614,2.89731232253805,4.36057210639072,1.2081802774502433,Iris-versicolor
+80,7.06342279084712,3.1120740421763737,5.687603316435211,1.8588804640903622,Iris-virginica
+81,5.838164797989855,3.106787715415857,4.446921869811234,1.6547245072340508,Iris-versicolor
+82,5.212273882165993,2.3887533491287885,3.8868609370883744,1.0332892502792408,Iris-versicolor
+83,5.4299939541520645,2.4677613916304857,4.002954584410284,1.2333705760977822,Iris-versicolor
+84,6.321613265602454,3.0939830576120633,4.346314555190518,1.3992380859474836,Iris-versicolor
+85,5.160109039371081,3.3694960061745256,1.5686735138905554,0.279429542940168,Iris-setosa
+86,5.513123302811201,3.0111356568787526,4.065172612919695,1.1918654937621649,Iris-versicolor
+87,4.4034087785208955,3.023173207399719,1.205541529142027,0.19280250733790052,Iris-setosa
+88,6.243204500510303,2.854521844636369,5.406838945366335,1.9691666028794974,Iris-virginica
+89,4.8686847580917,2.883414875618247,1.354323610360861,0.2602148998107763,Iris-setosa
+90,5.001316657461191,3.2367125479703875,1.3323457324108379,0.08977531792443072,Iris-setosa
+91,6.01240950835786,3.10740492307086,4.722073661662913,2.1920604279530354,Iris-virginica
+92,5.377411456358111,3.6481260033813854,1.6532108786711295,0.25791655848964173,Iris-setosa
+93,6.468242298075056,3.210607352355437,5.275519116688709,2.1348516652345038,Iris-virginica
+94,6.817365667840819,3.1077387458024157,5.445688369617488,2.4152470057802073,Iris-virginica
+95,6.129863959585453,2.98136816958967,5.0444072974123255,2.16979192227017,Iris-virginica
+96,5.322315491687872,2.7434405758250255,1.1132722450919332,1.2271149862272306,Iris-versicolor
+97,6.753640693221438,3.287926124615609,1.8492316396771875,2.059792719686375,Iris-setosa
+98,7.336044025617185,2.883753753094833,5.586620503636599,2.108816575945757,Iris-virginica
+99,5.1993765185826595,3.731062105251504,1.737647189126873,0.15053030095364112,Iris-setosa
+100,6.6088205368058475,3.631676782423193,5.793057971433015,2.294473980486007,Iris-virginica
+101,5.105388321038804,3.0155264142902234,1.4486436465515309,0.14396706755153688,Iris-setosa
+102,6.453296100924071,2.964822662309111,5.100234725246831,1.7173541335630296,Iris-virginica
+103,7.063815182723623,3.2118976829776744,5.8051026186010555,1.8216621630891663,Iris-virginica
+104,6.943087583464332,2.6701563480357993,5.379046032892183,2.0476937129881705,Iris-virginica
+105,5.298800019656232,2.970671932762611,1.3387565405580424,0.129503776389568,Iris-setosa
+106,6.009401032688628,2.8464585279126813,4.446730430194031,1.4203830551147179,Iris-versicolor
+107,4.421171736954998,3.343383144832286,1.4688405400150024,0.09095975527942246,Iris-setosa
+108,6.050621874980374,2.6823392925758656,4.491193374325077,1.8538099514482052,Iris-virginica
+109,4.771535854325015,3.5999846415892884,1.38015314427391,0.23830416162957677,Iris-setosa
+110,5.624859962386171,2.3760297060079463,3.9297424898210767,1.4704221606208527,Iris-versicolor
+111,6.480039060730485,3.023495117392991,5.1552638841056035,1.635689083698999,Iris-versicolor
+112,7.345542930540018,3.244624823506332,6.045193335526031,2.166840908736432,Iris-virginica
+113,5.429405184449704,2.894001448066343,4.541458461714052,1.1522195046052577,Iris-versicolor
+114,5.0583243853018685,3.3583566481638414,1.734125673317541,0.3542138539512509,Iris-setosa
+115,6.6043955605463935,3.0318013368476984,5.06940039779382,2.0465061470324377,Iris-virginica
+116,6.793896868075558,2.708533304687095,5.434959947801417,1.792158759869435,Iris-virginica
+117,5.200512941826487,2.959346593937172,1.2971120667277016,1.21536895058239,Iris-setosa
+118,6.098275732642568,2.999745613250187,4.770926399946358,1.5961521484291756,Iris-versicolor
+119,5.264822321752097,3.7991095671353703,1.4509801851772242,0.1463365594901193,Iris-setosa

iris/tvae/1/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.371711703217857,2.9099049714721628,5.8255858513417405,2.4230536029245666,Iris-virginica
+1,4.549753715652472,2.9436228094820955,1.2505504183978793,-0.007917369022856224,Iris-setosa
+2,6.8537965727092045,3.163162535455054,5.494951132119469,2.0098118788697414,Iris-virginica
+3,7.013293543894649,2.9021940515741234,4.7711436888240035,1.2856627184783584,Iris-versicolor
+4,5.887067431995543,3.21173083518201,4.928023371822529,1.9161665255923461,Iris-versicolor
+5,5.4448898705895825,2.488275083367272,3.40494872890183,1.1951995343338357,Iris-versicolor
+6,6.1954399316669475,3.2906273319489885,4.888136757344309,1.3237836963787524,Iris-versicolor
+7,6.003705454369231,2.909831886315965,5.227353794224801,1.8812458235993919,Iris-virginica
+8,6.411364654659283,2.9096532608547356,5.020106202756058,1.9405074220621557,Iris-virginica
+9,5.734770185649681,2.5306059582756686,3.664897671860838,1.1785831173349488,Iris-versicolor
+10,6.186181410659283,2.8293331206763295,5.131100811316608,1.9636727807057819,Iris-virginica
+11,5.993466588854348,2.705732806830878,5.441810366731284,1.790856920778073,Iris-virginica
+12,6.635310002800549,3.166802212731639,6.050904463326108,2.2381899510863916,Iris-virginica
+13,6.304802037218325,2.648734980656675,5.156753886960251,1.6211524028683495,Iris-virginica
+14,5.367805143148287,2.5567501310060754,3.554211872138096,1.239429248104777,Iris-versicolor
+15,6.65798595711463,2.9216575265196227,4.8015294503622625,1.6047259944880226,Iris-versicolor
+16,5.257618869794387,3.294472202897887,1.5702517017179247,1.7550468638162189,Iris-setosa
+17,7.380005377924211,2.6412852957755053,5.949359149860388,1.8265395376832754,Iris-virginica
+18,6.318261268123215,3.0660037694755347,4.984386781930988,1.609568192299477,Iris-versicolor
+19,6.258508496393235,2.803679916582558,5.395937916535351,2.2289671360312573,Iris-virginica
+20,6.686093689560429,2.9425082039280017,5.214616753442206,1.898105570295334,Iris-virginica
+21,6.223640625048518,2.75374594988013,4.9768327806061,1.785557695132397,Iris-virginica
+22,4.9605678097561166,3.1321570254276416,1.3178785645672924,0.22671540406781232,Iris-setosa
+23,5.419967479336658,3.2789877733014783,4.708039940080732,1.4869196655829748,Iris-versicolor
+24,6.569076666572285,2.812970890924483,5.127664322137523,1.776955622159322,Iris-virginica
+25,5.039248251897081,3.311255603346584,1.5726699717597463,0.3329701825527089,Iris-setosa
+26,4.288173245211267,3.073902404729894,1.3377539633955173,0.1534830526350987,Iris-setosa
+27,5.2180022319023935,3.664619441608209,1.7234462608898014,0.3696335291472438,Iris-setosa
+28,5.549709489525832,3.20972561731322,4.591506672833034,1.3814740101462237,Iris-versicolor
+29,7.00569588890726,2.9107268782643785,5.325107553851278,2.0199338346856632,Iris-virginica
+30,6.49968410717841,2.930884570741242,4.47814049232311,1.519711681715737,Iris-versicolor
+31,6.101757722868629,2.6715959117317007,5.235006275724639,1.8008238846914355,Iris-virginica
+32,6.289777254390151,3.3143273217454157,5.112805292393517,1.992785820264872,Iris-virginica
+33,5.184422061730234,4.031192181116271,1.4362374324505347,0.13349349543923453,Iris-setosa
+34,4.662078062979037,3.1517371050766316,1.6228886204948705,0.25030443631553967,Iris-setosa
+35,5.403808033111187,3.5845770589183736,1.23081731101713,0.2542157883247851,Iris-setosa
+36,6.035838342780088,2.9701745866444846,4.664972184565062,1.6437288096034628,Iris-virginica
+37,6.582223273382461,2.902554932338555,5.367153168408965,1.794287507852688,Iris-virginica
+38,5.361688338314102,2.826814913874635,4.083403678824475,1.2489378584050197,Iris-versicolor
+39,4.823901216605102,3.5405367180430196,1.4033602501687548,0.19571970745381842,Iris-setosa
+40,4.992882816996825,3.1047364020112913,1.3167420368594505,0.3496402233143082,Iris-setosa
+41,6.6914932595397865,3.042921915296463,5.0233639522105475,2.0731435909962888,Iris-virginica
+42,6.041422808786174,2.885286120088884,4.194592748471184,1.312100396276095,Iris-versicolor
+43,6.371403687453348,3.0807136609414796,5.381494375700181,2.264106586885217,Iris-virginica
+44,6.560193088014743,2.7154843469973127,4.20304294115916,1.3591397443035764,Iris-versicolor
+45,5.593070675177493,2.7916172992021915,3.8261636154916947,1.2821296818470191,Iris-versicolor
+46,6.615248384819788,2.7726386334032624,4.917484034132149,1.3680568011373984,Iris-versicolor
+47,6.010289300847262,2.9151007567950082,4.565303703756242,1.6674940619928893,Iris-versicolor
+48,4.83553616175315,3.1695901555244936,1.2844329512933537,0.27554423766213515,Iris-setosa
+49,6.823415561995538,3.14673549544202,5.378664606930161,1.7330503641908304,Iris-virginica
+50,5.643111936449936,3.0401505673228244,4.527522102090819,1.852103379460037,Iris-versicolor
+51,6.114602883905591,2.687828186998094,4.784893955444182,1.4486952487319456,Iris-versicolor
+52,6.107542494010272,2.8505463613934907,4.0445284631127825,1.278466100868459,Iris-versicolor
+53,6.170112775775409,3.1047774561765364,5.240187903998259,2.2095917355906045,Iris-virginica
+54,4.7976661643973495,3.244699284209794,1.4456081447040938,0.3279755634776859,Iris-setosa
+55,6.361842116808238,2.7112396760288346,5.109191257597644,1.580807410082253,Iris-versicolor
+56,4.8426088530539,3.24833661883188,1.2023322424661549,0.14744344045082097,Iris-setosa
+57,5.623928101295601,2.940062283494356,4.3872121008747715,1.5573080888890831,Iris-versicolor
+58,4.771328925875316,2.8730242100802035,1.0269595390968997,0.047080026568319944,Iris-setosa
+59,6.095337956626468,2.516205652250705,4.969611106022445,1.6649666033784327,Iris-virginica
+60,6.487370109974591,3.346278443952433,1.8783286938139392,2.1993369018385556,Iris-virginica
+61,4.752593552105012,3.0686604314050867,1.6125974697088712,0.3340450192594696,Iris-setosa
+62,6.151326346015763,3.2288057024562025,5.1292978779243805,2.1329706505295296,Iris-virginica
+63,5.345068205895383,2.507886425205403,4.083697038942586,1.0268363159114666,Iris-versicolor
+64,6.55180420949063,3.4285087209237575,4.589548481581867,1.417279227572594,Iris-versicolor
+65,6.089550986363195,2.379918128682197,4.287270968089933,1.22651533425035,Iris-versicolor
+66,5.195339305439404,2.9174000124840944,1.22099395365195,1.220775588711021,Iris-setosa
+67,4.706336622600437,3.4503133947145073,1.3315528082218904,0.14861515084486637,Iris-setosa
+68,5.999620414745669,2.6727112173193635,4.521542554231168,1.662182138521877,Iris-versicolor
+69,5.231722768977544,3.7387518086272333,1.500361753284849,0.14278224865118885,Iris-setosa
+70,4.982915178575325,3.169064032811052,1.5909783376092415,0.35751877255090825,Iris-setosa
+71,5.220669459912955,3.7847317401558596,1.855428821328003,0.28901886748753536,Iris-setosa
+72,6.195932290416381,3.3978640443939927,5.362996405777604,2.139543831397831,Iris-virginica
+73,6.5730915114793875,2.9673152530220666,5.276805518988707,2.028459200847558,Iris-virginica
+74,5.125404214614896,2.0061927620612554,3.6288548846409796,1.0032128483665872,Iris-versicolor
+75,4.692388648695036,3.7841035744723373,1.6866383255784008,0.3241753598624225,Iris-setosa
+76,5.514000088682028,3.149187529675921,4.547858999895059,1.7316705780408777,Iris-virginica
+77,6.655374369854953,2.6060718999776107,4.174623356555683,1.3566818708779491,Iris-versicolor
+78,6.482925851707741,2.761721655542543,4.6349118447288,1.517063869623457,Iris-versicolor
+79,6.889952412222291,3.0211548050784027,5.363843876812736,1.8242403551250872,Iris-virginica
+80,4.996993719287736,3.7991160955689947,1.6360148289770398,0.24454144820939003,Iris-setosa
+81,5.624212895284366,2.5658095887201564,2.9081196849447672,1.1548495316006386,Iris-versicolor
+82,5.37180161243588,2.373923885090898,3.7997841686509863,1.517990972802784,Iris-versicolor
+83,5.224886673850935,2.5620311927333645,3.8457782625030026,0.7943021186464657,Iris-versicolor
+84,5.960264741415389,2.4801206850367086,4.03660350190769,1.3159094114146799,Iris-versicolor
+85,7.2715411423474725,3.2424984007193696,6.378535278090593,1.9110649875118888,Iris-virginica
+86,6.837434294114302,2.7031796615505073,4.887570474704554,1.4786058970131566,Iris-versicolor
+87,5.124588769714409,2.867984278857998,4.731943134705527,1.6780077110521099,Iris-virginica
+88,6.810620759873616,3.1117639822130974,5.2013452802555005,1.6278113901081237,Iris-virginica
+89,6.909320598753981,3.4359015317627355,5.699655485821961,2.371250956347305,Iris-virginica
+90,5.887058427631341,3.0107631503622936,4.5496167244669,1.5985552960687122,Iris-versicolor
+91,6.002810115345527,2.735819668991239,4.698900724618771,1.868368224762677,Iris-virginica
+92,5.426151019940348,2.1000328787874425,4.201035967209102,0.9736207920494799,Iris-versicolor
+93,4.766487852513642,3.601009080966536,1.3689138975278154,0.2457994397876725,Iris-setosa
+94,6.335587544614816,2.989591876251784,5.0169000424970704,1.5488345531111312,Iris-versicolor
+95,4.578910905998495,2.9401353130741925,1.1563935773792453,0.09803762010118536,Iris-setosa
+96,5.623221142817567,2.716435462436584,3.8112508607660693,1.2731759651577417,Iris-versicolor
+97,6.0499974307017315,2.6098839999136034,4.670937262720871,1.5082408274223935,Iris-versicolor
+98,5.032114289558328,3.9543208535143015,1.5987063347372057,0.14623684534502235,Iris-setosa
+99,5.119930118677129,4.082405227156797,1.4119667123622104,0.2616857762252065,Iris-setosa
+100,5.044359409178967,3.4232758853776923,1.4427845421705272,0.15620188028008192,Iris-setosa
+101,5.494951674932403,2.5691296274373467,3.4450816324267217,0.9505295293101891,Iris-versicolor
+102,6.979334822990049,2.810988788034829,5.568482684564896,1.5861083001073075,Iris-virginica
+103,6.088777289717754,3.038588270227006,4.396000696804594,1.2524711098978334,Iris-versicolor
+104,6.024789979351228,2.6682656424089326,4.0250389137244795,1.1036345540477797,Iris-versicolor
+105,6.110280040040269,3.1323453668723857,4.120952559636331,1.4994325959435506,Iris-versicolor
+106,5.624000927547767,2.7567196261916624,3.8533957503581515,0.9760859341794448,Iris-versicolor
+107,4.388339385268792,3.0110535467043844,1.2900688565935534,0.191696455664352,Iris-setosa
+108,4.834128903315352,3.741235654829472,1.3769544523968824,0.18039100813190811,Iris-setosa
+109,6.03813953069117,3.2458936331902257,5.406043087492485,2.2485599402788705,Iris-virginica
+110,5.216646147367016,3.9843354107645794,1.4448360709142745,0.24786885344209716,Iris-setosa
+111,6.18557003484659,3.457795186431212,5.403696752715494,2.255383702430045,Iris-virginica
+112,4.790178376987974,2.748274057023445,1.3774857820585207,0.30475190011311987,Iris-setosa
+113,6.730346596122859,2.8815002455548515,3.9782348965830394,1.2468650151840168,Iris-versicolor
+114,4.8929247815951165,3.808804169995473,1.5443217051459455,0.29386359789436073,Iris-setosa
+115,5.947886074831464,2.4869039639281323,3.6891424618204267,0.9464827322907692,Iris-versicolor
+116,6.642784708054685,2.815668484923505,5.3571318127025025,1.574561614242932,Iris-virginica
+117,6.357331389527625,2.832612571788876,5.388842866597631,1.7713669550546753,Iris-virginica
+118,5.709171049326338,2.6011493187251813,3.717860975290505,1.3603036924207634,Iris-versicolor
+119,7.5077069837408255,3.3183825029427836,6.072723164340593,1.9897701836004964,Iris-virginica

iris/tvae/1/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.909436108299337,3.5112668120063275,1.5875439377738674,0.10414244370217027,Iris-setosa
+1,5.082098944351458,3.3836352592551275,1.281586163236437,0.2721344101558981,Iris-setosa
+2,6.166991806809092,3.1406016517525974,4.865150046007946,1.4337211695887142,Iris-versicolor
+3,5.72060490662363,2.7083462264579112,4.808252142834814,1.6722945131430558,Iris-virginica
+4,6.6418056598698465,2.867605648034355,5.493771131019246,1.4199504691522435,Iris-virginica
+5,5.375001855547311,2.7262158239823413,3.9873078390540053,1.203395034310246,Iris-versicolor
+6,6.173790572264522,3.0159560343093768,4.60761310232902,1.7342574839550984,Iris-virginica
+7,5.930460845181497,3.0043463138404007,4.6684776183338075,1.846640369664344,Iris-versicolor
+8,4.644611179410007,3.564406280463954,1.4164402895744743,0.20985752714953532,Iris-setosa
+9,6.131915219268185,2.672822351896836,4.603645021568837,1.6702518616507873,Iris-versicolor
+10,6.1923010458340215,3.0432738312183845,4.284215336683133,1.1555328408962677,Iris-versicolor
+11,5.9460379143827415,2.960432361195918,4.344818255854231,1.6174376829483208,Iris-versicolor
+12,5.611059585905257,3.1108719255247843,4.536149350407331,1.3289207647149912,Iris-versicolor
+13,6.390625377690645,3.0299250139805443,5.410545728674202,2.135698621648755,Iris-virginica
+14,6.23166565611126,3.0368696307176593,4.541460479296566,1.5493877619655891,Iris-versicolor
+15,5.097932983375773,4.049673497783619,1.450106890619055,0.1764753322545316,Iris-setosa
+16,6.156147692554827,2.6485292376936367,4.020445046501699,1.1609587566996131,Iris-versicolor
+17,7.250569617433646,3.0258025501684407,6.127891521877708,1.9296144003520663,Iris-virginica
+18,6.574294241461644,2.7653075666056455,5.336447552395528,1.5067653843232878,Iris-virginica
+19,6.2481143739842935,3.0486662126714728,4.867911023739609,1.5496981836584591,Iris-versicolor
+20,6.128029031888951,2.7619688233881083,6.1620323002677715,1.9976702796646018,Iris-virginica
+21,4.92253951218148,3.330747371959643,1.535856600376683,0.27967141469438056,Iris-setosa
+22,4.77177587274866,2.869800122099655,1.2965645768537395,0.8909690535311025,Iris-setosa
+23,4.934270881818197,3.1541859107268984,1.3942078051461495,0.20764961080635963,Iris-setosa
+24,5.481948737416314,3.0911768853234305,4.141560814542615,1.1868857206298111,Iris-versicolor
+25,5.848174358136227,2.921449270212043,4.260190056476026,1.4569915355745509,Iris-versicolor
+26,6.507003193274074,2.7022306264669735,5.316251696970281,1.587361302017036,Iris-virginica
+27,5.1405592985694435,3.045629497135932,1.6649721052623048,0.3405013930012955,Iris-setosa
+28,4.717383925417019,3.3437383906059437,1.6131528503420176,0.23044605675151986,Iris-setosa
+29,7.488611854305423,2.657748591346024,5.987356348886695,1.9477719255185113,Iris-virginica
+30,6.952170837027423,3.3532510768624384,5.655718822126588,2.4235866273105877,Iris-virginica
+31,6.48532873602878,3.3441082850353157,5.255262603593009,2.3466800876953546,Iris-virginica
+32,6.405692425719058,2.8924873511592373,3.9000626917818675,1.4566666398210648,Iris-versicolor
+33,6.393526853514431,2.725327646012788,4.812366970899455,1.809964128520641,Iris-virginica
+34,4.647344838085449,3.4788661472451556,1.6456308676158107,0.19425861025487856,Iris-setosa
+35,6.702295178488637,3.0434777318978927,4.646676597649978,1.6521000172110998,Iris-versicolor
+36,5.164170151301716,3.487104144427865,1.326371596674562,0.18123467471658128,Iris-setosa
+37,5.1203221416525295,3.6866194908495986,1.5238808872083196,0.11271829460723704,Iris-setosa
+38,5.189693865059997,3.069658835433983,4.057737547035221,1.1649600682858057,Iris-versicolor
+39,5.242618393173135,2.995246841302619,3.7516187771156613,1.3572595490880088,Iris-versicolor
+40,5.429162141808445,4.275473265691045,1.6456852987298418,0.24153854311878362,Iris-setosa
+41,5.958100696912779,2.9693685301849864,4.88920335880547,1.8874457978182186,Iris-virginica
+42,6.059970840827341,2.923715712236639,4.276900442214623,1.8064749521546348,Iris-virginica
+43,6.27358885610314,2.572989253088847,4.237611669251001,1.1951039593805364,Iris-versicolor
+44,5.160897228214725,2.1706164828034726,3.0548680060173306,0.9285044802983762,Iris-versicolor
+45,4.903754501935827,3.2672639005633606,4.5006522550994275,0.32484332420554374,Iris-virginica
+46,6.472346734010232,2.804979958536421,5.106513734411895,1.597652715902984,Iris-virginica
+47,4.952318112014329,3.2964199989995366,1.5201684597502951,0.19527638165008798,Iris-setosa
+48,6.786628979448923,3.0015928293725485,5.216064660439055,1.8468944461676358,Iris-virginica
+49,4.857711595959192,3.326909393022019,1.4586933999619498,0.14271586142777498,Iris-setosa
+50,4.477740808308704,3.0495356358228736,1.3448100491499217,0.1374924676183612,Iris-setosa
+51,6.089026317624453,2.756462336180631,4.707315566488283,1.7662726156602453,Iris-virginica
+52,6.029898461197899,2.552506522310301,4.854203604378718,1.5624695319695143,Iris-virginica
+53,5.089245811031983,3.1394069886365354,1.391866147350286,0.14931887166756697,Iris-setosa
+54,5.2474144839456525,3.0530872296983174,4.69704203770816,0.2973255799535289,Iris-setosa
+55,6.716506918852513,2.7044747827131395,5.622925634947593,2.0200789262399472,Iris-virginica
+56,6.206880162894533,2.999964150357788,4.974079007427005,1.991902419221439,Iris-virginica
+57,5.713289567447546,2.8903443947183005,4.879510463072016,1.841705535853222,Iris-virginica
+58,4.979839664811264,3.2752344459350513,1.3591066499829942,0.14562989546113836,Iris-setosa
+59,6.075015841987073,3.104412385124206,4.480063055817751,1.6204072090169792,Iris-versicolor
+60,5.564338781008286,4.175079667083862,1.009933183645817,0.2729125511846232,Iris-setosa
+61,4.3528671118124995,3.5279726823344473,1.2042778128441245,0.09741402134537985,Iris-setosa
+62,6.201202331285854,2.5851158623015733,4.28387052796528,1.5648838687746711,Iris-versicolor
+63,6.960149648587946,2.9726367553275725,4.609535609986498,1.5043031370311784,Iris-versicolor
+64,5.7469436669102185,3.2501168644300957,4.633536020707551,1.4373613495271207,Iris-versicolor
+65,4.3768853687611795,3.472253335348252,1.393900110421219,0.2909025624771423,Iris-setosa
+66,5.873232626701909,3.2082801438550432,5.167522664265678,2.1864521672882775,Iris-virginica
+67,4.805237862369489,2.9390789938461324,4.35551691337081,1.772864813261213,Iris-versicolor
+68,6.790668934951346,3.051546993131652,5.5206796324812295,1.8589470909442274,Iris-virginica
+69,6.325525913386283,2.993766635472272,4.143318248326825,1.279882042722325,Iris-versicolor
+70,6.689900757073819,3.033382199319386,5.1420062211377795,1.4980223613593966,Iris-versicolor
+71,6.380107379098509,3.4448386989170783,5.375926124805081,2.150808087069015,Iris-virginica
+72,5.6642680227763815,2.961117672459962,4.777785392844557,2.0296693817501463,Iris-virginica
+73,5.926154748410184,3.0178735194948545,4.273467807099622,1.3492065260516761,Iris-versicolor
+74,6.073002972357697,2.8472153992786837,4.182640957363035,1.3112561594931393,Iris-versicolor
+75,5.909252442564787,3.0189607149012296,4.344826524729769,1.5628918567634202,Iris-versicolor
+76,6.37269798581715,2.4471050749023346,3.6196243934126437,1.1593873466916325,Iris-versicolor
+77,5.940214070692909,3.167330092215334,4.70134800533946,1.6833328738758788,Iris-versicolor
+78,6.83472438852719,2.734206777211437,5.202344287381185,1.9473413888799271,Iris-virginica
+79,6.666132708077956,2.7463232654620175,5.422993654626633,1.660876247578619,Iris-virginica
+80,6.2555949149329715,2.999211648681804,4.085104635034523,1.4635031240758805,Iris-versicolor
+81,5.8099221793205205,3.2258796462838495,4.388025928126332,1.4661287119650843,Iris-versicolor
+82,6.668819259340507,2.7382433678956173,5.4349523869237775,1.574353631644981,Iris-virginica
+83,7.3721546105198135,2.7481734606851855,5.346723778522192,1.7128508743963737,Iris-virginica
+84,6.007887705223594,2.6707509870381245,4.702684160654703,1.6415772426421649,Iris-virginica
+85,5.186843330836704,3.8335495467659237,1.7484893799390975,0.3475870250330976,Iris-setosa
+86,5.3759517817605795,2.5030174153957896,3.937395479661741,0.953410188056478,Iris-versicolor
+87,6.602330295718273,2.7256915734571776,5.1974620765447455,1.958550954113741,Iris-virginica
+88,5.237494040879081,3.6344440086254073,1.4956707968491783,1.8927283490212623,Iris-virginica
+89,6.018502053290985,2.8415319914404886,4.657595513732726,1.812686255552015,Iris-virginica
+90,5.296419402885519,3.4190816840870015,1.724235409032636,0.3984214813096482,Iris-setosa
+91,4.43967261878226,3.044569204904835,1.4888450335107537,0.24116577161800948,Iris-setosa
+92,5.119310357695572,2.3752591041308024,2.786675289611729,1.1956701437923223,Iris-versicolor
+93,5.59606869305261,2.906977041724873,4.324247128456014,1.454875291966445,Iris-versicolor
+94,6.525025442445273,3.0381663563098193,4.434600696441529,1.3732830592555334,Iris-versicolor
+95,5.360544347311935,2.97933429835434,4.848288868350382,0.25514338164594513,Iris-setosa
+96,5.0559755539475875,3.5250704087888103,1.2035454483894201,0.16526191653170225,Iris-setosa
+97,7.129549391309364,3.093154715067967,5.474345145170499,1.6471319985906283,Iris-virginica
+98,7.736538658401397,3.861870802138651,7.0609121299745565,2.6367383945172245,Iris-virginica
+99,5.0071149728592514,3.4839226422623133,1.2825619059499056,0.2731665347360092,Iris-setosa
+100,5.852981570123276,3.0334755703856877,5.6659379547511595,1.5967230013719733,Iris-virginica
+101,6.556467533217716,2.743457521136764,4.299818422891929,1.6686228741129723,Iris-versicolor
+102,5.516816187836931,2.533413751562093,4.279608622993265,1.2142239969667532,Iris-versicolor
+103,5.428971190710073,2.605362695732555,4.203451230847397,1.0320161788150348,Iris-versicolor
+104,5.52094272958342,3.100043979547257,4.640311737138764,1.4833858542767495,Iris-versicolor
+105,6.657999390841717,3.038253727513697,5.299366180761593,1.5744791165018415,Iris-versicolor
+106,5.964638149715666,2.9436636128090647,4.8941640066187535,1.5343777274112447,Iris-virginica
+107,5.961029356769432,2.189287824437819,3.785045996264791,1.0329099147497767,Iris-versicolor
+108,6.006235666553882,2.61774507414196,4.936173412924424,1.7070390752019178,Iris-virginica
+109,5.326215543700057,3.7666828066257385,1.6991631443733575,0.22140819550158175,Iris-setosa
+110,5.65855460035114,4.031604641352172,1.6103992320171676,0.29576162881504126,Iris-setosa
+111,6.056159163391571,2.6206673040688018,4.311283797422458,1.0747209039481462,Iris-versicolor
+112,6.449976398447099,3.4278090386476405,5.443059563769103,2.052262130117747,Iris-virginica
+113,5.4824281112975495,2.9442850858461695,4.016871400147897,1.138995614722131,Iris-versicolor
+114,7.092516194473536,3.1683738947222833,5.48073679009876,1.7989793264712135,Iris-virginica
+115,4.9724949080568575,3.214996092937384,1.6193419211309101,0.24523480455120544,Iris-setosa
+116,4.905715549029966,3.494355004880529,1.6368354745512907,0.2465417541843614,Iris-setosa
+117,5.164706639617982,2.412283617740674,3.8815613989060207,1.1376073818393952,Iris-versicolor
+118,6.0289937644765725,2.8900297807790998,4.921044464955057,1.5761482388930583,Iris-versicolor
+119,6.762414254738724,2.88668714615741,5.869372560037216,1.6117444847177738,Iris-virginica

iris/tvae/1/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.930869305753944,2.531296574890016,4.720477774992448,1.6817880490077093,Iris-virginica
+1,6.714338851029065,3.2454487704423682,4.487974575746708,1.286316233776356,Iris-versicolor
+2,5.983783854622299,2.1998901283729255,3.7096886812848613,0.7903504716772496,Iris-versicolor
+3,5.791571676560698,2.988018487322204,4.837500538190937,1.4827433054077415,Iris-versicolor
+4,5.517397946823587,2.1183526468702225,3.3269051358970323,0.8762499490241545,Iris-versicolor
+5,6.522773825122852,2.4958412061911686,5.229905313806129,1.7574066589908135,Iris-virginica
+6,5.535269247643179,3.8542896072503883,1.391061651800944,0.3382925003923285,Iris-setosa
+7,4.999421091533392,3.128641683239109,5.156723257635999,2.0710609886533526,Iris-virginica
+8,5.474906334571018,3.097687316063894,4.307116188724374,1.1722700967343584,Iris-versicolor
+9,4.5245821874603545,3.378607444755559,1.3310418946306002,0.2864448163503643,Iris-setosa
+10,4.840818196073144,3.3399462288454576,1.6058890761714346,0.2073211215540268,Iris-setosa
+11,4.512379239693136,3.3503266762383874,1.4435938486117184,0.1562636248278407,Iris-setosa
+12,5.941047472313388,2.7408547250667956,4.680581312539259,1.6750624525970552,Iris-versicolor
+13,6.057155413499406,3.3361667300940665,5.695547926252742,2.4845882056281368,Iris-virginica
+14,6.076416887174405,2.9394047858900545,5.077777674628555,1.605273239320594,Iris-virginica
+15,5.104062671681793,2.9990659469962884,1.3275907979863084,0.12526005738070603,Iris-setosa
+16,5.733653582686808,2.9125535968703162,4.684292666017801,1.3837643038680534,Iris-versicolor
+17,6.360844491809657,3.030116860516552,5.113499543827284,1.4860243315962172,Iris-versicolor
+18,5.324922268682698,3.3001929332606474,1.606270554010391,0.2326433290562024,Iris-setosa
+19,5.227545178342712,3.9963512192004873,1.610097317738617,0.2872248200094931,Iris-setosa
+20,5.809316245698474,3.0169870144717494,4.807317391492746,1.6571798808010063,Iris-versicolor
+21,5.862064928721825,3.7781929351094847,1.2933941364094212,0.3595900857970461,Iris-setosa
+22,5.353256417656765,3.522834600495022,1.6583641554575967,0.2665059213830381,Iris-setosa
+23,5.652250140034004,3.110072586941096,1.5770316596801022,0.3658184747345754,Iris-setosa
+24,5.842847586672297,2.933171520284728,4.083767111721869,1.1326221843852173,Iris-versicolor
+25,6.094874535233875,3.033484197979889,5.095414644223533,2.0258830737227203,Iris-virginica
+26,4.815903597537648,3.321671255946104,1.4211611500310763,0.11463834731639386,Iris-setosa
+27,6.718934067319822,2.957037613169757,5.058872188185618,1.4296906051480425,Iris-versicolor
+28,5.356021409654071,2.6461959134823383,3.8889415725586076,1.0121340317095604,Iris-versicolor
+29,6.531047115355363,3.239584938102174,4.9361335308598715,2.5791126002129703,Iris-virginica
+30,5.116101352652696,3.4457003711631358,1.4081843897482333,0.24076821293300013,Iris-setosa
+31,5.244326865231484,3.146678271424666,5.063899006774043,1.9427029521959471,Iris-virginica
+32,5.553713977036467,2.9397849261006406,4.900124601054302,1.642577171115066,Iris-versicolor
+33,5.513065930118234,3.0679203799118198,4.098640745406349,1.33589964888017,Iris-versicolor
+34,6.1600691968703245,2.3860139212676232,3.914150304846918,1.2181812729623032,Iris-versicolor
+35,6.652348364574086,3.0498149014502114,4.3409800752118315,1.3486227359245593,Iris-versicolor
+36,6.320825605811634,3.1508522543934534,5.4194101528029766,2.206949242991594,Iris-virginica
+37,6.183656857575922,2.6833266421143804,5.110870718504219,1.7424467095447636,Iris-virginica
+38,5.679019556723075,2.767156986217833,4.902486442861359,1.749655986344363,Iris-virginica
+39,5.308165276504641,2.2284085189394007,3.489213152331212,1.2945689354919536,Iris-versicolor
+40,5.682339051188813,2.936460309437591,4.388609508132394,1.5831848082756603,Iris-versicolor
+41,4.949946200683531,2.927729988106913,4.541724206778669,1.7396846331054487,Iris-virginica
+42,6.622434269470491,2.8818176372414905,4.443915057340375,1.1533865890694706,Iris-versicolor
+43,6.308918578388476,2.6091110197040264,4.991566389350209,1.8642786939761216,Iris-virginica
+44,6.37290596642467,3.0216453310024365,5.217706228898152,2.019900655223188,Iris-virginica
+45,4.562563612278238,3.669130688752399,1.5151217045206498,0.06675633696339447,Iris-setosa
+46,7.796725078684936,3.27012137626634,6.8628921387834145,2.1086799205317286,Iris-virginica
+47,6.480528283214047,2.9752762791038654,4.294365178381052,1.3094496566710387,Iris-versicolor
+48,5.145597354091743,3.1180770838980734,1.5594465628992367,0.2300422767257683,Iris-setosa
+49,5.4111944411736275,3.1071603309174125,4.360612339852426,1.4074141136138012,Iris-versicolor
+50,6.695936519914889,2.4944109595403288,5.59094418178455,1.8498009380514815,Iris-virginica
+51,6.510342393332122,2.789389620961316,5.668694769427935,1.901988716072779,Iris-virginica
+52,5.967743527111649,2.4961285454136535,3.897032033937504,1.1475844853811494,Iris-versicolor
+53,4.649279137524179,3.4964640933639486,1.4446857858638704,0.22786261552597742,Iris-setosa
+54,4.946103022767167,3.18070187707265,1.253056290995699,1.3185556898945925,Iris-setosa
+55,4.727181004603427,3.0589139121294107,1.5314564599767393,0.25246218960423406,Iris-setosa
+56,5.926648582505503,2.8698022244588883,4.8673733553145,1.7973755970605751,Iris-virginica
+57,6.051515191037549,2.0939141279749776,5.18791282916918,1.74229566182909,Iris-virginica
+58,4.777688096647777,3.9283603509381084,1.1622943785253605,0.2721593030238239,Iris-setosa
+59,5.62637580004056,4.258878196597113,1.1336580267198557,0.39323957578453683,Iris-setosa
+60,5.925255493337786,2.742652499874912,4.701153904830083,1.6076920780140118,Iris-versicolor
+61,6.920769832750875,3.0547577788463935,5.655500580617038,2.1135268081186496,Iris-virginica
+62,4.4732159377092975,3.8807124221101352,1.1306819743166174,0.12316376275556157,Iris-setosa
+63,6.411013053820705,2.5297248791109093,4.083585304846805,1.4025203439900313,Iris-versicolor
+64,5.1010934054956065,2.9483155714947067,1.450695962740917,0.036815989228310975,Iris-setosa
+65,4.92092846446555,3.390144974111998,1.2238551306132857,0.15851748995539205,Iris-setosa
+66,4.990355892787775,3.4401101729533954,1.5497048306050143,0.20791304438520325,Iris-setosa
+67,5.474892842752936,3.1643685250887787,4.632817955356144,1.631123350258828,Iris-versicolor
+68,5.971658291774904,2.7129275419259375,3.9981964475473073,1.2168992454872378,Iris-versicolor
+69,5.750585452491228,2.765715499181064,4.967857831409307,1.7033469436436541,Iris-virginica
+70,5.4044912727254575,2.63899389311429,4.286483705388313,0.9199236020520299,Iris-versicolor
+71,4.9406324409920535,3.198123699233849,1.1634824283544098,0.10399568566564915,Iris-setosa
+72,4.658859821126279,3.2984406244247677,1.5052670946918454,0.1906916778540856,Iris-setosa
+73,5.596973548203901,2.904521815333783,3.961122151969739,1.1710826432912405,Iris-versicolor
+74,5.319845220797444,2.6154532386395455,4.191766458601173,1.3362333233692927,Iris-versicolor
+75,6.506753009937743,2.9311769918625155,4.710604827405331,1.4838784727613388,Iris-versicolor
+76,5.955268144058903,3.1300101680916312,4.486722802083937,1.9832902940194024,Iris-virginica
+77,5.865009324737766,2.761435879215933,3.986156271042563,1.3599430749639425,Iris-versicolor
+78,4.932157476952465,3.2033796944451787,1.4985018541258512,0.1629333036338687,Iris-setosa
+79,5.9105177641120985,2.65974631478476,4.03866711771614,0.9915126910081306,Iris-versicolor
+80,5.662685480909579,2.7122482960957885,4.4064427542436775,1.231513829433366,Iris-versicolor
+81,5.8019447125644845,3.3660550096658173,4.408038348324957,1.3687041603050443,Iris-versicolor
+82,6.994877758197405,3.0958578442221025,5.555926950363055,1.970890427072662,Iris-virginica
+83,6.113427476241219,2.9807329291530227,4.608683146570403,1.3555951965818114,Iris-versicolor
+84,6.9701386832939765,3.20428977788994,5.488638554867982,1.7286752041929376,Iris-virginica
+85,5.197884489583208,3.6288893564786773,1.4959433464174223,0.23203742112808778,Iris-setosa
+86,5.743190532017335,3.184114588383653,5.026579714384557,1.8962077925518706,Iris-versicolor
+87,5.858476089167015,2.86494747729887,4.818465059208699,1.8995836936947716,Iris-virginica
+88,5.153176897481908,3.150362839724178,1.507569110776348,0.27177910333072025,Iris-setosa
+89,5.588020767856238,2.4590891190929662,3.476418378745718,1.3319038653808732,Iris-versicolor
+90,4.961254696325045,3.365146890431528,1.498795558283912,0.09384372629328025,Iris-setosa
+91,5.716779360981892,2.89313399275629,4.371856001138972,1.3842262939431007,Iris-versicolor
+92,5.65748908247299,4.390095020034654,1.3937152881648804,0.28992817700346996,Iris-setosa
+93,5.741282143670042,2.992923543760456,4.379564217624504,1.3521519148678205,Iris-versicolor
+94,5.249384707575238,3.0765313627161532,1.1432906905802125,0.08159415996215322,Iris-setosa
+95,5.418603905139867,3.3454535151145515,1.3998616492046472,0.2935815611967114,Iris-setosa
+96,4.867529097470093,3.465418689498065,1.6090905027408096,0.2668858811908626,Iris-setosa
+97,5.980822983943299,2.6526576428283732,5.0462930267535,1.8993018224368219,Iris-virginica
+98,4.7297453746013876,3.7269792970412894,1.0794757537595654,0.25088705062029354,Iris-setosa
+99,4.753616054993048,2.8532322094992986,4.370028004082806,1.8341172608190164,Iris-virginica
+100,6.168569240764109,2.95723682342981,5.3600802477257465,1.989899673546476,Iris-virginica
+101,6.099219816659017,3.117679818077839,4.960201148191715,1.9927543868615132,Iris-virginica
+102,4.443370364070981,2.8889390605642586,1.311573699229311,0.14378634663291967,Iris-setosa
+103,6.3595571590166236,2.8021802502915314,5.52037753278135,1.68339564472154,Iris-virginica
+104,5.5849224717152905,2.925857229135044,4.36590014059564,1.5478371450163517,Iris-versicolor
+105,6.215272781573809,2.9045762650787834,5.112753068686669,1.9362062820873511,Iris-virginica
+106,5.347391403088446,2.1932703184668174,3.3716727244170466,0.9786888523038545,Iris-versicolor
+107,6.190860807992265,2.5141562482344577,5.231117841280945,1.677213905775185,Iris-virginica
+108,5.826072041763556,2.2654607886067417,3.1820127077980835,0.8405142064642787,Iris-versicolor
+109,4.966838537766462,3.3338446352483997,1.5454152478318743,0.11837806964007097,Iris-setosa
+110,4.4063653276535755,3.0123007309965306,1.4868198330958629,0.1367722899944281,Iris-setosa
+111,6.506800252694739,2.6383552411503857,5.645945624707815,1.7115556799162093,Iris-virginica
+112,6.155890300182218,2.805375314475781,5.094644959488994,2.106467031087051,Iris-virginica
+113,4.826076595804613,3.8703672561307934,1.523169178630091,0.12957773023919894,Iris-setosa
+114,7.34488125337567,2.7535533062662116,5.787976398190816,2.07715832971856,Iris-virginica
+115,4.866399297477754,3.374150769822805,1.3501513447481766,0.24495617874508227,Iris-setosa
+116,5.385477340418222,3.0435372978841855,1.2537399526727735,0.1869893692555396,Iris-setosa
+117,7.124509622627242,2.865520301921721,4.571467911405301,1.5516586896307178,Iris-versicolor
+118,4.842109816250169,3.6760742187068765,1.31848102989686,0.2078938489741757,Iris-setosa
+119,6.480580709011025,3.074967575201315,5.264723137305434,1.7118470967005552,Iris-virginica

iris/tvae/1/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/1/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tvae/1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.415803983453566,2.841070897465293,4.454211088009908,1.621991608267698,Iris-versicolor
+1,5.08578529629631,3.1576738956505905,1.1679499992714009,1.0662951889231562,Iris-setosa
+2,6.226443862955988,2.9815373246888357,4.56767259915852,1.369175878400195,Iris-versicolor
+3,6.291548450536934,2.878664186622255,5.0858173697056195,1.7708914503452968,Iris-virginica
+4,5.240763731531347,2.513696066162793,3.798664172029932,1.2537645041312924,Iris-versicolor
+5,5.905220179474767,2.967810622963655,5.028679274557175,1.685982542181947,Iris-virginica
+6,6.226734229801099,2.869082705842892,4.683875720111602,1.7066871975221478,Iris-virginica
+7,5.647122733272807,2.800109964755608,4.338953064645245,1.477680955141865,Iris-versicolor
+8,6.10095416404264,3.364145953143799,5.166613985512378,1.9763218617570444,Iris-virginica
+9,6.70975422125496,2.926857562693692,5.590194709697469,2.005824094089096,Iris-virginica
+10,6.7022455378240196,2.938091887152378,5.465558066654848,1.8646357174250199,Iris-virginica
+11,5.840653450028255,2.3865753306165196,3.9180917648262445,0.8219723821536612,Iris-versicolor
+12,6.125870114598878,2.5151149962290287,5.071664810784572,1.8667013973118518,Iris-virginica
+13,5.8516481464478565,2.869359107437974,5.039162087487005,1.7678011440299874,Iris-virginica
+14,4.516969702264614,2.991411020091949,1.2305552174089347,0.2224572123642956,Iris-setosa
+15,4.9091305803442085,3.528216560208561,1.381840936907884,0.20800569072806274,Iris-setosa
+16,5.037890673387742,2.136750311453821,3.9510317537126456,1.1169049804102107,Iris-versicolor
+17,4.644934119867804,3.2412821508852607,1.4675828326899114,0.19389541087758658,Iris-setosa
+18,6.022650489625883,2.5314018887725487,3.985497508246284,1.2262625789140522,Iris-versicolor
+19,7.514017839422471,3.0450851522079065,6.599974949444854,2.316689663950602,Iris-virginica
+20,5.041536084498501,3.3270179940501126,1.208022153719868,0.25042765361441904,Iris-setosa
+21,5.151204228640963,2.763153021251613,4.441523132667662,1.2698871409114714,Iris-versicolor
+22,5.709432095433881,2.078572729772879,3.6436340225357244,1.0478211303628044,Iris-versicolor
+23,4.265815384777642,2.58624406418175,1.2776110023515537,0.1289593804950379,Iris-setosa
+24,5.950047396411227,3.081717537069762,3.971216582017921,1.0641246992446827,Iris-versicolor
+25,6.843089868165087,3.3154390267893556,4.406847314369031,1.4822885722257504,Iris-versicolor
+26,5.133298325675322,3.951422785691015,1.8279955306903064,0.5161701662080592,Iris-setosa
+27,6.3311206038170535,2.8409303075032435,4.087245987142673,1.3321785464212534,Iris-versicolor
+28,6.513633251286396,3.1027688625306276,5.458925496739527,1.7717664280694356,Iris-virginica
+29,6.512286736304829,2.9026860093634883,4.893318418083293,1.6481562612770773,Iris-virginica
+30,4.968992968595364,3.268781568689644,1.306104492797796,0.38466243275215917,Iris-setosa
+31,5.364865141114761,3.60968773200994,1.2947069158903433,0.3360681605831096,Iris-setosa
+32,6.125197423177343,2.977766091703689,4.439605485775065,1.5165935018002101,Iris-versicolor
+33,5.175302542609781,2.7180366263980926,1.3709877419043641,0.25441063049528695,Iris-setosa
+34,4.824549129812308,3.2571483113254422,1.4298760897570908,0.22008532806525047,Iris-setosa
+35,6.684062088694174,2.994311166678645,4.827905826606274,1.5850527842956708,Iris-versicolor
+36,5.3396676921548885,3.943606659449592,1.4577517221238248,0.2630525350193231,Iris-setosa
+37,6.078315540828598,3.021553418373993,5.495503655380318,2.180127274638014,Iris-virginica
+38,5.3290570162327695,4.011841770647708,1.7724789096298736,0.2699130039565359,Iris-setosa
+39,7.014749946024104,3.0055459949824193,5.653271590793697,1.9260602183619369,Iris-virginica
+40,6.565300726900259,2.700305472081762,5.649139795592478,1.809820591193449,Iris-virginica
+41,5.2454644232242815,3.91963750595847,1.4378807195229686,0.27816050257338104,Iris-setosa
+42,6.0541408827671965,2.595749300848357,3.798287558453925,1.2862382094102398,Iris-versicolor
+43,4.974228529715642,3.2494917585921113,1.6621753403877015,0.25364499350691827,Iris-setosa
+44,5.990148200304347,2.946951631808862,4.255246835134332,1.4242197708997653,Iris-versicolor
+45,4.875492400027741,2.550274789721003,2.825485141362614,0.7072904775486214,Iris-versicolor
+46,6.405282275183411,2.7425098634231,5.180218444534043,1.6297010211746978,Iris-virginica
+47,6.50478371291856,2.966321808701787,3.9670817560787777,1.22620511387609,Iris-versicolor
+48,5.072660987004006,4.245191846696225,1.3327560823557691,0.22624629638460286,Iris-setosa
+49,6.199992459750562,3.0753224667873926,4.668232554062941,1.331325937026548,Iris-versicolor
+50,5.191825015868666,2.566673898026974,3.668851643343088,1.2234811297656725,Iris-versicolor
+51,5.2395072551907145,2.3688510867309396,3.994931747550472,1.0790381301152423,Iris-versicolor
+52,4.877985953080419,2.933575627154687,5.0094288377427105,0.2991025666618544,Iris-virginica
+53,6.048239136279624,3.0371282424741164,4.0455377688026335,1.2395627343493814,Iris-versicolor
+54,5.524088972785847,2.953978706608063,4.444739795165182,1.6614340419871008,Iris-versicolor
+55,6.478180538801472,2.683569171678018,5.390333985207459,1.6811658462995773,Iris-virginica
+56,4.56063080815515,3.2584533124627635,1.1948287527398251,0.017249156837231966,Iris-setosa
+57,6.239459753145209,2.800431435015059,4.739064106213368,1.5205077500104653,Iris-versicolor
+58,6.191725222043339,2.9243543874198052,5.034924678661419,1.8823659326131919,Iris-virginica
+59,5.6242516488261485,3.086212386597904,4.4067953143163185,1.501512114981449,Iris-versicolor
+60,4.754555873671375,4.011272315386717,1.4422233998538643,0.2756060656537707,Iris-setosa
+61,6.065718690292814,3.002776753806737,5.005490565486257,1.8450622465778475,Iris-virginica
+62,6.013529604904813,2.8070157691184097,4.735337962713904,1.696831440389229,Iris-virginica
+63,5.561275435871447,3.195638834715112,4.503301655730982,1.5351340661398427,Iris-versicolor
+64,4.843612280241354,3.660981233508302,1.6008894838116727,0.3056861667005895,Iris-setosa
+65,4.684871402113044,3.3949267505265963,1.5790247854184265,0.19897843479066796,Iris-setosa
+66,6.9381922528915405,2.7469305669596884,5.608636591469131,1.9273585518305092,Iris-virginica
+67,5.746164941629943,2.766061111080602,4.9057824912090915,1.7648953307561819,Iris-virginica
+68,6.070870338927947,2.932550058553662,5.154334299225557,1.880030548823591,Iris-virginica
+69,5.236942988566793,3.4553473145628177,1.4918337205495082,0.3112178105553514,Iris-setosa
+70,5.116293062257759,3.1616303614774486,1.4016392245826912,1.3942141429216923,Iris-setosa
+71,4.980115238086551,3.2950767430177805,1.2148610304460012,0.16095172844705985,Iris-setosa
+72,5.013954176402274,3.623328369260902,1.3780225402092938,0.21603341621056404,Iris-setosa
+73,5.759786724342463,2.8492448003625923,4.294141059035016,1.4080918883921796,Iris-versicolor
+74,5.351953176672298,2.8827753457401593,4.275291784335208,1.4588039625657203,Iris-versicolor
+75,5.929960817119783,2.717295986644476,3.5731591578048407,0.9412567972837013,Iris-versicolor
+76,4.553766247578871,3.3763473529086787,1.4761393499702133,0.14870146756251645,Iris-setosa
+77,7.096913835716392,3.565616863299308,5.825655826735373,2.241372669208725,Iris-virginica
+78,7.038024425191297,3.59034534280868,5.753716091838919,2.403231035763083,Iris-virginica
+79,5.044053573021028,3.5077190819012114,1.350244851904215,0.18347043439492094,Iris-setosa
+80,4.4835605962269645,2.7797533581170653,1.3290212626368736,0.19382628811262748,Iris-setosa
+81,6.193796694962626,3.285001506651405,5.767631857801613,2.0880485497086325,Iris-virginica
+82,6.053091077417546,2.7672960181190427,4.815166147877563,1.5566880827771359,Iris-virginica
+83,5.592520175591373,3.7268533106232846,1.3438084617048331,0.2932510016685881,Iris-setosa
+84,5.471939734518169,2.8859259861987034,4.167011214972506,1.1220487504817234,Iris-versicolor
+85,4.4473339683771655,2.651295547928578,1.3298904532861757,0.06883342927140601,Iris-setosa
+86,6.376451862565946,2.9961667907000544,5.0059980061748135,1.4994860239808934,Iris-versicolor
+87,6.404697397464427,2.9067917738433717,5.157030849995898,1.6714104187680838,Iris-virginica
+88,4.287853247363182,2.77321531975966,1.3490482536894057,0.05190915132029103,Iris-setosa
+89,4.926861572152194,3.295829274733228,1.685864990600182,0.3139717583682252,Iris-setosa
+90,6.262811176087001,2.8650153435009367,5.3937267650901575,2.4086630657302632,Iris-virginica
+91,5.132044025032974,4.003516498254668,1.0435128136529,0.2322428662075343,Iris-setosa
+92,6.421543224251715,2.752605872736733,4.99661278377493,1.5411670111118632,Iris-versicolor
+93,6.175980977563626,2.626834830247881,4.217624944483218,1.346307146721804,Iris-versicolor
+94,5.682146746527118,2.7614355851317045,5.252340565595408,2.0629131581397466,Iris-virginica
+95,5.139959669561094,3.143605530397373,4.694299083725311,0.30602978214647736,Iris-virginica
+96,5.183761367192199,2.834817065959367,1.3488255006396181,1.1152368569759796,Iris-versicolor
+97,6.095218033839164,2.550726434660975,4.079169599233177,1.04318485365882,Iris-versicolor
+98,6.178856962344036,2.900962157739957,4.894446753496575,1.6152949224030815,Iris-virginica
+99,4.6585053845787705,3.471504424593033,1.3106842573327937,0.12115691023820205,Iris-setosa
+100,4.662823836210908,2.954710021318817,1.3530373139048497,0.165472301829515,Iris-setosa
+101,5.016709309320665,3.5673447747344067,1.3866426598738733,0.16845527911665464,Iris-setosa
+102,4.981429586501325,3.4462442052965567,1.419286865224752,0.2579166177453504,Iris-setosa
+103,4.88504149135503,2.8024110113654115,4.69037632245094,0.18847737885821209,Iris-setosa
+104,5.920120630532843,2.86422301732213,4.550594353178464,1.5409487140504612,Iris-versicolor
+105,4.958671254390274,2.8319925929808867,1.4226538380060572,0.18579113105610065,Iris-setosa
+106,7.048732903095063,3.4056508890525867,5.733625521370086,2.0529877931283487,Iris-virginica
+107,6.5870629291846186,2.9791897294827216,5.652227762954391,1.7108090050463252,Iris-virginica
+108,5.120180872351331,3.3927658326967816,5.06139177067456,2.0485494634664354,Iris-virginica
+109,5.043268668805091,3.2977513982666227,1.555366548549606,0.2872512955130171,Iris-setosa
+110,4.756967582190374,3.5488358585890514,1.4667825316626357,0.14018104717835603,Iris-setosa
+111,4.764790326338155,3.0254737158760934,4.453890825315453,1.6148352391369643,Iris-versicolor
+112,5.8358869927482315,3.057153182662579,4.588061992946741,1.2929708678112033,Iris-versicolor
+113,6.697621014555015,2.8292747178013866,5.566027355200348,2.0526720746396965,Iris-virginica
+114,5.026854393462119,3.310580873654947,1.6010260741301545,0.182514219056442,Iris-setosa
+115,4.879060464376265,3.520232814834711,1.3731622943717494,0.22411063420999294,Iris-setosa
+116,4.597461889044753,2.794813721521365,1.320356940118055,0.10397102035142461,Iris-setosa
+117,4.329131267349759,3.2762523575822597,1.4026934009704644,0.014223512901356622,Iris-setosa
+118,6.512575619237081,2.5205943874332544,4.644016302392935,1.5803012797429083,Iris-virginica
+119,5.428243775253163,2.982374833193298,4.941191520843964,1.510533759657863,Iris-versicolor

iris/tvae/1/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa