a

iris/tvae/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.297986811129581,3.300745602072028,1.3868963750501844,0.2697697740702681,Iris-setosa
+1,5.281292133648637,2.4382529599033353,3.8676108982755437,1.2988009588609768,Iris-versicolor
+2,6.5396555289441585,3.117461479134815,4.941030720656782,1.8903141132390926,Iris-virginica
+3,6.807087062428206,2.761601632595008,4.967611462193978,1.6896981085150669,Iris-virginica
+4,8.818820144966214,3.1462846286889876,7.172923903623651,1.9110628455668885,Iris-virginica
+5,6.136145183928838,3.185137727203332,4.628086209119646,1.9135699125639083,Iris-virginica
+6,6.889852012125886,3.042103732333436,5.5801097837056,2.1075055086322245,Iris-virginica
+7,5.3705037269806,4.1348748235614465,1.5496010036664694,0.2197978329456044,Iris-setosa
+8,6.3947081969742605,3.139956277918828,5.003072256044692,1.8981600252178408,Iris-virginica
+9,6.343459981831096,2.9004255834428774,4.71667797212728,1.569135903931914,Iris-virginica
+10,5.9805026184277015,2.5757036010221963,5.734087574552882,2.3084487704284724,Iris-virginica
+11,7.79930261624898,2.9703242883795777,6.032422998068631,1.98206006614187,Iris-virginica
+12,6.974767310293995,3.0503992472597843,5.536211923303079,2.4244287748416014,Iris-virginica
+13,4.800571182393247,3.139683784956283,1.4233860539992325,0.1586309484649605,Iris-setosa
+14,4.9934249094675645,3.056838590488732,1.485585649035072,0.15763569232624997,Iris-setosa
+15,5.573505741559782,2.886383535527149,4.109081694939675,1.3982955093126623,Iris-versicolor
+16,7.173868151882693,2.9641713829873297,4.232021333976408,1.4919777338325768,Iris-versicolor
+17,5.4344148572805775,2.937645682823347,4.084499045215313,1.1432940819115622,Iris-versicolor
+18,4.699389113305267,2.9730483495095923,1.0648586827892907,0.15391922162261437,Iris-setosa
+19,4.840215374850245,3.0646935880119974,1.523784009756063,0.22349453441981815,Iris-setosa
+20,5.956920655407463,2.9456608949587904,4.276799377580788,1.2274397483926298,Iris-versicolor
+21,5.226081784025427,3.3704049838878913,1.504019911625602,0.40629395938421925,Iris-setosa
+22,5.324434804494765,3.5443813930727246,1.6244792989843382,0.38323192819470125,Iris-setosa
+23,5.342863177315996,3.774493754969442,1.4932487445921863,0.16022852174469304,Iris-setosa
+24,6.990927282209558,2.940705927501501,4.6430567110824486,1.7750898397790622,Iris-virginica
+25,5.0407838657895425,2.8987524872510586,4.229824232577881,1.0291474672643544,Iris-versicolor
+26,5.87654598740528,2.450269418823262,4.1178406908857115,1.0215538603261651,Iris-versicolor
+27,5.664724742423724,2.9525839550965753,4.332163863217442,1.1449239267144762,Iris-versicolor
+28,5.406768630359368,3.4161268028966516,1.413099605809164,0.3902198514116244,Iris-setosa
+29,5.209843792235245,2.7012840481860767,1.1519609301674798,0.1515877106572265,Iris-setosa
+30,4.821329647753645,3.236085323196565,1.3974065102534383,0.2529519130041014,Iris-setosa
+31,5.596182066098622,2.8086430849874677,3.0640939763702795,1.2293861121435823,Iris-versicolor
+32,5.460621855254405,2.7321621743480797,5.8285278330012495,1.9877336455042205,Iris-virginica
+33,4.844751419994851,3.7089954370457203,1.626570816968219,0.1297554323750716,Iris-setosa
+34,6.684762763771481,3.0146241937836726,4.375979478031751,1.3953272726557815,Iris-versicolor
+35,5.113916875149812,3.1578848751406237,4.679779427766403,1.3934151054395134,Iris-versicolor
+36,6.694607059490611,3.0650099332826524,5.28971935916991,2.0428255778195323,Iris-virginica
+37,6.750283919985525,2.673840632620114,3.928900740367663,1.4495464717044202,Iris-versicolor
+38,6.490536976025033,2.924994379716411,4.261451563919994,1.8250920234184553,Iris-versicolor
+39,5.355458015541313,3.995836924473254,1.919701788834909,0.3280933368486258,Iris-setosa
+40,4.294861779271406,3.4601435876008626,1.0523689514050527,0.09559335819096945,Iris-setosa
+41,4.57729243226117,3.4782852128505515,1.6541108155815218,0.13623998572334078,Iris-setosa
+42,7.642800695540515,4.031424627131406,6.531074914696736,2.1810424048107464,Iris-virginica
+43,5.306549785515468,3.5608825535061097,1.7410899796990456,0.2883689444365318,Iris-setosa
+44,7.0037427951303695,3.2525207096354816,6.346889961575168,2.039639673210569,Iris-virginica
+45,5.296793459486656,2.806698481202952,4.194627225083214,1.2420223100380503,Iris-versicolor
+46,6.070254317722927,2.992936950152985,4.613745823628838,1.7885544210741242,Iris-versicolor
+47,5.799551789261236,2.3777202138295412,4.190877432748426,1.1829560853438417,Iris-versicolor
+48,5.373381571369029,3.1048681224486105,4.6370107088653825,1.4046686594729727,Iris-versicolor
+49,5.060416649634251,3.617818852956503,1.76149357917958,0.21365890257231537,Iris-setosa
+50,4.598661901129851,3.289516636594458,1.4127214813181987,0.07981919978228852,Iris-setosa
+51,6.659881534238462,3.160987446993328,4.559069167085199,1.683515122816097,Iris-versicolor
+52,5.180946323806085,2.9053469094706674,4.595734754820998,1.2738486279314034,Iris-versicolor
+53,5.447619649529122,2.808785025698272,5.042753785134637,2.041955396872175,Iris-virginica
+54,5.232669469276597,3.9720134379310785,1.5631758786732386,0.4214393213952917,Iris-setosa
+55,7.483502904660487,3.4135042130993227,6.787286087340982,2.2978082996901623,Iris-virginica
+56,4.926059508795299,3.474615777255561,1.60430740703795,0.31358981394871366,Iris-setosa
+57,6.727178411797631,2.986776293137192,4.692868127194891,1.454919115154035,Iris-versicolor
+58,6.2370029189878275,2.6680640301958944,4.8837432729805546,1.8531092506572575,Iris-versicolor
+59,7.01818801388484,3.617550919060423,6.130168067621987,2.501141908948173,Iris-virginica
+60,4.867178178883255,3.1453720653556685,1.2579119749152898,0.2331963081378499,Iris-setosa
+61,6.959139785928603,2.889161181386985,5.843768708042153,2.305742722324263,Iris-virginica
+62,4.6035721468606905,2.7995828862839764,1.2142060772665686,-0.0006743702900124382,Iris-setosa
+63,5.1141084255865765,2.661825806544502,3.964744571299149,1.3505244171100301,Iris-versicolor
+64,5.5233828176312585,3.93420966221901,1.688382628892566,0.22871111448004028,Iris-setosa
+65,4.84818434178478,3.08990278424524,1.2916432043178303,0.19278274338210283,Iris-setosa
+66,4.065660773479372,3.406794184868307,0.9119684550639754,0.2724751004526613,Iris-setosa
+67,5.501394477895728,3.6927857426217687,1.48296010798461,0.11485101435258449,Iris-setosa
+68,6.524472391957613,4.283834541824638,1.5387180541281407,0.24718618293829367,Iris-setosa
+69,6.663624669521858,3.215646459305874,5.20830307175732,2.163337301484309,Iris-virginica
+70,6.187741601849505,3.0381534823013268,4.644682828688439,1.3934912614453219,Iris-versicolor
+71,4.475939489644093,3.148616134439301,1.6114848837207107,0.09501450197464278,Iris-setosa
+72,7.012790757458887,2.9362886352418607,4.170622151243126,1.5657410634275295,Iris-versicolor
+73,7.16434234434103,2.7058255785419014,5.542075046394951,2.0760276960576047,Iris-virginica
+74,4.6225112687861065,3.117889718311541,1.3571781498419844,0.08856920509724958,Iris-setosa
+75,6.005582899339177,2.754491180263089,5.184312537011112,1.7708979663967566,Iris-virginica
+76,5.328559520559064,2.948430964323491,4.21611780858815,1.546015617205331,Iris-versicolor
+77,5.086797790190217,3.3869093314252643,4.985527292412298,1.9324557417505723,Iris-setosa
+78,6.329653454804663,3.232476720083339,5.147149023734203,2.0979756004376435,Iris-virginica
+79,5.325652218873562,3.13729837937354,1.2942010405701323,0.14829755373411346,Iris-setosa
+80,5.0831073688137165,3.570206338427952,1.3858734498818779,0.31697714895377027,Iris-setosa
+81,5.299298191848944,3.0158999013545755,1.2270277109513446,0.04382247977685705,Iris-setosa
+82,4.965442353635262,3.5271257299618934,1.5418846512963906,0.2467285510698671,Iris-setosa
+83,4.380579527128608,3.1436168692567783,1.3194821447241198,0.172574835568677,Iris-setosa
+84,4.917587586903759,3.111371232619033,1.1826174486898786,0.27188313138940656,Iris-setosa
+85,8.470741445319874,3.7555551023491605,6.731557885713604,2.1841401472078465,Iris-virginica
+86,5.234920571142843,3.843729748802321,1.5975421791800302,0.31856514307214145,Iris-setosa
+87,5.281643384124548,3.427260148809836,1.8091718714671312,0.1623489230080845,Iris-setosa
+88,6.353723870075678,3.038039430723492,4.572098974959021,1.4260573800314928,Iris-versicolor
+89,5.072285434794134,3.137878091355518,1.5703959674958015,0.14083881997091047,Iris-setosa
+90,4.9251877703727995,3.3213469000452087,1.5553323485363124,0.09507826064397001,Iris-setosa
+91,6.47498494933981,2.628051401089328,4.725343044371816,1.7402901125810168,Iris-virginica
+92,6.565812761989536,2.1953941328603923,5.274999941799938,1.646063534134273,Iris-virginica
+93,5.903766585522124,2.3288462528111538,3.5877253257090045,1.159785612994979,Iris-versicolor
+94,5.221946976852487,3.32894275673726,1.335190259011453,0.5432843273522798,Iris-setosa
+95,6.3671717537843575,3.179629520984764,4.896077662199487,1.8360949256182102,Iris-versicolor
+96,4.955854943124002,3.151769087704543,1.1957208055663218,0.11424565675978501,Iris-setosa
+97,5.25317903667333,3.172990877298929,1.4354622042736447,0.03373714002499678,Iris-setosa
+98,5.61594297166396,2.788973689877718,5.0357744358142424,2.015433069816432,Iris-virginica
+99,4.762440070114542,3.240685942596433,1.7665288724314312,0.1896696707494676,Iris-setosa
+100,5.298500463064504,2.4130815114945583,3.891516429181171,1.073901884355232,Iris-versicolor
+101,6.040943528211059,3.162537730227053,4.557570518321815,1.3972599244434984,Iris-versicolor
+102,4.8292471196030755,3.494304884360658,1.4876525536765925,0.22074911493078808,Iris-setosa
+103,4.9691377760076385,2.6858035491964802,3.8479857350798485,0.14949773924209436,Iris-versicolor
+104,6.637099658401372,2.703034867068485,4.157319086444727,1.2414593845306252,Iris-versicolor
+105,6.807998713884407,3.201229360613627,4.600773610308391,1.9674206149667668,Iris-versicolor
+106,4.7897409325127285,3.3200177758184735,1.4682247329115552,0.1504588566034281,Iris-setosa
+107,5.487682124678202,2.948433224981251,4.438346075420605,1.209574728251416,Iris-versicolor
+108,5.77808868986123,3.4574668627617533,1.567293033182976,0.06557170413906788,Iris-setosa
+109,5.419812646444783,3.366238121596584,1.69658587162944,2.1577109906446026,Iris-setosa
+110,6.453953846757782,2.7339877481810566,4.128031672591627,1.0468832084601345,Iris-versicolor
+111,5.93443932408623,3.6657556499301585,1.4725275413634522,0.29857403573626795,Iris-setosa
+112,4.977714621478611,3.25790866677711,1.6618414700223636,0.25113745826748224,Iris-setosa
+113,6.069567678583959,2.790057825152301,5.212354530184052,2.0288383240451524,Iris-virginica
+114,6.283162662705171,3.166589493045281,5.288114374869686,2.5260037233529364,Iris-virginica
+115,5.6023706242307485,2.7652530241257156,4.0415249545260545,1.5223076772113693,Iris-versicolor
+116,5.850166635647833,2.6782610664494126,3.430344685475359,1.3315374071032244,Iris-versicolor
+117,5.420762741314145,2.5526584220595985,3.5088059587899436,1.103830898413225,Iris-versicolor
+118,6.358733994139975,2.823565067406197,5.046417232270741,1.9676255534496594,Iris-virginica
+119,6.946284841580589,3.1690909787422585,5.760258244688153,2.3845465156546473,Iris-virginica

iris/tvae/0/0/test.csv

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

iris/tvae/0/0/train.csv

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

iris/tvae/0/0/val.csv

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

iris/tvae/0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.901795542585169,3.3455062931817974,1.1550631851291917,0.1546373747788189,Iris-setosa
+1,4.998735139806523,3.3238534630817314,1.4858884116403268,0.41385688149112426,Iris-setosa
+2,4.818551630580532,3.480470271342947,1.5330680531003846,0.0906997363203497,Iris-setosa
+3,5.122832665129045,3.896897556525051,1.3200509848758808,0.38773228451906705,Iris-setosa
+4,6.332005469070489,2.246427726333816,4.972882620517698,1.644447640281583,Iris-virginica
+5,5.069717736065863,2.9098407976759266,4.013052840631206,1.400776480497424,Iris-versicolor
+6,7.039492088321491,3.2535870390705823,4.862778609552441,1.649792380798573,Iris-versicolor
+7,6.117723692109507,3.289197238198898,4.796599784651282,1.3166409682716083,Iris-virginica
+8,6.398088611768757,2.652069036582236,5.432768697304315,1.678461928344442,Iris-versicolor
+9,6.23737705495519,2.856124025984188,4.697323279641345,1.6858107442952288,Iris-versicolor
+10,8.073671581258239,2.8278013695865605,6.40565632749065,2.183526884303771,Iris-virginica
+11,4.756831817305672,3.482194271780256,1.509559193011148,0.19404701680991981,Iris-setosa
+12,4.815605500487715,2.980326741782008,3.876586952878954,1.5518484883423145,Iris-versicolor
+13,6.690933087605998,3.445712330435402,6.489993028593206,2.2562380463733227,Iris-virginica
+14,5.134334765383118,3.2974285645308643,1.513139417885988,0.30834233338960226,Iris-setosa
+15,5.3513285527821175,2.6163190405721655,3.8444277078023426,1.4142099535792345,Iris-versicolor
+16,7.107170373237416,3.4093691857157045,7.157220943030405,2.738434661902718,Iris-virginica
+17,4.725578263097212,3.191047195737719,1.53766478783298,0.10051631842396178,Iris-setosa
+18,6.393631663847583,3.2872717811214365,5.405161888287614,1.858271357050831,Iris-virginica
+19,6.9389835663485595,2.9463374662680564,5.131661622985553,2.2217005819481246,Iris-virginica
+20,6.353386879777606,2.908521264292647,4.331562357215901,1.4529246769795034,Iris-versicolor
+21,5.078560246575772,3.1244522026618986,1.2233433207900484,0.12019606032928526,Iris-setosa
+22,6.594681937301561,3.0080261222454876,5.143665418010511,1.4036475543892122,Iris-versicolor
+23,6.62114661976153,3.226431337974169,4.616020256017289,1.5008261579268198,Iris-versicolor
+24,6.444093303686124,3.2825282873844577,4.956232401907699,1.8795615863147819,Iris-virginica
+25,7.199976705356258,3.007249909599114,6.670214536410672,2.0854083108212995,Iris-virginica
+26,6.543137475219885,3.131313087475217,4.724581362814139,1.4965220608172594,Iris-versicolor
+27,6.28152666892132,3.201990598126109,4.783984291409882,1.5519592043611696,Iris-versicolor
+28,5.02289065074662,3.360339541457651,1.499062310145336,0.15057659033085563,Iris-setosa
+29,6.142055834779369,3.128109493081102,4.336232289369318,1.41214704669529,Iris-versicolor
+30,4.794353315144576,3.449626459474052,1.4790645694770883,0.1299478182544044,Iris-setosa
+31,6.52198497847943,3.036987946242209,6.060938309825854,2.6603025835417413,Iris-virginica
+32,5.4209246684292625,2.4039786069515574,3.9769742501818,0.9996389989764544,Iris-versicolor
+33,4.838374354656795,3.656267089559167,1.685590195197349,0.26637361161135403,Iris-setosa
+34,5.490443269941676,2.8885357998488024,5.151821995517496,1.9112019029477987,Iris-virginica
+35,4.9076701064164485,3.0786256736148614,1.2498713229046365,1.488281414865281,Iris-versicolor
+36,6.654613237691326,3.0520762737024705,5.224777875185234,1.9019020458363374,Iris-virginica
+37,5.290986888330251,3.619998714732433,1.7062797592926748,0.48895666159930484,Iris-setosa
+38,6.983614134885528,2.8357409005057264,5.106396458171112,1.9890995138825223,Iris-virginica
+39,4.969757852523309,2.428144839251096,4.383028847256879,1.69234927648948,Iris-versicolor
+40,6.795787683494235,3.2060238160272685,5.861118523416394,2.1898659908766813,Iris-virginica
+41,6.19489294230367,2.857507527227295,5.039787713203886,1.8628700091647792,Iris-virginica
+42,5.751812677537566,2.6525464577178854,5.486900699744745,2.287014464811106,Iris-virginica
+43,5.196531465164987,3.1460019636411385,1.5590459862318713,0.22120504759503146,Iris-setosa
+44,6.378211581782651,2.677514575522864,4.79840208648991,1.483945416386473,Iris-versicolor
+45,5.600397605547153,2.5688643197392507,4.083493695090252,1.2380032782538544,Iris-versicolor
+46,7.534036483470055,3.030273778049562,6.2578033488496505,1.7724764898718073,Iris-virginica
+47,5.336807571314828,3.41598979252646,1.4904588698314327,0.16492516252297001,Iris-setosa
+48,6.493160182171679,3.2775450432132187,4.760158753213907,1.8821368950566406,Iris-virginica
+49,4.816710101259213,3.0374235533261134,1.5359663551085934,0.28330240175765614,Iris-setosa
+50,5.781728792683376,2.7716426528936253,5.355440056614826,2.125127406446375,Iris-virginica
+51,5.277572966848888,3.9143898759848135,1.4377927192737212,0.3568922868407779,Iris-setosa
+52,4.975824171594678,3.603815262581734,1.6096918334570491,0.49387510373565247,Iris-setosa
+53,6.655392541114944,3.2870045815309914,5.822331776548417,2.294669732754895,Iris-virginica
+54,7.219309643786241,3.1271579739627553,6.4007654486409296,1.8040806721341858,Iris-virginica
+55,4.94855002878801,3.1333649893938986,1.407588201194325,0.03566170013582151,Iris-setosa
+56,6.653182883952825,3.198736689477703,5.1013508371416245,1.654663995462279,Iris-virginica
+57,6.40410693340952,3.119854642273687,4.76261811866813,1.6623163768387443,Iris-versicolor
+58,4.931564185950333,3.411451774871744,1.3823919173140884,0.25013497639048277,Iris-setosa
+59,5.006890491256551,2.8489795163870038,1.3779298989849622,0.02717371882682179,Iris-setosa
+60,6.241342848867578,2.9282109946030217,5.467435457466667,1.6241162644396359,Iris-versicolor
+61,6.500083123379948,3.2159106033467006,4.31985146860691,1.759351837215495,Iris-versicolor
+62,5.837529918348128,2.724128619949646,5.080032664604239,2.0036890752014047,Iris-virginica
+63,6.633422887366993,3.1500422177204808,4.32975004379709,1.318096183211257,Iris-versicolor
+64,5.318186806828328,3.8590704947002505,1.4875518847231166,0.38254575863215745,Iris-setosa
+65,5.912165033754949,2.5189506041314527,4.40332440496953,1.1835933521872672,Iris-versicolor
+66,6.6740770854309375,3.197642698684643,5.346283881149491,2.0302043128760574,Iris-virginica
+67,5.571233708265024,3.570594954145043,1.3540179082165233,0.23764467639325873,Iris-setosa
+68,5.369764486343389,3.3631103393246558,1.5603738036458377,0.23778517255388773,Iris-setosa
+69,5.386633513225334,4.406093290523514,1.2128413090568895,0.2141422479185738,Iris-setosa
+70,4.491502474127704,3.390086605884182,1.6753120782508053,0.2715428448051256,Iris-setosa
+71,5.122224104571062,3.290422110658613,5.078059964289653,2.0451153793967283,Iris-virginica
+72,5.205551688671529,3.555240367079563,1.770022999075752,2.171203660583253,Iris-setosa
+73,6.865354044416681,3.212437893419331,5.280937584383291,2.2251669847462723,Iris-virginica
+74,5.0239283391897676,3.2336977023271043,1.8286406112560245,0.2788224752717219,Iris-setosa
+75,6.284030878242192,2.357732966850362,5.431834449490969,1.8570209052523987,Iris-virginica
+76,6.337719970074613,2.8654817575359735,5.409772291026275,1.9777585679080203,Iris-virginica
+77,4.961477476485097,2.892243841755057,1.194663113507357,0.22795752972384664,Iris-setosa
+78,5.698886400436999,2.9903958806924766,5.143361383941515,2.3123077367243017,Iris-virginica
+79,6.5846971879549505,3.017271353771845,4.082508503611962,1.6177023694644166,Iris-versicolor
+80,5.623694908775706,2.546093432721456,3.970649225834711,1.276046853934995,Iris-versicolor
+81,6.350076145710583,3.1806895957047123,4.661002132758365,1.359155771300418,Iris-versicolor
+82,6.680026667882108,2.6124229903550424,5.221465661963346,1.6250900064315954,Iris-virginica
+83,6.790909792354212,3.026947711645833,5.0820342152652875,2.262937768124246,Iris-virginica
+84,5.336483291046677,3.272699257601095,1.5514416341782453,0.2054183335782811,Iris-setosa
+85,6.257959583154607,2.847928965746832,4.734136162319845,1.4857636488824622,Iris-versicolor
+86,4.986551195568614,3.0480567569133674,1.3483943397151832,1.3647858913249817,Iris-setosa
+87,4.992619579432304,3.092581373247783,1.6148274288393654,0.21563326363782814,Iris-setosa
+88,4.654013391602708,3.406048679921832,1.1063205591459884,0.13269477037129906,Iris-setosa
+89,6.401491330866537,2.977635440561888,4.456039934560861,1.528721475479069,Iris-versicolor
+90,5.446933787888333,2.8121173691225025,4.381045812084134,1.222692253874336,Iris-versicolor
+91,5.298642655308368,3.7293511535951733,1.4521667562851328,0.16879053461145294,Iris-setosa
+92,5.85749322933157,4.02918653319139,1.5610804736702202,0.3795606049159215,Iris-setosa
+93,6.313075384263615,3.0010206066908895,4.8387732626267645,1.549595602867863,Iris-versicolor
+94,6.533321176607106,2.5079666628953863,5.564521220929267,1.9889436033689711,Iris-virginica
+95,4.489101844023653,3.1949487918540544,1.2053030144089316,0.10844474649698213,Iris-setosa
+96,7.059326806732866,3.158312062411638,5.4067431290477845,2.143958768966865,Iris-virginica
+97,6.453932277815235,2.760785765328374,4.587438462043531,1.9877426724967906,Iris-virginica
+98,4.732782618821248,3.4804303622543222,0.9970875397423847,0.1780079371290765,Iris-setosa
+99,6.632564953864305,2.9474281992609965,4.67180421108434,1.8699286295542177,Iris-virginica
+100,5.618153183222776,2.639493779509251,3.8716016245983322,1.18800554138866,Iris-versicolor
+101,6.326787801954009,3.213724411581399,4.973391106821119,1.2616433816544133,Iris-versicolor
+102,5.9778271739036715,3.1075541996317613,4.291979395373545,1.6094161725626235,Iris-versicolor
+103,5.280957148002653,3.57495556203807,1.5962694497741043,0.46585276106614915,Iris-setosa
+104,5.671266122011354,2.369121772753485,3.9517698955029656,1.1538719341382886,Iris-versicolor
+105,5.482698760754704,4.312962562244443,1.7322692555282768,0.25151999819532994,Iris-setosa
+106,5.295056281717524,3.482764227456823,1.5043110592773865,0.4003643307792977,Iris-setosa
+107,5.020135559402024,3.3983691875401263,1.5582753968721337,0.5559183450621756,Iris-setosa
+108,4.619257988572663,3.03577763698411,1.423625281758479,0.26768827620183716,Iris-setosa
+109,5.073192742936595,3.1599071784952177,4.411380067763132,1.397371918531534,Iris-versicolor
+110,4.677382951347288,2.9131677743638247,1.3892996364157075,0.1905663944268269,Iris-setosa
+111,6.7282690797969735,3.0125168831678266,5.565152123249119,2.0543751757783077,Iris-virginica
+112,7.495839914683469,3.0690823606842037,6.308388281221205,2.11563541028375,Iris-virginica
+113,4.568356533727296,3.2971214202800163,1.603032339879105,0.3009361085622756,Iris-setosa
+114,6.594304647461591,2.964407348945676,5.144024182548477,2.029768413872258,Iris-virginica
+115,6.006591026053093,2.5696253082926925,5.012117887322597,1.7052001197493907,Iris-virginica
+116,6.421072667888062,3.068300634840657,5.069812432871806,1.4989210319440744,Iris-virginica
+117,6.6392000160043665,3.1548731143092157,5.863922931380755,1.8799226045415722,Iris-virginica
+118,5.272912602496036,3.2917443973159575,1.3363055791608602,0.2634268098802277,Iris-setosa
+119,6.5141514357627734,3.202372925023922,4.672115910905916,1.4938458138201423,Iris-versicolor

iris/tvae/0/1/test.csv

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

iris/tvae/0/1/train.csv

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

iris/tvae/0/1/val.csv

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

iris/tvae/0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.470821925857713,2.5087398146315207,4.731875479721089,1.832056825508778,Iris-virginica
+1,6.979297532834936,3.3815830730894194,6.205516779371665,2.434503341457862,Iris-virginica
+2,4.8089600279015965,3.555809873063944,1.2247367907982147,0.2864336669607028,Iris-setosa
+3,4.757074864896536,3.111909578781065,1.0477770794976922,0.15783267985066418,Iris-setosa
+4,5.038268962339426,3.250258271842971,4.400022298216411,1.2142691038059223,Iris-versicolor
+5,6.335259746310813,3.1920748025505175,4.666379806787616,1.5138027951714588,Iris-versicolor
+6,7.227648603657322,3.236729628518805,6.397824184806945,2.386830037110824,Iris-virginica
+7,5.448440597648092,3.646178535539688,1.3959127154528945,0.2807339757245667,Iris-setosa
+8,6.544726098611616,3.0216626007792105,5.761527620485561,2.058827743771136,Iris-virginica
+9,6.372491768494791,3.24073654761075,4.945071728535867,1.8748254984887935,Iris-versicolor
+10,4.684464173963598,3.047824539939169,1.3209280069938845,0.2537460064205654,Iris-setosa
+11,7.352704233046163,2.853310245188688,5.466664825082999,1.9518116823111311,Iris-virginica
+12,5.590025582881097,2.7325661897621654,3.9963897014675864,1.4334431623625021,Iris-versicolor
+13,6.0130971870680066,2.6340704505411234,4.075520054552596,0.8466629957984193,Iris-versicolor
+14,5.709006885955647,3.7703832227681,1.7545343382303842,0.37609170430646555,Iris-setosa
+15,6.7333383625473395,2.770607045023428,5.033856018358457,1.612603033001323,Iris-versicolor
+16,6.069520890580105,2.970136836481328,4.037515976268092,1.2798377361668705,Iris-versicolor
+17,6.034029979059687,3.0693172815494782,4.655437658522667,1.3413611308803974,Iris-versicolor
+18,6.500884053424182,3.3742868366703798,4.674955899077748,1.3375186394390641,Iris-versicolor
+19,4.775242273167747,3.2999191839024182,1.325332330556127,0.14890696102933712,Iris-setosa
+20,4.765225569830512,3.2210299364360018,1.719168139328418,0.16020978202245462,Iris-setosa
+21,4.753099873853063,3.062333906643772,1.4801197139647952,0.2261569938738516,Iris-setosa
+22,6.416173001050474,3.1731476937585623,5.1130458044028675,1.6762430047072014,Iris-virginica
+23,5.640783603653319,3.7859324602913462,1.3341515173023304,0.23306838799025553,Iris-setosa
+24,6.809064461697942,2.932222734891911,4.541166110005991,1.6301790079335132,Iris-versicolor
+25,6.884265828250188,2.7944936022880786,4.812953697577975,1.514555452079548,Iris-versicolor
+26,5.662812169426746,2.6469721688715198,4.009245932316799,1.2802933732407107,Iris-versicolor
+27,5.4844100434866885,2.5371487428356154,3.473463760501911,1.19613646920817,Iris-versicolor
+28,5.610580013502547,2.7905628456836995,4.175957150292418,1.261920613421351,Iris-versicolor
+29,4.903441523887567,3.2222164464402927,1.3109232587180157,0.11071632244943286,Iris-setosa
+30,6.844849112937475,3.40582329175574,6.324434350969377,2.4398979980599367,Iris-virginica
+31,5.820099375254762,2.904742217177315,4.289553621308734,1.3624110643377043,Iris-versicolor
+32,5.486485367121847,4.122112639086124,1.446007000257833,0.4522888788570725,Iris-setosa
+33,5.114417489748732,3.544882042639064,1.3531418694781479,0.3927677991510259,Iris-setosa
+34,5.623260543068463,3.406449077597397,1.4387439195359693,0.28575580579692583,Iris-setosa
+35,5.616102911783107,2.704379378006448,5.336958080799355,2.1484789107894695,Iris-virginica
+36,5.073520534071495,3.369745716943454,1.604599724135799,0.1509531202115228,Iris-setosa
+37,5.363824087110026,3.762041706501038,1.519249539458197,0.19809008492104896,Iris-setosa
+38,5.391278740888995,3.689669811243127,1.800547438223769,0.5256800629034465,Iris-setosa
+39,5.021288358848418,3.090308729436392,1.5762765297396444,0.36171188334213616,Iris-setosa
+40,5.255009535777818,2.5918498665748255,2.8480206479299754,1.1749719394680977,Iris-versicolor
+41,4.909177264947125,3.1891017033500133,1.4926418468150553,0.05389022123306214,Iris-setosa
+42,5.842858589338895,3.1429917697938956,4.818834281918193,1.4729683066634025,Iris-versicolor
+43,5.752830557017792,2.919185557795707,4.365389812896989,1.45633833695483,Iris-versicolor
+44,5.181778136106679,2.256406186998015,4.469424853998893,0.8901617275316868,Iris-versicolor
+45,5.8613295462299115,2.4193911467790876,4.110353398587556,1.2610025904813749,Iris-versicolor
+46,6.087353171135278,3.1928938561158566,5.100826908758396,1.908820418625329,Iris-versicolor
+47,4.737124752743812,3.243177509895884,1.4463598708903558,0.1785362645842044,Iris-setosa
+48,6.4345662618153945,2.976970451326208,4.634434041935007,1.2576158372265376,Iris-versicolor
+49,5.668262645386931,2.173201535239469,3.1397156490695153,0.9306467578347198,Iris-versicolor
+50,4.966503340171905,2.999377860166061,1.3198119524844407,0.13026825340300444,Iris-setosa
+51,4.579876837693106,3.12176213845515,1.3725029783845681,0.14953360995154702,Iris-setosa
+52,5.619716473623281,4.360474196454808,1.3841377831128368,0.012105229208419693,Iris-setosa
+53,5.0105874125137815,3.2425109027975316,1.376860826891385,0.32337528040796515,Iris-setosa
+54,5.86401068170203,2.896716910588446,4.691765903363182,1.2973698862993137,Iris-versicolor
+55,6.8083805542113165,2.755803502413554,5.3651377053807225,1.882056857353754,Iris-virginica
+56,8.218262818939577,3.4667067008079204,6.804878425058017,2.2810901784589332,Iris-virginica
+57,4.719754894991613,3.0776056104725176,1.3012163274032327,0.22197257326710157,Iris-setosa
+58,5.040830118647557,3.2775613821358567,4.747903151999384,1.4119175930218173,Iris-versicolor
+59,4.977488799084706,3.8636263878319155,1.7731938697555067,0.3110852927262148,Iris-setosa
+60,4.288053546910692,2.8892453035041274,1.3762685386943874,0.23318734144679673,Iris-setosa
+61,6.075501644401383,2.8905555869502204,4.643193449425426,1.473715229181585,Iris-versicolor
+62,5.454614619173071,3.346782805838165,1.4069084796562201,0.19280276371662802,Iris-setosa
+63,4.512867566672237,3.0601052254083276,1.2311582079589263,0.16742659643110824,Iris-setosa
+64,7.839050689393123,3.0719995885660456,6.597255442350217,2.2356196456498134,Iris-virginica
+65,6.365968732687305,3.299122609748769,5.505486166511876,2.2128700904088254,Iris-virginica
+66,5.0345376390812415,3.174389824264575,1.6531088689713214,0.04202120650149127,Iris-setosa
+67,4.3663275369695995,3.047064537000668,1.4399718187354722,0.1766615912036711,Iris-setosa
+68,6.334854242085879,3.081814175759557,4.9265585542354655,1.6823445107821637,Iris-versicolor
+69,6.028988312994309,2.9095705538054766,3.8461540108162096,1.2533185880183821,Iris-versicolor
+70,6.569309310417646,2.9598482735987752,5.938770452683151,1.9064621550907375,Iris-virginica
+71,6.253518006767787,2.119515345469477,4.8219219952177585,1.5768619293803792,Iris-virginica
+72,6.794277578659235,3.290127607072459,6.477642820063573,2.380529904154109,Iris-virginica
+73,4.601257925018835,3.043621813574238,1.342072404881867,0.24399958174946026,Iris-setosa
+74,5.231221745313207,2.952384226377621,1.4375416981169915,0.1844923339232129,Iris-setosa
+75,5.742591859468013,3.901608328424646,1.7340330396737833,0.6616596190987161,Iris-setosa
+76,5.559011241498768,2.839093426902041,5.433980621261134,2.261122749536855,Iris-virginica
+77,6.5911835194697375,3.1051931391426772,5.337984258947086,2.0796631690302245,Iris-virginica
+78,5.892272953896799,3.310680485757494,4.506054589312751,1.507366241199584,Iris-versicolor
+79,5.089614786025447,3.323078919528982,5.2617742129704785,2.2034273506664923,Iris-virginica
+80,6.86061994512715,2.1854522541889443,4.73201170808363,1.1712480826307163,Iris-versicolor
+81,6.677760468174122,3.130466445027154,5.104216207837687,1.8301531082924867,Iris-virginica
+82,5.949628608250318,2.9039303223235935,4.76173577562722,1.6865733270833179,Iris-virginica
+83,5.138859773069478,3.497213376246667,1.8824505916559946,0.5275581331304233,Iris-setosa
+84,6.197144250919864,2.8254228073573855,4.087392142229293,1.3120193505304858,Iris-versicolor
+85,4.359557929995276,2.923029663017796,1.4011485543454447,0.08902254843644819,Iris-setosa
+86,6.347527640691494,3.191669934073203,4.66917675717743,1.6420415994873307,Iris-versicolor
+87,6.399686402195753,2.76312894509571,3.9406337319443345,1.1116434860320987,Iris-versicolor
+88,5.162170371150063,2.4220638568208397,3.619226038364884,1.1562163367953622,Iris-versicolor
+89,5.704356874386955,2.5166019466594136,5.015650150938943,1.5397610662915384,Iris-virginica
+90,5.8526314549890035,2.288407986144076,3.3685511188162054,0.8256607757288233,Iris-versicolor
+91,5.158281594768507,3.3926852595344994,4.899163032467511,1.8987627987804285,Iris-virginica
+92,5.124703588166284,3.4266237871250773,1.646468660916126,0.3720461794140666,Iris-setosa
+93,6.0723861400676755,3.193755057067396,4.549019361339344,1.6490178061408656,Iris-versicolor
+94,6.489942969353338,3.174109745334829,5.701900245144953,2.2257412006967887,Iris-virginica
+95,6.453450744658851,3.2191275828439014,4.9677564455991545,1.7574005105819108,Iris-versicolor
+96,5.640223091476398,2.64859098110617,4.196139548835055,1.1610649339959256,Iris-versicolor
+97,4.794324902478843,3.1958285472185928,1.538942739232212,0.26342201797198206,Iris-setosa
+98,7.574230633860178,2.97333482268704,6.50280684629459,1.9625047538189953,Iris-virginica
+99,5.222848357669232,3.863619064917842,1.508985930380651,0.424986840639322,Iris-setosa
+100,4.9860049577557755,2.915605703385745,1.452236564484208,0.12020241943729834,Iris-setosa
+101,4.534720029612272,3.553284835000375,1.6296207248944805,0.24814390633821143,Iris-setosa
+102,5.948422422708164,2.837045043584756,5.005034323120705,1.9415369826235478,Iris-virginica
+103,6.49332987806472,3.0274848206872242,4.823412497672759,1.422882161716897,Iris-versicolor
+104,6.22002670686093,2.7716829309883226,5.15340855089601,1.5313940833169026,Iris-virginica
+105,6.299774365300926,2.976315088983633,4.762133117106055,1.7714689354791593,Iris-versicolor
+106,6.47083440621574,2.5640905998721943,5.482657409734513,1.810330541071834,Iris-virginica
+107,5.52069746356924,3.61599389278269,1.607026563500304,0.158465047225836,Iris-setosa
+108,4.733409015456157,3.155486798885341,1.633532863819678,0.20664784874627037,Iris-setosa
+109,4.989905855682143,3.3412477216685534,1.4503731895239367,0.3437639455233541,Iris-setosa
+110,4.902095417809782,3.034572965132548,1.2021293645044673,0.11896500331691132,Iris-setosa
+111,5.522090379334067,2.4102816220631027,3.885554844952909,1.3241213191897854,Iris-versicolor
+112,7.156389101117034,2.5911731792104042,4.935604598536156,1.9669846680443142,Iris-virginica
+113,4.757183257282841,3.1825573440315207,1.2831154938745022,0.11368249308585837,Iris-setosa
+114,5.573261382408049,2.781868588092549,3.7564847720263574,1.3967243115207513,Iris-versicolor
+115,6.267290221583154,3.223592985833154,5.192455059227769,1.5343643265915028,Iris-virginica
+116,4.810704899185628,3.120172844287773,1.615103793446595,1.4456141117498096,Iris-setosa
+117,4.8183239393627115,3.2854005369995414,1.7132851135474783,0.18605299544291504,Iris-setosa
+118,7.156065550230486,3.0733506905207193,6.456874913854857,2.403812723765213,Iris-virginica
+119,5.8304204868568394,3.302971356107202,4.681102505259898,1.3159913225340323,Iris-versicolor

iris/tvae/0/10/test.csv

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

iris/tvae/0/10/train.csv

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

iris/tvae/0/10/val.csv

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

iris/tvae/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.948438688444799,3.027945392794449,5.60290571885594,2.241018270055908,Iris-virginica
+1,6.607163414656792,3.5663900446603845,5.8996776562938615,2.528084654319189,Iris-virginica
+2,4.885970408561949,3.7273030731320356,1.650607962024147,0.17243324993822862,Iris-setosa
+3,5.75908537078933,3.3656604910933168,4.662040618349843,1.9296511729204893,Iris-versicolor
+4,5.573404698277889,3.7563240942420646,1.6248300797511663,0.3521366437120994,Iris-setosa
+5,7.3833723273319585,3.91950497683052,1.7415109150767618,0.3975464891638865,Iris-setosa
+6,4.982569769750534,3.6579966688981456,1.4593077350000545,0.2783442696451309,Iris-setosa
+7,6.517279707407049,2.317522750836422,4.682448502466458,1.4347347010798341,Iris-versicolor
+8,5.133635287334292,3.564899198377355,1.3119012371772587,0.14046876199647285,Iris-setosa
+9,4.874306994260843,3.228967377547336,1.439831161237691,1.3596955883535444,Iris-setosa
+10,6.123370871128903,2.78186314559312,5.187980362420649,2.0595980095206183,Iris-virginica
+11,5.009069176270101,4.021613146526532,1.2913482502852813,0.024783893511470617,Iris-setosa
+12,6.598261868472005,3.20493790051803,4.543244864057888,1.1210744864867501,Iris-versicolor
+13,6.587918178032454,2.9154437347100206,5.324153343699357,1.7888962564285185,Iris-versicolor
+14,6.133321544124875,3.147470108030192,5.102613926154742,1.603134927814935,Iris-versicolor
+15,6.835147958284251,3.640648214424801,6.065699724312216,2.3995681873703862,Iris-virginica
+16,6.523312841024999,3.213955494299032,4.836131769542515,1.9486639689220413,Iris-versicolor
+17,7.063212577586823,2.9747003532363814,5.205557712751369,2.0463110546226857,Iris-virginica
+18,6.488846311794461,2.9570170501059945,4.712894379448102,1.5930863025974176,Iris-versicolor
+19,7.733234361325436,2.6268941541182844,6.883550605197838,2.1652383897079828,Iris-virginica
+20,7.79264079310876,2.711352584558989,6.621210035822229,2.3399585581664866,Iris-virginica
+21,6.237556969034731,2.8366553130380083,5.124641118138863,1.749095733345619,Iris-versicolor
+22,6.337355880930101,2.4969671172275785,5.634014323424987,1.5001818955739488,Iris-virginica
+23,6.2090648066687555,2.6975427068280187,4.002238838477416,1.0423324066399378,Iris-versicolor
+24,6.640594686978592,2.910772341072353,4.825994379164314,1.5815439434933038,Iris-versicolor
+25,6.69350177079688,2.792815498027562,5.234301848204569,1.7176450880143626,Iris-virginica
+26,5.987251909559156,2.3450868243112053,4.127857340597933,1.2771015467396674,Iris-versicolor
+27,6.079062297224346,2.825709597109492,5.038921582464704,1.6216237958323676,Iris-virginica
+28,6.116947657982416,3.0840695896215293,4.744294257599897,1.4097264171829706,Iris-versicolor
+29,4.99903427136733,3.2642043907760074,5.105208046778293,1.423104598034323,Iris-versicolor
+30,6.739131215559107,3.0283542419496245,4.834311254639427,1.6669171158616118,Iris-versicolor
+31,5.359379295700062,2.9415961086895437,4.7025189003672505,1.446971340870919,Iris-versicolor
+32,4.9133146661290095,3.0755561657398522,4.4689767882804805,1.2773855259693143,Iris-versicolor
+33,4.610698876999642,2.9112685121523416,1.1192181272891344,0.21931275029850295,Iris-setosa
+34,6.52866469990939,2.882753135434093,5.072349165236997,1.5584816698428998,Iris-versicolor
+35,6.346823349550583,3.42784330746875,5.714474678900228,2.3385535098646675,Iris-virginica
+36,4.541909795235804,2.6858678632411404,0.9842784346333673,0.20226633017119663,Iris-setosa
+37,6.137741880646354,3.965074979868343,1.6681353300625414,0.31282891732474655,Iris-setosa
+38,5.262687309142462,3.8728327336387385,1.3247417267311663,0.32365618971529286,Iris-setosa
+39,6.649720077189946,3.2579835000510675,5.107875360562267,2.4616983637713825,Iris-virginica
+40,5.527963259732234,2.0825203693967134,3.519598105475975,1.2259443026049275,Iris-versicolor
+41,5.306662896339108,2.3911060877759103,3.496470516686742,1.1799687828040728,Iris-versicolor
+42,6.128033666642981,4.020576582577938,1.5581607075690034,0.32604746806502977,Iris-setosa
+43,5.890605121922445,2.728421981240718,4.409886329979354,1.2363878044491443,Iris-versicolor
+44,5.986474843526756,2.7823863651037017,4.1312125634592025,1.3441668122907373,Iris-versicolor
+45,6.239972881539191,3.3270999504359686,4.787953152770393,1.3782413009628143,Iris-versicolor
+46,5.0546450721442024,3.109685764734963,1.2953965040222535,0.16525384673607693,Iris-setosa
+47,6.352440224464129,2.6493855421909465,5.12858144161727,1.69853230671949,Iris-virginica
+48,4.704305206301106,2.6414043510378824,3.9923112721961513,1.3462305483595904,Iris-versicolor
+49,4.677611317215191,3.1856353714478045,1.647252113784875,1.3356756130402845,Iris-setosa
+50,6.244982682256314,2.1692569767992476,5.063298212477272,1.412321261975178,Iris-virginica
+51,6.06114558896962,2.7271053481805603,4.489551433571525,1.0456871087120727,Iris-versicolor
+52,6.700890001040248,2.9781597848148973,4.81077139025839,1.964760444668783,Iris-virginica
+53,6.390267972227428,2.1662996523143114,5.2529809106083265,1.519450523302149,Iris-virginica
+54,6.230966596344218,3.09084540368778,4.6647188062041405,1.4400709287793991,Iris-versicolor
+55,7.249159684972967,3.2713552421978256,6.331187717120462,1.916875197619404,Iris-virginica
+56,7.475353666332295,2.9075980890749245,5.213214139928047,2.1032884793569044,Iris-virginica
+57,6.368919804561889,2.8106718520261023,5.626157808536436,1.3670288242309638,Iris-virginica
+58,7.124073305585979,3.68072705035244,1.733052087337719,0.5626521836242232,Iris-setosa
+59,5.030153283327755,3.7940199428064307,1.5571983715955329,0.2954846083210796,Iris-setosa
+60,5.8269852954767405,3.1046064827075184,4.996431212575658,1.8208362957794102,Iris-virginica
+61,5.894034915402195,3.552666516252097,1.5054239806505527,0.13871886730912222,Iris-setosa
+62,5.187525458635834,3.6566750411879836,1.590307111748812,0.41881861735906944,Iris-setosa
+63,5.218715438631965,3.6408549256551686,1.458069322082203,0.38821738100236247,Iris-setosa
+64,5.260598057710465,3.3669343405273056,1.2872065518730365,0.21352479266758503,Iris-setosa
+65,4.994934379013964,3.065877260807511,5.040216457006522,1.6733684242373796,Iris-setosa
+66,6.533569870870133,2.928010402824813,4.252640817337859,1.6324754110263224,Iris-versicolor
+67,6.796733112642764,3.1135438439017897,5.088258408831275,1.949926392250406,Iris-virginica
+68,4.815400924365434,3.3172623721666428,1.5093735535290407,0.001718956620831158,Iris-setosa
+69,4.551494072274088,2.8376784147609877,1.4922223692454,0.10861069285282524,Iris-setosa
+70,6.338635049886802,3.127965112142745,4.7418615472249765,1.4284694233872632,Iris-versicolor
+71,6.713841086514165,3.0585049279043437,4.616782180114643,1.3919214184254662,Iris-versicolor
+72,6.558839590387089,2.9728712019252153,4.993493509385642,1.5221139464398932,Iris-virginica
+73,5.388912221409492,2.6397650482074413,3.690374403527919,0.9675029805130909,Iris-versicolor
+74,5.140921688628939,2.942727303258097,1.2115090492363856,0.10013765623183907,Iris-setosa
+75,6.2710274621956765,4.21862310156854,1.5265702431719657,0.32324401072137715,Iris-setosa
+76,5.329970481290279,3.214614044764812,1.2411874123817541,0.21738858035197497,Iris-setosa
+77,4.101633158212165,3.1713178649815554,1.334818125932191,0.2182914476359322,Iris-setosa
+78,4.61477243513948,3.0657840258571434,1.3408810504681008,0.2443311921373069,Iris-setosa
+79,5.158513876753409,2.7875472003738575,4.585809848171215,0.985302231960207,Iris-versicolor
+80,5.296693762582718,2.6230628199563673,3.6954380653431933,0.8408971425369992,Iris-versicolor
+81,5.398652212505958,2.981325111560566,4.732111194296455,2.0685604235693056,Iris-virginica
+82,5.022875427268159,2.9612259021763663,1.4098235771913796,1.3859260677793972,Iris-versicolor
+83,5.625365554595956,3.786003017839448,1.34521681324424,0.28911406588184696,Iris-setosa
+84,5.689487131879607,3.2557694989778145,4.847396525605432,1.5777014491087578,Iris-versicolor
+85,5.380249749126124,2.5574501598950032,3.5934263131628743,1.3919111199741736,Iris-versicolor
+86,5.618262835858655,2.8208843608117036,4.534694503394508,1.5530055728575658,Iris-versicolor
+87,4.607087388363663,2.9087534177841654,1.4267162886293605,0.13935931406682883,Iris-setosa
+88,6.326026064262912,2.646916593747526,4.821478058775029,1.4832070549829248,Iris-versicolor
+89,4.750013325869635,3.3669123929301694,1.5040456361964412,0.26698166903756365,Iris-setosa
+90,5.71462313261348,2.5725142792331046,3.3541195541395448,1.2460885383049947,Iris-versicolor
+91,6.241994837632744,3.324095827774178,4.476227325532479,1.7689826763767422,Iris-versicolor
+92,5.245990671112909,3.389258300381977,1.343977897643787,1.4478865949153477,Iris-setosa
+93,5.0071031247172,3.415402476886143,1.5629220935976726,0.4892851072612522,Iris-setosa
+94,6.014525542198342,2.936562845647779,4.33655722559179,1.1101782510910152,Iris-versicolor
+95,5.072039701454416,3.4003255398290584,1.6798066521058594,0.2690709794320602,Iris-setosa
+96,6.179242566851685,2.8932600497693417,4.377828330932987,1.6230025537194552,Iris-versicolor
+97,5.610753488201151,2.5768527199579085,4.349490211410405,1.1770843798484472,Iris-versicolor
+98,6.61796275603177,2.935979811695788,4.996063989254996,1.933352243681362,Iris-virginica
+99,6.716666382166702,2.835154233489966,5.752610555630087,1.8581836508600251,Iris-virginica
+100,6.377496231622059,2.655634629831956,4.801359720790606,1.6524752434944436,Iris-virginica
+101,7.372945928310955,3.6540814398432246,6.251216318021355,2.044574310431125,Iris-virginica
+102,4.6331275821211335,3.063035912081267,1.2169947198043922,1.4220023050777038,Iris-setosa
+103,6.736068775212737,3.1954034462469587,5.733529902481302,2.332382131982379,Iris-virginica
+104,4.993846552184956,3.6133793286885405,1.8354254564751886,0.19836633874880277,Iris-setosa
+105,7.814719112114727,3.028722541607614,6.289437991859148,1.8612021312040483,Iris-virginica
+106,4.768601179430963,2.794456433920758,1.2198222650780766,0.13405454714357976,Iris-setosa
+107,6.671275137604569,3.3054485277081738,5.40215085365044,2.5598093738819685,Iris-virginica
+108,7.876369885562769,3.682048804185025,6.195804113868527,2.2406596749654932,Iris-virginica
+109,6.1451153805100365,3.1914371498304726,4.499743032242663,1.6679008524632326,Iris-versicolor
+110,5.3390414862284725,3.4993144086043646,1.6294232224492458,0.28149471331617076,Iris-setosa
+111,5.89766861265416,3.071657125042241,4.962764563116126,1.8429362827723548,Iris-virginica
+112,5.209130785166985,2.81963042991087,4.468563817114157,1.2934754311742496,Iris-versicolor
+113,6.189641651303644,3.148713425659384,4.662769770426059,1.286207019033739,Iris-versicolor
+114,5.811455916929549,3.0069374941663143,4.292646352657437,1.3295724233748534,Iris-versicolor
+115,5.707478465819835,1.9864019520218872,3.401223729606283,1.2180411582717983,Iris-versicolor
+116,4.854944490702418,3.091290650615665,1.5865162189199278,0.14864918876254216,Iris-setosa
+117,6.236633514680394,3.158200602449902,4.581424781661392,1.7363195611384636,Iris-virginica
+118,5.540496180663603,3.015260945618958,4.254904075550972,1.2192842343804946,Iris-versicolor
+119,5.216098596565212,3.7645707106995,1.622447189775373,0.251483643604091,Iris-setosa

iris/tvae/0/11/test.csv

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

iris/tvae/0/11/train.csv

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

iris/tvae/0/11/val.csv

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

iris/tvae/0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.419766945459101,2.966920711610989,5.121333993204782,1.5763130756556984,Iris-virginica
+1,6.279759742903973,3.2176244261479106,5.12620755489988,2.407698891161223,Iris-virginica
+2,5.634170553167539,2.384734066046115,3.1316724431517518,1.0900683026175395,Iris-versicolor
+3,4.989203256481055,3.624610313008589,1.7104137748489576,0.22579781455861758,Iris-setosa
+4,6.933332418601063,2.5073147165905274,5.366200750254504,1.87803038398823,Iris-virginica
+5,5.899371109268776,2.988297384849132,4.725088495964075,1.8832663606877533,Iris-virginica
+6,5.151498326723762,3.287071013011378,1.7855275923807041,0.46226392189864884,Iris-setosa
+7,4.897959330184602,3.0008599425530234,1.4265511568879887,0.07585719357193774,Iris-setosa
+8,6.296927438138925,3.147487509582885,5.029122625223949,1.8531791365402732,Iris-virginica
+9,6.288882503955323,2.3028083737486487,3.4998549557387117,1.0082975730985386,Iris-versicolor
+10,4.645876203939706,2.915100544140614,1.494766154253268,1.4390430583210985,Iris-setosa
+11,4.806659939448937,3.1197146092225423,1.4746287094962292,0.1628611490053896,Iris-setosa
+12,7.0737380062890995,3.3787640949828632,6.241129041527873,2.210634486281881,Iris-virginica
+13,5.869751055695086,2.602874576241349,5.305446054409228,2.2123473958247137,Iris-virginica
+14,5.305061568025364,3.4101014993381433,1.3834070436336903,0.262339627944259,Iris-setosa
+15,6.680294332946229,2.4873646830777054,4.755700742615454,1.6545520303131727,Iris-virginica
+16,6.625977024206063,2.3892632265213347,4.919047358198335,1.3347551326144556,Iris-virginica
+17,6.1842905690631165,2.8995324005164114,4.773013008555549,1.5794337652733603,Iris-virginica
+18,6.51737480510757,2.2804837299855016,5.356981476911982,1.6655602176436248,Iris-virginica
+19,6.681851785460791,3.0078313943374746,4.543022018443114,1.643829983733823,Iris-versicolor
+20,6.761054761309935,2.9667236197903435,4.910879174521681,1.5314809111410685,Iris-versicolor
+21,6.791598243495445,3.2573670350483597,5.495631943938747,2.186004328200645,Iris-virginica
+22,6.49475217384117,2.730426419815104,4.739295250042785,1.8674237651685788,Iris-virginica
+23,6.421278421825592,2.890334363672733,4.15639115097,1.1260179357844828,Iris-versicolor
+24,5.811651244017617,3.250024319956371,4.75098630329445,1.6592220273973588,Iris-versicolor
+25,5.584135240094943,2.99790394582449,4.486582658897409,1.240735263350972,Iris-versicolor
+26,4.881479469513091,3.4666517071167924,1.5505904982686463,0.24039427085134688,Iris-setosa
+27,5.443391760742878,2.9845466167016323,5.544899301772098,2.2384549672178355,Iris-virginica
+28,6.086324162879381,3.1229093774406596,4.1519570988770855,1.605136614341958,Iris-versicolor
+29,6.105678054780244,3.1669243379989487,4.6854542693128955,1.5831114572954654,Iris-virginica
+30,4.616073332484585,3.0298111439336437,1.7527324889881302,0.1948707431495061,Iris-setosa
+31,6.825672047358787,2.9038605464037706,4.315236772707857,1.2106291690122508,Iris-versicolor
+32,4.582475211853898,3.059920484736073,1.1690995143732166,0.1781965837313432,Iris-setosa
+33,6.165377969104408,3.1700062288628335,5.437365141428157,2.215099360832161,Iris-virginica
+34,5.460006595328009,2.347051407936986,4.236436399866855,0.9676559983586933,Iris-versicolor
+35,6.784502943710449,2.9740316501002577,4.7278039967471495,1.6692157385225093,Iris-versicolor
+36,5.340668215017983,3.913107267090103,1.4686385368008434,0.41223447245464523,Iris-setosa
+37,5.480298848173971,3.665404189098162,1.628743866878209,0.34978086997062463,Iris-setosa
+38,6.660486083557489,2.9989894158001777,5.54580758997698,2.070417954025759,Iris-virginica
+39,4.9779595602075455,3.5284867476303776,1.3798191139572653,0.20778282606680815,Iris-setosa
+40,7.229822365415352,3.1411263293271086,6.486925689173878,2.265208230013351,Iris-virginica
+41,5.5124532010486815,2.0953565841526096,4.197305521165981,1.2327784259203443,Iris-versicolor
+42,4.953829301536221,3.2261127770383644,1.4612044244857307,0.24554624692230795,Iris-setosa
+43,5.793152832997593,2.471045038440473,4.39091217358792,1.2094370351702537,Iris-versicolor
+44,5.558754231820769,2.4435711797741204,3.64678524823829,1.0702423664768934,Iris-versicolor
+45,7.468617553218284,3.583293302507105,6.35012607002319,1.99728550096855,Iris-virginica
+46,4.983910294636378,2.917739466256701,3.9847439275953036,1.7162350777723079,Iris-versicolor
+47,5.255300848688682,3.701046835090625,1.7294816289262145,0.37659670571103465,Iris-setosa
+48,5.033464810998326,2.622450966317337,4.027295345154611,1.596105896351512,Iris-versicolor
+49,5.55344894715582,3.6232593773198505,1.4421159908695584,0.25601186606420745,Iris-setosa
+50,4.897957786441631,3.29048580646288,1.397176648770198,0.41611414418002246,Iris-setosa
+51,5.312842870800087,3.002568436256271,1.2798709157418684,0.15249274100096133,Iris-setosa
+52,6.082668450785094,3.2520620583777426,5.598610870089541,2.1950342800863893,Iris-virginica
+53,5.787466757700208,2.841660890793592,3.623577996810745,1.1757860174417232,Iris-versicolor
+54,6.576901832233273,3.2780313505248886,6.048810828447552,2.1918077470700315,Iris-virginica
+55,7.175846547626293,3.376393194377855,6.304321343456955,2.301538867980207,Iris-virginica
+56,5.158995661452362,3.6062597278871245,1.4108185500036696,0.2486042222697712,Iris-setosa
+57,5.28478037220299,3.4738950677178764,1.5890726221210338,0.2580486036319843,Iris-setosa
+58,6.239993411491409,3.056866538253375,5.056354683651349,1.3133951131005235,Iris-versicolor
+59,5.459354331626839,2.8993288900367746,3.7841847050258943,1.0663280595375462,Iris-versicolor
+60,4.9613130466948325,3.341136732179179,1.597623509276899,0.16033978507339453,Iris-setosa
+61,6.938519018420109,3.335816618691961,6.659170620607259,2.3789929630205946,Iris-virginica
+62,5.6454493980792,3.0322726345106803,4.3966474890772655,1.7249403020780951,Iris-versicolor
+63,5.2173751363468,3.372398649999502,1.6271087246284321,0.29067183960678405,Iris-setosa
+64,4.411820195369039,3.0617506059259396,1.5464317232953873,0.1463787049836723,Iris-setosa
+65,6.235083637797641,2.3961960209734143,5.240547675649532,1.2745355921707728,Iris-versicolor
+66,5.317071068294542,2.971178016931011,4.4485475306540385,1.2154152265457585,Iris-versicolor
+67,6.554129720303484,2.9123089354178027,5.3538345683747,1.6811410310231574,Iris-versicolor
+68,4.624322668013315,2.8961811936599147,1.4263858010944714,0.0950082229485327,Iris-setosa
+69,5.106826266620093,3.701870342230601,1.5239149179791849,0.3583306149031364,Iris-setosa
+70,6.355087421388681,3.056852355614336,5.0704251360183585,1.8672896929088503,Iris-versicolor
+71,6.6294856830596025,2.711192017183597,4.971443561680916,1.950748955447352,Iris-virginica
+72,6.629124517802426,2.4868804135366247,5.126494972280403,1.6156146330647136,Iris-virginica
+73,5.954807082450897,3.0421757684934962,4.999173220025925,1.995352898308675,Iris-virginica
+74,5.322806157308452,3.2464163773162245,1.5034160975626616,0.3447734179703516,Iris-setosa
+75,5.383707248212462,3.463653079315352,1.3586018699918443,0.2893060067765172,Iris-setosa
+76,5.062443401681698,3.37564374849285,1.6461587560835342,0.30644625039531354,Iris-setosa
+77,6.525982067668925,2.520326482626376,4.551696141227231,1.4147567455443193,Iris-versicolor
+78,5.420622341591079,2.9345161992801385,4.6965589805938155,1.5078340844442693,Iris-versicolor
+79,5.1469143980191205,3.1572368648030293,4.802306151799751,1.8202065602256872,Iris-virginica
+80,6.142338694859426,3.03197408939535,4.776426270161785,1.6458673037330733,Iris-versicolor
+81,4.783555811284151,3.5156281118491925,1.3701432970301437,0.13103443518876062,Iris-setosa
+82,6.245219190758215,3.2901523202912193,4.78430481167843,1.6560661566224275,Iris-versicolor
+83,6.271952770565599,3.0660079368162454,5.081128435953837,1.6458861890897356,Iris-versicolor
+84,6.921629777122504,3.2222504638336997,5.936261908788499,2.0609948962316613,Iris-virginica
+85,5.054373955617352,3.319913718765515,1.6678783719457184,0.6102974276169604,Iris-setosa
+86,5.636754185497411,2.3296085432500124,5.230289754483737,1.5237811510111694,Iris-virginica
+87,6.379781965559992,3.2462844147268104,4.803024302974841,1.6013641602665607,Iris-versicolor
+88,6.153195829812535,2.6560011317377534,5.007145526993879,1.8084740932605743,Iris-virginica
+89,6.049401720395589,2.8881770466890204,4.676956486289412,1.4287601701200614,Iris-versicolor
+90,6.333326691284364,3.2273334761103185,5.152717598117623,2.0464590269335226,Iris-virginica
+91,4.343120164595479,3.0621406221712815,1.1211097702962138,0.1459219899353255,Iris-setosa
+92,4.8636988119457865,3.4661866698526382,1.439710424437369,0.20934266294354456,Iris-setosa
+93,6.427381279571524,3.1363832182684295,4.578208488752904,1.6682522456163384,Iris-versicolor
+94,5.4968115156819035,2.426796112342758,3.4745832630897886,0.8939253304166536,Iris-versicolor
+95,6.045037911023253,2.768594066562871,5.267336953279052,1.9902794112626228,Iris-virginica
+96,5.637935405505106,2.4929772814927444,4.325986011794162,1.2038177144458033,Iris-versicolor
+97,4.924338530439401,3.3784755980724728,1.5574739981642398,0.21909597368583403,Iris-setosa
+98,6.772032924193034,3.0021674294601466,5.602252334162788,2.0393810381792417,Iris-virginica
+99,6.462064519328869,3.0429606875562607,4.845402050876217,1.8525527258053014,Iris-versicolor
+100,5.712768440435315,4.351120282922322,1.5335955102972203,0.22536646781689318,Iris-setosa
+101,6.153092444636205,2.6148106967589455,5.04838472116016,1.3828993793099695,Iris-versicolor
+102,6.998376480833726,2.860729839775449,5.426926215988045,2.0466619212800863,Iris-virginica
+103,5.247774183976261,3.22021183526629,5.208972575507193,2.1059833042882525,Iris-virginica
+104,4.769432542545778,3.668426486356532,1.6471305600024446,0.20454930344158156,Iris-setosa
+105,5.253957162038394,3.855213541935014,1.747003236602933,0.2726762162729251,Iris-setosa
+106,6.767041052407773,3.034781987010051,5.868705356591299,2.360578407870358,Iris-virginica
+107,4.882217562938636,2.8940572104652147,1.322909106060517,0.07193447737584935,Iris-setosa
+108,5.483787799979726,3.228078934667786,1.498571455315844,0.0827330542768667,Iris-setosa
+109,5.799065783588036,2.8067129420266372,4.540596609303822,1.4616754676376738,Iris-versicolor
+110,7.0416317799369015,2.895527595562856,5.202986075733024,2.156825352605426,Iris-virginica
+111,7.653239445199639,2.776327676043592,6.308694559141687,2.1244511784444016,Iris-virginica
+112,6.642807279435938,3.0756703429933268,4.688248651665742,1.5836715255332132,Iris-versicolor
+113,6.637555580858655,4.345287618533439,1.558121248063883,0.3946992430753686,Iris-setosa
+114,6.433316492028018,3.2037814958777706,4.918286892639636,1.5738713616399465,Iris-versicolor
+115,6.0629847843045965,2.986205351093607,3.9364695467816597,1.244087742580513,Iris-versicolor
+116,5.039044132860577,3.7161940906443816,1.7082703632925504,0.38425852667762433,Iris-setosa
+117,6.530662258325439,3.065185497783239,4.478141477318844,1.4646634021469085,Iris-versicolor
+118,4.390392172087799,3.0468884940286203,1.307742020083675,0.1792482972358685,Iris-setosa
+119,5.914831813344356,2.4150240211929828,4.939085168419502,1.6294530640272227,Iris-versicolor

iris/tvae/0/12/test.csv

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

iris/tvae/0/12/train.csv

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

iris/tvae/0/12/val.csv

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

iris/tvae/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.383110119729594,2.773386652505089,5.150746029933329,1.7104513639653174,Iris-virginica
+1,5.1844155919416,3.4415590548962163,1.2518354635265692,0.21011602473952315,Iris-setosa
+2,6.6514964856153,2.8194673269589527,5.038427829117465,2.193326978854937,Iris-virginica
+3,4.711675145048558,3.1091530029330805,1.5882935263142761,0.29762088196687736,Iris-setosa
+4,5.487766520742343,2.0693256988194433,4.420053740590155,1.195364856538691,Iris-versicolor
+5,5.823489841460086,2.515234911447644,3.60655800164332,1.2197596407268296,Iris-versicolor
+6,5.677547892659996,2.761947815756817,4.262546546612675,1.403538521623452,Iris-versicolor
+7,5.309668727165735,3.3643652335155094,5.336856576495263,2.2071712408909234,Iris-virginica
+8,5.197298087475627,3.2104402240359358,4.5353649413297354,1.458199929960092,Iris-versicolor
+9,4.933691068224163,3.191370150399569,1.3238055050008946,0.20423435875791063,Iris-setosa
+10,5.130504593676994,2.468765621485205,3.3329229443950967,1.1065641908468868,Iris-versicolor
+11,5.731547779399148,2.4136044356582325,5.452743907513661,2.0994036929413,Iris-virginica
+12,4.83692161140957,3.374921600955159,1.3436241770057646,0.19948646396381486,Iris-setosa
+13,4.762244677541523,3.2531410736930977,1.4810720175821424,0.2015698428139906,Iris-setosa
+14,6.655984438024354,3.080607935398595,4.75588295005322,1.5108621620978777,Iris-versicolor
+15,6.815617936200683,2.8025833943815917,4.777520991903039,1.5383934758928552,Iris-versicolor
+16,5.079759107153703,3.221270350931125,1.3229537252936119,-0.01110884109138266,Iris-setosa
+17,5.153556422269288,3.0715286019758903,1.7162765097143997,0.1659878292261791,Iris-setosa
+18,5.134187673903792,3.8844478095656827,1.359149302640469,0.2429771753669471,Iris-setosa
+19,5.037646554830452,3.2396749523854513,1.4934213285742968,0.10873255966036283,Iris-setosa
+20,6.14697653611681,3.143507210504334,4.738422509993476,1.6397667269540084,Iris-versicolor
+21,6.005254935300937,4.013158810935084,1.973051329059103,0.41299376202142357,Iris-setosa
+22,7.385765166810384,3.3230530195709034,6.398965829535761,2.0649198349214384,Iris-virginica
+23,6.323603049344727,3.2186247810367994,5.232368334582672,2.2092315240617153,Iris-virginica
+24,5.124312523214383,3.13549570446168,1.6509418608626674,0.3186685769754822,Iris-setosa
+25,7.28974475661803,3.2126431325492693,6.254007298617859,2.307244613726044,Iris-virginica
+26,5.6611268910029455,3.1547923836788776,4.277092102767087,1.2664287061256057,Iris-versicolor
+27,6.507783205895106,2.929794383636545,4.786127400813966,1.5996337830292249,Iris-versicolor
+28,6.6026702364204075,2.670221552347181,4.949131805414528,1.900688773652253,Iris-virginica
+29,4.892032065344618,3.667188650632755,1.5143090278438014,0.11330167687428178,Iris-setosa
+30,5.735024619415484,2.6167189448857746,4.1253796016157676,1.2406438298700513,Iris-versicolor
+31,5.269254551477496,3.21982113331567,1.2647907336078152,0.3028309084181644,Iris-setosa
+32,6.032943372546681,2.894979161925371,4.4729973358362205,1.3594624588415813,Iris-versicolor
+33,5.04386220242004,3.341455060713828,1.5843948299623194,0.22581114666308208,Iris-setosa
+34,4.983797597390205,3.164142066826562,1.113258549816129,0.27172397886303984,Iris-setosa
+35,6.643616016862374,3.374682970611025,5.009101525386203,1.449943325962168,Iris-versicolor
+36,5.3284051579101614,3.9685069474852166,1.620431018832409,0.26981497290007483,Iris-setosa
+37,4.866242325769059,3.392205493163459,1.5667663198691208,0.34079565731250594,Iris-setosa
+38,4.820594646927161,3.51698872940942,1.7911272948409134,0.3843744200658195,Iris-setosa
+39,7.768036457733908,3.417059862746874,6.954793402515914,2.0912588891972583,Iris-virginica
+40,5.774529618947096,3.04595825981764,4.200816873785176,1.3547502547406816,Iris-versicolor
+41,4.796539545473737,2.9607403505071153,1.4045815385759068,0.2480238426298485,Iris-setosa
+42,5.173031520324883,3.4736301712353743,1.5424684817701348,0.3322790227872762,Iris-setosa
+43,6.2426628938496505,3.09258929348006,4.918177786084423,1.710207277500579,Iris-versicolor
+44,6.351791473574058,3.1066997061753634,3.878165896074258,1.3193934210199696,Iris-versicolor
+45,4.481060873668772,3.4409051328465834,1.2057612909759827,0.27560744271150034,Iris-setosa
+46,4.6475669975064156,3.0141790398814963,1.7644248722225604,1.0595035769010104,Iris-setosa
+47,4.82375145133165,3.062274785095241,1.4589899768997394,0.14767842972262277,Iris-setosa
+48,6.326159727413249,2.9927006335469675,5.343058214771927,1.9744515078587774,Iris-virginica
+49,6.407284463394325,3.1711529976040285,5.196102610050517,2.146965900246898,Iris-virginica
+50,5.28035159164122,3.145573897556871,1.3953838428936498,0.25803150956689247,Iris-setosa
+51,6.239951788915613,2.843553185145526,5.19294586653799,1.3645252543722564,Iris-versicolor
+52,5.841197948123449,2.366662142135513,4.064798850810986,1.3043292153697839,Iris-versicolor
+53,6.32276175202419,3.009693111053592,4.848414550747503,1.5767459448707035,Iris-versicolor
+54,5.663868293300252,3.173043383409401,1.3573101889269232,0.12334069241429785,Iris-setosa
+55,5.068029761011484,3.419367485109884,1.6668236685038258,0.3775093282318533,Iris-setosa
+56,6.7633018434708765,3.202861886280534,5.185222144217696,1.9317609007627843,Iris-virginica
+57,5.1478525096717815,3.1055217256347745,1.2940378386056348,0.35956053703432,Iris-setosa
+58,5.085525634734402,3.256845054666191,1.6173257626770623,0.2789235475357138,Iris-setosa
+59,6.155919531402736,3.2843121317590045,5.066327814840379,1.7490690544338496,Iris-versicolor
+60,5.525810209605816,2.604903201012157,3.8086790040093685,1.246630709060614,Iris-versicolor
+61,6.496797004963112,2.50390081975636,5.1766052324727125,1.5934131002729746,Iris-versicolor
+62,7.5491963333665035,3.458020173550328,7.113130675281154,2.2206218657501813,Iris-virginica
+63,5.086248598901175,3.351302302400815,1.6041448653304176,0.42804188236092844,Iris-setosa
+64,5.91346142439196,2.5986958073353668,3.864263982391109,0.984598072276594,Iris-versicolor
+65,5.07897459124666,3.587971909301065,1.7802895308777067,0.2933234197981907,Iris-setosa
+66,4.5231294527258195,3.117241160064373,1.3322421114256269,0.18988111221059256,Iris-setosa
+67,5.178014970366873,2.741396725713745,4.161906725540608,1.4690379672789773,Iris-versicolor
+68,7.541880027657456,3.092075693765904,6.416855960304553,2.2421617405700225,Iris-virginica
+69,5.444030845957538,3.3323365152430315,5.646520681483047,2.2614268133598685,Iris-virginica
+70,4.950741225546093,3.2509771813176993,4.812770515939706,1.5298738170843909,Iris-versicolor
+71,6.285539873542143,3.015326757421812,4.978286586454206,1.441879359629251,Iris-versicolor
+72,4.915567194483341,3.369372457667312,1.5074782738656294,0.06456189787502542,Iris-setosa
+73,6.470277587770116,2.981774822791063,5.655170276966893,1.6957007833797146,Iris-virginica
+74,4.87940516672614,3.180676801493235,1.6185190761145256,0.1503546936122942,Iris-setosa
+75,6.704001742738941,2.929440051604054,4.265157166373835,1.5608175574554952,Iris-versicolor
+76,5.838380597699743,2.7540937997433814,4.226357586752874,1.0933064190542152,Iris-versicolor
+77,6.294566941440722,3.109427211456566,4.489655531827737,1.357710092820674,Iris-versicolor
+78,5.515814333351067,2.557446195739242,3.14128059820946,1.275667635042563,Iris-versicolor
+79,6.376443135305559,3.174153108486112,4.6249509124013395,1.641307408017865,Iris-versicolor
+80,6.390692263363348,3.2674671691690285,5.215505727071155,1.435786443875711,Iris-versicolor
+81,6.128231808179879,2.9347204587936067,5.125185854395066,1.771082725918803,Iris-versicolor
+82,6.162506797901383,2.873702067701204,5.291289272168961,1.7796221844034532,Iris-virginica
+83,4.953421789312258,3.152485528011857,1.513394757126959,0.07952600403742363,Iris-setosa
+84,5.593026145902489,2.4435389450240095,4.1025855697185065,1.0517484361930427,Iris-versicolor
+85,7.215590350215303,3.8460913868543085,6.465270444599684,2.3177161364115957,Iris-virginica
+86,4.435516354621455,3.12520046152811,1.4429316654485693,0.12979330280284979,Iris-setosa
+87,7.033292182971273,3.268290672841099,6.09140925097728,2.2888308712484884,Iris-virginica
+88,4.936112364936429,3.4117866300279185,1.442942565131768,0.20112350423631592,Iris-setosa
+89,6.240154401962409,3.113899279142145,4.688599177993699,1.2439284651408444,Iris-virginica
+90,5.811032312927499,2.9847412415782375,4.480176563056533,1.5581074974904514,Iris-versicolor
+91,4.798608598920049,3.0693753831529555,1.3782359379821107,0.2109630864294787,Iris-setosa
+92,4.745216336532998,3.076075466066201,1.5006630632549611,0.17668415146472247,Iris-setosa
+93,5.036902027032965,3.1936710861455624,1.2594248242311474,0.06255207641394,Iris-setosa
+94,6.43004859597027,2.759408702067,4.4107184521217615,1.2096245944675157,Iris-versicolor
+95,6.191095443605266,3.173067948700707,4.241952735655097,1.5028728086091498,Iris-versicolor
+96,8.191407097426499,2.618039766479572,6.930353983298785,2.1097184115588705,Iris-virginica
+97,6.098323049419827,2.8550508676891035,5.399460678166788,1.6567313894000901,Iris-virginica
+98,4.561647831619149,3.1843872778589786,1.6352438967550533,0.06442640031650199,Iris-setosa
+99,4.611859855643772,3.206082662071872,1.3915161468232138,0.19493882893842016,Iris-setosa
+100,4.232741638731596,3.0077020806642336,1.5740405418022296,0.24207450703479744,Iris-setosa
+101,6.2626594922082015,2.882129915403678,4.365351342381652,1.4805316330198859,Iris-versicolor
+102,6.474801468323199,3.3628166509893322,5.703912979255671,2.427671476019869,Iris-virginica
+103,6.411956434442578,2.7972881971825587,5.1774427288109335,1.9385729089300783,Iris-virginica
+104,6.703428192021489,2.768176537908813,4.731716639350956,2.145627516199207,Iris-virginica
+105,4.732411057174116,3.0679171240067835,1.4651051745382364,0.10896553737294512,Iris-setosa
+106,5.9631192623282505,3.4241689805006947,5.314077698057688,2.1720383538395382,Iris-virginica
+107,7.023002969740812,2.469030181637785,5.573297989165758,1.9482279784730383,Iris-virginica
+108,5.847390820778673,3.273394692326315,4.749110812229207,2.0452108351959053,Iris-virginica
+109,4.919363921695036,3.232402884862997,1.5600874754283545,0.12317985966861722,Iris-setosa
+110,5.148736198426169,3.2709990927906336,1.4184149917646203,1.6256043765982944,Iris-setosa
+111,5.8261230463723495,2.8440779448887703,4.665859229639332,1.4912374622499143,Iris-versicolor
+112,6.202996303928608,2.432768289048596,4.892720801395596,1.7736610730800966,Iris-virginica
+113,4.893915865003254,3.1650698598403664,1.5518782523224055,0.13554053464007773,Iris-setosa
+114,5.162683852824873,3.3074662120794245,1.3913221879426578,0.2815500918693959,Iris-setosa
+115,6.392391488044436,2.547394296301074,5.533457464805306,2.026262454039167,Iris-virginica
+116,6.595838615174231,3.4035435212403655,6.310226213519329,2.423104339464974,Iris-virginica
+117,6.798895552136168,2.8599574759815543,4.859638346744792,1.44284134158663,Iris-versicolor
+118,4.803792724033289,3.3476166177593387,1.5539760908270392,0.20496743659349248,Iris-setosa
+119,7.946003225405299,3.200846344812275,6.378117111777969,2.279693803260591,Iris-virginica

iris/tvae/0/13/test.csv

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

iris/tvae/0/13/train.csv

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

iris/tvae/0/13/val.csv

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

iris/tvae/0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.324322007409619,3.9710528287396163,1.6578780814971328,0.43469378714250695,Iris-setosa
+1,6.169248105915661,3.1576590635586035,4.586988973000126,1.5590963859697582,Iris-versicolor
+2,6.532357008917492,2.872581836191194,5.312843924654211,1.921787685612904,Iris-virginica
+3,5.008132973382732,3.336143553181122,1.1807093265514297,0.1992926608041102,Iris-setosa
+4,4.420573705747994,2.920806218393936,1.5456309683962413,0.10087235474965217,Iris-setosa
+5,6.206811505333975,3.084192872648206,4.836029449573543,1.2539950934144057,Iris-versicolor
+6,5.980308439889214,3.2260183249450414,4.968243565856287,1.3919158147478148,Iris-versicolor
+7,5.269389366197649,3.5724558635259003,1.6061662071788598,0.5275864109252121,Iris-setosa
+8,6.3033971699514515,3.078645096975851,3.957709606514851,1.2884351781367271,Iris-versicolor
+9,5.074405895848727,3.323290393215044,1.3114707576296796,0.21104399548847302,Iris-setosa
+10,6.482842536313346,2.9606742874934104,4.632368087226589,1.6966269708351884,Iris-versicolor
+11,5.61854390098593,4.0395037347247245,1.941880000664746,0.38249684273354123,Iris-setosa
+12,4.236746214031437,2.907538676503355,1.2727160930359462,0.13251626027457092,Iris-setosa
+13,5.1816710641321135,2.4869490818615194,3.53996207764873,0.991509701197529,Iris-versicolor
+14,4.907609297973304,3.411023096201723,1.3395449919655658,0.14634306522838916,Iris-setosa
+15,4.641895413540686,2.9578022859614053,1.2187122760467113,0.21554448475403587,Iris-setosa
+16,7.148323731323639,2.5988006844649747,5.232344633465481,2.0886921397330562,Iris-virginica
+17,6.533676508993207,2.9985286169185743,5.115718104615708,1.7343211148415447,Iris-virginica
+18,6.304610490088011,3.146937137974623,5.022026133693066,1.9901222039816242,Iris-versicolor
+19,6.2225596832488534,3.4110111379612342,5.660299090741975,2.4201481202460453,Iris-virginica
+20,4.475888487221609,3.1664829287950362,1.3664289545418418,0.15999996532868063,Iris-setosa
+21,5.596804299088103,2.796844010764616,5.233861390231933,1.7225044036147954,Iris-virginica
+22,6.2660585203528445,2.4298077551541595,5.80342207352152,1.9896587986526098,Iris-virginica
+23,5.106755485998788,2.8184829369888758,1.3947127174098501,0.019835713396945398,Iris-setosa
+24,5.729574361117372,2.537226123038215,3.8081573765597776,1.328625039042832,Iris-versicolor
+25,4.8938470912957435,3.291186709208225,1.2846531033317043,0.21014118081990374,Iris-setosa
+26,5.872606307383807,2.5412387771391898,3.579322289686985,1.5398001748842851,Iris-versicolor
+27,6.262499919815321,3.078170973617058,4.817340199533981,1.495773944479472,Iris-versicolor
+28,5.517411915847039,2.3987704790812274,3.8969483297564147,1.3971421983482193,Iris-versicolor
+29,6.470725015779145,3.218944657540724,4.565753009693515,1.733000744090473,Iris-virginica
+30,5.402058759984043,2.7189959686735046,4.614188317909442,1.1399806277270161,Iris-versicolor
+31,5.414322572593305,2.086468538958392,3.5787643665632203,1.0887393332288486,Iris-versicolor
+32,6.588062924586253,2.713443134629635,5.094637341963625,1.7090432092293704,Iris-virginica
+33,5.451493119807039,2.8884679850789,4.542007877146023,1.2601658078162363,Iris-versicolor
+34,5.089383117819239,3.556427531793502,1.5630375944375268,0.17298965112546752,Iris-setosa
+35,4.652947651897517,3.040837388146055,1.1357864987330815,0.1648548824456822,Iris-setosa
+36,4.462504791417174,3.156134311767526,1.3024071772119035,0.22655090011293588,Iris-setosa
+37,4.5244631423814905,3.2947955553729438,1.6102876531547814,0.26084191645909127,Iris-setosa
+38,4.646564666335107,3.083181833475269,1.5774342359589248,0.16856937580782064,Iris-setosa
+39,6.5857457606502665,2.769308984404104,4.484812777345516,1.425053780502317,Iris-versicolor
+40,5.1944626625290145,3.5744894359639954,1.4228377044841485,0.294716177519612,Iris-setosa
+41,4.9060523167548995,3.4660256314256963,1.13524417311777,0.21123843146814625,Iris-setosa
+42,6.168154330884271,2.4922329625898536,4.292329154889201,1.4048759342540975,Iris-virginica
+43,5.667710654480876,3.066125742129939,4.0822938727935805,1.3035797603032446,Iris-versicolor
+44,6.64781747077107,2.6086568671135173,5.174466745063481,1.830170169045507,Iris-virginica
+45,6.303931439232856,2.99689144307216,4.586426144435182,1.7236921845137771,Iris-versicolor
+46,6.81886611985122,2.9349671008010008,4.144537200994522,1.4895086147001655,Iris-versicolor
+47,6.814330505134123,2.845220686007608,5.215102855940488,1.81893901666621,Iris-virginica
+48,5.116379860018946,2.095196894430367,4.084063501451966,0.9442349854794544,Iris-versicolor
+49,4.6990727932579075,3.1439404783600975,1.429135668257831,0.3052108624947394,Iris-setosa
+50,4.817874547820303,3.342942885519224,1.4250771723317532,0.3134127817350201,Iris-setosa
+51,4.746818587144648,3.1953843627840923,1.8596961291487974,0.12302167156265822,Iris-setosa
+52,6.749671551437647,2.935712698941348,4.369267972427688,1.395923412611753,Iris-versicolor
+53,6.354059958107578,3.3250413599620505,4.851445325370269,1.9302916940167085,Iris-virginica
+54,6.499619083606238,2.641677182613434,5.643605150599212,1.982949316882555,Iris-virginica
+55,6.95767968984917,3.0384324503590245,5.195868280738089,2.2009577905625166,Iris-virginica
+56,7.278261138022687,2.874197084329942,5.359060424916961,2.3981144536756713,Iris-virginica
+57,6.986880682968849,2.5418238722290463,5.285008653280765,1.7472147570987706,Iris-virginica
+58,6.55063561371662,2.8437436950801476,4.5889435931898435,1.3087417212052266,Iris-versicolor
+59,5.1866716739929535,2.179453368244149,3.4006933574465674,1.1309375913663064,Iris-versicolor
+60,4.951034771821654,3.528142294634534,1.599628154033337,0.2500437253924969,Iris-setosa
+61,5.886931115364203,3.0936012874403374,4.684593995289858,1.8577308613757393,Iris-virginica
+62,6.345291725531833,2.718211729457818,5.116147772275441,1.7392529923470288,Iris-virginica
+63,5.637886337679143,2.31042023420336,3.85259228840214,0.9284546481521915,Iris-versicolor
+64,4.56017030899353,3.3518372243026686,1.4191812480991466,0.21593950746547294,Iris-setosa
+65,7.333319705711662,2.2632619955580253,5.717433007261143,1.769890291081177,Iris-virginica
+66,6.436700925721097,3.053028259027823,5.179628916618915,2.148590826592425,Iris-virginica
+67,4.955943525555385,3.4225655941136712,1.471688496003887,0.19144887321501258,Iris-setosa
+68,5.59699395900726,3.8304804684568845,1.41317126194918,0.2930862734310736,Iris-setosa
+69,5.095974337038069,2.757275312543041,4.292388470134395,1.6071671408572796,Iris-versicolor
+70,6.162377179648393,3.0774461539581757,5.829188404701955,2.1978447090257704,Iris-virginica
+71,6.856144619139093,2.923074687208014,4.881535545882449,1.6623839156647582,Iris-versicolor
+72,5.374398408894735,3.3848706590091213,1.7499388983808202,0.3707476638868585,Iris-setosa
+73,6.540219723041777,2.9756971191655324,5.144582090888095,1.983208955803015,Iris-virginica
+74,5.573816259138829,2.5338765741838856,5.35523312882067,1.8334805180091491,Iris-virginica
+75,5.063586219512304,3.0702536038293515,1.4344125324140924,0.10117406150607336,Iris-setosa
+76,6.3367883700816305,3.0555010870354793,4.777693634669775,1.4670353545150177,Iris-versicolor
+77,6.732943395660248,2.662876113655271,5.41239280314819,1.55191493711429,Iris-virginica
+78,6.217900563004396,3.1281573622395555,4.977941550962538,1.6794441926215173,Iris-versicolor
+79,5.48566469040903,2.506160880736325,3.616482573000149,1.1147860157821152,Iris-versicolor
+80,6.740682116677531,3.26297081918306,5.683706735529214,2.200291886682954,Iris-virginica
+81,5.27597176046429,2.946109679303275,1.0951602115040235,1.209844566091153,Iris-setosa
+82,6.275153968800755,3.392134398598925,4.944629809399496,2.0343247520166474,Iris-virginica
+83,6.765683608029298,3.0491635906891896,5.719025205121651,2.158966133924485,Iris-virginica
+84,6.694817194417484,2.810690861895522,5.396049833515116,2.3513102159556585,Iris-virginica
+85,6.689000576219315,3.3412221442875993,6.32517348114307,2.323139036930758,Iris-virginica
+86,4.807066499375683,2.9510383842164303,1.3386669799101811,1.381226110967846,Iris-setosa
+87,5.2770967768585235,3.4320259870174805,1.3956179982376908,0.27802783305256923,Iris-setosa
+88,6.221244180276521,3.290226194554156,4.720423858570071,1.5456284083748257,Iris-versicolor
+89,4.956249495940856,3.4198538996615007,1.5584722771084578,0.27488830126458963,Iris-setosa
+90,4.5158560181312595,3.0889935404028477,1.2681280354228295,0.0648425806100201,Iris-setosa
+91,7.282482221917801,3.205549881108929,6.197693688531758,2.41253778038317,Iris-virginica
+92,5.14900419588908,3.784747600449342,1.6437284852157656,0.09077682277584323,Iris-setosa
+93,5.1009795453466555,3.209719460549072,1.4320407040175287,0.1269544657582839,Iris-setosa
+94,5.014102023738573,2.9804104860885365,1.255688021508115,1.4024682863203533,Iris-setosa
+95,6.0578443584923765,2.62355383686831,4.960843809861842,1.5371396530165922,Iris-versicolor
+96,6.338269966000064,2.8661094291573024,4.245152635446935,1.3287012340150808,Iris-versicolor
+97,6.552214111600418,2.1030945906128005,4.936882844990753,1.6932034250137844,Iris-virginica
+98,6.381379664857295,2.7572919050478366,4.926685332087952,1.7511059828254114,Iris-versicolor
+99,5.177137408384509,2.992480811063644,4.661566135495983,1.3950993078070848,Iris-versicolor
+100,6.2387253106871645,2.565912275575057,5.393284934751268,1.989922865423002,Iris-virginica
+101,4.776499163792905,3.1424111335314566,1.4042838258093893,0.21193542049285838,Iris-setosa
+102,5.605436291490337,3.8344761985165254,1.6581152300238255,0.6067193473172079,Iris-setosa
+103,6.582406382380292,2.985405514536456,4.928667438201892,1.9509055832997875,Iris-versicolor
+104,5.211537451799455,3.2912523926203656,1.738223361127175,0.4461167041057179,Iris-setosa
+105,6.3656294821011885,2.9290609001957244,5.031854268784275,1.6720245600379937,Iris-virginica
+106,4.757374669650229,3.0565965957656616,1.350615489070084,0.13525237216324865,Iris-setosa
+107,5.010119435585952,2.354996439673077,4.259596357317233,1.22258544085374,Iris-versicolor
+108,7.134503561123248,3.5091805159558294,5.866490807957552,1.997570461841567,Iris-virginica
+109,6.66183368736258,3.4950097522898886,5.660287379293035,2.3345786285344827,Iris-virginica
+110,5.053789944910955,3.360452072704107,1.6244756907260107,0.29376763404224526,Iris-setosa
+111,4.997061115451871,3.4300630716051397,1.6759291601286321,0.369089560253505,Iris-setosa
+112,4.9273560391496085,3.2691112690797324,1.2832160035853297,1.7325562912000236,Iris-setosa
+113,4.931170907411519,3.1619193848984386,1.4426017244403926,0.29562052034897435,Iris-setosa
+114,4.76611527140636,3.338508997931807,1.1402706910819715,1.1349704328909522,Iris-setosa
+115,5.020098137684894,2.4844350489958593,3.929935501364477,1.1235871897250496,Iris-versicolor
+116,5.975028110898387,2.2329801162776945,5.416645961582392,1.719129826122199,Iris-virginica
+117,6.410937666259406,3.142563691061387,4.893117045602306,1.3750081258213198,Iris-versicolor
+118,6.06252747932737,2.7320566492609117,4.717469213666998,1.697843712123648,Iris-virginica
+119,5.075876907554676,3.22638779755783,1.334947148477414,0.24045128614450398,Iris-setosa

iris/tvae/0/14/test.csv

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

iris/tvae/0/14/train.csv

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

iris/tvae/0/14/val.csv

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

iris/tvae/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.465685475868488,2.395725175285156,4.148872212203799,0.9283777356434285,Iris-versicolor
+1,6.739669424034395,2.746312022850366,4.56598859659277,1.5363269272890454,Iris-versicolor
+2,5.685646014871238,2.813855381339029,4.352793346130792,1.5660980142157988,Iris-versicolor
+3,6.143500550335099,2.7564426439744736,5.1821073221206415,1.8294974737402006,Iris-virginica
+4,5.296057392649922,3.2696647501430602,1.4437341803118886,0.08428204741516959,Iris-setosa
+5,5.834284634922027,2.770476685813716,5.27987684959883,1.6697931952904663,Iris-virginica
+6,6.246714337006247,3.161608803188482,5.511173800911975,1.9120776158065143,Iris-virginica
+7,4.87024179122223,3.2990769037061076,1.5444846647129757,0.1336305064059725,Iris-setosa
+8,6.313808117693619,2.0615448564363392,4.983403132662168,1.3682215011126064,Iris-virginica
+9,6.425908534306617,3.061138416531283,4.8565802751394545,2.1592918377246,Iris-virginica
+10,6.362922493315317,2.940727676631014,4.530997614667564,1.904375263472718,Iris-versicolor
+11,5.109615006811227,3.188137583126517,1.5244447364480602,0.24359072494504228,Iris-setosa
+12,6.8881298119416146,2.9182329851276587,4.161909943326104,1.59149638178692,Iris-versicolor
+13,6.522114125572432,3.1406723059241632,4.607147740941151,1.471289453159595,Iris-versicolor
+14,5.1008006731340245,3.494720962970212,1.7994271384242009,0.4722099362363011,Iris-setosa
+15,6.5491258636921525,3.115790194462112,5.2453096108614865,2.0912886340755055,Iris-virginica
+16,5.152956472943865,3.3891392026866187,1.568320151849139,0.5460363139946236,Iris-setosa
+17,5.619356847441675,2.522732328661489,3.9634876451875876,1.4383141814113087,Iris-versicolor
+18,6.653024641151062,3.1339518776812576,4.8445943537310425,1.1541091442361766,Iris-versicolor
+19,5.610272320671102,2.252965729882543,3.82698338375656,0.8974850546509116,Iris-versicolor
+20,4.9529857373900175,3.130321794812457,1.3405086195948086,0.19472092159520882,Iris-setosa
+21,6.234196329870373,2.8997559259400987,4.014445323558896,1.4018657769961353,Iris-versicolor
+22,6.362496894142087,3.0027578641889567,4.243153811083673,1.3051730425406385,Iris-versicolor
+23,5.480782593535641,4.099086363119376,1.3417879659784966,0.44521249601177254,Iris-setosa
+24,6.938476592663468,3.5302956706650637,6.49881096965059,1.9524020260037025,Iris-virginica
+25,4.636483970129792,3.1890970894649904,1.5462549187677967,0.19973713166312057,Iris-setosa
+26,6.356550281532468,3.4340588436358117,5.5614753125002325,2.166156191332285,Iris-virginica
+27,5.118511558541351,3.0052921470142784,1.5050672551866764,0.1561200424516335,Iris-setosa
+28,6.462645922841082,2.924749004229533,4.658142026240094,1.4015760129435604,Iris-versicolor
+29,7.986008607658617,2.9907645259982942,6.219135226282151,1.9811254163656375,Iris-virginica
+30,6.374154605889834,3.040203250366045,3.9178816250462485,1.4227629018449002,Iris-versicolor
+31,6.006771123012388,3.1464186469416617,6.135837832600465,1.9805406250930007,Iris-virginica
+32,6.584408984539386,2.973411469580406,5.174907388237552,1.9535261123424097,Iris-virginica
+33,6.054382937523239,2.99306245668083,4.774238742321482,1.7100654099185897,Iris-versicolor
+34,5.388610334555349,3.8909787781748824,1.583062339277735,0.21073080730812632,Iris-setosa
+35,5.2803739232385425,3.994311528429467,1.3058682214541075,0.2501566706344975,Iris-setosa
+36,5.171181241101244,3.5709393891471093,1.4901776630806802,0.3534901278192469,Iris-setosa
+37,5.288968960414761,2.648535064519706,3.691730920832513,1.0400805570096594,Iris-versicolor
+38,5.4373639080073115,2.865003712573918,5.412763608990931,1.9795891886760164,Iris-virginica
+39,5.318622045153263,3.2278545750677243,1.365658752677805,0.15585533297170537,Iris-setosa
+40,7.522298612954609,3.777540109801911,6.35702635974663,2.4744678787971677,Iris-virginica
+41,5.822346578056035,3.0738662288864327,4.701399143472982,1.3864612033008414,Iris-versicolor
+42,6.566167281249735,3.2844504948708293,5.539214451215813,2.644751421691006,Iris-virginica
+43,4.954449106384287,3.1400392288879764,1.7529921566809485,0.15112244449715256,Iris-setosa
+44,6.6673220796438075,2.8752673386619243,4.568605108670922,1.6079193640611962,Iris-versicolor
+45,6.0608675437673805,2.463633869626702,4.76639366471547,2.03952182150326,Iris-virginica
+46,5.039488108632682,2.65944267961846,4.296443477156171,1.3996098169436717,Iris-versicolor
+47,6.592564622989821,2.997121604381331,4.974800313289262,1.4229472644361012,Iris-versicolor
+48,6.602203913860974,3.176664891569159,5.633646151231633,2.350922697929279,Iris-virginica
+49,5.072567027195537,3.5187222223539747,1.4336250890983053,0.4205560464121614,Iris-setosa
+50,6.0969105480386085,2.3464582563585097,3.6532071978278324,0.985569498119442,Iris-versicolor
+51,6.038471403415044,2.7280107384142447,4.054710131629892,1.103025792579666,Iris-versicolor
+52,5.402313825255026,3.4719877769801464,1.6034886618936304,0.5075097795919709,Iris-setosa
+53,4.957537294793409,3.161974857532438,1.5839318535124907,1.7775919251028758,Iris-setosa
+54,4.820610663206215,3.0675987723706686,4.945541452857118,1.3843290546168165,Iris-versicolor
+55,5.6472202613705536,3.0252439330850973,4.724619608439024,1.3125773837633141,Iris-versicolor
+56,4.5740806232690385,2.970989541330916,1.493138381829842,0.04819669498904833,Iris-setosa
+57,7.071044779937426,3.2033606189821104,5.250799251376651,2.2075516893345712,Iris-virginica
+58,6.29949254033392,2.4282597436863727,4.458814711982765,1.493396156541325,Iris-virginica
+59,5.221601718450055,3.0811381354328646,1.4351532566723648,1.1783546250473473,Iris-setosa
+60,5.225491465765542,3.311794692478628,1.660467250705544,0.3945272123444038,Iris-setosa
+61,5.427717176436732,2.843190592413749,4.377521069616116,1.2994376637320393,Iris-versicolor
+62,5.096449790188673,3.5372487732415205,1.31924631790623,0.06009648618639918,Iris-setosa
+63,4.762588860077931,2.708137884079492,4.241601718604649,1.3326584337180323,Iris-versicolor
+64,5.49297470184861,2.500478740628546,3.976740688279981,1.6061888863181835,Iris-versicolor
+65,5.103491192833369,2.4350411453886505,4.467685645551992,1.284580867764759,Iris-versicolor
+66,6.9965081751457365,3.607837759987425,5.890013284881152,2.2438685529157394,Iris-virginica
+67,5.319522375629505,3.4972719482904737,1.3662357507302991,0.44513310368642045,Iris-setosa
+68,5.672403925976244,2.6866194445350318,3.9711984706988517,0.8085896789849805,Iris-versicolor
+69,7.216163595191546,2.4169086782541562,5.526764157850566,1.9556041649705866,Iris-virginica
+70,6.374658312136697,3.336647688709119,4.932218199011931,2.239383199241232,Iris-virginica
+71,4.7382394532971075,3.655691692042337,1.430636031840469,0.2801184191088781,Iris-setosa
+72,5.090597028562162,3.1812522732948185,1.600873358782422,0.0497348738194327,Iris-setosa
+73,6.274252738763486,3.2028010048555187,4.537244962306915,1.5590785351521972,Iris-versicolor
+74,5.488336426172731,3.9032232778040106,1.7146497603243038,0.3710452676086412,Iris-setosa
+75,6.056582292001972,3.38410904321991,5.004524368184812,2.3661275775492054,Iris-virginica
+76,5.688688724753516,2.217275098934803,4.044999749031838,1.2350891572320513,Iris-versicolor
+77,6.5458654292918395,2.8576512300971175,4.785375412634314,1.5420143973927436,Iris-versicolor
+78,6.007006382888609,2.9918134959089544,4.170236398102086,1.403016664594154,Iris-versicolor
+79,6.713418550369522,2.848034199849462,4.916546254257774,1.704693426448214,Iris-virginica
+80,7.143974000148042,3.2679225642694187,6.0510457125034325,2.2059407387974046,Iris-virginica
+81,6.424304113283319,2.971973855791514,4.960840993150915,1.6406819703516418,Iris-virginica
+82,5.230054040675491,2.9923028842846957,4.63113771699333,1.4204781882552502,Iris-versicolor
+83,6.539241201713494,2.596321843701894,5.182291311455779,1.4969175675430217,Iris-versicolor
+84,5.243692285256558,3.5690209576801055,1.7671553924642303,0.49260085803837245,Iris-setosa
+85,5.026992100316751,3.2861958712869948,1.3581855849069446,0.16077441799744088,Iris-setosa
+86,5.621829834068543,2.7796399130159064,4.765807846393437,2.0096777333996902,Iris-virginica
+87,6.466178509066528,3.246340456094094,5.623156789188379,2.251744643706668,Iris-virginica
+88,5.147221718355138,2.355686901386821,3.3255645297904897,0.9457827961790088,Iris-versicolor
+89,5.421969008181007,2.5930818200439543,3.472558270423776,1.4466491293017238,Iris-versicolor
+90,5.2207338720605145,3.640132872400766,1.5381300727925709,0.4261813102502696,Iris-setosa
+91,6.056887231405466,3.503109069319908,5.458384284326439,2.651827652590062,Iris-virginica
+92,6.178091307615589,2.53891479117791,4.241323781555912,1.037950565912999,Iris-versicolor
+93,4.706212199859125,3.466310483449421,1.252223654112508,0.25623787677564697,Iris-setosa
+94,4.691212298180156,3.3067118801332422,1.2725871402734374,0.17128520277948006,Iris-setosa
+95,4.580897731284895,3.047457280772877,1.1218807878142034,0.16503501621378114,Iris-setosa
+96,5.234015217923574,2.739392581901009,4.148848102957612,1.2788068527158187,Iris-versicolor
+97,6.268847071650036,2.7326110463719373,5.319458712159566,1.968802574276957,Iris-virginica
+98,5.8829927871919825,3.0223611777122996,4.721850999502393,1.3197951317286827,Iris-versicolor
+99,6.1377425649408135,3.0076154858636945,4.851146908632549,1.6334891436161367,Iris-versicolor
+100,4.924707671797586,3.204184394278944,4.472441645816968,1.7452962533545435,Iris-setosa
+101,7.661088369102483,3.211790914357366,7.0428892112130335,2.3196607680296455,Iris-virginica
+102,6.428094589833871,3.1368143337916012,4.777968970930832,1.5580330789508443,Iris-versicolor
+103,5.657338253508684,2.7370985894043622,4.984149189887628,2.077732951093311,Iris-virginica
+104,5.228978529047153,2.931942666329314,4.440761135224059,1.3142861425219483,Iris-versicolor
+105,6.6166056235146735,2.820943517640785,5.095840601315526,1.7101157312543778,Iris-virginica
+106,4.757672944571474,3.4738547180057666,1.2960979863064643,0.16276736743671927,Iris-setosa
+107,6.814917585277632,2.8833173002458303,4.51128108630287,1.3597344614081968,Iris-versicolor
+108,7.928283441685343,3.177095910538765,6.442984958792537,1.9123287618705578,Iris-virginica
+109,5.241561341056317,3.193787271445914,1.4540814569028642,0.11491957209808346,Iris-setosa
+110,6.024712974293216,2.701068365139636,4.266062005458606,1.141588661331363,Iris-versicolor
+111,6.741850294026367,3.223556475924435,4.562874881601787,1.51239564714882,Iris-versicolor
+112,6.085536135496272,3.0068277283621394,4.467692341856191,1.6304512864063114,Iris-versicolor
+113,6.52167963726173,3.394994107664916,5.5093239341814035,2.5179187972136052,Iris-virginica
+114,6.573416675861209,2.829419922983322,5.123019715773067,1.3086030716559105,Iris-versicolor
+115,5.567266958936806,2.3939778090695105,4.74093035485965,1.8864037544884065,Iris-virginica
+116,4.891061675744972,3.071044158435127,1.6412633964185943,0.24121731028490598,Iris-setosa
+117,6.885232722604264,3.098161896935159,4.773231143173832,1.2984407206118016,Iris-versicolor
+118,6.289083354829219,2.4291728485773283,5.326929270762488,1.623979543438869,Iris-virginica
+119,7.2920274725487335,3.2083610903825823,6.189201485044415,2.219919015819739,Iris-virginica

iris/tvae/0/15/test.csv

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

iris/tvae/0/15/train.csv

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

iris/tvae/0/15/val.csv

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

iris/tvae/0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.640684592820458,3.145523503746972,1.5035016811690893,0.24440159059052236,Iris-setosa
+1,7.016439475917773,3.335210663865,6.460354599025991,1.8871376858735587,Iris-virginica
+2,6.127243998904909,2.8893141954788595,5.062589420363992,1.6934661374676536,Iris-virginica
+3,5.361976251035023,3.8441762120789833,1.3637591624187633,0.25720182419814724,Iris-setosa
+4,6.116573131516403,3.1407938979541794,4.549811372216133,1.8026568652955821,Iris-versicolor
+5,6.104643035373629,3.104129614497581,4.813532292746714,1.4796956413148983,Iris-versicolor
+6,5.572860135666939,3.1841810414406826,4.6004523336458885,1.2873297851293564,Iris-versicolor
+7,6.782681320129721,2.9269748188162765,4.323815168347613,1.3394747558302291,Iris-versicolor
+8,6.260385632885092,3.177817457806372,5.194711780932304,2.3500477488179916,Iris-virginica
+9,6.5304062550113,3.0516751707035468,4.578796103128532,1.7914746127660472,Iris-versicolor
+10,6.327957959960849,3.065947234872384,4.648419078692434,1.368972370236355,Iris-versicolor
+11,5.254803285710793,3.5019592898587093,1.589142567619894,0.3717181407679612,Iris-setosa
+12,4.834027960884473,3.1940285134602804,1.5192002214981293,0.22570866962303687,Iris-setosa
+13,6.054742898843108,3.3689107837609753,5.359370749825756,2.0112463838697154,Iris-virginica
+14,5.6557509054929636,2.5229156426106174,4.240857098392431,1.4268701593908748,Iris-versicolor
+15,5.525259439871051,3.649133622739087,1.3416540861712778,0.27289756143530475,Iris-setosa
+16,5.046531870518582,3.7261973029806352,1.67817502545434,0.3594633975751464,Iris-setosa
+17,4.509418924399473,2.864439261750672,1.349747236631074,0.219560278748618,Iris-setosa
+18,6.172803357218633,3.1331006809912534,4.915540409120123,1.732803443231846,Iris-versicolor
+19,7.286382810459033,2.8872688505156896,4.276476357838026,1.3085445905378834,Iris-versicolor
+20,5.755298645032812,3.211819962873215,4.304973944549664,1.2360199789368145,Iris-versicolor
+21,5.056178696090001,3.191750873565912,1.4304121002336136,0.22185835944453206,Iris-setosa
+22,6.831174603039627,2.843321688435585,4.020065120066651,1.6312693615519933,Iris-versicolor
+23,7.0451848926909495,2.9067713288343127,4.474943700207763,1.2917634713110129,Iris-versicolor
+24,6.69534646211355,3.08404907240916,4.836920550490158,2.1552672366842143,Iris-virginica
+25,6.517474559002061,3.273556940180127,5.8845998914463715,2.3480960606112573,Iris-virginica
+26,6.748028523927056,3.212145444342585,5.601936425813819,2.163666866544525,Iris-virginica
+27,6.502903283340235,2.8946890144302295,5.325172659624888,2.052895055355243,Iris-virginica
+28,6.424861241140645,3.379326096861879,5.096589919161947,2.394413587823603,Iris-virginica
+29,6.575645715974467,3.1050460568083054,5.312895584819857,2.0483980235142107,Iris-virginica
+30,7.77502588820887,2.388220551108829,6.745888752449044,2.394944093128327,Iris-virginica
+31,4.688357793054657,3.252866921439253,1.2955374936627537,1.3794800599246813,Iris-setosa
+32,6.81698742706428,3.0189797750296865,5.2042498860582,1.4536987128056769,Iris-versicolor
+33,5.382790774007191,3.63106214643759,1.5447028478061198,0.3654069509169169,Iris-setosa
+34,5.310944212474463,3.5644872819230913,1.2573666413316555,0.4608959445363455,Iris-setosa
+35,5.7947915131585415,2.8970869899230696,5.541521119134058,2.265922455446896,Iris-virginica
+36,6.975516915245667,3.1545529457474424,5.787122389353034,1.968821052570803,Iris-virginica
+37,5.0079390231986585,3.30725994083292,1.4858231805008841,1.7204489366578304,Iris-setosa
+38,5.08364769562238,3.818404713948098,1.2928652541018457,0.20118777483757833,Iris-setosa
+39,5.5271517997797055,2.963985872950552,4.271928326102657,1.259250151641231,Iris-versicolor
+40,6.33801363565547,2.804842945597844,4.8360178100566475,1.3166726826563397,Iris-versicolor
+41,6.146326148276418,3.294017822921725,4.942848536526377,1.7283305255529158,Iris-virginica
+42,4.624793151015071,3.4698743498812537,1.2967970879241708,0.19973377358444824,Iris-setosa
+43,5.749713217555086,2.8294705210109963,5.501543237034778,1.956051613034519,Iris-virginica
+44,4.637031487188155,3.2033729211659034,1.4943711152471866,0.2181695932772857,Iris-setosa
+45,5.266491490722745,3.4935146536123143,1.3946541193710793,0.07415451633949258,Iris-setosa
+46,6.826017975528694,3.3096457801473838,5.689285603738788,2.4231395310138515,Iris-virginica
+47,6.095379312007903,2.5888119100043525,3.8258096939216193,1.251464830309147,Iris-versicolor
+48,6.541706476163764,3.0810755812247965,4.961214119706149,1.7499422756510445,Iris-virginica
+49,5.591422818913382,2.7731943380759896,3.762390591534192,1.5375635699578205,Iris-versicolor
+50,5.50640619784946,2.9367269130414178,4.6137689326685685,1.4304466543410732,Iris-versicolor
+51,6.055069452610082,2.9586994516219094,4.382628140592906,1.563088275078167,Iris-versicolor
+52,7.768305788561656,3.3816681197227414,6.173556966441203,2.3382220488231726,Iris-virginica
+53,6.598965088689678,2.880949932384071,5.346144043604236,1.6901115506855673,Iris-virginica
+54,4.887173056283073,3.403738126804381,1.5306682456578364,0.15391301179584246,Iris-setosa
+55,5.305266697851718,3.5378214612583263,5.313510546426513,2.2523150409271397,Iris-virginica
+56,5.317588187311918,2.9596402938108346,4.6521119925792265,1.350431945000644,Iris-versicolor
+57,6.224459690383844,3.1443670969495754,4.685835692482838,1.6036641582462234,Iris-virginica
+58,4.941531553207424,2.845691307752526,4.247990726754438,1.3846128233124895,Iris-versicolor
+59,5.39585941372079,3.2130577113989207,4.849797253718509,1.799978837785486,Iris-setosa
+60,4.510608915303862,3.368427276600862,1.5695795675746105,0.1308878737739042,Iris-setosa
+61,5.087938078839057,2.7410797436479815,3.991172473822826,1.3133359636756397,Iris-versicolor
+62,4.537398595515697,3.081769013935279,1.4752328100780023,0.13545365501967432,Iris-setosa
+63,5.965095894660273,2.560833614967876,5.113553852894851,1.9497249132931207,Iris-virginica
+64,5.018146780158652,2.9331483932324485,1.3520955214496424,0.08855687485674185,Iris-setosa
+65,6.389025385725984,3.0115530214438575,4.131112820334594,1.370099804817915,Iris-versicolor
+66,4.7959542948801,3.2908615048694507,4.823246619547158,1.4045631825150826,Iris-versicolor
+67,5.694211053851402,2.8174818529381316,4.704148584432853,1.5616080770706968,Iris-virginica
+68,5.4636238127582715,3.588479482551609,1.2982965201917758,0.10283988846779607,Iris-setosa
+69,5.154773248063933,2.6107729268316002,3.107749809607779,1.0983011476934081,Iris-versicolor
+70,5.0117093456915605,3.1707598938213595,1.5214203245314006,1.3146630651011009,Iris-setosa
+71,5.204525273653004,3.3555436141657475,1.5939307812002188,0.3969942913009708,Iris-setosa
+72,6.763262050229516,2.9591540434959276,4.427571277364844,1.401415750909993,Iris-versicolor
+73,4.082999898533956,2.4641924981158914,1.187105629833483,0.21894463031157604,Iris-setosa
+74,5.47275299758512,3.9664162005463695,1.6121484224520257,0.27631221842190523,Iris-setosa
+75,6.342028246798103,2.942463762897527,5.208250947188743,1.6608611184562714,Iris-virginica
+76,6.167452194915154,3.2410403674773165,4.581860695645815,1.5847944702265306,Iris-versicolor
+77,4.872744639610147,3.4791184913105098,1.6290123728943786,0.2712028443402436,Iris-setosa
+78,4.969345709050877,3.246085455187661,1.5764171931503435,0.16673212542493987,Iris-setosa
+79,5.071731202515071,2.926156667261382,4.680368670059827,1.2570003148125908,Iris-versicolor
+80,5.41883109179452,3.4487733011604482,1.4194601382686258,0.24428860859346965,Iris-setosa
+81,6.2683761285925,3.1138698315383695,4.569219352582486,1.6424599162097402,Iris-virginica
+82,5.220005068493146,3.6090071419895806,1.4431904412320362,0.24300105372971967,Iris-setosa
+83,6.085538759422525,2.5894729458608428,4.079467835738014,1.1874449150096662,Iris-versicolor
+84,5.093412216064074,3.4537965473954237,1.4150345033309304,0.2385181639539745,Iris-setosa
+85,5.352147675181765,2.846485718676261,3.856577620170902,1.0931679348056271,Iris-versicolor
+86,5.0120038170077486,2.7498898378857275,3.835197869268132,1.0747611044310945,Iris-versicolor
+87,4.952842594137141,3.2251822008816795,1.3132274208829173,0.20935740387939475,Iris-setosa
+88,6.627704912653166,3.1397616523674574,5.194506933321649,1.5866247778316565,Iris-versicolor
+89,6.179944953858857,2.8749103268242147,5.0632680698567105,2.2095135505032064,Iris-virginica
+90,6.9330682716736565,3.055304822546799,5.269152540203908,2.2280133974258005,Iris-virginica
+91,5.283125513572055,3.0178376119980794,0.9631084096334119,1.3885695473499222,Iris-setosa
+92,5.621240604433008,2.42596427888058,4.24054057004352,1.3795426066584073,Iris-versicolor
+93,6.5637176215067825,3.2887838620424943,4.593992620599083,1.539011767546952,Iris-versicolor
+94,5.407501789830818,3.307068172604988,1.5197667947348816,0.39949865832704107,Iris-setosa
+95,7.119798355884313,2.9454114588360536,5.820582930750714,2.357918556827981,Iris-virginica
+96,6.993919525600599,3.1737795165247693,4.469761688647258,1.4050969832277864,Iris-versicolor
+97,5.759788433797435,2.403146644611608,4.224430448416659,1.3517456794379357,Iris-versicolor
+98,5.847786599316187,3.239185214228811,1.401600608644713,0.2360141525429249,Iris-setosa
+99,5.573725616066055,2.5769779468306013,3.7728306474825146,0.9766673778751246,Iris-versicolor
+100,6.183065030315536,2.4435122587033566,5.292397290082979,1.5529155556234986,Iris-virginica
+101,4.904895175214601,2.898596573067043,1.332909842011875,0.06133765501905447,Iris-setosa
+102,5.136508675983238,3.265463358491668,1.2780246847698256,1.418951946973357,Iris-setosa
+103,5.404050928134501,3.5140121752124416,1.6368410315798674,0.3608683497650613,Iris-setosa
+104,5.54504654462301,3.6442136233403097,1.8285953534873178,0.638265088728269,Iris-setosa
+105,7.344418427553851,3.1465828379276313,6.086934330646612,1.9356630917376874,Iris-virginica
+106,5.7276711832470175,3.4644102413480233,1.548768981747084,0.2919683984482609,Iris-setosa
+107,6.511185805206564,3.19445237934371,5.851755305177161,2.2684278660977526,Iris-virginica
+108,6.7256572488713555,2.6234347625655325,4.597443496384653,1.9170150630704639,Iris-virginica
+109,6.403789687549528,3.1328891372395664,4.916542663769299,2.190234680851649,Iris-virginica
+110,6.759939147881929,3.189562443756896,5.768489971752738,2.559028036205753,Iris-virginica
+111,6.532462873628118,3.1772970036885195,5.15583200986098,1.8007344175100424,Iris-versicolor
+112,6.423231257929306,2.862011808512997,4.920705853002623,1.7393860617167736,Iris-virginica
+113,6.087930435164237,3.235582786348258,5.405691672612672,1.6791308539162384,Iris-virginica
+114,5.05330916745929,3.020845787707167,1.4944673756092273,0.12119543433282506,Iris-setosa
+115,5.418165008536162,2.5750598467108037,3.145522650820232,1.1888359905159522,Iris-versicolor
+116,6.647353288020042,2.875224419741224,4.679872367433609,1.5070120622294751,Iris-versicolor
+117,5.470192507396105,2.5800672687422783,3.662204053283344,1.0881469958183194,Iris-versicolor
+118,6.44696367245116,3.0210605591971444,4.5424953859536075,1.548511282552944,Iris-versicolor
+119,5.557467930451361,3.992701035679456,1.732721769574093,0.36505934763415965,Iris-setosa

iris/tvae/0/16/test.csv

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

iris/tvae/0/16/train.csv

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

iris/tvae/0/16/val.csv

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

iris/tvae/0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.940437813175892,2.7462576537468473,4.888807206891395,1.541044585404009,Iris-versicolor
+1,4.961485812317807,3.554892267205478,1.3877457521929664,0.3310377660523457,Iris-setosa
+2,4.696897027080833,3.5287856548811893,1.5967658548164232,0.25760561919471997,Iris-setosa
+3,4.871123610155156,2.7933147585583886,1.0886218406186505,-0.06883199079760871,Iris-setosa
+4,5.2970320136265885,3.6445881225181385,1.7487000415730667,0.5009608725573201,Iris-setosa
+5,7.132172778011264,3.393756491719305,5.910772327258766,2.4568455049301425,Iris-virginica
+6,6.195967783839693,3.4388523995900533,5.002574110068558,1.4882155927878307,Iris-virginica
+7,7.060575909468798,3.194486120112698,6.657319829561336,2.2652010815691916,Iris-virginica
+8,5.797273514727014,2.4720516536639945,3.789579286441921,1.0581127470267697,Iris-versicolor
+9,5.431564631892204,2.775000203155565,3.2847988886660224,1.3191020099476467,Iris-versicolor
+10,5.283207685022221,3.2084522255362917,1.5549499226088164,0.1157676752170674,Iris-setosa
+11,4.910238787493461,3.1824994575724235,1.419148181735318,0.19571295024935284,Iris-setosa
+12,6.165923676423626,2.8602897376316134,4.715847766935737,1.3840961938378173,Iris-versicolor
+13,4.9761891070152915,3.6326850354455376,1.5449193845141491,0.24158015810443023,Iris-setosa
+14,6.667069345166752,2.9544495443533223,3.9107725838875504,1.4104889569079275,Iris-versicolor
+15,5.126775038172829,3.797302267458691,1.386921878256983,0.43466840836243226,Iris-setosa
+16,6.795920091170768,2.659474728189292,5.227655119741602,1.7659914410322166,Iris-virginica
+17,5.708328483827851,2.3744352755708795,3.4311105436827676,1.1348551924572547,Iris-versicolor
+18,5.658457164045746,3.2445351106475044,4.680626763375968,1.439816361942407,Iris-versicolor
+19,6.547358730310066,3.1233121368577397,6.259371488950825,2.3244855234866746,Iris-virginica
+20,6.56307518203443,2.066491422937744,4.749742064064637,1.6682947612854861,Iris-virginica
+21,5.2885510803748845,3.3775011683116047,1.4954521198668949,0.35728600026379476,Iris-setosa
+22,6.227572962053984,2.984734600160198,4.515764373069535,1.7125427217766724,Iris-versicolor
+23,5.533607761298007,3.171819657930577,4.86656195377578,1.4590190076142964,Iris-versicolor
+24,6.3246660355663264,3.1037469193069134,5.406350344990138,2.3739969320192915,Iris-virginica
+25,6.6329097872475975,2.4327058992708266,5.146016874267131,1.9883649441447784,Iris-virginica
+26,6.510611537840943,2.8013858136049317,5.104693495065217,2.0319257776913826,Iris-virginica
+27,5.159952958739104,3.281336844129985,5.056057171720381,1.6750550781670734,Iris-versicolor
+28,4.887999813906289,3.2344853128508317,1.5559795747563605,0.15224315319382128,Iris-setosa
+29,7.750095544903047,2.9427680335526003,6.293718037240563,2.045753911672729,Iris-virginica
+30,6.3113653247489,3.229804584472127,4.976747343590579,1.7536423699143917,Iris-versicolor
+31,6.203320011839225,3.190415258723529,5.241196308289849,1.9159619155922134,Iris-virginica
+32,5.775403721516316,3.1808125285894664,4.685254236421039,1.4836736866996056,Iris-versicolor
+33,5.151095435640749,3.4541796773035407,1.638607747215591,0.2660831148498187,Iris-setosa
+34,5.6195227637718075,3.3306349154583073,1.597780354481968,0.24274702318672103,Iris-setosa
+35,5.861876475106852,3.0008402634467695,4.05150230111279,1.4698604837333908,Iris-versicolor
+36,4.861876250544886,3.1453218510002623,1.2714238828340623,1.3470038179960107,Iris-setosa
+37,7.109480632854623,2.9496696179847355,5.281335393240165,2.0583863243236946,Iris-virginica
+38,5.6220697445358745,3.095618598694525,4.507278689618936,1.510419662895556,Iris-versicolor
+39,7.01608734955527,3.040020162285397,5.878503698181078,1.8171091449528973,Iris-virginica
+40,4.843961597634269,3.542538697062488,1.3569631357629879,0.39968802000634296,Iris-setosa
+41,5.250639319390343,3.0844399018707676,1.1913957785230076,1.5485310359979767,Iris-setosa
+42,5.314979288439032,2.807207479424135,3.7363154246873513,0.9867793835003851,Iris-versicolor
+43,6.726479256096358,3.2615623330814816,6.038842025157057,2.5274064985636597,Iris-virginica
+44,7.605355595707183,2.809597751029554,5.7595600512400615,2.254215755264863,Iris-virginica
+45,6.253917797941239,3.4172449193615426,5.043305005652499,2.1439621762695387,Iris-virginica
+46,5.6371627320008715,3.901299199895718,1.478971951367168,0.26818619114739284,Iris-setosa
+47,5.231583945343262,2.6745901706946404,3.5589102703976554,1.2367842763812649,Iris-versicolor
+48,5.184078307668502,3.8241101327917164,1.309533547205979,0.15629139122946034,Iris-setosa
+49,5.0997507386401875,2.734435108961107,3.487198967255946,1.2223259149956356,Iris-versicolor
+50,5.289204683967666,3.3997318424084213,1.3961493813115773,0.4865822148755125,Iris-setosa
+51,6.0572958732550815,3.1958896411915134,4.908210998843491,1.43533463997469,Iris-versicolor
+52,5.125356333230675,3.324045082211985,1.3758574501862508,1.6600285999352293,Iris-setosa
+53,4.49631649051825,3.116883844400158,1.5124994610369296,0.30690828370400935,Iris-setosa
+54,6.431911585472651,3.178982746679944,4.521882269404153,1.8333803001544557,Iris-versicolor
+55,5.0581963321906285,3.0913777674177996,1.621316825049908,0.17944478807928235,Iris-setosa
+56,6.122222288807408,3.3360317643827213,5.135101714630318,1.9429645566429947,Iris-virginica
+57,6.711304307504786,3.1636649764828353,4.437089186793562,1.6638065799797608,Iris-versicolor
+58,4.839388207323128,3.6081711331024398,1.2561204019514634,0.22360046461977198,Iris-setosa
+59,7.573471228748323,3.9218637014830686,1.9829253468346075,0.2719265839977773,Iris-setosa
+60,7.116571636496009,2.985400057241073,6.2323164962512205,2.3946610590102213,Iris-virginica
+61,6.220244091621055,2.8288900774733556,4.397256740635564,1.4165702923074501,Iris-versicolor
+62,5.0998478447899,3.7103935982803624,1.4810955463720101,0.307813435715074,Iris-setosa
+63,5.869764607324676,2.8522219728312814,5.433068844102569,1.9178641611370935,Iris-virginica
+64,6.886022047202116,3.5250092075964106,6.032252814800488,2.0201995451526553,Iris-virginica
+65,4.8638900351717425,2.3893859123280494,4.219098802040492,0.10069906756085284,Iris-versicolor
+66,5.31636042979263,3.5635043689331907,1.4739906421046167,0.40452405091019716,Iris-setosa
+67,5.67937281653496,2.9120392661581267,5.284840771193446,2.1592093480977317,Iris-virginica
+68,6.76892506437893,2.6128602095782925,3.9780374470644677,1.2713737085237287,Iris-versicolor
+69,7.225037509836502,3.7257781025593935,1.9916255778693157,0.4101759001724037,Iris-setosa
+70,4.85495602460317,3.003772993478658,1.4909293473568295,0.20544911051918746,Iris-setosa
+71,6.39342695104041,3.2408730495828943,5.1139221563967565,1.5169292027905308,Iris-versicolor
+72,4.782637986800143,2.59153512496311,3.9578790613132315,0.01972912036446714,Iris-versicolor
+73,6.567742750524522,3.038874565678563,4.538707087560784,1.3939722607202907,Iris-versicolor
+74,7.588768811653194,2.941902727461485,6.600313326062524,2.1549626347689204,Iris-virginica
+75,7.0877835417501025,2.9948190432253456,5.275850954545426,2.116086455305023,Iris-virginica
+76,3.745393755277712,2.6145830422499783,0.9568814599889777,0.15243990229245744,Iris-setosa
+77,5.851129793302418,3.5602490930562336,1.5900588665289765,0.2904656488143827,Iris-setosa
+78,6.677363545944195,2.7996205459212833,4.2100295955645395,1.4000328556773602,Iris-versicolor
+79,6.339221917991445,2.557807893783605,4.736527401603414,1.3543089512664421,Iris-virginica
+80,6.436036551776308,3.011009918610554,5.280627440434784,1.739865155919705,Iris-virginica
+81,7.647047264151632,3.3397318566556677,6.3799757728526645,2.7899665794331434,Iris-virginica
+82,6.6744986407357185,2.7982828226659775,4.015379308221066,1.6168854808778326,Iris-versicolor
+83,4.761558967542199,3.2292788390080345,1.4336355636671672,0.08339393464007869,Iris-setosa
+84,5.624843019158348,3.4444696672199484,1.5948988828529531,0.3719502455578599,Iris-setosa
+85,5.571557672851961,2.921126536690923,4.435351225104888,1.1550217386722594,Iris-versicolor
+86,5.489158487701677,3.0514147844379496,1.5026240434070093,0.16144531078969304,Iris-setosa
+87,6.5081462486374475,2.8112192511914764,5.567675868648685,2.0064664305596627,Iris-virginica
+88,4.9829454269239335,3.281776734405013,1.5288282793081749,0.19984663017375404,Iris-setosa
+89,6.69130082692424,3.7429715138892825,5.542058728710673,2.5509250082285835,Iris-virginica
+90,6.182325893565168,3.0179486750092486,4.934871340812953,1.9865341958459712,Iris-virginica
+91,6.41078850062562,2.7528335988458803,3.999704109017549,1.5466646240491109,Iris-versicolor
+92,7.1331306709319175,2.9539941018518276,5.546618591109752,2.0589971567497276,Iris-virginica
+93,6.1216342875541745,2.9653866330296292,4.89153833713304,1.9334564653810389,Iris-virginica
+94,5.583757499198024,2.534866027105115,4.397590524238755,1.33034118186689,Iris-versicolor
+95,5.802981466678753,3.5252748110280843,1.2737191216363823,0.20707636278150512,Iris-setosa
+96,7.014755880766541,2.8790291202587657,4.133905649119969,1.7147926843323342,Iris-versicolor
+97,7.327005027406596,3.4613016984869565,6.465002444129404,2.236671636662727,Iris-virginica
+98,5.790583044346736,2.414424984364593,4.162470578536823,0.9122373025242682,Iris-versicolor
+99,6.652485409012325,2.6962447550657647,5.436446669353065,1.8821601152052236,Iris-virginica
+100,5.019970495193352,3.340566243232599,1.4529339509060184,0.1853091477282543,Iris-setosa
+101,4.402939417326943,3.1199003684305455,1.5081743314135352,0.1949996061602413,Iris-setosa
+102,6.430958508758785,3.1868404877384564,5.097190758167247,1.8363843007486744,Iris-virginica
+103,5.830573506028627,2.4593092884371224,5.26555769788198,1.771850424919447,Iris-virginica
+104,5.384831537570239,3.6058904346903833,1.636374931502805,0.3741891497250425,Iris-setosa
+105,5.412322622973613,3.753330396848904,1.3330222590096812,0.29889874824175516,Iris-setosa
+106,4.630037647537519,3.289408540651832,1.314302746463517,0.08203540388452946,Iris-setosa
+107,4.802747282931847,3.0848535959447245,1.5613922157306848,0.21516971218005257,Iris-setosa
+108,6.094343344635603,3.0031605610309233,4.333552627011459,1.4171514851937381,Iris-versicolor
+109,4.844774344994751,2.3281208983641983,3.802990699326913,1.1632020458309849,Iris-versicolor
+110,6.063945691939949,3.2889107640878446,4.509274729300611,1.774424125274729,Iris-versicolor
+111,4.667391748174241,3.3304241898837237,1.5070774333833845,0.2326100860362158,Iris-setosa
+112,7.10062222870609,2.746027589409789,6.114313274808598,1.9135699846991234,Iris-virginica
+113,5.601768569444824,2.78314381745815,5.00861421744053,2.04214362128427,Iris-virginica
+114,5.722843639425991,2.780829804171013,4.969197655691575,2.211549475037233,Iris-virginica
+115,4.8755428158059395,3.4486703186796843,1.653601826457739,0.20794367762331187,Iris-setosa
+116,6.485234797332664,3.1805454531246293,5.197503574254164,2.1900706568085124,Iris-virginica
+117,4.5650439269843615,3.461642981476433,1.2767570161640749,0.14350646896033864,Iris-setosa
+118,6.776155622384588,3.028213955471646,4.508781700658481,1.7789564809310336,Iris-versicolor
+119,6.570590918093227,3.1573647712513995,4.706649231023893,1.6270114882989937,Iris-versicolor

iris/tvae/0/17/test.csv

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

iris/tvae/0/17/train.csv

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

iris/tvae/0/17/val.csv

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

iris/tvae/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.51919597979685,4.0037825330419405,1.5925946397593027,0.10789945954493868,Iris-setosa
+1,7.090026571131865,3.241971579639144,4.410719535037465,1.6568990408663122,Iris-versicolor
+2,6.561635272268274,3.1332719373534683,4.793796553878314,1.3315422466548585,Iris-versicolor
+3,4.9124416770315715,3.029658074580011,1.4640276734702489,0.0697421223891525,Iris-setosa
+4,5.254534514003842,3.360572324889774,1.7086733017819462,1.5673371816039063,Iris-setosa
+5,6.607576681337307,2.5026354510961664,4.4084851408369925,1.6062838349298465,Iris-versicolor
+6,5.151338006010289,3.3032949690121907,1.207091087065355,0.07474507054029667,Iris-setosa
+7,5.2606928758889975,3.1215284470736364,1.3204465760403354,0.2544690469231603,Iris-setosa
+8,5.67818373846595,2.4933989883655334,3.7890365893246263,1.100163369784085,Iris-versicolor
+9,4.593698850691408,2.832289495456231,1.4023886013530236,0.2951314237731924,Iris-setosa
+10,5.762653245993929,2.57231740528373,3.931934873886498,1.1027662273230268,Iris-versicolor
+11,7.295268238167397,2.9874624416841624,5.718191963700518,2.2075426607631714,Iris-virginica
+12,5.012541061676865,3.4960951986336664,1.442321553143066,0.21998696355496195,Iris-setosa
+13,6.314889023565708,3.111870895590756,4.839701569881129,1.8335369727373323,Iris-versicolor
+14,4.4809929934628805,3.0615180250954315,1.263537804316604,0.21842740271884914,Iris-setosa
+15,5.3021485958990064,3.6167922198931,1.4587037507459217,0.28005771457023804,Iris-setosa
+16,4.860634736554045,3.0794291850897735,1.3269148561020487,0.07510945718472767,Iris-setosa
+17,5.68151359779463,3.920755986714946,1.8151964533033615,0.45943157418127956,Iris-setosa
+18,6.892106913063733,3.2206338316855128,5.479448574907162,1.7906970207493749,Iris-virginica
+19,6.327621089037037,3.3102207379999817,5.109207964609594,1.924279481790529,Iris-virginica
+20,6.384958871686865,3.3116794383283152,5.106817428730605,1.816580604310761,Iris-virginica
+21,5.38686987000845,2.307102467257846,3.723288111593351,1.3427173876497194,Iris-versicolor
+22,6.409652817284325,2.607072858244269,4.615755764725532,1.2526670998219376,Iris-versicolor
+23,5.5465564446737865,2.7636080113812866,5.112267803670008,1.8811791244462757,Iris-virginica
+24,5.0678501954913235,3.201464891476769,4.352005144756002,1.4701534370707678,Iris-versicolor
+25,5.469530222393594,3.507214512780707,1.4400421329516275,0.2272448584553294,Iris-setosa
+26,5.787635254425146,3.099412138760698,5.026182017145846,1.3704646471392978,Iris-versicolor
+27,5.525893479209402,3.627028510971081,1.9131580971603919,0.4297269706808793,Iris-setosa
+28,6.7373777278692675,2.3405496787249302,5.22201507427756,1.808357089815464,Iris-virginica
+29,5.371349416572653,3.494730740290264,1.423775877105986,0.2599554220099429,Iris-setosa
+30,7.819663788854255,3.128640969046266,6.334280340508721,2.1935610371586507,Iris-virginica
+31,5.264597498594403,3.34934598576255,1.500491747887505,0.43616166427321046,Iris-setosa
+32,5.118458246319929,3.7776121272472416,1.2265319115767412,0.3412131374934047,Iris-setosa
+33,6.173185935871711,2.5008787175967364,4.626267524766964,1.6793320958041837,Iris-virginica
+34,5.302551810877846,3.564343195527831,1.4976678204570564,0.17167918631738233,Iris-setosa
+35,5.372962797209933,2.6818908708392684,3.362005660768636,1.4196821777198827,Iris-versicolor
+36,6.964077704837336,2.981792862021707,4.975034253215186,2.067361539620211,Iris-virginica
+37,8.024745596012005,3.04413745640506,7.070689053832519,1.8782716936443284,Iris-virginica
+38,4.762727006686629,3.225971409378534,1.1940716264054316,0.14412546966620787,Iris-setosa
+39,5.832539070563953,2.8089414772353,4.780833298443431,2.178191595206174,Iris-virginica
+40,6.448849771031954,3.20691544435307,5.075590348992163,1.612605435005848,Iris-versicolor
+41,5.327491990377605,3.590906574583304,1.577801114630395,0.4779971744815761,Iris-setosa
+42,6.39313299270113,3.4074013693185847,4.905521779861051,2.606643144696063,Iris-virginica
+43,6.062336385672907,2.773612964212205,4.260751546339363,1.1893190386431856,Iris-versicolor
+44,6.767435224748433,2.7537877439650504,4.831631415231684,1.5864767762088634,Iris-virginica
+45,6.363310299700797,3.270283436603705,4.576824765087968,1.7220133616135196,Iris-versicolor
+46,4.44015298928861,3.092261178820907,1.297116715005417,0.09691859668973782,Iris-setosa
+47,6.454794049891845,3.2456554265903117,5.616433707002434,2.1462671360298233,Iris-virginica
+48,6.368151868279817,2.6152638119704585,4.677411844456664,1.7461212724324673,Iris-virginica
+49,6.669244627265725,3.511306669821843,5.506457613179989,2.073340058228497,Iris-virginica
+50,6.256483657012763,3.16313442548167,4.870510630961071,1.5361658308728607,Iris-versicolor
+51,6.46974202876689,3.0344289964287166,4.878228424642767,1.9289445833476973,Iris-virginica
+52,6.458458948105242,2.961308407538841,5.1138696393210035,1.702426662497211,Iris-virginica
+53,7.399259966904641,3.0053382937466733,6.381612722401375,2.150396239951192,Iris-virginica
+54,6.087998885082293,3.2243019275291016,5.169051213553057,2.1059545167266314,Iris-virginica
+55,6.306522969419742,3.0157316212869887,5.16934057538131,1.8385116166374653,Iris-virginica
+56,5.470540483534218,4.078423520203778,1.3426782803240795,0.3482714664778271,Iris-setosa
+57,5.0250830686960875,3.352520210424238,1.74010907933109,2.20682649048497,Iris-setosa
+58,4.500087978191973,2.989517059268895,1.4085080552032279,0.15850570067649752,Iris-setosa
+59,6.495881710776064,3.184002374767131,4.905191241194076,2.2030857246620514,Iris-virginica
+60,7.161594051156328,3.40749508330938,5.945516254104507,2.4116896781560238,Iris-virginica
+61,4.965562077196673,3.4788570237517686,1.3417986401834048,0.0985369565767874,Iris-setosa
+62,5.360760953592686,3.623899854871108,1.503117163732745,0.3999151886452768,Iris-setosa
+63,5.965768120817287,2.8089247538604107,5.253262015209739,1.9187591890716482,Iris-virginica
+64,6.429109718327705,3.031144564999947,5.0992864163461284,1.95503076890888,Iris-virginica
+65,5.826984392127321,2.999878313522422,4.499600804952758,1.9798118589997649,Iris-versicolor
+66,4.898543926307209,3.4952065673079447,1.5936306936926325,0.4342690407430532,Iris-setosa
+67,4.293037103190059,3.0629798171258957,1.2065154815927053,0.28836649447995355,Iris-setosa
+68,4.691864789413499,3.034516228548016,1.256066997378933,1.3252234091890478,Iris-setosa
+69,4.620083217380013,3.484828963009051,1.4527178947445794,0.20666176542814865,Iris-setosa
+70,5.842978376857922,3.141365751393418,4.698291835840319,1.314989418563465,Iris-versicolor
+71,6.427871112031735,3.3036218499500034,4.972890866362414,1.6477977998764162,Iris-versicolor
+72,6.2249255032589055,2.4980902728880308,4.4490573987231015,1.4405757111734592,Iris-versicolor
+73,5.541582850107304,2.7202154574759034,3.81514645780598,1.3835045059577427,Iris-versicolor
+74,5.803540170017901,3.0061750910252196,4.393682106371519,1.4720489028508843,Iris-versicolor
+75,6.849469969091158,3.297139544747697,5.224133501835367,2.3213433837966164,Iris-virginica
+76,6.903718973798638,2.8883277322671566,4.146992128718813,1.4150774623001223,Iris-versicolor
+77,5.001380131635746,3.350182182707067,1.4816067069029817,1.702119878020538,Iris-setosa
+78,5.632408245635801,3.3460253895382417,1.2655899824579095,0.26269458102178034,Iris-setosa
+79,4.664591352848873,3.198651705761705,1.4249949589088198,0.16503357375834474,Iris-setosa
+80,5.319240623924471,3.822445210134839,1.430753113112201,0.6320828503779057,Iris-setosa
+81,6.454701219079404,3.2468712796547985,4.694049845436219,1.574454065255369,Iris-versicolor
+82,5.779866397504577,4.019628565567034,1.9626076271529325,0.30568328786002663,Iris-setosa
+83,5.240717313061393,3.716305890430047,1.6301872979568557,0.2947206518038812,Iris-setosa
+84,7.258123481981977,2.8933636951755335,5.564763816933052,1.9428837789740718,Iris-virginica
+85,5.168110484712987,3.745994758133854,1.430588108483929,0.2336579010479519,Iris-setosa
+86,4.919306518822666,3.937772211857219,1.6723862460962526,0.15852515306712534,Iris-setosa
+87,6.783916471527918,3.4339757390338415,5.486306993805394,2.451331956337904,Iris-virginica
+88,5.536294667189441,3.6961743555599313,1.3705148925791175,0.3524762430293744,Iris-setosa
+89,5.111618178173304,3.494472325791561,1.5166879745282091,0.5610375527385705,Iris-setosa
+90,7.5192217208366365,3.3417896457177294,6.636256628458173,2.306720601164961,Iris-virginica
+91,6.158771179026771,3.182855980510288,5.325820189116897,1.9296435550446789,Iris-virginica
+92,4.872987710459497,3.4801534381445736,1.3298719168656832,0.36693714021526747,Iris-setosa
+93,5.857095725214905,3.073685767405515,4.762199161429378,1.704814754365722,Iris-versicolor
+94,5.133799354744275,3.3720207130941917,1.6055888499037132,0.21635826859952784,Iris-setosa
+95,5.392518133230537,4.03243396797971,1.8588926028253994,0.3462168514786611,Iris-setosa
+96,5.39203253325894,3.652877583689681,1.1098930615332812,0.330822327880659,Iris-setosa
+97,6.988479232941716,3.112766893092861,4.972986383502822,1.5508048799259417,Iris-virginica
+98,4.6221108377575435,2.8074956787877583,1.3011085616040965,0.21820252538490748,Iris-setosa
+99,6.071490784233635,3.2508960420122346,4.265439447514073,1.7513828389886783,Iris-versicolor
+100,5.741377035261494,2.9494333847492014,5.267218539303472,1.199106361857961,Iris-versicolor
+101,6.680129670257439,3.0545244094116293,5.0111804302798975,2.3203821823097615,Iris-virginica
+102,7.866900800970853,2.918821397714769,6.742687450140666,2.0839230583455843,Iris-virginica
+103,6.574245911060739,2.808667670334397,5.180054859091942,1.8148661746481072,Iris-virginica
+104,5.2636193242207305,3.8036583946059874,1.6998027812243703,0.29147975833062856,Iris-setosa
+105,6.648630698210941,2.9746073648785174,4.977160362573091,1.4296606451936116,Iris-versicolor
+106,5.2699369511807435,3.88489634003927,1.4300021688715774,0.3064753357455758,Iris-setosa
+107,6.628512794823129,3.061583631260611,5.576135965511783,2.2100972663882024,Iris-virginica
+108,5.498987343797677,2.777828192377956,4.2222967637227615,1.3504037466337864,Iris-versicolor
+109,5.120484862913083,3.435791158242955,1.565564652652542,0.2250004172122522,Iris-setosa
+110,7.914872785837146,3.7353856496855964,6.8746796747222465,1.9650908413079404,Iris-virginica
+111,5.5721707721608045,3.5877607249234034,1.5165719469462728,0.05892252176636742,Iris-setosa
+112,6.916403046501834,3.5918179819158134,6.434431563576488,2.3142450315784147,Iris-virginica
+113,4.698522490379028,3.415040015861408,1.4435447346879386,0.17244265167825468,Iris-setosa
+114,5.848900798895302,2.679215322684546,4.781951845187597,2.0616649070471045,Iris-virginica
+115,5.0615280526781365,3.282977698431028,1.6693084861908327,0.17757870051839947,Iris-setosa
+116,5.730505307717631,4.074192996828781,1.4834096086199908,0.41157213360358647,Iris-setosa
+117,6.844003550098461,2.8817230780904057,4.99569088449491,1.9334066848169784,Iris-virginica
+118,6.444151342629552,3.155379086281366,5.111161356776229,1.5585313872773194,Iris-versicolor
+119,5.5191753781946415,2.5542988286171657,5.626133010654803,1.5272621925872625,Iris-virginica

iris/tvae/0/18/test.csv

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

iris/tvae/0/18/train.csv

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

iris/tvae/0/18/val.csv

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

iris/tvae/0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.21250531942707,2.453585836469413,3.6865171413395945,1.0675198449956604,Iris-versicolor
+1,6.231009954938097,3.133409572267655,4.565748416365094,1.2362298744123397,Iris-versicolor
+2,6.203609863509411,2.648502217269662,5.126777387382803,1.3408218644020244,Iris-versicolor
+3,5.431130514509366,2.5015211732137836,4.3092748038752635,1.265888395269879,Iris-versicolor
+4,4.892817373632905,3.6851807686937534,1.1189887185928251,0.23721294362165743,Iris-setosa
+5,4.631160017116402,3.1678884638916527,1.5430120420381725,0.11744712123490461,Iris-setosa
+6,5.319140170821359,3.430067466134589,1.5022020180419822,0.5210997562847435,Iris-setosa
+7,5.747169478742038,2.484957404496455,5.632016987614298,2.274512700819575,Iris-virginica
+8,4.409609181547364,3.4214051137239765,1.310353098284165,0.2129689632831019,Iris-setosa
+9,4.645698596348192,3.1699963262307325,1.3194368454621221,0.196546742420467,Iris-setosa
+10,6.009378331954392,2.9011329405626047,5.387222856536143,1.692116227658037,Iris-versicolor
+11,6.015359917864572,2.868925637120139,3.915680998883909,1.1925840177832543,Iris-versicolor
+12,7.299962749562216,3.1156447908493305,6.079826099534487,2.043151891368244,Iris-virginica
+13,6.409053912762086,2.9815119015580196,4.494497124911381,1.407138264327468,Iris-versicolor
+14,7.1935296415259815,3.3147948752558674,6.406250147132628,2.1958867183000894,Iris-virginica
+15,7.494535930437838,2.694754235789195,6.333614934163889,1.989158304836474,Iris-virginica
+16,5.792863899391252,2.5399586843926967,3.449722707295747,0.997818614728703,Iris-versicolor
+17,4.837575935261403,3.413318894122296,1.579051107825721,0.19228019108118766,Iris-setosa
+18,6.5114257143834395,3.0687567860279663,4.839153486899516,1.5407388916408409,Iris-versicolor
+19,6.366779891540174,3.142225106866812,5.105152663044951,1.985875465652309,Iris-virginica
+20,5.177357484650256,3.5033528345878646,1.32205580564292,0.24184146264133444,Iris-setosa
+21,5.269140181402459,3.2387651413949765,1.4507190000514347,0.4005488487133365,Iris-setosa
+22,6.13932360825273,2.831552262931879,4.27496029726149,0.973697476222479,Iris-versicolor
+23,5.306978495947785,3.4552895991201464,1.6783282705307874,0.35061770682534477,Iris-setosa
+24,5.071837519909418,3.3226691496648275,1.500786611001989,0.1793428183693332,Iris-setosa
+25,5.457767246367961,2.3184944887183363,3.952331977480655,1.1677330530472836,Iris-versicolor
+26,5.030825419103571,2.3573220665385044,3.9518426061793743,1.073972589001417,Iris-versicolor
+27,5.036708961318724,3.5453381570685427,1.504016965471022,0.21134630543731703,Iris-setosa
+28,4.859029071471961,3.4964147903381693,1.4450821559839442,0.25830333944917244,Iris-setosa
+29,4.50529410493662,3.3005928964206026,0.90410544287526,0.4077422245463475,Iris-setosa
+30,6.938477310896394,3.087168609875627,5.3155937058673945,2.3350058380333873,Iris-virginica
+31,5.116701037800527,3.227719461773528,1.5263855166027684,0.21411779833321884,Iris-setosa
+32,5.116390575170818,2.7318331711735397,3.9679305951987827,1.2862202265919909,Iris-versicolor
+33,4.7093459881365005,3.729672876445723,0.8437973860561682,0.13461438531249986,Iris-setosa
+34,5.353403880201561,2.438096626745942,3.9821730716709443,1.4460896814310664,Iris-versicolor
+35,6.442783645825414,2.8828829526358697,4.903740770581891,1.6994627812074563,Iris-virginica
+36,4.754563858614488,3.321107074393808,1.5323465913696483,0.30635685710093286,Iris-setosa
+37,6.684428893732555,2.9964281951160037,5.288967342578177,1.7991311399441137,Iris-virginica
+38,5.078121511027106,3.357391861672209,5.155734051135046,2.2641762517457606,Iris-virginica
+39,6.399577104879779,3.072058238115907,4.853141732890376,1.7176212764680272,Iris-versicolor
+40,5.047591908464365,3.0372391816941726,1.4415931030638454,0.20929810749103261,Iris-setosa
+41,5.299813845925956,3.7590576366319217,1.1529055009384204,0.19627863625026665,Iris-setosa
+42,4.846652701472992,3.1039691762486914,1.48502999401684,0.02749959968031071,Iris-setosa
+43,6.281119333672894,3.2692947066333256,4.866512749265618,2.0843188366708922,Iris-virginica
+44,5.976809256216305,2.543380983302547,3.9325755635775366,1.3052502502190924,Iris-versicolor
+45,5.129023271153069,3.8318736085346385,1.7541957702352011,0.184290133921595,Iris-setosa
+46,6.259790150357057,3.1569684009427226,5.091362711336257,1.2392281435061039,Iris-versicolor
+47,5.301862638832255,2.9835850565783173,1.1736164140472947,0.10639000283881964,Iris-setosa
+48,5.175543071741367,3.315584650339417,1.8654455535929721,0.42971999125054006,Iris-setosa
+49,5.131011700821521,3.3420918826520754,1.4088213564971028,0.16971709226650505,Iris-setosa
+50,7.912578018554141,2.392530084528178,6.93602222546601,2.150537967251635,Iris-virginica
+51,6.369851083960026,2.821329462671407,5.142032605965351,1.619496912625493,Iris-versicolor
+52,7.478693069148897,2.9389287260586823,6.2827277004052835,2.066739199028257,Iris-virginica
+53,5.9972192011296555,2.7859030756039473,4.417095178967193,1.350481348028653,Iris-versicolor
+54,6.152758533865102,3.0913355529837188,4.60632329597975,1.4741806552251666,Iris-versicolor
+55,6.397598478182322,2.715646799323641,5.579366840743466,1.839676053722824,Iris-virginica
+56,6.343996154770068,3.1600067624795605,4.875406435242669,1.6243883810022868,Iris-virginica
+57,4.570231932609985,2.779526205919127,1.5091302851006063,0.2196627489245678,Iris-setosa
+58,6.49032239027784,3.1739032085221415,4.664370643585059,1.5542185774607349,Iris-versicolor
+59,5.778893561923976,4.043688973501216,1.2870095840174716,0.28494180263617525,Iris-setosa
+60,7.329994491267421,2.770592840464431,5.562774620897027,2.085312590313011,Iris-virginica
+61,5.151319809989192,2.727163495460674,3.969409284501367,1.208554167286416,Iris-versicolor
+62,5.354994951084665,3.0502938511591755,4.488970968673262,1.1433105510114978,Iris-versicolor
+63,5.041965004580351,3.049934376291365,1.3664076927656934,0.18073448550428023,Iris-setosa
+64,4.954547765020586,3.200354965656092,1.4934172530982537,0.20994472906391246,Iris-setosa
+65,5.665850255660118,2.730566943564151,3.15215218219175,1.1694959588642333,Iris-versicolor
+66,6.355803757997795,2.7025462902890203,4.165286720173573,1.175259860616672,Iris-versicolor
+67,4.9797837837402765,3.6476405706419364,1.3480580770959296,0.20440514738556798,Iris-setosa
+68,5.123093394171986,3.3824140580428623,1.494475319669913,0.4118213442549652,Iris-setosa
+69,4.496386292429329,2.9530650971461165,1.4421149743284223,0.1179576926904182,Iris-setosa
+70,6.444178212131126,2.649892063493761,5.672174648882892,1.6358969449275864,Iris-virginica
+71,4.7676925929729315,3.1488134770156346,1.30295892979492,0.0817368408818924,Iris-setosa
+72,5.830668741995264,2.9910594196445737,4.512322011289317,1.4177990954495108,Iris-versicolor
+73,5.193330334065809,3.2161317249077594,1.277081691555309,0.2448394009576005,Iris-setosa
+74,7.187464729051048,3.3124179630614994,6.476445499058315,2.278068130700535,Iris-virginica
+75,5.570629477262226,2.927246440904429,4.979385197297284,1.88492102826497,Iris-virginica
+76,5.477301414663974,2.8557884911614355,3.606615108178556,1.42662669801667,Iris-versicolor
+77,6.469291924023059,2.8873232165803526,4.878634463076861,2.044227018954723,Iris-virginica
+78,5.287760473471819,1.9561299746482974,4.15766967140391,1.2476192628781118,Iris-versicolor
+79,5.944738581900004,2.792723436556619,5.265808602508649,1.5434003123692643,Iris-virginica
+80,4.6292255400055,3.0849899343250247,1.6077081004383167,0.1433228184196588,Iris-setosa
+81,6.9941429972295825,3.5164560106913614,5.8545693268433725,2.187328484467981,Iris-virginica
+82,6.669137632127688,3.125452558233424,5.000062547325811,1.7460285236662514,Iris-virginica
+83,5.813158942609459,2.752904478934096,4.406406572605216,1.22619378232574,Iris-versicolor
+84,6.412551537812404,3.4283040995530967,4.995666710764669,2.1700234483701406,Iris-virginica
+85,5.393485383402487,3.0187835394745557,4.41709179469059,1.508549013797755,Iris-versicolor
+86,5.137528106039555,3.3096227199883925,1.6395444139857442,0.3493348678892536,Iris-setosa
+87,5.059096674747706,2.7911500725763254,3.806192813103201,1.5463384200615005,Iris-versicolor
+88,6.326085411595421,3.2591769206141348,5.581044323458353,2.1349156647976035,Iris-virginica
+89,5.065792149135861,3.749007768529438,1.4159843924213447,0.34010495609128866,Iris-setosa
+90,4.873894488865312,3.04520601415402,1.4419527543634663,0.11117737112703568,Iris-setosa
+91,6.83725028037975,2.7350965972686883,5.258318133668302,1.9919258820814032,Iris-virginica
+92,5.4303189898674,2.9775961520519534,4.38528510002679,1.0927924901616963,Iris-versicolor
+93,4.942395920159454,3.0978308989192267,1.4021841333339453,0.08284954686975754,Iris-setosa
+94,6.903467571465601,2.8697637354437595,3.819171966689007,1.0864017524410037,Iris-versicolor
+95,6.585658278576814,3.2650889229263025,5.030597704110992,1.9887917573765956,Iris-virginica
+96,6.041156543022187,2.787250890698647,5.481524158503692,1.9558610990049212,Iris-virginica
+97,5.0733053090460825,3.2431565438506724,1.5129796888909335,0.232237352242217,Iris-setosa
+98,5.5135003334065225,4.154149216972892,1.3205432217239863,0.15827980928341534,Iris-setosa
+99,6.177315167860267,3.096937754017157,4.2530271416394765,1.7721795919216887,Iris-versicolor
+100,5.917235166007036,3.0430133407767155,4.513548836723703,1.5202785480040206,Iris-versicolor
+101,6.4493668318743556,3.2045348333951,4.759313982122096,1.6074967022624675,Iris-virginica
+102,5.361359556806601,3.529074687421042,1.5011727037719578,0.2538563825408754,Iris-setosa
+103,4.974402539973065,3.364980881150305,1.6534730432459308,0.45512965033205766,Iris-setosa
+104,6.362950625108245,3.017680563145974,4.888627419760589,1.5455584309866983,Iris-versicolor
+105,7.48045852265389,3.0344346946943226,6.512989139412845,2.18884684057596,Iris-virginica
+106,6.887510118939889,2.5258593765054007,5.201302690606593,1.568991780397233,Iris-virginica
+107,4.4417857002075465,2.921681110157155,1.4953514175319849,0.1957793416287198,Iris-setosa
+108,6.9365665876929254,3.2815265085258942,5.975433678544761,2.0559265638190145,Iris-virginica
+109,4.9889011504170835,3.35920163937395,1.674117718681646,0.1847352470505732,Iris-setosa
+110,5.249076655618754,3.7539134321016894,1.6864731425329473,0.19844585927833985,Iris-setosa
+111,7.07675876428406,3.5276885096289528,6.110476788895877,2.3896758402654945,Iris-virginica
+112,4.606244471865564,3.31210458177106,1.3593898584034343,0.2677516736111084,Iris-setosa
+113,5.148354747797127,3.3946597907237397,1.4929194116206177,0.09017158179331092,Iris-setosa
+114,7.752529769293227,3.886649626995902,6.5176685613630445,2.487169003213317,Iris-virginica
+115,5.449654850744896,2.6801456352568027,5.069142312533506,2.359528222904401,Iris-virginica
+116,6.667760888868938,3.144401589244675,4.289380961687122,1.477700457811458,Iris-versicolor
+117,6.602133866053498,2.6542942295652225,4.893179194977332,1.838993306399342,Iris-virginica
+118,6.418133372326174,2.940675058923922,5.33440972760878,1.886237255622528,Iris-virginica
+119,6.090443223403684,3.015729359584248,4.3233312980307375,1.3473646217887996,Iris-versicolor

iris/tvae/0/19/test.csv

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

iris/tvae/0/19/train.csv

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

iris/tvae/0/19/val.csv

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

iris/tvae/0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.234202401707105,3.112417802557024,4.597220410141972,1.981028124280134,Iris-virginica
+1,6.487703668592252,3.001431786175524,4.315911880876742,1.3987626963896107,Iris-versicolor
+2,6.067730978337553,2.7909952794039588,4.769518263756763,1.482853846941954,Iris-versicolor
+3,6.870345732683242,2.623719697539732,5.165533964747462,1.7358343021143412,Iris-virginica
+4,6.240227096527263,3.3036351991244137,5.930196251692491,2.4533171553487483,Iris-virginica
+5,6.320427112642159,3.254395795738515,5.441351501788591,2.0953215388543054,Iris-virginica
+6,5.094541973021877,2.639864967589807,3.734190133998562,1.395715894576993,Iris-versicolor
+7,5.38562548253987,2.961442848561019,4.661458055252071,1.6524252121246237,Iris-versicolor
+8,6.454532697829568,3.6882063808755614,1.9609006817411716,0.48894231245183484,Iris-setosa
+9,5.042886165170179,3.3955146132988308,1.6011016010094008,0.44089797400950603,Iris-setosa
+10,5.543469037323688,2.8442307969621217,4.030825041813628,1.4020731266158075,Iris-versicolor
+11,7.163813489805787,2.978680136024994,5.371993836737389,2.031183287062775,Iris-virginica
+12,6.4152438079061715,3.0465011176552808,4.937407574662414,1.9178443554835534,Iris-virginica
+13,5.1804840046485765,2.548250286451173,3.98452388944482,1.1984089059074106,Iris-versicolor
+14,4.775279350734907,3.3020222568557016,1.1486529191755965,0.2598964273624438,Iris-setosa
+15,5.340158703989549,2.755251094270974,5.195917697830168,1.9533741790173784,Iris-virginica
+16,5.407886811581956,2.866718038301573,4.542255174417313,1.3636636635750252,Iris-versicolor
+17,7.9886429484692085,2.7944401942596433,6.311173163127256,2.0648588394115075,Iris-virginica
+18,5.662281582024126,2.6976712085670607,3.9940850449221736,1.35700718062603,Iris-versicolor
+19,5.122533758070697,3.449278421334523,1.852014392056621,0.6180241895251364,Iris-setosa
+20,7.016598203366827,3.0861512243989053,6.338855864240751,2.377624864914915,Iris-virginica
+21,6.608128473494566,2.859744043821095,5.4148589112534795,2.016655700662554,Iris-virginica
+22,4.795089403685311,2.7873484150680268,1.1647605558577219,0.23397097106485515,Iris-setosa
+23,4.907792438032481,3.3833203464950428,1.4458692436377079,0.26873033526143253,Iris-setosa
+24,4.569086766090026,3.325850465386177,1.2457111375340155,0.04534656781710136,Iris-setosa
+25,5.006534833480269,3.8297120726471916,1.466071650279339,0.2860319714257765,Iris-setosa
+26,5.401921009484546,2.7071856827238454,3.937614094642636,1.4350885363543517,Iris-versicolor
+27,5.238899490019261,2.8802652936296234,4.128299094451148,1.30672660083004,Iris-versicolor
+28,5.601427247369788,2.72460945685613,5.109789335779016,1.863177529300094,Iris-virginica
+29,4.862874504609012,3.7017054852710114,1.4566001085798863,0.33737649271430775,Iris-setosa
+30,5.3593633890892916,2.009705219385004,2.8913291672320254,1.1401584344136642,Iris-versicolor
+31,6.043776649290538,2.4647392897236275,3.709638249653776,1.2983951127181113,Iris-versicolor
+32,6.296113932930363,2.8193167039591303,4.103662733328475,1.5345437356956904,Iris-versicolor
+33,4.859684083974331,3.0328517826340917,1.4004861029892315,0.3441773218874262,Iris-setosa
+34,4.967203035186888,3.554473956813145,1.4642356774047536,0.3887216743443803,Iris-setosa
+35,6.839424344460992,3.1569843233385875,5.313343451754261,2.3395243847261744,Iris-virginica
+36,4.669146245573936,3.162534570895175,1.5792085089356342,0.1438857389703223,Iris-setosa
+37,5.054744660034586,3.289061530331872,1.6989661872453712,1.8640958941266148,Iris-setosa
+38,6.692819163358221,3.163400208645397,4.702581212007892,1.4358214283506396,Iris-versicolor
+39,6.090592970077966,3.087072071785052,4.536270563191311,1.6061779064479955,Iris-versicolor
+40,5.4002730764269,2.552243279379391,5.643132528424786,1.7988406816937859,Iris-virginica
+41,5.795316824360783,3.131538701584604,4.0705420652571345,1.6220764636749405,Iris-versicolor
+42,4.556530518945929,3.348966715950882,1.287137485054439,0.25194720028246326,Iris-setosa
+43,6.341450307011524,2.7870203496409522,4.466025673414181,1.346315332268929,Iris-versicolor
+44,5.324819797509058,3.4783977446463346,1.4679987968553465,0.2964683090985833,Iris-setosa
+45,6.339456139004613,2.5702262376465344,5.20334897949257,1.4315080158655888,Iris-virginica
+46,7.739343450355078,2.9358321125835976,6.031933653805861,1.9683432537279653,Iris-virginica
+47,6.269463132373221,2.648327293420416,4.620267202410101,1.52360578979343,Iris-virginica
+48,5.996434988503298,3.605731089164242,4.456956993498501,1.716204595005929,Iris-versicolor
+49,5.423930797045715,3.785716028549296,1.8097685369104133,0.2155775127881997,Iris-setosa
+50,6.676743508255897,3.155232059573464,5.1552716652223305,1.8702604840808021,Iris-versicolor
+51,6.328291274215854,2.962716852297983,5.112295364480941,2.0732670243892453,Iris-virginica
+52,5.822002821145996,3.028119598465507,4.941393392123062,1.4823099628229424,Iris-versicolor
+53,5.836306578862494,2.4765238865547516,5.1245586236371725,1.9640485205452949,Iris-virginica
+54,6.491888716121872,3.0351313433586724,4.7801478308995415,1.8860028850800556,Iris-virginica
+55,6.53405265219656,2.7019360220312323,5.126453996254677,1.6507730490467807,Iris-virginica
+56,4.886906554887842,3.8172660667222527,1.4672169381690485,0.31074329283782454,Iris-setosa
+57,5.857333503521153,2.9762197067739304,4.313276510896836,1.3180969250419534,Iris-versicolor
+58,4.914626932615947,3.2285483952334144,1.3698695915617298,0.13700739597304445,Iris-setosa
+59,5.303915585894838,2.79117624756958,4.025309167828289,1.2026301014150762,Iris-versicolor
+60,7.042047222233182,3.2442600289981636,6.518991134952962,2.3948406068147787,Iris-virginica
+61,6.618595270228272,2.7662198836444536,4.766220280392799,1.3233001596512675,Iris-versicolor
+62,6.419980924247491,2.9545025161257534,4.710882838893058,1.4603841428087738,Iris-virginica
+63,4.8344150227493135,3.1826297319517685,1.378805130615362,0.12972233128911645,Iris-setosa
+64,6.779924698418691,3.031858739795409,5.738804086752337,2.297508060570611,Iris-virginica
+65,4.703469172767947,3.0991188145295605,1.2979624537261647,0.025047783439199583,Iris-setosa
+66,5.928944272409904,4.052491676989026,1.3767665809728271,0.3235352318420161,Iris-setosa
+67,5.197764269661722,3.4012082221576745,1.5930503029365524,0.27718609324734494,Iris-setosa
+68,7.113422688510623,3.4871814354061934,6.388183397115897,2.216407832859037,Iris-virginica
+69,5.642600142354375,2.769836698882842,5.006879440440437,1.9063742412465705,Iris-virginica
+70,5.5830782947387725,3.100161893193777,4.657388106087414,1.5977662353827462,Iris-versicolor
+71,5.4012901996852225,3.705404206394825,1.3285781713570106,0.48231854975593913,Iris-setosa
+72,6.300761749309319,2.938155055288657,4.477762260982267,1.6771084961368632,Iris-versicolor
+73,7.02799408377752,3.3329516508231674,6.286287461822752,2.325312508261239,Iris-virginica
+74,6.203820283997967,3.106869576361387,5.0244440632286125,2.1440953151357323,Iris-virginica
+75,7.011837776576729,2.730547326100823,4.909217859601855,1.6508543865837548,Iris-virginica
+76,4.766761965615151,3.371639074041552,1.4982818619509874,0.27031287277729005,Iris-setosa
+77,5.424574140882836,2.5784813996637133,3.7466414194537396,0.9948512699832129,Iris-versicolor
+78,5.924055053189928,2.3858503027033486,3.882350059448444,1.3618402317612888,Iris-versicolor
+79,5.895153253289709,2.904410916393263,3.9753635221943515,1.332553481181307,Iris-versicolor
+80,6.1771628866148625,2.722423426457332,4.0956587327343845,1.4104787906660796,Iris-versicolor
+81,5.240168032754937,3.532690468662316,2.083766132923601,0.562678436899123,Iris-setosa
+82,5.262573287789585,3.4628524453420706,1.4710529701974988,0.1884335789743989,Iris-setosa
+83,6.836086441541898,3.242767503553223,4.159488758350287,1.6564487150806244,Iris-versicolor
+84,6.154351949279475,2.7942917423808127,5.356284110235939,1.763659444905234,Iris-virginica
+85,5.260030903562496,2.290518253677326,3.7906258670879405,0.7693850033901932,Iris-versicolor
+86,5.121738062840971,3.5508216788807583,1.7526413306692514,0.25508487339111524,Iris-setosa
+87,5.385373929302244,3.459035015887413,1.6260753689170364,0.37521651284219076,Iris-setosa
+88,6.006210791796359,2.929188266611858,4.31281504807917,1.400656601368788,Iris-versicolor
+89,4.7423163369116015,2.9153508851352137,1.4766619435566881,0.17258411020774242,Iris-setosa
+90,6.276639797037375,3.024224652537236,4.881809096680358,1.867650222361855,Iris-versicolor
+91,6.593685240459203,3.1415227717258194,4.737016711300962,1.8846625669889252,Iris-virginica
+92,5.098596754476469,3.641880943130072,1.7485202825870907,0.251626112832425,Iris-setosa
+93,5.81841370153227,4.047415645423334,1.3366012914731153,0.2930074922882387,Iris-setosa
+94,6.337369113699351,2.774990759306541,4.702176025756174,1.4343670414455252,Iris-versicolor
+95,6.597876670032355,3.1410200345102544,4.826736229046392,1.708865506230111,Iris-virginica
+96,6.313191247874211,2.7520324878088154,4.412597773181212,1.0981792906264352,Iris-versicolor
+97,5.503490136577732,3.0354405724689975,4.495159103749139,1.2264459447880172,Iris-versicolor
+98,5.0990377283948005,3.80844391274725,1.7794572260431847,0.30272596507577815,Iris-setosa
+99,5.807270873920406,2.931604383850141,4.9020120235787195,1.4612762850407526,Iris-versicolor
+100,5.083807337140685,2.945961275943216,1.2412070427382247,0.09464045732183521,Iris-setosa
+101,6.455624133896822,3.486827264598554,5.190924121938661,1.8784260584427606,Iris-virginica
+102,4.877928722306875,2.1392328229168722,3.712949605630928,1.2165924410707265,Iris-versicolor
+103,5.613824969680428,2.962965709164531,4.689917126816417,1.097848311030317,Iris-versicolor
+104,5.22374962674998,3.7150027457228973,1.6439899486232474,0.4622988800298041,Iris-setosa
+105,6.123327823371879,2.8926167393647426,4.675232808762891,1.3116756763483775,Iris-versicolor
+106,5.098283241999604,3.3281189143730807,1.4856948400773204,0.13765254451524178,Iris-setosa
+107,5.829600557222511,2.6310593811612812,4.50760903792846,0.9670737648390717,Iris-versicolor
+108,4.6625483476601,3.1776449331566847,1.425377076710283,0.23696525853961975,Iris-setosa
+109,4.978519146660643,3.724566464807085,1.6952708109206067,0.31344161231561396,Iris-setosa
+110,6.609634272221069,3.008857013691192,4.12518715529134,1.2191144784304777,Iris-versicolor
+111,6.242678344910344,3.109494287142748,4.458502796392701,1.4637705884880827,Iris-versicolor
+112,6.588757028060577,3.1580176866854193,5.762444688906522,2.1576301442594765,Iris-virginica
+113,6.227315860292966,2.952767148390377,5.070464464750346,1.6971445390433681,Iris-virginica
+114,6.63647185084374,3.1047613413745587,6.164535183529051,2.321011504775396,Iris-virginica
+115,5.195169123068726,2.7445677050956907,3.628729562778859,1.4154909803287201,Iris-versicolor
+116,6.484196224873591,2.645648103121597,3.7735587225342537,1.026344621510399,Iris-versicolor
+117,6.295832108440893,3.2115421709789658,4.9396789237490015,1.2712168218752213,Iris-versicolor
+118,6.012823189742724,3.3445092712280013,1.3645788786915687,0.2954341769647817,Iris-setosa
+119,5.912457670145751,2.614069486119371,5.859931502431559,1.8116949664532689,Iris-virginica

iris/tvae/0/2/test.csv

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