a

iris/tvae/2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.860392630531377,3.0027530808174867,1.3979416713749113,0.32459840820837405,Iris-setosa
+1,6.554802476953448,2.749432367141687,5.213761871625303,2.032666689436349,Iris-virginica
+2,5.370197611770184,3.3208790678768603,1.4902288001747204,0.2736081243497156,Iris-setosa
+3,5.7542713490559105,2.9322285201876737,3.726971474007887,1.4112404664755618,Iris-versicolor
+4,7.4006331303749695,2.8510320585342965,5.887062254485872,1.9480248355670275,Iris-virginica
+5,6.5464077804009,3.0802257468299934,5.205294312158442,2.2865359785746646,Iris-virginica
+6,6.612687525113735,2.7199396236409332,5.219815249056488,1.637543940270077,Iris-versicolor
+7,6.359889936065665,3.104957156350711,4.452618119903505,1.2992857261694857,Iris-versicolor
+8,6.173003636984391,2.899451165178989,4.717731460430581,1.6568578919013417,Iris-virginica
+9,5.706291578083726,2.686295131699458,3.4850705258306744,0.9948012769194052,Iris-versicolor
+10,7.163454688145281,2.558827923683319,5.592355596119074,2.0571088517269214,Iris-virginica
+11,5.888376707589813,2.9513985225025583,4.096855172553659,1.2289937057332692,Iris-versicolor
+12,6.320582346607205,2.702331726274481,5.017832366135501,1.8988429079991616,Iris-virginica
+13,6.314747577184533,2.9628346564239028,4.979675236718537,2.028725461070087,Iris-virginica
+14,5.5255238000421105,2.5373134734664613,4.057888805445058,1.4085964450231587,Iris-versicolor
+15,5.675446247680214,3.096028327160336,1.5772948992650875,0.32994843064610524,Iris-setosa
+16,5.833145947856908,3.02575193202347,4.378471348146263,1.649996464297733,Iris-versicolor
+17,6.174658312130705,2.864118808533568,4.770132735372139,1.719085099356725,Iris-virginica
+18,5.4622959824624155,3.857418027649809,1.3360306217684443,0.29664900679250245,Iris-setosa
+19,6.331267203537177,2.4862164013366135,4.522950086541267,1.454969145532051,Iris-versicolor
+20,6.315334587619751,2.9494713557076997,5.158431220226873,2.0386333374671093,Iris-virginica
+21,8.022516806561365,3.937390141789522,6.26623301538309,1.9971965353246066,Iris-virginica
+22,5.18501424976008,3.18292615995271,1.4982711633860804,0.006004106641346207,Iris-setosa
+23,6.925903347534302,2.8364862080120337,5.249588211594569,1.8721410234914893,Iris-virginica
+24,6.41177800500114,3.5104693440584134,4.568891154018695,2.0293491625422035,Iris-virginica
+25,6.041127835127693,3.083956176923605,5.159163829359916,1.7312807824553393,Iris-virginica
+26,5.168597273209485,3.5434895894782996,1.7068077155803527,0.2988708460402559,Iris-setosa
+27,6.292390106295509,3.0315287591270215,4.430067873767145,1.1690288440968883,Iris-versicolor
+28,6.9020596954555415,2.850363097975467,5.4332032932626095,2.425350414143796,Iris-virginica
+29,5.481151397116988,3.5309732374685403,1.591239000324995,0.35032642599814023,Iris-setosa
+30,4.849100095393098,3.3500201365610027,1.5028794876061604,0.26243996052384944,Iris-setosa
+31,5.080080220410874,3.1012778334477202,4.162773789102028,1.8374746866640872,Iris-virginica
+32,6.132159829877446,3.0086824772733682,5.514832917076315,2.0605433619344717,Iris-virginica
+33,5.099860477390686,2.756085003236796,1.5269182971843156,0.12425688877160684,Iris-setosa
+34,6.794049739231345,3.0347652279947184,5.453257233511871,2.082826929430361,Iris-virginica
+35,6.2221733664979455,2.8819381693320443,4.929622021719491,1.9308268271070688,Iris-virginica
+36,6.431765462611951,3.404264406226476,5.1748361776995555,2.165116422405589,Iris-virginica
+37,5.464883027857341,2.8550605732305963,1.5517067264802842,0.2546677933271041,Iris-setosa
+38,5.065871408052968,3.2054745884693228,1.2675916932190874,0.33070836523908775,Iris-setosa
+39,6.07627336351735,2.6819917383074343,4.787950419419497,1.408639007333039,Iris-versicolor
+40,5.861549144760579,2.607481676900805,4.45982192341335,1.5118866514223805,Iris-versicolor
+41,5.418899187290596,3.26916208712597,4.947009209773294,1.461133953616862,Iris-versicolor
+42,6.358376147231381,3.2556710517799194,5.2630260052837885,2.319404126295174,Iris-virginica
+43,6.794133928004263,2.910446718461235,5.620710559252723,1.961326261998182,Iris-virginica
+44,5.365984296931414,2.79172345074846,1.4389322349219227,1.0974394813911406,Iris-setosa
+45,5.144063161110882,3.5404562944505775,1.61655928470016,0.41672321022796766,Iris-setosa
+46,5.699981662950915,2.6463614624015244,4.3935934736753826,1.6198730291772678,Iris-versicolor
+47,5.265144266211357,2.5701375566202023,1.4362722291457206,0.6022364172063179,Iris-setosa
+48,6.726619816013335,3.3413177213828025,5.724432575499393,2.2007307636243727,Iris-virginica
+49,5.024461803118662,3.0905038515994994,1.5386738681363576,0.2744206038040522,Iris-setosa
+50,5.7103937934311,3.0561989330769515,4.795984003021599,1.6598104801977323,Iris-virginica
+51,5.938782022669923,2.78489899098345,4.125625215386096,1.4867143603545392,Iris-versicolor
+52,5.03298988850072,3.979539031699458,1.514353659873205,0.17058969979126026,Iris-setosa
+53,4.870394566915842,3.3441784529155196,1.3359044762713814,0.22351259323335565,Iris-setosa
+54,6.041939435897339,2.5384103356245338,4.5869336037711745,1.716418986563209,Iris-versicolor
+55,6.7146897786551705,3.388988477285689,5.5519530800151555,2.3107053296713786,Iris-virginica
+56,6.167827506022164,2.5365381369184004,4.307518875131411,1.3943437600152722,Iris-versicolor
+57,6.856664501614784,3.029336644652638,5.644539164375927,2.2609000492384275,Iris-virginica
+58,5.294781062870731,2.6357284416743925,4.090258105103686,1.5841282683902635,Iris-versicolor
+59,5.499111699905699,2.7225778352914896,5.280910259796009,2.1068051091313014,Iris-virginica
+60,7.241557471716313,2.9619859805305513,5.6290441397995545,2.2992054581144536,Iris-virginica
+61,5.789318762912839,2.5120711532082924,4.93694046943967,1.6213170442786566,Iris-versicolor
+62,6.430144224209799,2.9231992260756408,5.240492276798459,1.8877318097173168,Iris-virginica
+63,5.211572156753045,2.5610202530883286,4.340383900349849,1.1989787628649715,Iris-versicolor
+64,5.851463770180271,2.905901219516292,4.560669160860433,1.468608013612893,Iris-versicolor
+65,7.056632873451116,3.019216824436951,5.731993239597749,2.460442193793181,Iris-virginica
+66,6.412413535074038,2.5322234021782073,4.1344090400758,1.46604011901122,Iris-versicolor
+67,6.5288158879472915,2.7887461689995794,4.708852030314923,1.2910386463860433,Iris-virginica
+68,5.01602625899062,3.2173324621936823,1.704762613959932,0.35095496888376193,Iris-setosa
+69,6.879482052065367,3.6118062265418427,5.770103691756786,2.432158828125874,Iris-virginica
+70,7.3671765983409045,3.001299703409067,5.758397540133343,2.277019620033194,Iris-virginica
+71,5.643329023745601,3.730848554948958,1.7152996289168512,0.3716275761504043,Iris-setosa
+72,4.967324806816072,3.1205661460400975,1.4073496138732662,0.32462191065497137,Iris-setosa
+73,6.149330611208951,2.5972773802485616,4.997036297189659,1.8136653578929747,Iris-virginica
+74,6.472895993453313,3.234225992564974,5.352296716074824,2.1217756083553336,Iris-virginica
+75,5.507376574814709,2.8266600651684435,4.789474401722536,1.7353888896081835,Iris-setosa
+76,6.862177151469773,3.339470372977705,5.405983993661454,2.4228473919852407,Iris-virginica
+77,6.379857095787426,3.1115054663060184,4.930646559382048,2.0134934308620087,Iris-virginica
+78,5.916593375388663,3.3398517311431477,4.945621634766089,1.9478563212198083,Iris-virginica
+79,6.862062920284054,3.3282038705563712,5.511451370045482,2.195496238562492,Iris-virginica
+80,6.364588328930091,2.8016323458562806,5.222851650412773,1.7687575307237264,Iris-virginica
+81,6.8371201777548345,3.6568830180820875,1.6363331665662435,0.40735528660021736,Iris-setosa
+82,6.219038374895308,3.025877113119772,4.834031757741286,1.5066730776226118,Iris-versicolor
+83,5.138506227747556,3.4029752800706836,1.5461142054849442,0.4561414116907358,Iris-setosa
+84,7.089068726338062,3.008091507110134,5.411243527551643,1.9888891107672497,Iris-virginica
+85,7.132793503655062,2.981503490021497,5.567553733001462,2.3265003866808174,Iris-virginica
+86,5.238853670559339,3.05777973146084,1.4613199563260773,0.178442184068636,Iris-setosa
+87,7.10766077829632,3.2667924278884337,5.932309369224126,2.2244197665254077,Iris-virginica
+88,5.9683952896550325,2.857223968443056,4.8853865304622035,1.6770038907845055,Iris-virginica
+89,6.111910051833755,2.8621170475816426,4.814253185668168,1.473970336667524,Iris-versicolor
+90,5.176033314606219,3.80110389274855,1.4312789311934142,0.15350524141658936,Iris-setosa
+91,5.190678118710483,3.2643362416174697,1.4394716419543414,0.46935388728366684,Iris-setosa
+92,6.791792829604584,2.933264110662273,4.5535061519162365,1.3897977038311637,Iris-versicolor
+93,7.0123715988071975,2.705197139737413,5.098379165901589,1.9040630172824793,Iris-virginica
+94,5.596112257239215,2.6022780460871817,3.5726985596831975,1.409312438239479,Iris-versicolor
+95,4.380583571192353,2.931265800414353,1.3055289414328397,0.2772035629192801,Iris-setosa
+96,5.770725814192675,2.8359350130194327,3.9584964447658537,1.2643699278264717,Iris-versicolor
+97,5.32647964252122,3.3826658685195885,1.6291517686946935,0.2585389923530862,Iris-setosa
+98,5.212405647479828,3.0934257374887024,3.838717859335792,1.4285959827233197,Iris-versicolor
+99,6.836128591391325,3.2264391335613762,5.900258495399533,2.3333841834518663,Iris-virginica
+100,7.618946533420501,2.742307943109718,6.00465971713173,1.6275408350894771,Iris-virginica
+101,6.449323968859382,2.858452082522231,4.646401626587067,1.384441766070065,Iris-versicolor
+102,4.958110670242339,3.4691771615378766,1.4140499328175353,0.20583463537111024,Iris-setosa
+103,6.31618355780812,2.83668100697138,4.109067190500622,1.3774755717369018,Iris-versicolor
+104,4.924625421892818,2.7371032710031615,1.5007236733296445,0.18473831801538204,Iris-setosa
+105,7.341402397104444,3.0438776387852946,5.633718620792846,2.5447309620447065,Iris-virginica
+106,6.19889980660037,2.8240542395388055,4.679901110686301,1.3612291254289897,Iris-versicolor
+107,6.8647606595808535,2.9462964160850484,5.563085582773745,1.6506734402056824,Iris-virginica
+108,6.050481748764974,2.352458134494747,3.830805911908265,0.8590183048636689,Iris-versicolor
+109,8.18895813423319,2.7589063186238008,6.4050389624827115,1.975684426295294,Iris-virginica
+110,7.008917471215223,2.6036381834320133,5.420318160601031,1.554764813504284,Iris-virginica
+111,7.837978763291197,3.649015332427829,5.886154730129621,2.2054243899452217,Iris-virginica
+112,6.017430549078661,2.664556234187039,5.045612467070396,1.5823096930874854,Iris-versicolor
+113,6.443454121686608,2.8647371110829933,4.33251695001535,1.2991904068646922,Iris-versicolor
+114,7.389774157206297,2.570669393639423,5.852498559747793,2.1179073652077967,Iris-virginica
+115,7.576572112780864,3.1911477528371446,6.0029248932572505,2.1204193612601143,Iris-virginica
+116,5.971693589760323,3.1549985106385434,4.514701637411911,1.9790797607472435,Iris-virginica
+117,4.875892665103787,2.989453546811032,1.4837671192640303,0.2032866249855168,Iris-setosa
+118,6.170930341814565,3.211575283469284,1.5040528584545194,0.48537422751200676,Iris-setosa
+119,5.569122287318873,3.472965084663249,1.6563865894727634,0.31486986348986074,Iris-setosa

iris/tvae/2/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.853601405891527,2.9658314852833176,4.950215554495165,2.03976987175773,Iris-virginica
+1,5.869521996744303,2.710895819213714,4.154166869235798,1.5613514013870604,Iris-versicolor
+2,6.359292951541418,3.5706502746502298,5.252564356248086,1.9079542754653676,Iris-virginica
+3,5.463138029785688,3.4407791192769506,1.406668365757978,0.3649115216498082,Iris-setosa
+4,7.364681336304799,2.947659060792188,5.695269796265733,2.225248390310286,Iris-virginica
+5,5.354868741765702,2.9597914650229478,4.214426524969221,1.3542994567107773,Iris-versicolor
+6,6.76623424913972,2.9492057267417042,4.676300224209102,1.5898288311896733,Iris-versicolor
+7,4.555427242035201,3.0032352343086033,1.434990744546673,0.07727328963455263,Iris-setosa
+8,6.813156907519446,3.0074008854048464,5.863117793552821,2.4208604443012236,Iris-virginica
+9,6.02223415797032,3.4666334183524343,1.4836746179861415,0.4306567881421117,Iris-setosa
+10,7.19675720651876,2.9621857732325183,5.4268518645945605,2.1728792279927434,Iris-virginica
+11,6.714041472164785,3.0689802128991044,5.707429142075357,2.1121379899015595,Iris-virginica
+12,6.38560295027821,2.499823442048022,3.849837434290437,1.4817614207545646,Iris-versicolor
+13,6.14086230894286,2.8817140784000403,5.346671892985862,1.5621224783084033,Iris-versicolor
+14,5.615491952469958,3.123096416285575,4.710889186874791,1.685635676665784,Iris-versicolor
+15,5.799473382687535,2.6859080542412688,4.720268208393358,1.9123613297625381,Iris-virginica
+16,7.082936999036582,3.5261099189688103,6.021575386637089,2.679035670871623,Iris-virginica
+17,6.601712483219249,2.607422130196984,5.128952209245761,1.422652258664561,Iris-versicolor
+18,6.913423791120384,3.5811275791425023,5.6773962782111935,2.1170530945387407,Iris-virginica
+19,4.729247992564982,3.2059769916963368,1.1247860203938818,0.20311517165497514,Iris-setosa
+20,6.308057905763392,3.101231374900256,5.4392254892910845,2.411670650110285,Iris-virginica
+21,6.146034356285892,2.768488644304001,3.979148614139977,1.297683883333719,Iris-versicolor
+22,5.354501106616332,3.073879647927573,5.099351089335655,1.8184541910709688,Iris-virginica
+23,6.689507563767082,2.962860260373731,4.997014745206055,1.56763400046107,Iris-virginica
+24,4.814625684817278,3.3146601961975177,1.5622185929691406,0.27976568478192504,Iris-setosa
+25,5.500917503287999,2.7962385854969964,4.3257345683667845,1.1779532738599805,Iris-versicolor
+26,6.525533123358485,2.747667081960882,4.71492951179497,1.556941466988716,Iris-versicolor
+27,6.115028085330184,2.941528936604523,4.991415192038027,1.655901779421946,Iris-virginica
+28,6.361063613971262,3.1848930324487736,5.170773659741565,2.0098034127204327,Iris-virginica
+29,5.85258056343292,3.0839867568681387,4.534362358964405,1.5771530304453267,Iris-versicolor
+30,5.393086951148401,2.8764859878113436,1.5157593888524397,1.4008504964952888,Iris-setosa
+31,6.4935348748822905,2.330268545293956,5.538020174552535,1.9063319600696205,Iris-virginica
+32,6.460040589074898,3.0187860180971025,5.336201032300358,1.7656959034829784,Iris-virginica
+33,6.318563044978954,3.2764613585811024,4.77929049644197,1.5681972628087446,Iris-versicolor
+34,5.766068452470687,2.8574951207020916,3.7403152275085896,1.3454049859106907,Iris-versicolor
+35,5.075902296725618,3.667027831260099,1.429466494591933,0.28409295639039867,Iris-setosa
+36,4.795980706444898,3.3952197961848514,1.3855619503488723,0.49397319935356654,Iris-setosa
+37,4.5877861267514835,2.89498617887909,1.5685359789258837,0.2899044473598285,Iris-setosa
+38,6.079720086799109,2.8391980162401027,4.435432552116884,1.5025850493016382,Iris-versicolor
+39,7.417804294808223,2.700634344504337,6.227049166097956,2.008346948837944,Iris-virginica
+40,6.036062700860219,2.7771184912656115,5.164486179170064,1.6304464945277517,Iris-virginica
+41,6.069120543340051,2.6520923039057074,4.882846143896007,1.9394921713698057,Iris-virginica
+42,5.103742978192679,3.8350841344637576,1.5171771013301998,0.25611885445306376,Iris-setosa
+43,5.981005538045808,2.94676586125427,4.917391883805309,1.6592216512652251,Iris-versicolor
+44,6.640224382402582,3.4476963099742375,5.156507794319998,0.4568396731744111,Iris-virginica
+45,6.44137118018477,3.0895593527356104,5.4981088233999955,2.361214646753226,Iris-virginica
+46,6.825868153470002,3.084460236747475,5.58218725943627,1.5776086939320646,Iris-virginica
+47,6.125295445226682,2.900643180929156,4.422282801303819,1.2519934878532353,Iris-versicolor
+48,5.13104579596002,4.060029689774941,1.4130193099169688,0.26946992970783473,Iris-setosa
+49,7.081751346298075,2.6319116029640055,5.535087585203333,2.335696009619852,Iris-virginica
+50,6.621406150547163,2.599037657697442,4.897885121872705,1.6103924188946896,Iris-versicolor
+51,5.534065246192233,3.1894566020625508,4.5289102860960755,1.5565077341650688,Iris-versicolor
+52,6.009356083882172,3.4479547073708714,5.100393141651525,2.2422426547074368,Iris-virginica
+53,4.793150124503316,2.8923773719311505,1.4160287507833436,0.3165971611304525,Iris-setosa
+54,5.770910102228296,3.012408414571038,4.644301630655984,1.1339879928094398,Iris-versicolor
+55,7.237185490549378,3.26244479886568,5.801907238297821,2.1471795149188244,Iris-virginica
+56,5.29884038203672,2.7990533163908693,3.731247643209544,1.2159718435749558,Iris-versicolor
+57,6.45874423036029,2.7646709044627755,4.774775620477766,1.6152435319857454,Iris-versicolor
+58,5.590887398771312,3.025957190730513,4.012521700786242,1.2334118183460814,Iris-versicolor
+59,7.131989995958405,2.9460146058224645,5.780845752362758,1.8129092370263984,Iris-virginica
+60,5.514907211642242,2.2189208124671094,4.139267401038005,1.1031427854392084,Iris-versicolor
+61,6.58281745044986,2.7556208742396726,4.365652645718125,1.8602684621313454,Iris-versicolor
+62,5.286499985418127,2.7202569995986003,3.811331145811619,1.2846441355792881,Iris-versicolor
+63,5.684323855709909,3.1518221143302427,4.915901569518146,1.6346026725092913,Iris-versicolor
+64,4.999877769722606,3.3113349148963063,1.5244472200496464,0.3920970637329131,Iris-setosa
+65,4.593813974590815,3.025778253381892,1.5987424423222296,0.23050150193767086,Iris-setosa
+66,6.37142167738485,2.8969278315756624,4.867352827395547,1.5560946151342885,Iris-virginica
+67,6.593659124612751,3.2390098239738188,5.053538614820026,2.2067666896442866,Iris-virginica
+68,8.422838614280224,4.074318709137666,6.592064509598936,2.1557549953087642,Iris-virginica
+69,6.730540626294257,3.03353649262636,4.902115758171775,2.557420891102667,Iris-virginica
+70,5.045802865494398,3.15990815962868,4.369596294337908,1.118136622730081,Iris-versicolor
+71,4.705844788636722,3.165993839400533,1.5337711818646185,0.3108025471993001,Iris-setosa
+72,5.568425315445566,3.215280614383998,4.439900779787224,1.1995654058596277,Iris-versicolor
+73,7.284334592501243,3.2828558534812675,5.71084159753971,2.12730343065616,Iris-virginica
+74,4.923904285716448,3.219246295698158,1.8088109178419618,0.33533525247382134,Iris-setosa
+75,5.059496379111681,2.7078956368602265,5.13420710042826,2.0421789101799837,Iris-virginica
+76,6.332027045849877,2.85815824141026,4.605690857131546,1.3957676743659635,Iris-versicolor
+77,5.877569694800264,2.890425238818745,4.427929819630044,1.5667223402335673,Iris-versicolor
+78,5.369136990469766,3.53605490892352,1.4420588600164888,0.30818593269986405,Iris-setosa
+79,6.5867481508234365,2.9983451382642317,4.968742286745174,1.8729470683013614,Iris-virginica
+80,6.059599423917893,2.705790798375053,4.620596743890929,1.5493187966870003,Iris-versicolor
+81,5.67000434895371,2.998094078010529,4.067208761446298,1.0895493881679403,Iris-versicolor
+82,7.505436609864104,2.833866196765303,6.2171497087272,1.785894750107747,Iris-virginica
+83,5.332678739336915,4.015580310687481,1.4295753633819162,0.38110976924689555,Iris-setosa
+84,7.292156194924324,2.5842287923313507,5.61254316162608,1.6834542298885975,Iris-virginica
+85,6.834654270478844,2.9111130778424466,6.006118373646816,2.4416669968001226,Iris-virginica
+86,6.554134664792113,2.5415754658745238,4.638511868404119,1.4010450837091937,Iris-versicolor
+87,6.523795483086562,2.737785687222175,5.412509561862592,2.127547564058566,Iris-virginica
+88,4.573304776539106,2.9076772269626874,1.4219567270112674,0.1639947955137986,Iris-setosa
+89,5.579724405680656,3.105644738758525,4.26065627983156,1.6162101406293734,Iris-versicolor
+90,7.508212591419004,2.835070385131496,6.061859875164181,1.8061087214434688,Iris-virginica
+91,5.981981569751392,2.5550726283006764,4.567381678088531,1.4627777772852057,Iris-versicolor
+92,5.68747004369503,3.0449516098125544,4.655060353739574,1.862739773462569,Iris-virginica
+93,4.551476920002104,3.154607813352871,1.2883197264257202,0.1311705828076546,Iris-setosa
+94,6.681457084106263,2.7173594992306946,5.66132937668709,2.2219988056747195,Iris-virginica
+95,5.70362320786406,2.9576402410082268,4.102196406604422,1.1624450106116369,Iris-versicolor
+96,6.600203495018243,3.2902490935723967,5.023859720173992,2.1764960262399264,Iris-virginica
+97,6.555392203379334,3.0540458371622794,5.007528248835764,2.3096808552666674,Iris-virginica
+98,6.883522794417516,3.667222295679533,5.332642709347474,2.4378142790258197,Iris-virginica
+99,5.055134938655034,3.1772744592117346,1.264949989858102,0.27140894109320496,Iris-setosa
+100,6.510875115353738,3.264415720556552,5.408185371588986,1.8739021166633134,Iris-virginica
+101,6.425494028785686,2.8775021016245725,5.211271960616699,1.4965731808327818,Iris-virginica
+102,7.658033230144409,3.1971770827108967,5.643308632340658,1.9172051128131475,Iris-virginica
+103,5.1508435273871065,3.5708407163558387,1.5549053892162552,0.2638262155242807,Iris-setosa
+104,5.122458500171308,3.122493577134892,1.5184468738856838,0.3505217299601089,Iris-setosa
+105,5.478905126731201,3.5088687819790327,4.50830414079092,1.2540390881252035,Iris-versicolor
+106,6.757770449535112,2.8709632679794765,5.345987292394756,2.1507700447771443,Iris-virginica
+107,4.540539291702258,2.979563896400753,1.491797392436405,0.3284073608731489,Iris-setosa
+108,6.60826726187888,2.71199326308173,5.506863391356848,1.9098356957680496,Iris-virginica
+109,6.892532601745984,2.795621300453656,5.021053231667449,1.7241535153362908,Iris-virginica
+110,5.925458791033661,2.844263526132363,4.842477148209228,1.5737253724199054,Iris-versicolor
+111,5.578913909104791,2.9799627002228366,4.78039463957048,1.4667933484853721,Iris-versicolor
+112,5.732954450857708,2.917772805115199,4.539593777587439,1.5330989924613547,Iris-versicolor
+113,6.657178046810768,3.575887301739762,5.7992414006059905,2.6083017741371934,Iris-virginica
+114,7.535228420954657,3.360456987981527,5.927795481955341,2.1618530519728987,Iris-virginica
+115,6.62891356658454,3.0523928319240343,5.406334101060135,2.3043527467179374,Iris-virginica
+116,4.7274646496178585,2.6377861729447627,1.4503185095574538,0.16853078559944284,Iris-setosa
+117,6.020463743995274,3.1822623291663517,5.3378056653221115,2.2081372386241416,Iris-virginica
+118,5.419218910484556,3.072876972478713,1.4669769528697836,0.2619216538974551,Iris-setosa
+119,6.776351882771773,3.12688272556528,5.136478484100935,2.002041838173429,Iris-virginica

iris/tvae/2/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17722308245571,2.8085136805819357,4.526562465510205,1.9784344165527867,Iris-virginica
+1,5.485911377523799,2.658261299383814,1.4924560443070745,1.5821890934173304,Iris-setosa
+2,7.083000204926459,3.122261908057551,5.524285740546794,1.9084251117590623,Iris-virginica
+3,5.411940006780802,4.053218357075668,1.4715367740723577,0.39961463171380274,Iris-setosa
+4,5.11827795362537,2.8133990754823484,3.4830988985866096,1.016927748549164,Iris-versicolor
+5,6.194514365425532,3.100418146516719,5.0837071619709935,2.067537378900804,Iris-virginica
+6,6.070670213241451,3.0254911029485667,4.537395311956835,1.4160059135845744,Iris-versicolor
+7,7.136587428162923,2.9306108154447945,4.993756136448567,1.673775536452844,Iris-virginica
+8,6.7495750636051985,3.2979860555639373,5.889957315077403,2.1138357567319055,Iris-virginica
+9,6.878532961091865,2.963447418286542,5.068355590080811,1.7918696125942477,Iris-versicolor
+10,7.143013129821949,3.2020081132015217,5.706871601261976,2.3298026374542444,Iris-virginica
+11,5.948876043278752,2.2968835730782438,3.757037410340084,1.02189690829394,Iris-versicolor
+12,6.565452814552751,2.7233595351057764,4.97478104156684,1.7217049009371512,Iris-virginica
+13,6.075558267207527,2.8357479254919165,4.909636218667327,1.379730449171989,Iris-virginica
+14,5.1016752791486795,3.0786749183368647,1.567471362717295,0.38096499067293177,Iris-setosa
+15,5.491495582906149,3.850047708549011,1.5941731515870796,0.2505164933601642,Iris-setosa
+16,5.983483211162683,3.186668614176226,5.00676334227401,1.9654299375758741,Iris-virginica
+17,5.74186535294393,2.859309974328564,4.478810305921568,1.2639848817346955,Iris-versicolor
+18,6.893724557287812,3.3214926665379414,5.527212081258093,1.7232583562081327,Iris-virginica
+19,6.528710291188954,3.5181641259367207,5.062658298920061,2.2681032057254766,Iris-virginica
+20,5.193493109062997,2.945936545317275,5.1056953425315,1.2927094746761059,Iris-setosa
+21,4.609043239129283,3.0491130745265416,1.409774068986776,0.23907074353013255,Iris-setosa
+22,5.432304486545964,2.9400718961178454,4.764799814742481,1.313500824306928,Iris-setosa
+23,6.7191912420918145,2.6953054466932387,4.429422999644948,1.3617912510560937,Iris-versicolor
+24,5.689494472373522,3.0147030659277525,4.597767907543153,1.686590947457649,Iris-versicolor
+25,6.35093995934972,3.1350372876986747,4.968393763765113,1.7646979480043243,Iris-virginica
+26,4.960652877394242,3.0298352480294715,1.487109373379459,0.27100849302377855,Iris-setosa
+27,7.505389675617873,2.9160315424697,4.828752016113046,1.5150814276016222,Iris-versicolor
+28,4.938705808359058,3.2118270075405126,1.6336125120806386,0.3954775094328473,Iris-setosa
+29,5.044195032116244,3.1657361448884123,4.710044262947538,0.36317426458546664,Iris-virginica
+30,4.861449116641731,3.2441105577612657,1.5102106213437012,0.15306956278955647,Iris-setosa
+31,7.225310854197319,3.8018593488099417,5.9160059903081095,2.379841241128827,Iris-virginica
+32,4.617146887137958,3.341852033159763,1.5034069258309355,0.25175845752071874,Iris-setosa
+33,6.143099760569431,2.886057517385766,4.155467898974186,1.3957259450767716,Iris-versicolor
+34,6.659356293895787,2.7875095730282045,4.466004907659355,1.489693103735082,Iris-versicolor
+35,4.718925605276559,2.798193812629962,1.3976968220982768,0.3232597146107138,Iris-setosa
+36,5.754961900639253,2.702701971384787,4.4156171430923905,1.155557290393943,Iris-versicolor
+37,5.164239949974481,3.7399612003112788,1.443785690867785,0.19126438473769636,Iris-setosa
+38,5.3006825540876195,2.764105287557979,4.147330792131148,1.2576181797393515,Iris-versicolor
+39,5.353339773092368,2.352792498408226,4.717250520865112,1.496791090191392,Iris-versicolor
+40,6.4185744108396054,3.2701264258387694,5.005691213537554,2.2185727877076173,Iris-virginica
+41,5.710530286776156,2.889677039196103,5.148499369978596,1.631987795634457,Iris-versicolor
+42,5.22971691847937,2.569403412663282,3.6206741337147372,1.3121675957401262,Iris-versicolor
+43,5.784784001954297,2.913379511220042,4.618252604395989,1.6033878721779569,Iris-versicolor
+44,6.525735942581858,2.508096123780659,5.917565530219588,1.9093908903691132,Iris-virginica
+45,6.812467293666463,2.6392551452397317,5.5793323683586316,1.7858837623578987,Iris-virginica
+46,6.544626221943448,2.76926248921474,5.187514616963588,1.7235455758024374,Iris-versicolor
+47,5.397117780314246,2.8550631337283146,1.3849065812679973,1.29223808240239,Iris-setosa
+48,4.931410018340431,3.3154318742562294,1.591309433887074,0.0008457173112521033,Iris-setosa
+49,5.132324436544469,2.439742415632395,3.2646474228525904,1.190038926808604,Iris-versicolor
+50,6.875560174726914,2.7014659016598026,5.407123212538255,2.1510219087681315,Iris-virginica
+51,6.802690833570514,3.4117390167864414,5.311653303497664,2.2319993589340585,Iris-virginica
+52,6.33565988533486,2.9097048468426183,4.286490649425466,0.8829079524104623,Iris-versicolor
+53,4.946912442474432,2.789019118650513,4.607132755831664,1.964112058713933,Iris-virginica
+54,6.402961625083202,2.7607475394879826,5.420161699443751,1.9363062933914827,Iris-virginica
+55,6.197313850224993,2.7436425743801474,4.72140885136734,1.464236646093733,Iris-versicolor
+56,6.535327351773691,2.8074714083255783,4.137928512655695,1.388463502903358,Iris-versicolor
+57,5.742871065923055,3.018310531145406,4.291448455791676,1.2787696172291407,Iris-versicolor
+58,5.15347527952812,3.5680536055153134,1.6105920160748592,0.39043666727066106,Iris-setosa
+59,5.755367730231326,2.7375083774733793,4.778558979789076,1.5945226611111039,Iris-versicolor
+60,4.995861959206961,2.985763931072082,1.6416213969823898,0.3682053650496155,Iris-setosa
+61,5.768804256319131,2.6815484808596883,4.6281261173353805,1.4894291906018564,Iris-versicolor
+62,6.186020735360599,2.9060231188713344,4.7939232082020995,1.6558797217494028,Iris-virginica
+63,4.661152947602544,3.205575304918882,1.4972442183319647,0.29751109958644106,Iris-setosa
+64,7.597367121625819,4.172507832188736,6.194256132895768,2.176672442104008,Iris-virginica
+65,4.57936867208403,2.9418904775515555,1.5094792419657974,0.21702658730544644,Iris-setosa
+66,5.81680348155118,2.8748899942128694,4.879811767939894,1.4164714325401075,Iris-versicolor
+67,4.369159752782701,3.0600225708723565,1.5769338237354769,0.20400057687982917,Iris-setosa
+68,5.08890534287481,3.1050980297576,1.5644201728058358,0.28156527767928674,Iris-setosa
+69,4.874534490594592,3.2986259560334235,1.2318022519855731,0.14824662346782008,Iris-setosa
+70,6.93366751154765,2.9785126333760124,5.191175327554745,1.314110251810694,Iris-versicolor
+71,5.422275486126122,2.5988369358302137,3.5563454110335346,1.3760215759237298,Iris-versicolor
+72,4.74367638384896,3.0726506512845906,1.62166585306425,0.22770955645441307,Iris-setosa
+73,6.413113500015738,2.683960925184544,4.347947433125197,1.5223594562419704,Iris-versicolor
+74,7.265324602496754,2.744477935481696,5.98851166862097,1.95609496185034,Iris-virginica
+75,6.673084348329007,3.0854524166601145,5.169120054505724,2.1084885923558003,Iris-virginica
+76,5.786044114350344,3.043088761013488,4.957446240221662,1.8797896031943293,Iris-virginica
+77,6.197733818822514,2.559477914105541,4.73758075431799,1.6434252300599417,Iris-virginica
+78,5.84977259551199,3.0888229999337407,4.7439103924010135,1.7409663945082428,Iris-virginica
+79,7.111962033714552,2.962219425018453,5.729169218808973,2.223431209095521,Iris-virginica
+80,6.392076014380146,2.553144713073107,3.9877670159534384,1.005387848984085,Iris-versicolor
+81,6.862842034748172,3.3961863530214202,5.410935852798161,2.3331102064768516,Iris-virginica
+82,5.555680182845704,2.7877461236180645,1.4179557193449788,0.3624630682014147,Iris-setosa
+83,5.508474324609761,2.882283183964492,4.802555675044366,1.4439801601241518,Iris-versicolor
+84,6.695411485417626,2.841892946024506,5.281209799240176,2.214316837523536,Iris-virginica
+85,4.42923853050977,2.5091112063957803,1.4830434668525578,0.1675720322320815,Iris-setosa
+86,5.447022059035454,3.939366686103428,1.4219713237760152,0.2770467162196387,Iris-setosa
+87,5.187772019434359,3.0093561824984203,4.832100028363846,1.9148246453970055,Iris-virginica
+88,5.255096989776542,3.202982389663925,1.679582451714571,0.3666780613261371,Iris-setosa
+89,5.737845531608419,2.4897577284531427,4.441393907865755,1.314723248555094,Iris-versicolor
+90,5.759841035392139,2.644728026897384,3.6343982652626723,0.9291192576807598,Iris-versicolor
+91,5.643629837896658,3.118189268338299,4.6587772178990505,1.7141255982461325,Iris-setosa
+92,6.7279955930945885,2.973777081675644,5.243786051073626,1.598148429478727,Iris-versicolor
+93,6.586299660910634,3.1663017605280603,5.375659234011913,2.35776717501025,Iris-virginica
+94,4.948863367435213,2.712816162053076,1.5437910468166747,0.3368364595693424,Iris-setosa
+95,5.882969918559857,2.9289205512296324,5.219845207884567,1.8496461772949102,Iris-versicolor
+96,5.123662324906868,2.5766294133184298,1.4149545193585775,0.17758882341491866,Iris-setosa
+97,5.717194470517968,3.0801007761273276,4.834636392904373,1.7204952732935246,Iris-versicolor
+98,5.190093883008851,3.3478845254993796,1.744366449191903,0.31053486853460277,Iris-setosa
+99,6.116827492542165,3.02639564734672,4.909351974605071,1.6212554305130784,Iris-virginica
+100,5.719290116636465,2.747949131787574,4.742853218948758,1.4201271331216214,Iris-versicolor
+101,5.0025093338472155,3.484854837985204,1.7027907518224856,0.4147839091179734,Iris-setosa
+102,5.720536562848715,2.809714608123339,4.486076250052863,1.820201967917469,Iris-versicolor
+103,5.33320031633642,2.192808779984977,3.7392572199717584,1.3144555743508706,Iris-versicolor
+104,5.07030041482547,3.179075018629599,1.4695466927899452,0.1318273271131151,Iris-setosa
+105,4.399505833354205,3.0988998797548106,1.4187524168412795,0.214487247493714,Iris-setosa
+106,4.511723175155033,2.9857909702295284,1.5121191957741194,0.17664654749559833,Iris-setosa
+107,6.063920082987026,2.7776444923453285,4.593342343871389,1.2661777893305388,Iris-versicolor
+108,5.091329494617323,3.362294054671454,1.708099942089999,0.36354462931044174,Iris-setosa
+109,5.127738701530109,3.476948174820641,1.5565481356153257,0.41788148189192953,Iris-setosa
+110,6.7502454935185146,2.639589551517619,4.502131674069127,1.520079954547013,Iris-versicolor
+111,6.6751905107729135,3.469282592659477,5.242861781034294,2.315376776451494,Iris-virginica
+112,5.453434864571315,3.284525254543186,1.1267564356883197,0.2451274310062496,Iris-setosa
+113,5.490711609164389,2.9344304452306114,4.116557263840396,1.086800920942228,Iris-versicolor
+114,5.795367335152232,2.7975712139521622,4.176352016368661,1.6422232779398915,Iris-versicolor
+115,6.30325117292169,3.025649806224413,5.3446101542303905,1.7273873149733536,Iris-virginica
+116,4.554284792362276,3.183267445786769,1.5640755355741958,0.08861563837800143,Iris-setosa
+117,6.030199137442782,2.6735257008688715,5.208167075677917,1.6193906683575834,Iris-virginica
+118,5.925473376611796,2.652578423593688,4.49760646291989,1.5128554720873373,Iris-versicolor
+119,5.410635804001413,2.8208323431491165,3.6814734373359395,1.2354437175666972,Iris-versicolor

iris/tvae/2/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.153690042407547,2.002474386988461,3.2775945470993455,1.1441369611148966,Iris-versicolor
+1,6.019182633340967,2.7729759924026,4.585690534425277,1.448175199227423,Iris-versicolor
+2,5.342998690391977,3.632296150573387,1.4873598227477611,0.2227920877373791,Iris-setosa
+3,4.403296206295861,3.3975449996197944,1.5004599322889,0.3585431008886643,Iris-setosa
+4,5.82839113859867,2.600702612353257,4.4100657277033335,1.520518008433668,Iris-versicolor
+5,6.094279382439233,2.9363431659149555,4.784414659205935,1.9703988829219803,Iris-virginica
+6,6.205495998529012,2.916077299111823,5.03473615798245,2.057931600474926,Iris-virginica
+7,6.560733876953465,2.6295356710315017,4.347219498532421,1.2726815759579602,Iris-versicolor
+8,5.821304821716241,3.01361117077948,5.123654896198643,1.755477603146323,Iris-virginica
+9,6.120190333679773,3.267586583587381,5.156420070553936,2.1107193356724627,Iris-virginica
+10,5.190409249713658,2.9626302990945246,1.4530202560833552,1.5580710652248948,Iris-setosa
+11,6.7843556294220715,2.9037629902531568,4.942606163313513,1.451562033240786,Iris-versicolor
+12,6.925128546745964,3.059767175631783,5.443844058222808,1.4450699774646936,Iris-virginica
+13,6.169904086144527,2.647169364764886,5.285494563278893,1.8974511865267025,Iris-virginica
+14,4.8877852057434605,2.3641375815818177,3.797040993184078,1.1971377383568127,Iris-versicolor
+15,4.808440720947315,3.5804664758075253,1.455123178424659,0.2838318285909509,Iris-setosa
+16,6.164121537056989,3.314933754083951,1.561962311307097,0.5030833740269736,Iris-setosa
+17,5.538197200308139,3.03875102612966,1.5060279481173067,0.21000123422711384,Iris-setosa
+18,5.800354920369137,2.712191024074498,4.608303104680641,1.6192457162020093,Iris-versicolor
+19,4.737337551865005,3.2924866293991855,1.5684023907686773,0.21789751598306947,Iris-setosa
+20,6.819786309268967,2.836355021675842,5.578711424028274,2.427233938057003,Iris-virginica
+21,4.989030790058798,3.55552818447688,1.659988308495553,0.3382913714934036,Iris-setosa
+22,5.625939580787984,2.991806646268157,4.975410958882178,1.3070621524829058,Iris-versicolor
+23,5.581421103291782,2.82722340786769,4.243348893372221,1.3376578095912632,Iris-versicolor
+24,5.296847262475243,3.267498022059409,1.5626811271885244,0.40406672621869477,Iris-setosa
+25,5.530981918278848,2.780432633513518,4.420274799643183,1.1037575147590712,Iris-versicolor
+26,6.271842312992816,3.032786071599261,5.344565212025528,2.1980552277132746,Iris-virginica
+27,4.327814376986794,2.9891812880845636,1.4157235148537257,0.14826573669230425,Iris-setosa
+28,5.943854789208387,2.85298417529118,4.475613068899875,1.5268117973514508,Iris-versicolor
+29,6.615104968971545,3.179927923824542,5.558078963745966,2.0544588967727253,Iris-virginica
+30,4.795925803848079,3.516172289761787,1.5135245886605286,0.3225153985678286,Iris-setosa
+31,5.744231054059037,2.815355550765304,5.0069110197637725,1.6291932623260323,Iris-versicolor
+32,6.478871163864352,2.95606293268337,4.906480031361515,2.0743404929373104,Iris-virginica
+33,7.129440271792996,3.354101799594637,5.524813727394249,2.4793148747917586,Iris-virginica
+34,4.960225705705199,2.2982747099848484,3.916456123128042,1.1913019309825952,Iris-versicolor
+35,6.4352616402095375,3.2884774390765186,5.242233014337444,2.250725206019026,Iris-virginica
+36,4.812998950619631,3.143796355717216,1.3552626615041725,0.3419164040207921,Iris-setosa
+37,5.030688019116509,3.4362408501258797,1.4696887558495877,0.2289223551650445,Iris-setosa
+38,6.121401190768314,2.9277789679803305,5.094315568979882,2.2689972201333264,Iris-virginica
+39,6.058017166901404,2.6978124876810003,4.5581004192361085,1.94320896035003,Iris-virginica
+40,6.1111296282702705,2.986995247656182,5.103362242012709,2.2630114643513752,Iris-virginica
+41,4.505286153800307,3.0591854758448576,1.4479310958964189,0.2481741308504079,Iris-setosa
+42,5.563345129478852,2.795188944906397,4.074632553702325,1.5163837966589855,Iris-versicolor
+43,5.718572041731029,2.6253555855354826,4.81506770841035,1.6193411564844082,Iris-virginica
+44,4.567876552873775,3.1872126757644352,1.404498971942878,0.19747885750948932,Iris-setosa
+45,7.18141762152649,3.2867828621352224,5.815689931012587,1.590548958488983,Iris-virginica
+46,5.236777613874048,2.880427986141689,3.558160496457809,1.3675010781938146,Iris-versicolor
+47,6.297497687424458,3.1171635912135867,4.887057348539787,1.7835963158336199,Iris-virginica
+48,6.734377280101542,2.9930173438081282,5.7134536323336995,2.051447003760806,Iris-virginica
+49,4.994171712458645,3.3558475378175023,1.7883114652142962,0.25409946257307575,Iris-setosa
+50,5.165564956545121,3.193296021589785,1.6275514598603342,0.3092553023404506,Iris-setosa
+51,7.044898038062723,3.0855325254227943,5.987643944171019,1.8296168416801755,Iris-virginica
+52,5.505249435930977,2.6566826549248455,3.9451748525345507,1.6057988451146574,Iris-versicolor
+53,6.92757946678676,3.073921912552625,5.432880326296084,2.227337933653681,Iris-virginica
+54,4.748616367507166,3.051525944401555,1.6391037048478618,0.255979620938146,Iris-setosa
+55,6.314718962249665,3.0926414857194127,4.879793060556497,1.7902555607702628,Iris-virginica
+56,6.645488320043753,3.438064498915366,1.3801802764269762,0.4392363411766431,Iris-setosa
+57,5.757198157754915,2.8308365659690775,5.051728328755823,1.1612495973977839,Iris-versicolor
+58,6.469279106487903,2.8837746650280116,5.051161016914737,2.3771081038207535,Iris-virginica
+59,6.968372235002854,3.7169957622098817,1.5894015629163911,0.46726612204747364,Iris-setosa
+60,6.313917901883608,2.4589512139333674,4.996812734613284,1.8266582851928865,Iris-virginica
+61,5.130843926595594,3.7289415484213757,1.581266674840865,0.21996545391680455,Iris-setosa
+62,5.197436000410856,3.6299247686895253,1.5885120741500305,0.20055282216216755,Iris-setosa
+63,6.716368890049608,3.2812381223722915,5.322715456333795,2.3210163106611286,Iris-virginica
+64,7.868528024196751,2.860326445662332,5.813029251130396,2.027889417364854,Iris-virginica
+65,5.157086045450977,2.1435623020841477,3.4419107552541064,1.4086943382468955,Iris-versicolor
+66,6.294683776200038,2.8147634614540165,5.052523276700989,2.3199904849673643,Iris-virginica
+67,5.075333488319199,3.237484330433371,1.61566400691236,0.44135348668948626,Iris-setosa
+68,5.939033176098815,3.14138222359974,4.489874048452624,1.4223254558738063,Iris-versicolor
+69,6.773989994984107,2.58748787671071,5.688959973315236,1.7332287362182406,Iris-virginica
+70,5.419024310479962,2.578796029602941,4.558203009846062,1.3769663739230327,Iris-versicolor
+71,6.127595781012099,2.683603469835788,4.297638980069483,1.2383051410413353,Iris-versicolor
+72,6.4054313902399755,2.6206391268508007,5.269657764445021,1.8066344951386308,Iris-virginica
+73,6.384138803690877,2.4024417492306043,4.551080148919021,1.338186550596936,Iris-versicolor
+74,5.451884315365278,3.273038717519544,1.5052558691572813,0.37656564921731384,Iris-setosa
+75,5.8229863109351765,2.8380892013197623,4.178900178260809,1.3268900400207702,Iris-versicolor
+76,4.958812688904807,3.0587596640340995,1.2741486612666157,0.19867171277320755,Iris-setosa
+77,7.09264141002173,3.2514833373098164,4.866258657507267,1.4799409574180538,Iris-versicolor
+78,4.77136484727377,3.0088242923125845,1.4475534570171693,0.19629885091347293,Iris-setosa
+79,5.9971096290971655,3.2167300150780735,5.448407859436859,1.866724228182676,Iris-virginica
+80,6.359918558274307,3.1665958710650353,5.444650044548525,1.5630602705001673,Iris-virginica
+81,6.584845084414376,3.2364330149125755,4.297693815888714,1.5462979154259247,Iris-versicolor
+82,5.674805101172129,2.6813041068803103,1.5590765267667452,0.33993613204111905,Iris-setosa
+83,6.78438758580109,2.7262063393459854,4.783896269374224,1.4893281805996699,Iris-versicolor
+84,5.6311763263086,3.2437780789209416,4.943354095142228,1.6448134343382628,Iris-versicolor
+85,6.434865992458902,2.6624240375591706,5.439067464783465,2.1213354830326123,Iris-virginica
+86,5.9435992476242605,2.545080398696197,4.549862125300293,1.5445174102313817,Iris-versicolor
+87,5.0271862443433655,2.8455668151080324,1.5225271867700605,0.10887490592972812,Iris-setosa
+88,6.333913000289845,2.510981258358912,5.217907160068502,1.6609617671250798,Iris-virginica
+89,4.829480400714794,2.6797832167428814,1.4689754630873357,0.34444980421012716,Iris-setosa
+90,6.69250705968611,2.870161237401219,4.912918614332272,1.6948538239436437,Iris-virginica
+91,7.291078474585621,3.120615878669523,5.43742146007536,1.898626369645054,Iris-virginica
+92,6.117256739834482,3.163315653581951,4.320053372067872,1.3753072746582173,Iris-versicolor
+93,6.0325030881867185,2.777549352977059,4.578450212550891,1.666935095964414,Iris-versicolor
+94,5.625484704918242,2.394527813955524,3.932740195616533,1.1677218866529109,Iris-versicolor
+95,6.719191415982118,2.8233759044186475,5.851496390824547,1.8369150965593364,Iris-virginica
+96,4.502906224775898,2.9028395958610194,1.3109622167760726,0.29188417437059355,Iris-setosa
+97,5.39669045687489,2.8259483227160462,4.440127894957722,1.456459930351212,Iris-versicolor
+98,6.277911262613231,2.6773426949902714,4.290769979641313,1.5074245745703037,Iris-versicolor
+99,4.8375662427283,2.818582196591884,1.7476247969359484,0.1834376834924289,Iris-setosa
+100,5.462998415749918,3.0769646002830506,1.3574483526777241,0.20318574456025246,Iris-setosa
+101,5.308510723680268,3.1779732368254963,1.5869075852563013,0.22000769961559663,Iris-setosa
+102,6.231684753418611,2.642578772326678,4.794935165441567,1.7113510971672825,Iris-virginica
+103,5.426792266624255,3.0282957923117095,1.5965202928480922,1.865802792510282,Iris-setosa
+104,5.40997986024223,2.801322364115135,4.509674113541425,1.2838186195845733,Iris-versicolor
+105,5.4481193758223565,3.3179286223883464,4.250885293019866,1.2593550920581262,Iris-setosa
+106,6.677103754959081,2.6047218921967503,5.32157812123367,2.15175844087396,Iris-virginica
+107,7.331081969665558,3.010686680782375,5.874539541775773,2.1487689568832473,Iris-virginica
+108,6.75651406126441,2.9513151965001394,5.138512028264951,1.8208243888559525,Iris-virginica
+109,5.505175047576976,3.0331636284970958,4.391349972877805,1.1386810336291449,Iris-versicolor
+110,7.475469269401701,3.020911326633857,5.703000587554447,1.6966411272138056,Iris-virginica
+111,5.274661000581794,2.8180779972373475,1.5453187692341879,0.36213765842954754,Iris-setosa
+112,5.437284921112734,2.6450617154628713,4.050174995829631,1.1062558482970748,Iris-versicolor
+113,4.6176133389107745,3.3057118277873383,1.4715133614293456,0.13299664596536206,Iris-setosa
+114,5.39634758161002,2.910784026145505,1.456326382940309,0.23260670415338391,Iris-setosa
+115,5.624752409474327,2.4866801969725305,3.721819770738018,1.5614235308666307,Iris-versicolor
+116,6.975594386199677,3.0480176986285294,5.9755127180082095,2.271178715141412,Iris-virginica
+117,6.289235057904438,2.6409970456172793,4.579060577294404,1.44532338412497,Iris-versicolor
+118,5.1297534692450135,3.4315354540515504,1.5038363213982069,0.2934466507902012,Iris-setosa
+119,5.565235894069449,2.8278294491905966,4.311311675107967,1.4632868474193084,Iris-versicolor

iris/tvae/2/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.9973275964626875,3.426946806019851,1.5361712244357377,0.16035715822452412,Iris-setosa
+1,5.668086000370572,3.2744904898118,4.5111098310193904,1.7008330425395957,Iris-versicolor
+2,5.231959770410953,3.683290831909102,0.9002301571692871,0.1787684354656825,Iris-setosa
+3,4.424085255084798,3.144495091304401,1.4506560359009564,0.1076711129953484,Iris-setosa
+4,4.765684220801192,3.1922869578917474,1.444990105025121,0.1716785405197382,Iris-setosa
+5,5.601586218573061,2.8530614097066502,3.9980222070368217,1.5063987982534848,Iris-versicolor
+6,5.914101243046441,2.753784051181823,5.128934767048941,1.9001994068443089,Iris-virginica
+7,6.5913458125531,2.5535245104050843,5.449360117049748,1.697009561692529,Iris-virginica
+8,6.472406023371572,2.6672912268245232,5.127574050322497,1.6508129589987317,Iris-virginica
+9,7.270323752092134,3.0926840373992337,5.391673436836703,2.078226806671557,Iris-virginica
+10,6.374919070656435,2.843756529850162,5.7189273034727055,2.2504889584583774,Iris-virginica
+11,5.9524374728246325,2.416975870280373,3.4733151504755346,1.4007651986445657,Iris-versicolor
+12,4.889050869445559,3.407527652603838,1.3058811458798383,0.1492928114461597,Iris-setosa
+13,6.696258674543473,3.2369601618866177,5.2352697084386435,1.6699588751049412,Iris-virginica
+14,5.5837741442169815,2.9621505658599045,1.3893621896666486,0.21860054552385852,Iris-setosa
+15,6.448857055110011,2.8530372736842398,4.92963554948048,1.6379768685715326,Iris-virginica
+16,6.654127379424933,3.5718740068490398,5.13984731266159,2.095558456372467,Iris-virginica
+17,6.648117148193937,2.630677335572417,5.226217887925199,1.818983132366291,Iris-virginica
+18,6.7565398664688585,2.7551217894742535,5.396780462136002,1.6124388527759936,Iris-virginica
+19,6.948057295813465,3.542604428616946,5.073800537394195,2.2910734473555334,Iris-virginica
+20,7.071938243265636,3.1012519254572553,5.4195404886615925,1.7230737391508881,Iris-virginica
+21,4.553876705035405,3.1381897235488645,1.1825177487278733,0.11550075707980692,Iris-setosa
+22,5.947950370759864,2.024309609090987,3.6971200466253737,1.3197966615525762,Iris-versicolor
+23,6.299076044566099,2.928872412230121,4.942449226909105,1.5801883599254172,Iris-virginica
+24,6.183190107562057,3.174203044814397,5.19760646894224,2.310387408522256,Iris-virginica
+25,5.939358660716634,2.8362721044036845,4.986534885023275,1.7145062328958554,Iris-virginica
+26,4.916841897987292,3.5020050769720896,1.6133236273580795,0.26833716618321923,Iris-setosa
+27,4.830150294395137,3.309731204158452,1.5040879974518444,0.37512549152760366,Iris-setosa
+28,6.338376476553551,2.8799778099789743,5.092339821270919,1.9082039844246501,Iris-virginica
+29,5.5085984863609605,2.7139434829197455,4.629208376199609,1.539113909305322,Iris-versicolor
+30,6.649372520533421,2.8497334706207798,5.61118540190557,2.226076905038503,Iris-virginica
+31,5.084477390001136,3.512686298461848,1.4138238566503019,0.1269761295080642,Iris-setosa
+32,5.0453122580487015,3.3691220109131574,1.3118368067201545,0.2433561244934617,Iris-setosa
+33,5.7881476233316835,2.68237451335003,4.8120248325884045,1.766344096954278,Iris-virginica
+34,6.639118216080618,3.2901491550286637,1.9164379532642988,2.1511606037740036,Iris-setosa
+35,6.144973201793202,2.743623725174714,4.306629403483918,1.503863433996227,Iris-versicolor
+36,6.073598064915113,2.9704058838622482,4.953577902195344,1.6829859325892578,Iris-virginica
+37,5.227727230777717,3.872743931648686,1.5494943292336967,0.27698329968156654,Iris-setosa
+38,6.263684295932309,2.470232467034589,4.8242710962079265,1.751079625148702,Iris-virginica
+39,4.673144853489569,3.1279396183306725,1.4895131587004165,0.2667720747489969,Iris-setosa
+40,6.388245454898663,2.847447996753378,4.778866989935114,1.5489768558580952,Iris-versicolor
+41,5.69312539342058,2.347245294450616,4.627974055335939,1.4378656927980245,Iris-versicolor
+42,5.482933346959122,3.1761190749225876,1.5333003806564869,0.2709148423351758,Iris-setosa
+43,5.13900546572787,2.5267421304895783,5.108938180877822,1.9039071528734033,Iris-virginica
+44,5.906788989104983,2.564066743533824,4.515584954396661,1.7022077529377657,Iris-virginica
+45,6.351886846195984,3.2550727261483057,5.036648529117785,2.0465567843972012,Iris-virginica
+46,5.832716600561539,2.824636553682334,3.9146965961440583,1.5983729318514768,Iris-versicolor
+47,5.53321297192318,3.5727683418900096,1.5898148825157554,0.31161331649389956,Iris-setosa
+48,4.827291514426811,3.393103902549554,1.3534007217942365,0.29110529501979454,Iris-setosa
+49,6.624890131944945,2.8820622889171044,5.049447005656445,1.6811670416711664,Iris-virginica
+50,6.817469413801686,2.8081430998085484,5.3100633494402665,2.5378125744074596,Iris-virginica
+51,6.295702680069619,3.2343276261646663,5.286413649252716,2.3261945789897784,Iris-virginica
+52,5.243422374310452,2.7116213618889855,4.442323741208039,1.5120994414884354,Iris-versicolor
+53,6.539213106164678,3.112847431680573,4.905571857409245,1.9155338421769477,Iris-virginica
+54,6.495956511189762,2.7259020487086247,5.201524295124039,1.5375259014192055,Iris-virginica
+55,6.4829542094062695,2.9883207697111116,5.249874156246179,2.282674212141132,Iris-virginica
+56,5.478467642205081,3.361960294183925,1.4641786755931014,0.4336233242848524,Iris-setosa
+57,6.8296452729817965,3.2168926913424793,5.6241047762557805,2.3645189514843286,Iris-virginica
+58,5.49136956225373,2.7278972441353897,4.890059348624523,0.8412076847755217,Iris-versicolor
+59,4.655561582917834,2.9906576413879753,1.259812143310888,0.10841650518364293,Iris-setosa
+60,7.0980876142984375,2.702578206199631,5.111192364803924,1.4520787739514627,Iris-versicolor
+61,6.687414368705569,2.8652935738809915,5.100875510533852,1.5438215956038326,Iris-versicolor
+62,6.699811324761066,3.478366012017381,5.489019165245152,2.5334882104621004,Iris-virginica
+63,4.896249643280901,3.5434604197344495,1.6816838602124715,0.26417686053077294,Iris-setosa
+64,6.2710874881036425,2.540736341736668,4.738641546890341,1.3378615276301298,Iris-versicolor
+65,6.0695779499865985,2.532837250496896,4.213957499949547,1.058489525640383,Iris-versicolor
+66,5.133841057448606,3.438096214790089,1.6191089624374053,0.36137228975483426,Iris-setosa
+67,6.413631800539494,3.1695223325938118,5.379523830375421,2.0557088250482103,Iris-virginica
+68,6.954036973334482,2.7325336326788214,5.970433393612414,1.6515276950877877,Iris-virginica
+69,6.988432928667426,3.1593776491605725,5.8222791050441245,2.242735130898921,Iris-virginica
+70,4.774215377504451,2.789020478681702,1.516092885005673,0.381816840394537,Iris-setosa
+71,6.06923027030436,2.1247689318815626,3.697652223368615,1.1946824619938892,Iris-versicolor
+72,6.5475819352592035,2.429797002589586,4.123908060423754,1.198549666497018,Iris-versicolor
+73,5.965416972632845,2.6460757315417824,4.4962759298212065,1.589674337771403,Iris-versicolor
+74,5.135637203365734,3.3087053608452788,1.5309505067680975,0.26656538187907947,Iris-setosa
+75,7.294600217084262,2.7949017246503876,5.246285188213087,1.8214416503059465,Iris-virginica
+76,5.728269744909731,2.714860216255863,5.272732189085684,1.8398434707563591,Iris-virginica
+77,4.512850923760317,3.038486533321455,1.5087869355734138,0.21905296935418947,Iris-setosa
+78,6.131630626843198,2.680171258881968,5.182637253005585,2.002355296983175,Iris-virginica
+79,6.467515731624194,2.5034803177749176,4.8990090685176755,1.52170555619464,Iris-virginica
+80,6.462869395430097,3.083400328796999,5.289984033188067,2.0588611043041802,Iris-virginica
+81,5.991025365573106,2.6562213342856857,4.720067729876317,1.4695544759143384,Iris-virginica
+82,7.38211035277945,3.096907838005464,5.629983022197324,1.6670790020740929,Iris-virginica
+83,5.865209853994484,2.757540753538098,5.274104946402638,1.9148202934561775,Iris-virginica
+84,5.31030674957632,3.3546559781941685,1.8101683781839675,0.16104472741016257,Iris-setosa
+85,6.697045149391769,2.8882213633143756,5.598101141654444,2.4468684970861925,Iris-virginica
+86,5.239232603300764,2.7972697248142433,1.5740685561803736,0.30777273012544737,Iris-setosa
+87,7.564749496095741,3.7313090788172127,6.1153222790663,1.9627366146358312,Iris-virginica
+88,7.508591008203238,3.3808865916063864,6.000351462551395,2.218585713533708,Iris-virginica
+89,5.071047046378897,3.027190730304718,1.6104514432700574,0.2506973227695789,Iris-setosa
+90,5.592060431330495,2.813276104764052,3.2354369472556894,1.3550461611475821,Iris-versicolor
+91,6.332947156773936,3.084158574160592,4.7343499310661485,1.601853135273602,Iris-versicolor
+92,5.828097558407961,2.9507279539773426,5.017444506576225,1.8182245793815779,Iris-virginica
+93,5.463486483236571,3.3695792033410883,1.5974131351045282,0.4816093194590961,Iris-setosa
+94,5.52440160812189,2.922732461355107,1.6789015611386606,0.28645229807933054,Iris-setosa
+95,4.656918850752187,2.7637358340484526,1.5549534600402661,0.32521445729072124,Iris-setosa
+96,5.374049319442628,2.8191882427841266,1.6149489996800288,0.193698681165253,Iris-setosa
+97,5.325088991306907,2.8720840385655038,4.494888429778968,1.5069902401981659,Iris-versicolor
+98,6.042868879105178,2.753065128284945,5.020658325293075,1.6813625915155979,Iris-virginica
+99,5.297924259427547,3.2226652298292398,1.6270853557468012,0.38217024219312035,Iris-setosa
+100,6.513536009831568,2.9988670824886405,5.504030074396737,1.9272556544213009,Iris-virginica
+101,4.368639051756447,2.947490908094884,1.0909127398140166,0.0733168519805954,Iris-setosa
+102,6.362603840586625,2.9812041834463607,5.240635122848447,1.9184886623809543,Iris-virginica
+103,5.719073916694999,2.653364192377859,4.737621922985501,1.6863952902251873,Iris-versicolor
+104,6.747124824087996,3.621255361522806,5.82120477748285,2.3511893537696555,Iris-virginica
+105,6.739321148117447,3.00062883581344,6.080659193584372,2.1066307556433,Iris-virginica
+106,6.316391376053117,2.6878410301208713,5.192368816858895,1.8177872179194292,Iris-virginica
+107,4.675697931331358,3.1777552444798407,1.3352035396287785,0.1234689625064965,Iris-setosa
+108,5.261771256356012,2.882186946069831,1.5487033314938625,0.12461440340523677,Iris-setosa
+109,5.889376937715987,2.851187410002359,4.685195810548559,1.4484308376369035,Iris-versicolor
+110,6.66584251808004,2.968785152896601,5.250474210163374,2.3486852619089653,Iris-virginica
+111,5.224810804938796,3.011256954479427,4.300685797587442,0.8522955607837258,Iris-versicolor
+112,7.770171778186822,3.153652914646547,6.4644261022241825,2.244695928352704,Iris-virginica
+113,5.8959389630631795,2.9504541206191943,4.608792826746136,1.5119754033954715,Iris-versicolor
+114,5.867052604003518,2.595397403512013,3.7768314536666328,1.1266630383270007,Iris-versicolor
+115,6.49330278228188,3.666019829121603,5.309669572741592,2.3176478515121945,Iris-virginica
+116,6.026578254699345,3.242680604263109,5.458247404968343,2.0119124263695634,Iris-virginica
+117,6.708427668299395,3.0627885870140554,5.377031161340862,1.7656301059069452,Iris-virginica
+118,4.652389851334769,3.2461183651025918,1.3153710599099557,0.1995426124588809,Iris-setosa
+119,5.914362525204734,2.5398202276774535,5.15811878795908,1.9180732102872886,Iris-virginica

iris/tvae/2/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.572614558701172,2.8137550357796957,3.9975780861243693,1.227080429058167,Iris-versicolor
+1,6.414766645605668,3.3518775534055876,4.75008014395087,2.0950245521047997,Iris-virginica
+2,5.720668050230363,3.001051520034739,4.271384749450155,1.4893739704599145,Iris-versicolor
+3,5.097542462748412,3.293818283120731,1.4602787358820244,0.2732309807693008,Iris-setosa
+4,5.6306564980713665,2.729764680227923,4.949053086072472,1.6075115032395422,Iris-setosa
+5,6.2314544406429215,2.753447194831964,4.751025536820465,1.9287867420015643,Iris-virginica
+6,5.233998973893848,3.331249999819012,1.6298605305498284,0.12403598247497327,Iris-setosa
+7,5.2553249742910735,2.4350608174631976,3.861503579418435,1.1750412263695411,Iris-versicolor
+8,6.699636814139221,3.3303662069580557,4.949257024294595,2.169878932778656,Iris-virginica
+9,4.420093878179678,2.835641433951471,1.328218433217149,0.13786860715915555,Iris-setosa
+10,6.847804942079571,3.158498033927988,5.743249020747581,2.359087863480725,Iris-virginica
+11,4.974863547419431,3.0410045499388882,1.6196204892214505,0.34262603924951024,Iris-setosa
+12,7.002192364341448,2.966668531022477,4.938903207998913,1.623785586032816,Iris-virginica
+13,6.245925140611182,2.7145285695068835,4.135169500503192,1.357135059498603,Iris-versicolor
+14,6.193882415377715,2.7807336071021913,4.680742194030131,1.524555546166808,Iris-versicolor
+15,5.670605983794356,3.4716218458328045,1.1382579251809726,0.12633246876014761,Iris-setosa
+16,6.408816448589548,2.598716589635242,4.89118448458682,1.2772870915863503,Iris-virginica
+17,6.146543805233217,2.7086450469690044,5.313690565366209,1.8450435647156158,Iris-virginica
+18,5.184269212416779,3.426604083561444,1.2455992318601499,0.8124619374560239,Iris-versicolor
+19,4.814086662412599,3.309665105034908,1.5395940083085098,0.13286296953794527,Iris-setosa
+20,5.071309892724765,2.6858732695256258,3.672209774908826,1.2792549834379545,Iris-versicolor
+21,6.954774732163841,3.383416270677606,5.866745409555944,2.398599629925287,Iris-virginica
+22,5.751766265614121,2.737400246968953,4.556193276557763,1.3598964201193473,Iris-versicolor
+23,6.2821810249599,2.6857942367719443,4.439348432347835,1.4718726747243056,Iris-versicolor
+24,5.4120101236893765,2.611795369012627,4.810589596924558,1.165367605808957,Iris-versicolor
+25,5.575003063206053,2.91726851822935,4.546632156217505,1.2994434778902466,Iris-versicolor
+26,5.810750602628222,3.1778947384285283,4.270459534076638,1.227226066701316,Iris-versicolor
+27,5.533848481884315,2.500899565289467,3.9560041338732717,1.1795518895793027,Iris-versicolor
+28,5.398409802164904,3.2863038141870193,1.2239771128822958,0.19714394800005114,Iris-setosa
+29,4.977622804755432,3.6572740668697756,1.6251432337869012,0.21361852100997836,Iris-setosa
+30,5.975227118015461,2.806193591737502,4.902464953798225,1.6922098490886228,Iris-virginica
+31,6.2689836691668805,2.732457283395044,4.195797322748569,1.5892905200687775,Iris-versicolor
+32,5.227791107076634,2.6553243188183315,3.8225954007076526,1.404255379966142,Iris-versicolor
+33,5.776446929180261,2.672376911164411,4.942193962628165,1.6245008596490422,Iris-versicolor
+34,5.944723762381749,2.7629807581627763,4.403989724069558,2.0441766287542538,Iris-virginica
+35,5.775326031328966,3.4005583941895825,4.764356726866425,1.3185557038348685,Iris-versicolor
+36,7.479826157409952,2.966352346892393,6.159628650033704,2.1875010988711145,Iris-virginica
+37,5.127633518901741,3.5723877570021427,1.6441846003698803,0.3898906852185423,Iris-setosa
+38,5.063300181308663,3.119552320455508,1.6422867640792882,0.2537985255509981,Iris-setosa
+39,6.53467559199616,2.8506314924965688,4.451329062784486,1.264966323184032,Iris-versicolor
+40,5.678511979127438,2.977635931807564,3.905712846916317,1.443311690458091,Iris-versicolor
+41,6.816272518233237,2.704427999213981,5.407994239906923,1.840736847741502,Iris-virginica
+42,6.385484495252085,2.5148175344660846,4.579549448839168,1.6077926139084209,Iris-versicolor
+43,4.979839773293698,3.2032229331615656,1.5702583466238735,0.3141777284503125,Iris-setosa
+44,5.608649210665512,3.0567057996587677,1.1880340308522748,0.21579510923750847,Iris-setosa
+45,5.727059117704693,3.0944798528174253,4.18780890806692,1.6057028897620567,Iris-versicolor
+46,6.298983101190816,2.6530558835054183,5.614691918384431,1.3257502512459436,Iris-virginica
+47,6.57289788612506,2.730284129111908,5.436161850334928,1.7090186904845834,Iris-virginica
+48,5.891114830818402,2.800225742585667,5.566765179844675,1.9308469315108028,Iris-virginica
+49,6.5705687940308515,2.5598598539448543,5.025124875191406,1.8972405841686342,Iris-virginica
+50,6.069627170000751,2.556430934317321,3.9550622159226174,1.4056976514759503,Iris-versicolor
+51,5.638310216856608,3.031667002867861,4.832168298669169,1.4069506307540465,Iris-versicolor
+52,5.459153545292278,2.795196029577789,1.656209123177707,0.416344269434317,Iris-setosa
+53,5.24250200005658,2.6260349763818414,3.7310274853636503,1.2852532488669999,Iris-versicolor
+54,6.724664633672795,4.049930775875665,1.7048820239002351,0.4706777801298502,Iris-setosa
+55,7.108411977373991,2.5557450647877533,5.30482946179671,2.1508006690847727,Iris-virginica
+56,5.78219639882536,3.2563524194545925,4.812596971154737,1.6469774510952442,Iris-virginica
+57,5.86310526407252,2.8212041322994805,4.627079420269483,1.9898459708507927,Iris-virginica
+58,6.76603534410177,2.7663947722978417,5.396143745272749,1.7671249691194737,Iris-virginica
+59,7.015933591617933,3.1187546307454603,6.108691933619494,2.1076707298968747,Iris-virginica
+60,6.7541133223891014,2.928374432465188,4.834772721100492,1.4662562452212307,Iris-versicolor
+61,5.8357794499882045,2.7719692423142996,4.6810515394620555,1.4338743888713634,Iris-versicolor
+62,5.481508299868009,2.6248674670359526,4.853576006103048,1.7754227128654179,Iris-virginica
+63,6.110951829830768,2.6473799913197014,4.917324310774992,1.6055891602471917,Iris-versicolor
+64,6.733316235658834,2.967831029971645,5.316577137039618,1.9931074069622077,Iris-virginica
+65,6.713647139230346,2.7752758126087773,5.255888145779458,1.740483462985442,Iris-virginica
+66,6.213298466547726,2.7402699189409656,4.312765611188918,1.6890169294331887,Iris-versicolor
+67,5.612151437860884,2.8078938705839573,4.749710772849635,1.7749709353026102,Iris-versicolor
+68,6.776840915292082,2.9706567774781023,4.57643916283931,1.6192217710108863,Iris-versicolor
+69,6.755821101685098,2.7760230012773213,5.32707121332463,1.982003431478042,Iris-virginica
+70,5.663505994541454,2.8803878345612905,4.722506584819329,1.666388266234274,Iris-versicolor
+71,4.783730533061828,2.8582248306928606,4.793336596550547,0.2643312761490406,Iris-setosa
+72,6.629746535161868,3.1907826260384384,4.919039335145776,1.2901745229181976,Iris-versicolor
+73,6.50830494506254,3.104118394580296,5.78254399265529,2.195662821758744,Iris-virginica
+74,6.210333362343595,2.495160516187729,5.2965562486278746,1.776301974581713,Iris-virginica
+75,6.056120782192913,2.8021428282222125,4.558117752253223,1.8340267769824992,Iris-virginica
+76,5.930774579176912,3.1338249390465824,1.6088621340005547,0.35355244702517763,Iris-setosa
+77,5.496384153771339,3.832540282134373,1.5865667018923006,0.3492594439800672,Iris-setosa
+78,5.332066623722287,3.5470140458160877,1.4744862530022083,0.33166323634480166,Iris-setosa
+79,5.8021638619365525,2.83961503868619,4.388499353739085,1.7667547381544662,Iris-virginica
+80,7.2077874530258095,3.086687350977819,5.576046132393732,1.5831118239782644,Iris-versicolor
+81,6.051922110657438,2.6899437227683336,5.735026946979299,1.7944571547217654,Iris-virginica
+82,6.943829281726929,3.104330118878972,5.927589378066573,2.380572695585711,Iris-virginica
+83,5.144608244922404,3.580916971324938,1.6228390109552204,0.21430835839795298,Iris-setosa
+84,6.990259844211622,2.629037849350977,5.68531038032882,1.7394071776208135,Iris-virginica
+85,7.74727926026044,3.572268423827173,6.5647086290610694,2.146831465631191,Iris-virginica
+86,5.941803629606287,2.9192132545636644,5.055818778705042,1.783737299739733,Iris-virginica
+87,4.644242709848216,2.749568480935151,1.5258994568232904,0.217651753746241,Iris-setosa
+88,5.038162219147793,2.2522545206330022,4.190629283394312,1.8030764086962234,Iris-versicolor
+89,6.395739664313523,2.839397982454293,4.970420807537214,1.354110746529666,Iris-virginica
+90,5.926593702361946,2.7168453357807127,4.862012439756155,1.7746273320984318,Iris-virginica
+91,6.922832367316891,3.0135543433931864,5.433860074489941,2.4855892175222616,Iris-virginica
+92,4.721757244910039,2.703501242454925,1.4075785601427298,0.17980221014743425,Iris-setosa
+93,5.663727886295789,2.8820475190970156,4.406587831484124,1.2092573532106328,Iris-versicolor
+94,5.434992720846796,2.649024860699035,4.32161911639603,1.3688143006943319,Iris-versicolor
+95,4.723955399173639,3.1575483122186827,1.2656358021534069,0.12248790360564796,Iris-setosa
+96,6.121110204543143,2.750607814470724,4.529653226933055,1.4003844853495178,Iris-versicolor
+97,4.556883939897219,3.4322264215345983,1.6219197076222334,0.22111702772556613,Iris-setosa
+98,4.569909117476289,2.720299595315947,1.3143171082484375,0.025946525806754245,Iris-setosa
+99,5.739359881206781,2.7265264267645057,3.842428131368404,1.3132793422607802,Iris-versicolor
+100,6.015196531250834,2.62899273908243,5.002950693493447,1.5885331849166697,Iris-versicolor
+101,5.613050974620986,2.6720593879431327,4.3883673179130245,1.5250304579135365,Iris-versicolor
+102,5.910481620258973,3.0085195319560487,4.708197866396526,1.695591231253249,Iris-versicolor
+103,5.106526658566103,3.2179494795205548,1.3749425148620449,0.2095528652815446,Iris-setosa
+104,6.163670539440618,2.789597708052066,4.659152157397889,1.8544953592656708,Iris-virginica
+105,4.560051445528137,2.7911526207215127,1.4466911807886595,0.1558254312125041,Iris-setosa
+106,6.626572793104525,3.4114078851480376,5.321117689132535,2.335909588485345,Iris-virginica
+107,5.397402466249209,2.696840786761424,1.4619170818250453,1.3490279550594357,Iris-setosa
+108,4.547810562329259,3.4167663463286386,1.3560784825181724,0.2908130239946892,Iris-setosa
+109,4.4515385403383005,3.154205392493,1.3332628394439512,0.13962182958039399,Iris-setosa
+110,6.167640790724128,2.788428388400699,4.674041487559207,1.4783531228579452,Iris-versicolor
+111,5.920101524610999,2.8206917639810962,4.6857216799225885,1.6800909142328804,Iris-virginica
+112,5.348690335572316,2.949262927617289,4.225165310521897,1.335780693025993,Iris-versicolor
+113,6.118354924229883,2.5274410825989966,4.925127246520681,1.6018169427535145,Iris-virginica
+114,5.39394905192707,3.67015071270653,1.5376132318343774,0.405835854433925,Iris-setosa
+115,6.3098901784239265,2.4371541942497723,4.807790470239944,1.4886295747073146,Iris-versicolor
+116,5.517930535897262,3.028691035461286,4.7782987786305675,1.5740613032227266,Iris-versicolor
+117,4.691386789779849,3.2641559066411885,1.6392113182913666,0.2776136007687826,Iris-setosa
+118,5.848649869307546,2.5242395196739205,4.180429195621676,1.227778161603893,Iris-versicolor
+119,6.816644032911309,3.30867397970553,5.095859817222257,2.45632138523847,Iris-virginica

iris/tvae/2/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180322944895488,2.3876157226327983,3.796822971876921,1.316209121345599,Iris-versicolor
+1,6.365484252102528,2.8054919952955446,5.054335939319562,2.087308948538086,Iris-virginica
+2,7.595244987637303,2.7591332199659258,6.55165834481289,2.0207832311945833,Iris-virginica
+3,4.895703574925452,3.1192751124462044,1.3082170443442858,0.3329247892293217,Iris-setosa
+4,6.705311545006442,3.0273220183805964,6.026778101834161,2.227420312465917,Iris-virginica
+5,5.731693273302617,2.5689573267275994,4.848648041527823,1.5162425604944398,Iris-virginica
+6,6.417379319246452,2.9090244512196546,5.190652866836374,1.4512196308765433,Iris-versicolor
+7,7.203938597107747,3.0900608789330204,5.815011047550186,2.159862927744581,Iris-virginica
+8,5.331397840216385,2.888768816749369,1.2183549807139746,0.17748966030056598,Iris-setosa
+9,5.0287712858738285,3.369632164550663,1.3091915238897096,0.16893376020904388,Iris-setosa
+10,5.35706429468391,2.854147969485952,1.5099012549023623,0.48513237984977686,Iris-setosa
+11,5.556065369838653,4.077565110297013,1.6617474334995712,0.2656081664938988,Iris-setosa
+12,6.582712610214804,2.756610424113667,4.980075666817898,1.4400883265156739,Iris-versicolor
+13,5.061099689037878,3.5237808903000274,1.533038802684816,0.1927635188252581,Iris-setosa
+14,6.399144440504658,2.668192747791256,5.261697031774084,1.6488580114303302,Iris-virginica
+15,4.5034025793901975,3.0811176910475826,1.261747803502299,0.19369677088261295,Iris-setosa
+16,5.444202687054816,3.038931718827775,3.5690027504839703,1.5538287632065995,Iris-versicolor
+17,4.902462778857535,3.6731829591424145,1.7193644303503057,0.31536103247470304,Iris-setosa
+18,5.699783306795641,2.847743229652086,4.87163126574365,1.9938809374012356,Iris-virginica
+19,5.158099805898124,2.8751413043442056,3.5232168532535972,1.4048815955541119,Iris-versicolor
+20,4.735275365934787,3.456584797970484,1.1751684739140251,0.13386532462340694,Iris-setosa
+21,5.243333393609322,2.962820634949944,3.6534486720850667,1.1346866855610827,Iris-versicolor
+22,5.749695754386286,3.5960591508381876,1.6579605410845097,0.36369810496659233,Iris-setosa
+23,6.7416446878231024,2.5873001932998347,5.5545712799900135,1.5106373293437199,Iris-virginica
+24,4.919727325928213,2.8247605776946867,1.4093036088229198,0.3878115050471936,Iris-setosa
+25,5.220470343171527,2.839343744279533,1.4515015985257982,0.21800455220157774,Iris-setosa
+26,6.754617134988806,2.638487265443631,5.112689702348396,2.4517710293455908,Iris-virginica
+27,4.595526357099102,3.3836311853344543,1.7504855441842861,0.2287592858886308,Iris-setosa
+28,5.194191779367364,3.788240213188841,1.5508155655700704,0.2964429477963583,Iris-setosa
+29,7.115029480959273,3.5179760944130862,5.177664824171902,2.318916857991045,Iris-virginica
+30,4.83288553513217,3.265719458384451,1.7513489688387285,0.22986354548310134,Iris-setosa
+31,5.664197006978427,2.661408923699738,3.855170081931728,1.297350642695763,Iris-versicolor
+32,6.141775287822539,2.4856696885584317,3.7092626946832152,1.1900467856192212,Iris-versicolor
+33,5.42381231622099,2.630653873282127,4.542869636927761,1.1635019257502779,Iris-versicolor
+34,7.297793759452073,3.6423291632348698,6.023471354895251,2.0831150737774076,Iris-virginica
+35,6.816610636772027,2.968289192045297,5.274959199372283,2.211166170258655,Iris-virginica
+36,5.533693205002096,3.1880860328669187,4.589288768325013,1.562232879463527,Iris-versicolor
+37,5.4897817182337105,3.0366043071511024,5.061148884778817,1.8474410771429546,Iris-setosa
+38,6.686881267835373,2.6127138034060184,4.7915111796888326,1.4548085221266858,Iris-versicolor
+39,6.042767504230171,2.736169150680485,4.529024812995134,1.3921609834513262,Iris-versicolor
+40,4.952392479966237,3.0147524122619065,1.4460495753700688,0.3716641116951999,Iris-setosa
+41,6.329623362594215,2.9286394002762144,4.897831575738185,2.21957661560418,Iris-virginica
+42,5.87477667312461,2.6320689698350535,4.155819152736276,1.5446419198393335,Iris-virginica
+43,6.894762679861761,2.9301551575167615,5.210275513328328,2.08433555216762,Iris-virginica
+44,5.791725773631372,2.674521445095193,4.949583208695601,1.698296021158136,Iris-versicolor
+45,6.089494318031571,2.4960865172004163,4.142079148410305,1.449105433078083,Iris-versicolor
+46,5.471874939897517,3.5798238448060853,1.4780963699223784,0.3863551256462436,Iris-setosa
+47,5.295399821851686,3.34003967461341,1.5596966432354078,0.2826321998079802,Iris-setosa
+48,5.623270834475674,2.5038407659079076,4.253107356448061,1.2523288682720697,Iris-versicolor
+49,5.042021201360032,2.9466394868985564,4.139332989023622,0.9188217289237127,Iris-versicolor
+50,6.228016103260818,2.6840401197753487,5.197152417226013,1.795949412870124,Iris-virginica
+51,6.084336007132299,2.758928058464907,5.352556801024459,1.545862367993161,Iris-versicolor
+52,5.977798433355706,2.8963610602129424,5.047356129041203,2.0330135299961523,Iris-virginica
+53,5.164342243531567,3.473736999524464,1.540376219017691,0.42634500571412126,Iris-setosa
+54,5.650485964202249,2.475699308377095,5.324557876815131,1.730377506329802,Iris-versicolor
+55,7.055846994100016,3.420733232611661,5.709147500435325,2.263391126702099,Iris-virginica
+56,5.051279984373865,3.4544746463101386,1.0006029647129504,0.23929366866653004,Iris-setosa
+57,5.958246824687095,2.9928366407096894,4.682648119176655,1.4722456562360309,Iris-versicolor
+58,4.768123901793689,3.0917126930227106,1.438925651480579,0.17871505340255706,Iris-setosa
+59,6.2407502459700686,2.64331525540989,4.2983937941178265,1.435252051847352,Iris-versicolor
+60,5.587155056102046,2.7693341075119853,5.384020285894664,1.866459765405269,Iris-virginica
+61,4.8084587393774285,2.121864153373586,2.7514095211869676,1.020662631408375,Iris-versicolor
+62,6.08518801995264,3.1511849303503747,1.618577593297433,0.4257094449918193,Iris-setosa
+63,5.159033190152067,3.43240899862412,1.669386739607289,0.3966164352524652,Iris-setosa
+64,6.160759691711388,3.050767861687817,5.040607556145817,1.7788433836927606,Iris-virginica
+65,5.120071748248765,3.0187501063212068,1.7791308478961152,0.2044619414624097,Iris-setosa
+66,6.152878324223982,2.8731319484826714,5.117183688307717,2.2143300226805955,Iris-virginica
+67,6.66941177909764,3.7148089373290194,5.546134008186452,2.387182746067894,Iris-virginica
+68,5.596060995820198,3.0446589905296797,1.3366110503832018,0.9807025898243827,Iris-versicolor
+69,6.4934424996599684,3.1793996198272065,5.67169042435895,1.9631003385391255,Iris-virginica
+70,5.605226275541598,2.264409657824486,4.821146971241514,1.6389172850876927,Iris-virginica
+71,5.214100474695649,2.2789794205604417,3.9965940040333403,1.3673690385617245,Iris-versicolor
+72,6.661778518659325,2.8668954238015716,5.545193604113214,2.0107376402979584,Iris-virginica
+73,5.916906325904835,2.5138749593802245,4.674200001729093,1.71063443935976,Iris-virginica
+74,6.332569414814124,2.6377270268638275,5.116353286521041,1.506810314253702,Iris-versicolor
+75,6.12895687577422,3.1882406538369144,5.207681061445549,1.947027268926506,Iris-virginica
+76,5.483935496805568,3.352945199663267,1.6726639586458854,0.4105624007804746,Iris-setosa
+77,5.4811585555073,2.6827193347193163,4.127854238456418,1.1110233489372936,Iris-versicolor
+78,6.032895862738421,2.869375836435259,5.080997999610328,1.8673225378386322,Iris-virginica
+79,5.9597166008542315,2.6189724370435505,4.155530477726632,1.3677312621819975,Iris-versicolor
+80,5.0778242009331445,3.7765842905065314,1.586175971456106,0.3074242121181041,Iris-setosa
+81,7.155536928923008,3.348334580707687,5.092249550512027,2.2232059789958636,Iris-virginica
+82,5.613687957869477,3.2900735802546235,4.807216593881517,1.6358684241553199,Iris-versicolor
+83,6.3189699180931695,2.6398158196724744,5.140891858857865,1.6429112458905257,Iris-virginica
+84,4.795133918340171,3.1622428267104783,1.5844968616884936,0.43019923066403776,Iris-setosa
+85,6.225923347840891,2.7783134053903797,4.573798423742298,1.5718051105258162,Iris-versicolor
+86,5.303508398830866,2.493438520369264,4.203855065968751,1.4246118419083276,Iris-versicolor
+87,6.797555938016226,2.986649400407113,5.267672574240265,1.7006521468967575,Iris-virginica
+88,6.056754400381774,2.9853835080407665,4.667958468671762,1.4984033354103319,Iris-versicolor
+89,6.3400878586783564,2.864516834676482,4.448466369894458,1.2588647946944773,Iris-versicolor
+90,5.104097731686749,3.290696397119992,1.3761985569219979,0.18470872456842422,Iris-setosa
+91,6.563027172291282,3.3005619120423986,5.687426652070333,2.295728898559672,Iris-virginica
+92,6.275482745664165,3.2385132021138197,5.217935159001264,1.7865277667702781,Iris-virginica
+93,5.915112763460964,2.7858668264541873,4.549999538106239,1.5788914717915037,Iris-versicolor
+94,6.72648495465709,2.490701335356852,5.2947060862840365,2.0992141681070726,Iris-virginica
+95,5.141532008492678,3.0155653107968408,5.003551633232771,2.0544925841473844,Iris-virginica
+96,4.939756094835454,3.4388911428788633,1.0888744843506677,0.11700062656808763,Iris-setosa
+97,5.621066400856206,2.519593019695179,4.3396018020423615,1.5531724280526222,Iris-versicolor
+98,6.0171354194486275,2.094801859904959,4.520624311646561,1.4766229284565229,Iris-versicolor
+99,5.823159070542419,2.561892659213119,4.602297580341221,1.4398793876775073,Iris-versicolor
+100,6.0686995276955695,2.9252553982182015,5.195698850104075,2.1587194396914624,Iris-virginica
+101,6.697618418943874,2.4627390284366086,5.253972356742848,1.7571253342439392,Iris-virginica
+102,6.294786865263088,2.7516018193144376,5.197501296771797,2.2009364021323403,Iris-virginica
+103,6.441479283338969,3.044652260483307,5.137883299186608,2.3321855409700256,Iris-virginica
+104,5.215921351164919,2.660774274359847,1.547461531069086,0.20342443182016007,Iris-setosa
+105,6.334401242502555,2.6298213866068196,4.500208626284341,1.1529520651997571,Iris-versicolor
+106,6.960984273075679,3.593568077455749,5.485644764484007,2.1884679458536005,Iris-virginica
+107,6.477676442907688,2.666443111609604,5.314599088400655,1.5962812543886606,Iris-virginica
+108,6.132613852379576,2.559511542310139,4.8966822678913475,1.6081217573077125,Iris-virginica
+109,5.772539262845087,2.512951346048391,3.5441556864417336,1.0541605668030847,Iris-versicolor
+110,4.550154883415384,3.160823599342794,1.3704639072660374,0.18774493364116673,Iris-setosa
+111,6.27241608651837,2.7015028159230874,5.016233149935667,1.2934158891293464,Iris-versicolor
+112,5.714986027296379,2.724368368569445,4.240536436081789,1.5150841576175067,Iris-versicolor
+113,4.571112197187706,2.714861978747832,1.4755316960817733,0.3256055065182102,Iris-setosa
+114,5.846163400122227,3.320994470021761,4.441585242521223,1.468265824655912,Iris-versicolor
+115,6.570786652167412,2.65309218879615,4.698699351193502,1.316610121691983,Iris-versicolor
+116,5.897581764660052,2.901170881836356,5.388725652964362,1.9383019608263699,Iris-virginica
+117,6.735722905718363,3.293669031804735,5.719408276578655,2.161552904948696,Iris-virginica
+118,5.499795794572452,2.8488115543077934,4.833929108315453,2.0036055942185618,Iris-virginica
+119,6.725381691886931,2.8549004403158804,5.087175516642948,2.179331719731197,Iris-virginica

iris/tvae/2/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.133151858583931,2.9505720960448816,6.156876313450978,1.9794593771682782,Iris-virginica
+1,5.215548862433196,3.5775403054269916,1.4865431626752803,0.25238133653364486,Iris-setosa
+2,5.670343227253143,2.7688523647782626,4.265729196303275,1.4363536706115825,Iris-versicolor
+3,5.781452658991614,2.684968173697609,4.624338307057947,1.581076659969921,Iris-versicolor
+4,5.68158330148551,2.5775816993380123,3.8298174912784946,0.9773804689623723,Iris-versicolor
+5,4.548122356493,2.9078959439636987,1.614607073226896,0.2510730365700657,Iris-setosa
+6,5.733326955237578,2.8830559227975234,4.631221396386346,1.2450734659574798,Iris-versicolor
+7,5.48684257095543,3.6815438466971986,1.7603293606857613,0.2976834229833162,Iris-setosa
+8,6.322492398621743,2.950428330272908,5.204052976758455,1.9996825762327364,Iris-virginica
+9,5.10421084016464,2.698014552869797,3.5055930814284073,1.4479883753889573,Iris-versicolor
+10,4.988886645026561,3.448622974816918,1.3963463311413986,0.46033885715544254,Iris-setosa
+11,5.1673402842500415,2.547895673001748,1.5594262471542604,0.33561607040223584,Iris-setosa
+12,5.967874692982437,2.803303179358743,4.482580939701081,1.7968510124635597,Iris-versicolor
+13,7.091699978463415,2.857881936768823,5.6644981784961566,1.7462415242615383,Iris-virginica
+14,6.499812686319329,3.0186591652442845,5.482637730971241,2.143877114949615,Iris-virginica
+15,6.247380409647695,3.043084941777022,4.599180500405576,1.5727710538309363,Iris-versicolor
+16,6.36430080629375,2.9629635556331713,5.054168767895612,2.3562186933565705,Iris-virginica
+17,5.798192004933584,2.746321417038396,4.446214436366697,1.584153723623049,Iris-versicolor
+18,6.445290122795561,2.7172976968771456,5.253739174247928,1.543556463787032,Iris-virginica
+19,5.931241697873308,2.9353379591418154,4.787407502647729,1.4924692909156367,Iris-versicolor
+20,6.316805157735824,2.5155772935325933,4.825473913695734,1.816286741992561,Iris-virginica
+21,4.863387591345342,3.3588695198154905,1.45736549880137,0.2778864565475799,Iris-setosa
+22,4.597394364282593,2.8778442261996107,1.4159878734442088,0.1638066888613078,Iris-setosa
+23,4.532081838389953,3.0788026873425456,1.4202847550414937,0.37813256054393013,Iris-setosa
+24,5.339274814289323,3.2188685481077335,1.6518523388550328,0.12705461574023058,Iris-setosa
+25,4.702784137045535,3.191226693089496,1.2854550093597745,0.19333086122188436,Iris-setosa
+26,5.9866996897810605,2.5548153908545688,4.863777930103544,1.6693169475517042,Iris-virginica
+27,5.557276721661738,2.4893725601606795,3.5567806968540356,1.2389796768182633,Iris-versicolor
+28,7.607473209188569,2.74566878084098,6.122587148455884,1.9937358797065927,Iris-virginica
+29,6.897840931138703,3.1656153666973457,4.555367359946272,1.4325325238872773,Iris-versicolor
+30,4.928765209818702,2.4611842506034614,2.921836057038898,1.168210227911455,Iris-versicolor
+31,4.6420898107338004,2.750415005632377,1.7640131343113614,0.17119384645099078,Iris-setosa
+32,5.629078755927205,3.0712647019509154,4.601203655431465,1.4078903042635729,Iris-versicolor
+33,4.912832448923454,3.27201116327339,1.4605347538215174,0.3169288079251609,Iris-setosa
+34,5.664282230124421,2.910117689118663,5.00969366215853,1.4520593066008354,Iris-versicolor
+35,5.243844283371677,3.3092281146387403,1.1804331256655283,1.2531712369601682,Iris-versicolor
+36,5.953678707163372,2.9220003459684607,4.174114718339506,1.3008289811408429,Iris-versicolor
+37,6.614723065347294,2.7703052719003245,5.165961671520275,1.8398904405947976,Iris-virginica
+38,6.027182791322759,2.882557580212276,5.038515455323678,1.593389834811314,Iris-versicolor
+39,6.961034598298868,2.7222575973014265,4.371637526959537,1.3484473843723976,Iris-versicolor
+40,4.875335449554661,3.5057079286539823,1.360729518011642,0.28282277982584664,Iris-setosa
+41,5.915732768597284,2.760074273678465,4.92279769680445,1.619734170810586,Iris-versicolor
+42,6.707999693856361,2.483153554444917,4.553251200364379,1.5832186192109345,Iris-versicolor
+43,6.030317466598444,2.0985674267209045,5.201421145064458,1.4004205373507375,Iris-versicolor
+44,5.605371968332866,2.611517191773256,4.046236283778116,1.3739942289539826,Iris-versicolor
+45,7.265953685276855,2.7139958940962643,5.2633158263955275,1.9483318052190384,Iris-virginica
+46,4.863648470008682,3.004049292018695,1.5962467223546777,0.10573272451655955,Iris-setosa
+47,5.750396832897524,2.961953707707639,3.945649616868834,1.0687918398822474,Iris-versicolor
+48,6.227432034003335,2.7902105191576023,5.098966042655958,1.729437560765674,Iris-versicolor
+49,5.362877919843916,3.555568013115426,1.4106726628464532,0.4092172339511418,Iris-setosa
+50,5.612617597757453,2.9158175047060633,1.531118653525056,0.18882664521034603,Iris-setosa
+51,5.144371300900172,3.642755551893547,1.5428247305914247,0.27096199380046443,Iris-setosa
+52,5.8581138137776625,2.7336125411930365,4.851848125611387,1.9040546920845696,Iris-versicolor
+53,4.973911056849981,2.820135980540817,1.5161366707135604,0.31568309140352957,Iris-setosa
+54,6.5413758947547676,2.928895939056777,5.604727877379993,2.1255163713403418,Iris-virginica
+55,4.731512534721847,3.078717709175921,1.5765819128953993,0.16075864541041573,Iris-setosa
+56,4.888046792967987,2.9181481317443603,1.5228205979804135,0.02851146692184725,Iris-setosa
+57,7.561375577440629,3.28069344803917,5.7538446128909,1.6837443320902221,Iris-virginica
+58,6.481332411207483,2.986305535028928,4.632623232240741,2.0242644478728518,Iris-virginica
+59,6.418269259963622,2.5374741851620937,5.203617363516906,1.5942828991739433,Iris-virginica
+60,6.140904631950936,2.2553811106292376,5.163305998540855,1.855943741110327,Iris-virginica
+61,4.4704303193203225,3.3475264361831614,1.4140697805194906,0.1838954252173651,Iris-setosa
+62,5.743341185126524,2.8997359590710157,4.50201751531413,1.3861647604655167,Iris-virginica
+63,6.939719671807632,3.1124383402244242,5.8759653753352525,2.0598483448533185,Iris-virginica
+64,5.671836765606507,2.4685142188797746,3.927521067238854,1.4839968308730362,Iris-versicolor
+65,6.744252544455083,3.007375402052414,5.231746318935131,2.129007771286163,Iris-virginica
+66,5.530777274839862,2.9953768037862982,4.7418307512833735,1.7505127623309649,Iris-versicolor
+67,6.107494208307652,2.6819990268153147,3.5540833315441835,1.6350044009309996,Iris-versicolor
+68,6.0777533886359745,2.784846784155402,4.724743115201914,1.3007859748098267,Iris-versicolor
+69,6.083465533663209,2.8399041775288096,4.242514134320448,1.3801113703713521,Iris-versicolor
+70,7.135725714634473,3.8074442848623957,5.796331232634506,2.481851736473529,Iris-virginica
+71,5.243022448043886,2.6465650046071825,4.294920443015088,1.6221041535719702,Iris-versicolor
+72,5.208310563769873,3.1107869878878467,1.6722416766490142,0.13630714681160153,Iris-setosa
+73,6.892447595062405,3.027961481976286,5.3564316512606425,2.151818073172582,Iris-virginica
+74,7.030472544797451,2.7836691285030173,4.715958737313369,1.4990452792610733,Iris-versicolor
+75,6.429402991253667,3.089091954523144,5.0597493932334565,2.1686938351865264,Iris-virginica
+76,4.678610679364724,2.8885272707527774,1.6296947876393593,0.3164978700375993,Iris-setosa
+77,5.014736665473278,3.5275610615507627,1.3826896395173434,0.210793991418742,Iris-setosa
+78,4.52685444637978,2.841671169077486,1.257751040600038,0.20030128475587824,Iris-setosa
+79,5.68033838884772,2.863194853862529,4.485518604934868,2.1074017887830045,Iris-virginica
+80,6.146437473379429,2.9503398924322233,5.235090098336257,1.6375104376122078,Iris-versicolor
+81,4.7035926256082226,3.242143387389484,1.206661123754777,0.1536921736138257,Iris-setosa
+82,6.26869907410081,2.7731325862270437,5.30044143649469,1.7120616549087222,Iris-virginica
+83,5.060246186999337,2.866613333648105,1.669655054908379,0.35271312777145647,Iris-setosa
+84,6.650868449906517,3.000448375028221,5.338684923440118,1.761292248512057,Iris-virginica
+85,5.216100704344999,3.0135412210863644,1.481543359046051,0.36919214255313987,Iris-setosa
+86,5.718391224410832,3.210294953074247,1.381160000434167,0.31804389234079755,Iris-setosa
+87,6.066465762649402,2.897626911062064,4.567782370752089,1.3768088333249324,Iris-versicolor
+88,6.916203402695053,3.0179352205230705,5.640772664491873,1.7654702240803863,Iris-virginica
+89,6.7726978570092715,2.693601069573877,5.063508052701434,2.0900782153788198,Iris-virginica
+90,5.805698805876117,2.7388436793671276,4.874839304515292,1.6731393072206506,Iris-versicolor
+91,5.467835605984383,3.1411090663958072,4.772610213529799,1.9586210995201854,Iris-virginica
+92,4.982543516700148,3.1541295059953565,1.574564433096889,0.21733044097184046,Iris-setosa
+93,4.881083839485473,3.2518937355050603,1.2623178157881367,1.1974605049587002,Iris-setosa
+94,6.478990989412434,2.941427791049941,4.8859258434635064,1.5897511852744795,Iris-virginica
+95,6.922036951981376,3.2399117930949153,5.3305882971040175,2.401973108129434,Iris-virginica
+96,5.690497494175101,3.147160565750485,4.545033472016277,1.4349614674852433,Iris-versicolor
+97,5.686016638231841,2.6060613943824937,4.007639920507607,1.3223685759279469,Iris-versicolor
+98,5.665364179380118,2.9049936376158185,4.5628813030105215,1.1120936552726455,Iris-versicolor
+99,5.7225597625700475,2.9523319194972055,5.268519727810505,1.976305179680676,Iris-virginica
+100,4.5716194680641316,2.9978704534577885,1.4078084704080038,0.34824807037822914,Iris-setosa
+101,5.373666462551804,2.891999251204704,4.616962847016306,1.5622365834043959,Iris-versicolor
+102,5.395176720002627,3.814849607816045,1.4221422715145489,0.1994263786272244,Iris-setosa
+103,5.436734320544705,3.006607590103525,1.4028522687366793,0.2342367184353963,Iris-setosa
+104,5.421406930061735,2.786713598328817,4.162432386078096,1.1855770630738813,Iris-versicolor
+105,5.936455369055512,3.289371099652939,1.5741844033958263,0.35826406605816946,Iris-setosa
+106,4.4432408315700345,3.5303291381178417,1.2642364402800865,0.14473456727245,Iris-setosa
+107,5.990112385429563,2.9129397767944045,5.255557710512742,1.6199532929782794,Iris-versicolor
+108,6.997407702320456,2.959008671320303,5.011143559959735,2.0139196604808065,Iris-virginica
+109,6.963242809621806,2.9461736214420533,5.519012299587359,2.098787332286197,Iris-virginica
+110,6.756306320858708,2.9985120637286204,4.925113732805021,1.4196191612365239,Iris-versicolor
+111,6.05668125593324,2.8551524967524684,4.658504332344242,1.67911315027784,Iris-versicolor
+112,5.634702511010464,2.4780239555079357,3.8822686889595395,1.4874440438245347,Iris-versicolor
+113,5.425599412899488,4.030267327376728,1.5183569847604006,0.3185917866877857,Iris-setosa
+114,5.912432545018717,2.406312907547113,4.212460852899495,1.3130726292058261,Iris-versicolor
+115,6.89204248222693,2.997048209656247,5.164197810944373,2.275255514068854,Iris-virginica
+116,6.2192125197296315,2.6903422127498047,5.401464345714428,1.8681691673604954,Iris-virginica
+117,7.213043264269017,2.9335930489721522,5.787805013496107,1.8198768444515443,Iris-virginica
+118,5.535907946006728,2.772973495762917,1.54062550726109,0.2259105475191746,Iris-setosa
+119,6.497925663836417,3.0583644225701003,4.629836726235876,1.470312642928626,Iris-versicolor

iris/tvae/2/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.712975542651432,2.558185239241224,4.033323667399293,1.324214625788448,Iris-versicolor
+1,6.561992551345094,3.1584465039808167,5.454892101751972,2.033385414801016,Iris-virginica
+2,6.438725394088933,2.944053968479806,5.27775655350575,1.7692470957944215,Iris-virginica
+3,6.203805373905628,3.016457298030379,5.053608257792505,1.7254050340068878,Iris-virginica
+4,4.761958282265697,3.0691264127739117,1.318945524616879,0.22548080228671924,Iris-setosa
+5,5.855544643748881,2.5802741240501073,4.419658552084002,1.3044771724670796,Iris-versicolor
+6,4.87930443196141,3.525061496679745,1.592919817816813,0.06971175684987108,Iris-setosa
+7,6.939315036139844,3.372582385704909,5.389868235867815,1.9649546678648688,Iris-virginica
+8,4.580745405342625,2.9344549445488215,1.491606395039685,0.2615989879655525,Iris-setosa
+9,6.584503606929852,2.9842740032646202,5.005598144767426,2.3523803920606556,Iris-virginica
+10,6.049463060607146,3.2969699430630044,4.898384208867979,1.6563789193950589,Iris-virginica
+11,6.600605315212959,3.1579936978120653,5.277836197145287,1.7359635073456694,Iris-virginica
+12,6.265244631760457,2.829921987746564,4.973436794074538,2.0606043528173963,Iris-virginica
+13,6.67119102685807,3.42696997462394,5.768538780078093,2.301445183953228,Iris-virginica
+14,5.71186065071879,2.527193831717416,4.938020023062847,1.8521752354107508,Iris-virginica
+15,7.550268205924034,2.9493714098163766,5.575004732999859,2.006051238205768,Iris-virginica
+16,5.831353905141157,3.0822436332294703,4.946918692771544,1.82926597560761,Iris-versicolor
+17,6.197577425814556,2.4224248140952525,5.222091306694069,1.9024949617942375,Iris-virginica
+18,6.799899421255096,3.288527419293305,5.75052935958958,2.3701732705715113,Iris-virginica
+19,6.432464413448146,2.5313388918882125,4.188142335963119,1.3002731502738818,Iris-versicolor
+20,5.7004699424596765,3.138365217182513,4.054790304874886,1.1818138388745931,Iris-versicolor
+21,6.170500849763827,2.658048818293876,4.89498861480574,1.9003539362452915,Iris-virginica
+22,5.527097943549813,2.498048903734133,3.8077438226929945,1.6452867830086804,Iris-versicolor
+23,5.194614255653675,3.3391699376694755,1.458682742997627,0.1908339845573648,Iris-setosa
+24,6.315959548779639,2.594670526236872,4.045596273323911,1.4733644789334766,Iris-versicolor
+25,5.874437985489061,2.8262766788239673,4.881784106095937,1.6521333291737572,Iris-versicolor
+26,6.913957128238417,3.19601452685692,5.70239771001023,2.1383177834146956,Iris-virginica
+27,6.8702456503167815,2.6289294460826897,5.047587463420609,1.4855821934003153,Iris-versicolor
+28,5.582016478377378,2.785551178242274,4.537364676442283,1.6462660702771756,Iris-versicolor
+29,6.780440204250254,2.8922424168106358,5.282878611951158,1.7691224819857885,Iris-virginica
+30,4.798347330925656,3.1515652013284896,1.7354868714756848,0.40284578675598437,Iris-setosa
+31,5.221640013115862,4.009067089587414,1.2255150134369144,0.15579888380444215,Iris-setosa
+32,5.611495769326468,2.711223419219112,4.109221368176581,1.2717193898956196,Iris-versicolor
+33,6.014126016968713,2.8187498766234005,4.7444725206781815,1.9461697087892564,Iris-versicolor
+34,7.116430473324065,3.1705386317462447,5.007560295316503,2.2595028000487063,Iris-virginica
+35,5.337209912399037,3.1924541450328086,1.3796988726325625,1.2541340726449435,Iris-setosa
+36,6.376956212691153,3.4985961431046877,5.233589050302572,2.0101414149817267,Iris-virginica
+37,4.688759227305292,3.2379654338585997,1.4884747745360396,0.21579100370837473,Iris-setosa
+38,5.992110150253098,3.025724088913937,4.220809367133439,1.397414371488313,Iris-versicolor
+39,6.99036865367681,3.2736558995379945,5.649674636456478,2.3319348947721794,Iris-virginica
+40,5.228810962958256,2.3620791428154884,4.268834289397087,1.3039464316266625,Iris-versicolor
+41,6.017385516097062,3.2585839337890605,4.877391199919393,1.9186299295020488,Iris-virginica
+42,4.5576078587962,3.361954130240028,0.97831417812537,0.10305677992294374,Iris-setosa
+43,4.742878162622973,3.0705279603413778,1.382256204509301,0.2472718652468729,Iris-setosa
+44,4.863326020031089,3.042717942088413,1.4528315673558891,0.10034119940938163,Iris-setosa
+45,7.298842422504952,3.2671111348953437,5.543075764826549,2.0750676169534357,Iris-virginica
+46,7.020518210345111,2.7821605352940497,4.613721376713825,1.506640030048762,Iris-versicolor
+47,6.039757036011286,2.85731041921244,5.104714457508897,2.3383095251268475,Iris-virginica
+48,6.4252818458527985,2.7569088056315896,4.224147183256311,1.3174129867023208,Iris-versicolor
+49,6.014325012408648,3.1118537006429015,4.644161135692707,1.9648558603699908,Iris-virginica
+50,6.804661000984283,3.542434131493042,5.744364953448131,2.4654685817484188,Iris-virginica
+51,7.247851097037738,2.790978787697312,5.221944050564726,1.9468938599057668,Iris-virginica
+52,6.758075342946632,2.9909987659559727,5.009134322405356,2.2902440095988164,Iris-virginica
+53,6.700213678722797,2.7234136836260046,5.661366529592878,2.0343184271470793,Iris-virginica
+54,6.201907369004729,2.8733274182685995,4.789424153197091,1.5236492585709807,Iris-versicolor
+55,5.104637956364164,3.4413935932574655,1.4099182511721506,0.21891986258741356,Iris-setosa
+56,6.63799392362832,2.812292740813709,4.728014259126061,1.4403314572539359,Iris-versicolor
+57,4.9491742374281795,3.135967581678445,1.41555699824018,0.032483955179591906,Iris-setosa
+58,4.768093090357583,2.782099656985175,1.4319606916893755,0.3122757799755661,Iris-setosa
+59,5.634259668114147,2.7205016133956974,1.4188195749601256,0.25470976230977205,Iris-setosa
+60,6.666737291627376,3.432022889767259,5.684501835190373,2.124367382888171,Iris-virginica
+61,5.880369301245653,2.9779054304717,4.57417820502219,1.5665580736131657,Iris-versicolor
+62,5.084698152297739,3.3535919882015772,1.5622930258854457,0.22480227284202842,Iris-setosa
+63,4.869908952112638,3.001933555805821,1.5328121605959266,0.11501161553107025,Iris-setosa
+64,5.071671416894788,2.8191032170638675,1.4429687932757866,0.274745350440708,Iris-setosa
+65,6.648379572437463,2.939415350074795,4.795418038056888,1.7130895692813886,Iris-virginica
+66,6.197583684135092,3.223730978313069,5.659895393260555,2.066884021078243,Iris-virginica
+67,6.377842390525382,3.41569668254673,4.948206789301014,1.5093067643004603,Iris-virginica
+68,5.904522247003695,2.6234241019880944,3.4782617953241877,0.9838952919870866,Iris-versicolor
+69,5.241821209677445,2.9775014394292794,1.2157813333236818,1.3913781126275446,Iris-setosa
+70,5.514474531794381,3.65692959775143,1.3568492552138802,0.13205584485492697,Iris-setosa
+71,6.949929309044652,2.4529356703518594,4.443694726563233,1.5087114581676133,Iris-versicolor
+72,5.324203222462866,2.9163049144506257,4.173004310129265,0.643385250401299,Iris-virginica
+73,5.198637675046125,2.3184768457463063,4.102362216549024,1.411597647546945,Iris-versicolor
+74,5.325392892616428,3.415104410190264,1.4395259667925895,0.30629395093252737,Iris-setosa
+75,7.128470442702807,3.1766941053972664,5.964559254084246,2.174098615740465,Iris-virginica
+76,5.967794498113661,2.900283266552592,4.705422132917348,1.6081216824272349,Iris-versicolor
+77,6.808350669482373,3.318762868918278,5.8135320266649035,2.382953638892394,Iris-virginica
+78,6.413340070877755,3.6381434219445263,1.7818962643444094,0.4811751965576902,Iris-setosa
+79,6.067784657071456,3.102756473645838,5.278142971089285,1.975637689811157,Iris-virginica
+80,5.670219222429643,2.910963786679314,4.58906209949193,1.6011302114437775,Iris-versicolor
+81,4.504256973914967,3.1059578441434783,1.264609237995072,0.18681400196776948,Iris-setosa
+82,6.192330253165755,2.9244647797734,4.720694673245553,1.5493652500108468,Iris-versicolor
+83,7.013618218206359,2.9953067242365172,5.500599573953467,2.163971434551856,Iris-virginica
+84,5.452224205979331,3.724850807931512,1.0220836735392014,0.14198349829779833,Iris-setosa
+85,4.663119628705552,3.2483227989454564,1.436448490035145,-0.0887099093781401,Iris-setosa
+86,5.933676082561486,2.9241025137578154,4.749243859732259,1.745471770667129,Iris-virginica
+87,6.533984983236279,3.18621162935114,5.088094932493953,2.2503423493414907,Iris-virginica
+88,6.715002878006077,2.7681689998289474,5.70664302451694,1.7557520417467882,Iris-virginica
+89,5.42387801681009,2.7103769957682387,4.784085216205972,1.938585725504863,Iris-virginica
+90,5.93477412196792,3.0563505571970353,4.80173738949532,1.8722724370310404,Iris-virginica
+91,5.133773590909084,2.4913261205158266,3.0443034192003653,1.2128013202201016,Iris-versicolor
+92,5.292219037443339,2.691343243012404,4.166070831493554,1.52160278994508,Iris-versicolor
+93,5.115483295934193,3.407735277380373,1.1155884410404788,0.1527763092223592,Iris-setosa
+94,5.5706227174836,3.1715518365332303,1.3954287544094859,0.33632794463155163,Iris-setosa
+95,5.235202751765336,3.4423801857980787,1.5142205653485104,0.5005966883540129,Iris-setosa
+96,7.6097633944446645,3.608998094739457,5.623887148828313,2.347451203131941,Iris-virginica
+97,5.399514675228867,3.1721051065527304,1.7126721003824037,0.42448555974917634,Iris-setosa
+98,7.269440047927654,2.875408003563267,5.623928749091896,2.0385958091106864,Iris-virginica
+99,5.717648121439886,3.011516051920921,5.391755168163929,1.7393497688790387,Iris-virginica
+100,6.249106842297405,3.00462431667009,4.732811955799096,1.434622438293526,Iris-versicolor
+101,5.203987188682203,2.5545707935086237,4.899327047664505,1.8044401784284634,Iris-virginica
+102,6.939033739972301,3.6187751423300063,5.325497478914927,2.3309676239139776,Iris-virginica
+103,7.12528658035705,3.3675569822233555,5.846428639074222,2.323091302207674,Iris-virginica
+104,6.910409355248899,2.961170205846051,5.451085934259186,2.3271092987354285,Iris-virginica
+105,5.201461520476413,3.4127361105928946,1.5910461120042687,0.3117558092127714,Iris-setosa
+106,4.699471531748275,2.861957250285614,1.58560001211959,0.29428286256199254,Iris-setosa
+107,5.172806694491216,2.7699132178888646,4.1816757496730395,1.3684064343574882,Iris-versicolor
+108,6.773404177051507,2.78077991423046,5.0063871438548,1.855772514115003,Iris-virginica
+109,6.693542579938939,3.0145171177808776,5.201179709554864,2.137081316176528,Iris-virginica
+110,6.246248552055486,2.5241503786432222,4.907287723373309,1.9998771641774191,Iris-virginica
+111,5.503826150968594,3.215037360706126,4.775111848904961,1.1222431752478799,Iris-versicolor
+112,5.7388225800839265,2.7526844483965407,4.41378499091517,1.517212981851978,Iris-versicolor
+113,5.755789337873096,2.75104110776081,5.0443505084445635,1.431316504010804,Iris-virginica
+114,5.227910547392921,2.5603620899359023,3.4946489297040046,1.156560567160427,Iris-versicolor
+115,5.286408046612956,3.77308468556762,1.4863877891358168,0.27407511852646993,Iris-setosa
+116,5.411004228732372,3.212431570587697,1.6030994523510695,0.4571541673403378,Iris-setosa
+117,5.285746271487502,2.8163196496449716,4.788125835092429,2.09715892221541,Iris-virginica
+118,4.6639682531189735,3.62726523751582,1.6444260494480567,-0.08081600809652789,Iris-setosa
+119,5.509036078989595,2.7331383816424015,4.870040729303816,1.7196714467375906,Iris-virginica

iris/tvae/2/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.7562423196532695,2.4542798478001266,5.259783833974646,1.823607873170241,Iris-virginica
+1,5.813814739879267,2.7793823588336104,4.752458531210427,1.8705339428149101,Iris-virginica
+2,5.024436531490999,3.431577637838688,1.5411210748716304,0.2585627204683432,Iris-setosa
+3,5.613423255413556,2.9887407071139025,4.307486621429678,0.6993380120516648,Iris-versicolor
+4,6.810734305341729,3.0805180801287864,5.4115105945137,1.8728888837427464,Iris-versicolor
+5,6.2763322428708195,2.5654217948886617,3.8669877327837057,1.2890981126609276,Iris-versicolor
+6,5.506790993439003,3.180553572090074,3.9675232374916543,0.8064594984910556,Iris-versicolor
+7,6.0456494217666705,2.7698287781240905,5.215585911683608,1.7402840253014658,Iris-virginica
+8,7.371472803240959,3.4061396649943747,5.48979409389512,2.1883959718694204,Iris-virginica
+9,6.9589822015667995,2.975209779782065,5.33671462942724,1.791223119778685,Iris-virginica
+10,5.887378538149703,2.8494564559766022,5.106991553507339,1.4926369288336843,Iris-versicolor
+11,4.91669918844748,2.9614388011853694,1.458068218359293,0.346758619946609,Iris-setosa
+12,5.33084454033527,3.65502699225818,1.690500106420707,0.29584172995643115,Iris-setosa
+13,6.303873427704467,2.721154087143087,5.081192303267997,1.9383365722684098,Iris-virginica
+14,7.2340401418625575,3.658870853058251,5.307531632683408,2.4472368939023363,Iris-virginica
+15,5.0118174091504635,3.0474719258996488,1.4513112220020288,0.25166511390968255,Iris-setosa
+16,6.491220224219706,2.7915811637103918,4.265747174900835,1.321387553857967,Iris-versicolor
+17,6.472496526676015,2.505165971593976,4.997268647415537,1.7629821579335216,Iris-virginica
+18,5.0025407969866835,3.7677631538991245,1.636852491111322,0.36771513655873056,Iris-setosa
+19,5.024534650323159,2.5808163206493937,5.025001641930038,1.9277273127322168,Iris-virginica
+20,4.819669777803223,3.412911155713861,1.3984370920980447,0.3171475210199902,Iris-setosa
+21,5.469881994937951,3.091732441012544,1.3744454618436592,1.2605958909982387,Iris-setosa
+22,5.642450209711392,2.461299227819309,4.880745523691218,1.8337215886802263,Iris-versicolor
+23,5.4497102397133865,3.3327365145908137,4.837006569805538,1.299341232946358,Iris-versicolor
+24,6.422859691194763,2.695955028629042,5.260550323952648,1.8573350572411325,Iris-virginica
+25,6.364350323556525,2.8577202663415266,5.099205472467077,2.2346010555152316,Iris-virginica
+26,4.989490108385293,3.110260291625981,1.4684167478129626,0.3960205946811164,Iris-setosa
+27,4.867859922161607,3.0456894283051983,1.585934016681032,0.3584988876291061,Iris-setosa
+28,6.178581812453475,2.7782069945701457,4.405212374094017,1.351342369138416,Iris-versicolor
+29,7.885628880859214,2.7120063467069686,6.0124746909509135,1.9265051770252002,Iris-virginica
+30,6.690786937797268,3.1451971735930457,5.515340595256525,2.3651847865987197,Iris-virginica
+31,5.797280014204091,2.7920530611944105,4.795995126052852,1.635093395732461,Iris-versicolor
+32,6.532989325542548,3.03697188653161,5.304246769847023,1.7315163110276681,Iris-virginica
+33,6.03362446038015,3.05143913763849,5.087308153310447,1.6922617210858526,Iris-virginica
+34,4.77906362827319,3.1717046686360217,1.601010098967009,0.254550073058535,Iris-setosa
+35,5.043851602149831,3.587191384667829,1.0829396696877207,0.206842506490755,Iris-setosa
+36,6.240121631601431,3.1891510118069353,4.861806570221472,2.010279497183826,Iris-virginica
+37,4.922772877143934,3.4484648867078547,1.472779786390493,0.24555648974668096,Iris-setosa
+38,4.877267958248917,3.5267138366075956,1.5883527349595112,0.30963465003749424,Iris-setosa
+39,5.27996880721481,3.7982375003594964,1.5485567224833607,0.38736047690571207,Iris-setosa
+40,5.199157498438076,3.391652045756687,1.4407058800414292,0.4789675450390082,Iris-setosa
+41,4.806403339303564,3.0087069745382387,1.2915374248297193,0.24711806999119826,Iris-setosa
+42,5.098624276444032,2.9914033604009096,1.366106541917801,0.07268896215150289,Iris-setosa
+43,5.509664692532205,2.796075860693783,4.287179057575798,1.6183758357305937,Iris-versicolor
+44,6.670566953050224,2.8258350727144945,5.359456680643812,1.836056973702656,Iris-virginica
+45,7.625753016868179,3.0386821083593825,6.074465390406153,1.9462933448795545,Iris-virginica
+46,6.41202032954328,2.5043568232499083,5.268506884717699,1.5570092165971383,Iris-virginica
+47,6.781622216109348,2.8057790029129217,4.615399475330525,1.5004335179632475,Iris-versicolor
+48,5.3781680341080635,3.0851710622720057,4.280209122718608,1.1870975757844726,Iris-versicolor
+49,5.753895917706006,2.7615083276509327,3.6073329617963967,1.2473320231343559,Iris-versicolor
+50,6.890535249480648,2.8697749013130323,5.077449917480581,2.110706750176378,Iris-virginica
+51,5.436231298832443,3.912878335626522,1.4703408685785346,0.1213205881337609,Iris-setosa
+52,6.257120247607041,3.1225854875594337,4.887007516265828,2.1061782127247044,Iris-virginica
+53,6.58684155656612,2.92912921463353,5.439126473410481,2.1935559106610674,Iris-virginica
+54,6.435171752785281,2.998983727635693,5.298742398097466,2.1913630027454265,Iris-virginica
+55,5.862494171920821,2.743083137070163,4.685737599205966,1.4043097767649468,Iris-versicolor
+56,6.380384594807506,2.8975313076021774,5.013214503186652,1.576967095763474,Iris-versicolor
+57,5.785572947569303,2.8818501062801705,4.233891818356863,1.338078810666182,Iris-versicolor
+58,5.510796987166667,2.855997800648529,4.403749851235759,1.745898231409275,Iris-virginica
+59,5.014263678957178,3.1973472163308108,1.5269924505321266,0.22604911961226345,Iris-setosa
+60,6.686586235786543,2.7589823886016336,5.661133170794299,2.308928801361421,Iris-virginica
+61,5.22999533375376,2.2446048577543065,3.778486831341101,1.407728364297419,Iris-versicolor
+62,6.3490856837833345,3.090031815202442,5.330493712672084,1.983197346066659,Iris-virginica
+63,4.976642240482881,2.8564635917013845,1.5532514194067406,0.1822856421765443,Iris-setosa
+64,5.41104049992772,3.2080957592694097,4.597084443470725,1.5581924234986688,Iris-versicolor
+65,6.1309185477605155,2.4366010533215734,5.095653939146255,1.7647632926115298,Iris-virginica
+66,5.156986584045567,3.211252131007554,1.3911516346102506,0.1971252461689263,Iris-setosa
+67,6.336278607441032,3.0575148847552738,4.708808337015953,1.5744892368363217,Iris-versicolor
+68,6.973696109170266,3.104979799056732,5.13552237864311,2.1456314639423413,Iris-virginica
+69,5.592372461263918,2.8433399493216225,1.6663115249439115,0.3451063984245757,Iris-setosa
+70,5.237902923819898,3.5148919039299216,1.8120171919221344,0.49058305847789885,Iris-setosa
+71,5.032878196526709,2.718417832640772,4.19994488138184,1.2111032043791852,Iris-versicolor
+72,6.625478163084877,2.9521163000542368,5.28352797890012,1.857460950773012,Iris-virginica
+73,6.838744180325944,2.763504070047455,4.8300383871864945,1.496872683162451,Iris-versicolor
+74,6.787523060369842,3.2490428951704327,5.417184709635839,2.2805992812686293,Iris-virginica
+75,6.464723267777044,3.7234344095531577,5.086275300712619,2.144770074524537,Iris-virginica
+76,5.992302478214421,2.9167277415328012,3.8487069592361927,1.2560377683899988,Iris-versicolor
+77,6.692737493869546,2.810766282738586,4.901023429730184,1.582936888499453,Iris-versicolor
+78,4.74484562391798,2.821566481491398,1.4773014080492823,0.27718938244258307,Iris-setosa
+79,7.2699521765227555,2.7553960415765704,5.609923014250165,1.7314758267341093,Iris-virginica
+80,4.5891213960536135,3.2297349468378544,1.4575138062465178,0.1991428006721218,Iris-setosa
+81,5.666064347512215,3.6591424430191637,1.6280016878311536,0.5945240298175329,Iris-setosa
+82,5.588519348823537,2.5365303327067847,4.14634400951941,1.6625006178032413,Iris-versicolor
+83,5.361297499831635,2.7848342382823787,4.852035334599628,1.6217659280560897,Iris-setosa
+84,6.351392243386392,2.971219360353687,5.234867203170661,2.0711722324525077,Iris-virginica
+85,4.985749794019173,3.6773951983726216,1.6540401858418627,0.22903744294312572,Iris-setosa
+86,6.341921857949015,2.7210695524365196,4.872152258360946,1.4409998159559647,Iris-versicolor
+87,5.288089179210327,2.9279514511633282,4.680556233022788,1.4374104641671823,Iris-versicolor
+88,5.9268161537548405,3.059315953508249,4.6571366185458665,1.5987255528466342,Iris-versicolor
+89,5.144784975342373,3.378044437487792,1.5135960231883456,0.20883183506431155,Iris-setosa
+90,6.036983882593674,2.6888506109527373,5.102225035372734,2.280272538897421,Iris-virginica
+91,6.275448243319799,2.6711662006466983,4.607976213795,1.6791342682582688,Iris-versicolor
+92,4.8657574860318205,3.0644394867433604,1.6156188178808626,0.26934968538844606,Iris-setosa
+93,5.5234591858031,2.734671918839097,4.1272233163273375,1.4021772611673076,Iris-versicolor
+94,5.799599793748879,3.031955298878626,5.008861198649181,1.5601998294975226,Iris-versicolor
+95,7.126092621370776,3.507364821175674,1.470743387342283,2.1205359698165465,Iris-virginica
+96,6.717550495537084,3.200680853184456,5.444567587891525,2.254275156519613,Iris-virginica
+97,4.846451210846521,3.2528200031403345,1.2828118467807124,0.18251814480141512,Iris-setosa
+98,5.425285273714025,2.6484954795122473,4.148921672417062,1.1631359732151263,Iris-versicolor
+99,4.924770436656919,3.6044765782248214,1.3892475128125628,0.2693433328852273,Iris-setosa
+100,4.897046728334472,2.2259576018785894,3.5530553111126677,1.034115276566772,Iris-versicolor
+101,7.259390296610378,3.253378714866635,6.034277496029388,2.331410933198513,Iris-virginica
+102,6.005110086444254,2.6798738833561733,4.631665398304799,1.4602862701243833,Iris-versicolor
+103,5.6960476155179895,2.8321041249941223,4.804426169336711,1.4301847892779949,Iris-versicolor
+104,6.609301441971533,3.5878785610444575,5.333456935093404,2.157289563077464,Iris-virginica
+105,4.921911404896289,3.33430428174791,1.0089139684788933,0.17140590829697397,Iris-setosa
+106,5.197715150033481,3.8536586585940227,1.2941823496273155,0.1387368545725407,Iris-setosa
+107,7.3063885963591115,2.8700192376839433,6.247776738982908,2.2702224272550184,Iris-virginica
+108,4.984033321602491,3.4803481427388125,1.4060139903759161,0.19943306430030477,Iris-setosa
+109,6.6557734457649795,2.923063157053925,5.828262907239916,1.7907261653850246,Iris-virginica
+110,4.187983716150979,3.2012544575198962,1.2307100957817954,0.22757384030879269,Iris-setosa
+111,5.5026066722975315,3.073226458051684,5.16155478652561,1.871109113121997,Iris-virginica
+112,5.885007135416056,2.9440319301484457,1.5068780613498376,0.41588563485899066,Iris-setosa
+113,6.841699050620663,2.8206510309678374,4.747320731889005,1.4868655600671978,Iris-versicolor
+114,6.976702995658751,3.1085001917369706,5.357233743609994,2.3808341721344535,Iris-virginica
+115,6.749709675991182,3.318259532374383,5.698756392375221,2.267945600784717,Iris-virginica
+116,6.609948618661962,2.758823983572338,4.873067706751277,1.579336326933601,Iris-versicolor
+117,5.689200516225874,2.6181926140385885,4.196315339617901,1.217042613791849,Iris-versicolor
+118,7.418803349453012,3.127665927818174,5.596381032186034,2.381918663306518,Iris-virginica
+119,5.4874028076439005,3.2982782369020134,1.3824274874925557,0.8215497469284838,Iris-setosa

iris/tvae/2/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.083028021814025,2.676276607227898,5.143615140503527,1.4672734679538233,Iris-virginica
+1,7.460159445726023,3.206040528517655,5.408779730324158,2.1961057231677854,Iris-virginica
+2,6.5175331028716235,3.01600677475857,5.268526430737241,1.5097090194793894,Iris-versicolor
+3,5.882901056968759,2.7232562408704264,4.958216204774552,1.3921769526916972,Iris-versicolor
+4,5.916357230481777,2.758271717662828,4.567169477834841,1.262566843781289,Iris-versicolor
+5,6.005688078391103,2.9157218332930688,4.235180697861504,1.494135603307312,Iris-versicolor
+6,4.796580976900547,3.2651290927526753,1.0332982927093266,0.03533676374843195,Iris-setosa
+7,7.047134604989448,2.895579324519117,5.061998038463689,1.8316406319198761,Iris-virginica
+8,5.946811958227435,2.803346497238128,4.687785772636871,1.6389187579533608,Iris-virginica
+9,7.237211568023746,2.9206045526112256,6.091524047814977,2.609202427301809,Iris-virginica
+10,7.01941900237932,3.107432285320382,5.62099276521753,1.839994139650685,Iris-virginica
+11,6.9912108222822065,3.0682139904597237,5.433139214557732,2.261853336230171,Iris-virginica
+12,4.984442343679256,2.90561696742011,4.960602040517735,0.3678826786889162,Iris-virginica
+13,6.235522262398423,2.673819495332019,4.207900765200971,1.5592988712726907,Iris-versicolor
+14,4.7905362739886925,3.7352892422961954,1.4503148811979727,0.299594594604391,Iris-setosa
+15,7.085269769789926,3.4864681062933,5.617138850008935,2.222768290569909,Iris-virginica
+16,6.84964996135901,3.0887407396021613,5.363456461543684,2.1571476331474426,Iris-virginica
+17,5.317106107484113,3.3698356599322565,1.7268846806506328,0.3799208812792404,Iris-setosa
+18,6.391983241178743,2.8399552621623667,4.7416077767655205,1.2681654898472594,Iris-versicolor
+19,6.0402487608323,3.0951914727524716,4.982671300822034,1.7457561818265095,Iris-virginica
+20,6.821157502824985,3.5669575030557343,5.493245713746554,2.319087490059869,Iris-virginica
+21,5.7856352160347715,2.4266796859908766,4.298391895338952,1.5042920079982052,Iris-versicolor
+22,7.875703366410496,3.8125796972813375,6.504811820463631,1.9158518176708954,Iris-virginica
+23,5.95300586359828,3.059160213796346,4.921049232683206,1.8664454601420335,Iris-virginica
+24,5.986868528767577,2.917354469792041,3.964280736758838,1.3646450891931603,Iris-versicolor
+25,5.638127279944205,2.8965447767975827,4.77436065236306,1.833103355287709,Iris-virginica
+26,5.531977027798535,2.7972910702638876,5.010357029755987,1.49374737145957,Iris-versicolor
+27,5.52568457439474,3.0385886337678514,1.8308227246192104,0.5437574009059549,Iris-setosa
+28,7.167306698206873,2.8023612125471837,5.730403108743932,1.8188171082582265,Iris-virginica
+29,5.228521199762087,2.1846808898512644,3.242466813891732,1.1049761081538017,Iris-versicolor
+30,6.251399969057916,3.025061515514113,5.005338533852675,1.8252873366051219,Iris-virginica
+31,6.947750129908859,3.068701317855985,5.474752401102371,2.405589480290241,Iris-virginica
+32,6.167228827553214,2.9431453779294166,4.639338257316018,2.172393572041464,Iris-virginica
+33,4.808858022255292,3.3695841741659063,0.9469617142218378,0.13245598769300998,Iris-setosa
+34,5.750426934919448,2.866967166585547,4.860297204458684,1.5975068551873934,Iris-versicolor
+35,6.697739228996048,2.922332833243586,4.781727256827967,1.6888077691182293,Iris-versicolor
+36,6.740282175285102,3.1919453628587826,4.78425375947092,2.0677272092337358,Iris-virginica
+37,6.010425384285863,2.4990069699935296,4.491498282593921,1.4080563289794208,Iris-versicolor
+38,5.318577047267926,2.890247180854963,4.470750425584659,1.7178802506630961,Iris-setosa
+39,6.463864325389625,3.0659469948404166,4.000619137858083,1.3758237370399553,Iris-versicolor
+40,5.699986878454694,2.9450590022563086,4.96869470772992,1.6935028790810718,Iris-versicolor
+41,6.773627117389116,3.526308613430686,1.6892840815245347,0.45542758477689227,Iris-setosa
+42,5.784548246748745,2.961283566949921,4.833276452170512,1.964273956764387,Iris-virginica
+43,5.945909579057462,2.6509581532213335,4.889659455287435,1.8131898260876271,Iris-virginica
+44,6.781470280473382,2.637066640627781,4.917693639795386,1.4897636667148655,Iris-virginica
+45,6.240987214941216,3.123568373988198,4.309400121779591,1.4784081734177146,Iris-versicolor
+46,5.670727816883176,2.787250234617135,4.467094735099097,1.5161836273009879,Iris-versicolor
+47,5.649124971944925,2.4720105008298807,3.9597610268294576,1.0520227445568326,Iris-versicolor
+48,6.897397567720501,3.1551688017924997,5.123766951998201,2.2143501891480977,Iris-virginica
+49,6.393598067701908,2.760145016026144,4.969665282667975,1.5099073861293872,Iris-virginica
+50,6.633544945893862,3.128265821901539,5.449559396611371,2.1976777318355136,Iris-virginica
+51,4.88870086346078,3.3532879374960674,1.42738411081543,0.22305097461561774,Iris-setosa
+52,5.211463429759397,2.958106186179532,1.5837009066162786,0.36921960151245864,Iris-setosa
+53,6.285837615423851,2.594850174291982,4.281173150051818,1.2642508484123283,Iris-versicolor
+54,6.121246583631999,3.019708820237838,5.2383703895057785,2.161169193593081,Iris-virginica
+55,4.864732855441634,2.9150736117685665,1.5433673076945165,0.21548525306542676,Iris-setosa
+56,5.211471957081887,2.770207170256115,4.468092038936011,1.5824879614120952,Iris-setosa
+57,6.44348250470901,2.7651203869956853,5.444003837629921,1.7896820054014337,Iris-virginica
+58,5.8769404409122075,2.492213559875281,5.14325078673436,1.7407946310705678,Iris-virginica
+59,6.402003328820219,2.9983324325639584,4.073973517206912,1.4893824970286633,Iris-versicolor
+60,5.171254895554366,2.4401161900033754,3.007879220341904,1.1295930205113058,Iris-versicolor
+61,6.816484514560589,3.544537102207089,5.119882535697177,2.1159643023654002,Iris-virginica
+62,5.438642485509266,3.45754453457949,1.5898675135139604,0.4015830308636682,Iris-setosa
+63,6.98012162055668,2.916371685947508,4.461742093365348,1.3756545140123164,Iris-versicolor
+64,6.358372840737271,2.762099054118476,4.913329880145913,1.4742279500386437,Iris-versicolor
+65,5.221571796648108,3.0530702164726957,3.7999709772376655,1.6884361312792044,Iris-versicolor
+66,5.689655068087223,3.148369910638804,5.083223057383398,2.0422577039187693,Iris-virginica
+67,4.609284061213675,3.4240671464534334,1.430512006654382,0.3242042229771238,Iris-setosa
+68,5.19165111018282,3.442127846928329,1.4595958019885882,0.2910397392966564,Iris-setosa
+69,6.483350901539335,2.8859729862551307,5.004918806582772,1.819854844625027,Iris-virginica
+70,6.772312734717622,2.9846436634765507,4.663555917323941,1.2804639754528138,Iris-versicolor
+71,5.550227404070801,3.075246683956912,4.83673773306404,1.50112371272074,Iris-setosa
+72,5.451018680084957,2.723699963806913,1.360538511027202,0.2553284537510862,Iris-setosa
+73,5.69439710766186,3.034532115934433,4.659949923822733,1.5009569453897238,Iris-versicolor
+74,6.6370832800433215,3.374279195051714,5.225260407529175,2.283682367839713,Iris-virginica
+75,6.381182461253936,2.9639644414374535,4.703224337650143,1.773453989064253,Iris-versicolor
+76,7.420647478626658,3.0210346910790697,5.717126500677001,2.2424196791372584,Iris-virginica
+77,5.084210830059922,2.965863708507531,4.119107494174213,1.5374916043352416,Iris-versicolor
+78,5.68188079301958,3.669532140082773,1.3848388029261738,0.2536124731161517,Iris-setosa
+79,6.4812020595212045,2.4972734644126993,4.247882477961813,1.360135248069796,Iris-versicolor
+80,6.0487941670698255,2.9349590522451203,4.679434774391617,1.8389929474281086,Iris-versicolor
+81,4.7586498388065195,3.0851208495085163,1.4859088545570274,0.2879570571196639,Iris-setosa
+82,6.011579604993492,2.717642641943985,4.987355609003375,1.555652306812779,Iris-versicolor
+83,6.270141952877093,2.6672613402129834,5.013822052659821,1.8618149324547675,Iris-virginica
+84,7.253705852582013,2.788052796385457,5.57828338756897,2.0005367376158323,Iris-virginica
+85,4.903755848060566,2.7554468844101097,3.516483978657031,1.2115742142269845,Iris-versicolor
+86,7.0446179563662445,3.626919941806986,6.127099286714964,2.1838306716603095,Iris-virginica
+87,7.431575932023972,2.8191992723065127,6.146725321989004,2.0813722795352145,Iris-virginica
+88,6.400568789437903,3.1035967795352257,3.9837896160352866,1.229010592607085,Iris-versicolor
+89,4.815517074271174,3.1577921473401624,1.3994765849775848,0.29250812192026865,Iris-setosa
+90,6.784847343068724,3.0622373659326434,5.409573692001144,2.370959216466612,Iris-virginica
+91,6.425490725276317,3.3434464747001416,5.675748645478531,2.423947551342658,Iris-virginica
+92,7.174507844746995,2.9881802355204257,5.406503319055223,2.3387457696196177,Iris-virginica
+93,6.076115512695675,2.945495377724924,5.364863266628577,2.2979071684415713,Iris-virginica
+94,6.126734490337537,2.7957316938271672,4.226573137792149,1.3092933511207951,Iris-versicolor
+95,6.085694664977966,2.6137279515241723,4.345116276964822,1.3130999689531795,Iris-versicolor
+96,4.818461584210238,2.9340732456419323,1.021364967642388,0.24725257565544229,Iris-setosa
+97,6.949928332050726,2.900934441429192,5.214398531063619,1.7533360996897551,Iris-virginica
+98,6.108802493735475,2.5649452643734048,5.2693894906549446,1.9214862133494395,Iris-virginica
+99,4.545981057791496,3.3833068513250995,1.1993849010869,0.27634746364101265,Iris-setosa
+100,5.508933195006273,4.1137579624823,1.9089504871096041,0.25800017384956775,Iris-setosa
+101,4.602156715657532,2.8307542704676942,1.4136174260641512,0.3016048937469291,Iris-setosa
+102,5.092906510179512,3.079921332722117,1.5943336935895336,0.14016926493279852,Iris-setosa
+103,5.5735698301762255,2.536935180434403,4.522540681745683,1.588639632955412,Iris-versicolor
+104,5.538510756031493,4.176594548612188,1.433299446600394,0.19653803509309486,Iris-setosa
+105,6.680467044688051,2.9881561198641435,5.1494573257415945,1.583926107695721,Iris-versicolor
+106,6.450166039487465,3.1064184674424586,5.454695028983958,1.93676079361808,Iris-virginica
+107,4.619201183686212,2.7538101068268506,1.4344965128202474,0.21882430515761767,Iris-setosa
+108,5.527001792192071,2.7961039079526873,4.661949284043018,1.3265178409341782,Iris-versicolor
+109,5.722311519706679,3.1818405010586877,4.940955344747143,1.534237202235055,Iris-versicolor
+110,6.463361717783183,3.267813451701479,5.317101061478239,2.1111875046944744,Iris-virginica
+111,6.940964390254521,2.598090315005936,5.769865234207429,1.5657357337191207,Iris-virginica
+112,4.7945072293154976,3.676226638545632,1.5298201971425198,0.3629969245246465,Iris-setosa
+113,5.835045560420618,3.09294030610794,3.9860929450851934,1.4874877213030604,Iris-versicolor
+114,5.37076561693317,2.84377766905677,3.6060362920182794,1.3242349622538074,Iris-versicolor
+115,5.399076506176621,3.65512867350324,1.7944364150515246,0.3950194385828171,Iris-setosa
+116,6.226689123979723,2.9026453426607475,5.029915593461327,1.980552743132585,Iris-virginica
+117,6.224666145185347,2.512411730895205,4.605769828078272,1.439899334971107,Iris-versicolor
+118,5.589370088526004,3.8519353749415863,1.7952935660889027,0.4100082017230559,Iris-setosa
+119,6.7087742494975195,2.689586329796261,5.537724956896838,1.3535386279643749,Iris-virginica

iris/tvae/2/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.50343037391432,2.3900627580845746,4.028743013064294,1.0148291106639018,Iris-versicolor
+1,6.6624215160520945,3.417144781903877,5.56534004061112,2.0809277085041535,Iris-virginica
+2,6.3483184256625655,2.664344221456304,5.14661202684588,1.5052459919537795,Iris-virginica
+3,5.574023450360881,2.7985345166775843,1.6364751640068445,0.3607816179872758,Iris-setosa
+4,5.230378799093026,2.988703329530709,4.59478161370698,1.5228792992057711,Iris-setosa
+5,5.515096656644642,3.5232358369492696,1.6947916015972346,0.3913815392389898,Iris-setosa
+6,6.6988081289719705,2.8712212720821686,5.325178496748225,2.238283716270761,Iris-virginica
+7,5.229992845374793,2.653319231414657,4.341155553575107,1.6512741664451676,Iris-versicolor
+8,4.6579968195412595,3.4961243448148767,1.538624436040038,0.2202956444051988,Iris-setosa
+9,5.282868725547965,2.9613169955048937,4.036824676699068,1.2547646267705699,Iris-versicolor
+10,4.854886635923412,3.219967482497848,1.7584322263951633,0.08082257798902875,Iris-setosa
+11,5.49114450922139,3.1653876302594424,1.4353073856047511,1.4998649584804764,Iris-setosa
+12,5.105197740306836,3.2820854172984255,1.436891567285865,0.2531240167383831,Iris-setosa
+13,6.482145370737427,2.7320807810192713,5.1944216365628835,1.7581020333370398,Iris-virginica
+14,6.94179615368329,3.080750127930429,5.817530106257503,1.8874941634688982,Iris-virginica
+15,6.815418515822645,2.836006806653466,4.684440401588853,1.4613110919313497,Iris-versicolor
+16,5.963466967273943,2.732336517825503,4.352246670466623,1.1371252420744797,Iris-versicolor
+17,6.4964995278577975,3.007682194484264,5.810417335111201,1.7861698092712905,Iris-virginica
+18,5.9415573904826395,2.7273136201707615,4.673681550056433,1.5473953924292034,Iris-versicolor
+19,6.100349054275203,2.8620081631648953,4.74563219092593,1.7569188419550903,Iris-versicolor
+20,6.400452051373786,2.759322710767177,4.799784871723018,1.7011022851036928,Iris-versicolor
+21,4.677680800727078,2.965509852904239,1.5341599834106334,0.34131322289511173,Iris-setosa
+22,7.1696237538979934,3.0645955777847993,4.8446700587996405,1.3176998507183282,Iris-versicolor
+23,6.575491015691907,2.729156571652638,4.562658611614002,1.3437869437946515,Iris-versicolor
+24,5.350503605798039,3.4329566538392267,1.5518664503868227,1.1077816627133341,Iris-setosa
+25,5.657814055828525,2.7225770781485457,4.917089486109904,1.7994310858486973,Iris-virginica
+26,6.979855369443623,3.4413575304186845,5.670724333929899,2.2294592852449013,Iris-virginica
+27,6.062176856336256,3.151308518816767,5.113609395286705,1.9301770784471919,Iris-virginica
+28,7.442772256905426,2.623934449159714,5.6686493333260275,1.8216421146602353,Iris-virginica
+29,6.842890302524651,2.82635553994734,4.4362739902425465,1.9627441176116938,Iris-versicolor
+30,7.648953615354834,2.8443246212099136,5.298265716910258,1.8641590823781014,Iris-virginica
+31,7.5025502990674635,2.659619010347467,5.482638331333479,1.7959947455050267,Iris-virginica
+32,5.443352076580535,3.6443232522717945,1.389089857516617,0.22203124205688438,Iris-setosa
+33,5.908392917524162,2.9200542792553885,4.083515948858541,1.4335675429870567,Iris-versicolor
+34,5.049962732600683,2.9355162823635945,4.948967791206541,2.061406772656202,Iris-virginica
+35,5.135534632773497,3.0991315339476717,1.510720667828817,0.23292889055515723,Iris-setosa
+36,6.835687135403755,3.1778385257691957,5.583296430721339,2.3437731941034774,Iris-virginica
+37,6.1002330398015765,2.450987306343838,3.9980518233487894,1.1717647006027438,Iris-versicolor
+38,5.137679541757924,2.954077877862878,1.367977134150741,0.19869740824411797,Iris-setosa
+39,4.751521910469957,2.8694131739087054,1.48000450877469,0.17291101630540523,Iris-setosa
+40,8.085527084170325,3.6648531917588283,6.496181687561549,2.253363365533988,Iris-virginica
+41,5.503400734156897,2.7069891874877525,4.511528752815488,1.5463543598387364,Iris-versicolor
+42,6.075782579757207,2.802963260046163,4.934716321934022,1.460114328719615,Iris-versicolor
+43,6.816640165071025,2.887707575035012,5.371791713090383,2.1297586486301814,Iris-virginica
+44,6.5336802726963885,3.043525611580252,5.003666150125608,2.1690180492317293,Iris-virginica
+45,6.720914382019265,3.2785890778832347,5.898805646778332,1.5252834473710775,Iris-virginica
+46,6.5910765810148515,3.008107386018337,5.877530707617369,1.9034889076050745,Iris-virginica
+47,5.815582530365854,2.7725429096407157,4.552449062531259,1.6010318318875523,Iris-versicolor
+48,4.946498996986501,3.265238343230103,1.5541076760495343,0.20364631756297047,Iris-setosa
+49,4.669326766741337,3.179772321580665,1.4412811858495056,0.20674707258325453,Iris-setosa
+50,5.570593552407136,1.99910271850408,3.99452211446684,1.0835836307177336,Iris-versicolor
+51,4.485668758234838,2.498024982919673,1.4989179356834308,0.1828680757724952,Iris-setosa
+52,5.291239799440765,2.8937587167530916,1.4126274845149134,0.26029809151675204,Iris-setosa
+53,5.033175339809852,3.3160640829598265,1.7004247780031958,0.4090435509249505,Iris-setosa
+54,6.177881410443721,3.376225231071404,5.38775893100942,2.0087482798868335,Iris-virginica
+55,6.741583707790037,3.0932283975502073,5.623823497878111,2.205174933698837,Iris-virginica
+56,5.564128646038001,2.78383696320169,4.655497605314764,1.5898858619959213,Iris-setosa
+57,6.221496712848947,2.041038914575511,5.259081494637284,1.8703826060843445,Iris-virginica
+58,5.8267398625138025,3.0368010986054874,4.791368185249808,1.74326495020361,Iris-virginica
+59,5.2460043144302855,3.4097963221089116,1.4318171849966566,0.27519653594715787,Iris-setosa
+60,5.640201260499091,2.687045294904653,4.706898164350349,1.548823518174788,Iris-versicolor
+61,4.987845553852151,2.344481914182909,3.264829844884722,1.1467333903330177,Iris-versicolor
+62,7.6767921375621055,3.1590326775380504,6.459228138550511,2.1893599236559376,Iris-virginica
+63,7.390536842879711,3.141355741600792,5.724572225642892,2.1820175772415906,Iris-virginica
+64,5.184460875624132,3.1422574223618316,1.376964469719217,0.251998092559512,Iris-setosa
+65,5.2324397315398175,3.0767507929690314,1.3555323470840717,0.17652083424921072,Iris-setosa
+66,6.272812361668322,2.6894307622045655,4.4623621867535865,1.3306719842494958,Iris-versicolor
+67,4.9729235135802465,3.9889724582460095,1.430308252618065,0.1964333139502465,Iris-setosa
+68,6.064434009304521,2.585301105002636,3.908357207007586,1.3698274163193693,Iris-versicolor
+69,5.41628610999111,2.2652629901581003,3.3467587746391447,1.2952963356437963,Iris-versicolor
+70,5.250664800896921,3.502975002512588,1.7657592492081506,0.33038801987683813,Iris-setosa
+71,6.1866819868580665,2.6435150273142085,5.000890805158483,1.723151349813371,Iris-virginica
+72,5.233552231485856,3.3806287982197185,1.640989569505103,0.41625494998555135,Iris-setosa
+73,6.444812722795185,2.896174189536467,4.724630605371265,1.6450761595968335,Iris-versicolor
+74,5.126223864648276,3.1891139842687792,1.582519134932978,0.2139086392259829,Iris-setosa
+75,5.1562078823632325,3.769059759159458,1.4606303111546055,0.24988338784330705,Iris-setosa
+76,6.728726278564755,3.033010259525911,5.18696187973776,1.9101365802925494,Iris-virginica
+77,6.481834405236649,2.5332439762741332,4.846705585814491,1.8613717280922168,Iris-virginica
+78,5.825907384414717,2.4342624941105164,4.772192530450175,1.4426409344028637,Iris-versicolor
+79,4.956083887111509,3.19297211457636,1.5303655413256119,0.07845056780760098,Iris-setosa
+80,4.957294562978589,3.000984779175706,1.669945440127086,0.090006193471041,Iris-setosa
+81,6.529350808141563,3.096671709558091,4.703327990625471,1.4284939387445508,Iris-versicolor
+82,5.293134825317931,3.728466516355306,1.5864483619811567,0.26313532147683927,Iris-setosa
+83,6.3285676657835,2.9711963939966375,5.1293972649006365,1.541198667999358,Iris-versicolor
+84,6.9220353242033354,3.3371054967002163,5.4458893124048755,2.2524701036906025,Iris-virginica
+85,6.747992112520535,3.051215430323201,5.267388087539409,2.2894015576766575,Iris-virginica
+86,6.340520964649622,3.0226317832887917,4.808727178469059,1.7375257902897079,Iris-versicolor
+87,5.0362276162719715,3.9705775693785226,1.58259164823388,0.45677370270983697,Iris-setosa
+88,5.393646363282956,4.172861707691737,1.6778925412948464,0.24149387867554073,Iris-setosa
+89,5.174698851230317,4.1842795634502625,1.330245058947577,0.26131196784194965,Iris-setosa
+90,5.431185572763912,2.509427430538375,4.406687332119233,1.2762662061851051,Iris-versicolor
+91,5.890104563812657,2.609020585379431,4.27346241031902,1.3321598415927585,Iris-versicolor
+92,6.901033073340255,2.995423311326113,4.5814469654564745,1.2488131475359292,Iris-versicolor
+93,5.799732634766792,2.7987429586304926,4.620874065462881,1.4664199955161112,Iris-versicolor
+94,5.73893623078066,3.754959143499149,1.2040957714830238,0.1472369952631178,Iris-setosa
+95,6.298288385969725,3.117652689633101,4.669548149783287,1.6693276790828,Iris-virginica
+96,6.310608279820713,3.175628130617284,5.875603521074237,2.3725156190363457,Iris-virginica
+97,5.978402040394462,2.316555324211037,3.9578086945270345,1.1635251152471884,Iris-versicolor
+98,4.726754746090166,3.5146498064633582,1.215788622998935,0.16921916608622203,Iris-setosa
+99,6.9775315882632505,3.294286040079623,5.443403488174288,2.4258954198223446,Iris-virginica
+100,5.728470049822595,3.363136217440664,5.144804614206242,2.1509901401671865,Iris-virginica
+101,6.545266325286681,2.9203674505311144,4.474877191955874,1.3535909302721127,Iris-versicolor
+102,5.818593649807101,2.480411808169811,3.8583019208817237,1.2115832553114503,Iris-versicolor
+103,5.0715112295151235,3.406146081847062,1.477661261003959,0.23790081731044027,Iris-setosa
+104,5.962555672107855,3.392370274756053,1.6307925381005153,0.41895502910252314,Iris-setosa
+105,5.994634887279493,2.9266271084099773,4.8149687208197225,1.79159781594609,Iris-virginica
+106,5.363274674613479,2.384265013706765,4.171204313205859,1.1811920322116212,Iris-versicolor
+107,5.490976165619599,3.5237987270805515,1.5841260829832657,0.2785596978051565,Iris-setosa
+108,4.607038351356614,3.0540372635745814,1.3390247142380813,0.1777800347617113,Iris-setosa
+109,6.572453912443865,3.484260796283918,5.5606687913847495,1.950482980664506,Iris-virginica
+110,4.966367283945922,2.9946503775560367,5.238838720267625,1.859942666622607,Iris-virginica
+111,6.341512440740269,2.5141378646401873,4.930827143387831,2.0139700784491943,Iris-virginica
+112,4.758827962106809,2.8791134379828756,1.4220744578997346,0.33401833679414766,Iris-setosa
+113,5.005808867588769,3.5783711485738086,1.598830765509776,0.1830887424498312,Iris-setosa
+114,7.032588541297154,3.5265980407231097,6.003984767299069,2.8072770939643625,Iris-virginica
+115,5.660243865994081,2.3054856105285437,3.614059169540653,1.3293048734497768,Iris-versicolor
+116,5.308190940708042,2.4483291272689334,3.186120330844833,1.2905961769376462,Iris-versicolor
+117,5.925442895927512,2.513062120344258,4.744731455953843,1.902822572817769,Iris-virginica
+118,6.760281455958504,2.701126736606689,5.412841181530527,1.7104964653876475,Iris-virginica
+119,5.489187513209381,3.1226446610926164,1.5280745195293006,0.23912902592418825,Iris-setosa

iris/tvae/2/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tvae/2/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tvae/2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.063063620628848,2.6594507048554945,5.133199189175704,1.9457961662689829,Iris-virginica
+1,4.88340920381006,3.382204837324988,1.2951673330677809,0.1786265702343221,Iris-setosa
+2,4.948779097918199,2.5206508245150383,3.7134855794322053,1.2406399829536472,Iris-versicolor
+3,6.403154198859108,2.9726684194995143,5.068889020027961,1.8494764134242823,Iris-virginica
+4,5.554127985439297,3.0966219892663984,4.435211191517092,1.4892646260188704,Iris-versicolor
+5,5.052419434069126,3.55313895752756,1.5069458957210715,0.2828303189987176,Iris-setosa
+6,6.976178573493777,2.989464004078289,5.3619922868993095,2.0574056388328485,Iris-virginica
+7,5.422258539467124,2.748918722132361,4.521094843829295,1.4467129849345117,Iris-versicolor
+8,5.4875145040581135,3.063919063160196,4.879458430176522,1.7302475952027352,Iris-virginica
+9,4.790638103810284,2.972206952711908,1.4605511358593781,0.15895090592069977,Iris-setosa
+10,6.3463298080023876,2.769495669582295,4.382761406562466,1.4331181849456933,Iris-versicolor
+11,6.34617045943091,2.899251395200108,5.05892487623297,1.967127042346342,Iris-virginica
+12,5.422109581382782,2.8422485920719223,1.3777975833421972,1.3649640542604131,Iris-setosa
+13,6.606876929588098,3.2353709922145115,5.302228516889055,2.212558226334103,Iris-virginica
+14,7.111314980091815,3.4663202565617945,5.000374708295336,2.547553996848275,Iris-virginica
+15,5.520768955325657,2.9792575200621725,5.196451520130665,1.8868097059758178,Iris-virginica
+16,4.907493053127059,3.348464421757034,1.3339049129482639,0.19149544034001803,Iris-setosa
+17,6.62981223101165,3.0927582784038035,5.187761612143623,1.9303761711375387,Iris-virginica
+18,6.718223262469225,3.4667871445864953,5.445797374246274,2.406979963537219,Iris-virginica
+19,7.287965440876806,3.015800877049765,6.393709678063342,2.4112766385422417,Iris-virginica
+20,5.311088218386679,2.8607094196188303,1.590478426984921,0.35148708061844186,Iris-setosa
+21,5.144006703424148,3.0224322850773206,1.5605793777327406,0.186170024526294,Iris-setosa
+22,6.879201346900185,3.2037314276849145,5.476683646053732,2.568712160078052,Iris-virginica
+23,6.928174488185244,2.440871476762513,5.529835347875195,1.854562785677466,Iris-virginica
+24,6.775117060343127,3.6167702390902865,4.715243091577821,1.3835146894292918,Iris-versicolor
+25,5.290242329516687,2.8917071785243857,3.85008809494201,1.4311459740703096,Iris-versicolor
+26,5.764140581002769,3.1939924114100826,4.896402824506035,2.0390313359958583,Iris-virginica
+27,4.738042847632962,2.8233026471078064,1.3602318497025137,0.32127230030405,Iris-setosa
+28,5.662338131185455,2.966355306343708,4.509685289812598,1.3268364172470324,Iris-versicolor
+29,6.359594505146577,2.925197320346673,4.782262186467553,1.7578939684016066,Iris-virginica
+30,4.605294315026368,3.1865390013861066,1.1470155341119126,0.23370033615625516,Iris-setosa
+31,6.930989517616299,3.207534375194733,5.226061738899382,2.370941082215194,Iris-virginica
+32,4.383897107487176,3.456139829413143,0.8321409347196876,0.1512938745284242,Iris-setosa
+33,6.364666714692341,2.3442784833518915,4.810715825288508,1.928772087070266,Iris-virginica
+34,4.9834004582359395,3.1862437681802342,1.380578279763462,0.2624215252402901,Iris-setosa
+35,6.01724659165001,2.936191221724582,4.327129785522058,1.4847068451627115,Iris-versicolor
+36,6.0451665725893875,3.0176005830980417,4.540097697344964,1.303186908862243,Iris-versicolor
+37,4.52531128254168,3.198019364456181,1.3277847925553947,0.1540999434408591,Iris-setosa
+38,5.180461304281662,3.7693007748193037,1.624537649318197,0.32739501844642266,Iris-setosa
+39,5.1293604949905856,3.4643250044482334,1.5356940796278786,0.2846391792612833,Iris-setosa
+40,5.4467651628892835,2.67509856267392,4.918856324503503,1.3310447873219275,Iris-versicolor
+41,5.416271685490675,3.758050331845898,1.3411321136663643,0.41851194275520603,Iris-setosa
+42,5.342212810527387,2.8063954716003274,4.467689265819491,1.8084835835134576,Iris-setosa
+43,6.983388684471997,2.738368036377038,5.6005311077519435,2.0469056680236206,Iris-virginica
+44,6.877177547033555,3.114505713736259,5.470686484577039,2.254848570950665,Iris-virginica
+45,7.392693454959997,3.01724521742592,5.861588711875868,1.6319185430060537,Iris-virginica
+46,6.986507013786723,2.9529647479378136,5.663274359324139,1.6834221936863316,Iris-virginica
+47,5.6123507238858625,2.967550506169807,4.552404252913199,1.7284124949781225,Iris-virginica
+48,5.876807774179553,3.562164164621792,4.3003178523471535,1.7078270711841685,Iris-versicolor
+49,6.9184175488995034,3.447852734279348,5.614070708841649,2.2412027275904247,Iris-virginica
+50,6.110031597470127,2.9652132647111826,4.2828416049953795,1.4239572639755993,Iris-versicolor
+51,6.509088740100111,2.9347740446456334,5.162553564165889,2.1734466836389483,Iris-virginica
+52,6.457618903508283,2.9508469488937092,5.664248818198474,1.9094077899801762,Iris-virginica
+53,5.227540215641047,3.770954998288758,1.270502250929847,0.1954721375217111,Iris-setosa
+54,6.742312241282788,2.7698444075456408,5.18175899461946,1.949909150977073,Iris-virginica
+55,5.489099841615554,2.9698604508815136,1.4949073957729142,1.2857270838286408,Iris-setosa
+56,6.558000722132991,2.8857696736533933,4.530543896508741,1.494099513703799,Iris-versicolor
+57,6.827921530801975,2.782045101500524,5.094266203282489,1.6070485676599096,Iris-virginica
+58,6.377300021271707,2.765084771881888,5.0141408959680955,1.8126731354362633,Iris-virginica
+59,6.00180881548972,3.214461881739842,4.928934348396551,1.9829137554991954,Iris-virginica
+60,6.72438892393211,3.224634664725769,5.062921202744391,1.7408731814315337,Iris-versicolor
+61,6.4057598151620025,2.7067380947781343,4.376954219481382,1.2659764102913547,Iris-versicolor
+62,5.556291879392956,3.723179271943963,1.424659733989797,0.28794672792793313,Iris-setosa
+63,5.3803781909261055,3.204376510088598,4.344727208209069,0.8998531018942799,Iris-versicolor
+64,6.284077769398254,3.248726911482134,5.49019046822089,2.3422452378416105,Iris-virginica
+65,4.430584458353504,3.1647622674194373,1.4409753401329963,0.11783366218146213,Iris-setosa
+66,5.393305159044147,2.3838529138979583,4.015355672681056,1.3960821866718167,Iris-versicolor
+67,5.259130949078269,2.7559994782773987,4.500045321557418,1.5002296091347502,Iris-versicolor
+68,5.440573811543379,2.9232446972108597,1.4569215426346218,1.5044223844468523,Iris-setosa
+69,4.928059154775177,3.052400282442316,1.4347553419729544,0.35242062228701315,Iris-setosa
+70,5.73619865824155,2.981415084362673,5.527089994739831,2.047894301854389,Iris-virginica
+71,5.768683908008414,3.0488459843912343,4.703790676943862,1.6808749632686295,Iris-versicolor
+72,5.164597111800934,3.0136426924558783,1.379227757250938,0.4278365824369532,Iris-setosa
+73,6.737212486829595,2.6672683674620274,4.55525189563918,1.51668281434513,Iris-versicolor
+74,5.610355153648737,2.55715253265702,4.416574959143645,1.549366749956347,Iris-versicolor
+75,7.252107149677277,3.6310881967078292,5.441695929010844,2.1950565688149486,Iris-virginica
+76,6.549937852302635,2.9288289441829987,5.330621228895227,1.6565400542649207,Iris-virginica
+77,5.667246413402357,2.8955758324889977,4.46684064464959,1.4822281984853003,Iris-versicolor
+78,6.718765824282122,3.494707619095795,5.302493554645489,2.4498606828593386,Iris-virginica
+79,6.77689689337708,2.8724035028547865,5.251417149837739,1.6982964037600856,Iris-virginica
+80,6.647315939239659,2.661839862562367,4.8777081317129625,1.6619533854864446,Iris-versicolor
+81,5.104441157458538,2.4188162407118057,4.205076122171085,1.3687001338973428,Iris-versicolor
+82,5.216941838419033,3.043968054184979,1.5640524265772746,0.13723089217135062,Iris-setosa
+83,7.06017290591663,3.138578687971873,5.008755066094006,1.865576565161854,Iris-virginica
+84,6.838484051166445,2.9646976196126795,5.499674205715136,1.7889025746490557,Iris-virginica
+85,4.902821665318399,3.0870704999763228,1.5581086009932765,0.15138725439024353,Iris-setosa
+86,5.300515275623889,3.8671884699733905,1.6659422507494748,0.19001966134057674,Iris-setosa
+87,6.382525862532084,2.9293308460831495,4.9168163184267195,1.6995539065915413,Iris-virginica
+88,6.755825887906061,2.7165010500848266,5.517837358785935,1.9674468212496592,Iris-virginica
+89,4.888713126630747,3.4175599172517774,1.4302508546108916,0.2151894883732689,Iris-setosa
+90,5.489968424919157,2.3473883660621664,4.326892074431259,1.7023174980463356,Iris-versicolor
+91,4.984754102201892,3.464666293185425,0.9146751376518845,0.09201552239823713,Iris-setosa
+92,6.640133760784178,2.901345705118605,5.55251382503741,2.095440439599466,Iris-virginica
+93,5.023732864403207,3.40664663379557,1.576313072316603,0.29921822656404184,Iris-setosa
+94,5.710930289045722,2.619747991262679,4.631127962312555,1.582613422375943,Iris-versicolor
+95,4.866504040729574,3.249568948387902,1.4757298832898131,0.1897346921522043,Iris-setosa
+96,5.106028198249262,3.2237925649347097,1.6857721555266525,0.3577446267249949,Iris-setosa
+97,6.693782192747725,2.997018068226268,5.395454296229693,2.0668302251273127,Iris-virginica
+98,6.998375410748462,3.283816208755281,5.680308557299383,2.2492072474267646,Iris-virginica
+99,5.826345385618591,2.810533961325907,5.081295129749859,1.9189593362710855,Iris-virginica
+100,6.352582863220048,2.675544821476114,4.181326499722472,1.1843132993006757,Iris-versicolor
+101,4.9869624290021575,3.7584670239699736,1.5111778262743512,0.15478415602234952,Iris-setosa
+102,5.736646430540573,2.589777205133395,4.049034865721553,1.370096354104928,Iris-versicolor
+103,5.586762933591234,2.8205376276993874,4.597595216745254,1.018913444671528,Iris-versicolor
+104,6.37273361178845,3.335286692562701,5.785008472536852,2.5800298057789695,Iris-virginica
+105,7.292827321512544,2.9228391970663985,5.6859569724490795,2.1309385025964986,Iris-virginica
+106,6.127508999828688,3.0525308645555835,4.726988627665665,1.4252039995051367,Iris-versicolor
+107,5.0779814085344075,3.19848768225901,1.7655422950239412,0.10941243997847311,Iris-setosa
+108,5.54791961732649,3.15029086672316,4.5068591742450455,1.450464555283341,Iris-versicolor
+109,7.104947827612102,3.458183008994919,5.875837778355221,2.401629935240989,Iris-virginica
+110,7.101352813696242,2.9783705125074773,5.5772611039475395,1.6356645607130942,Iris-virginica
+111,7.025992697852526,3.0656343264952546,5.35157962244015,1.6817805363227434,Iris-virginica
+112,5.89268899902791,2.721873598069499,4.526715467799183,1.2996121105671532,Iris-versicolor
+113,5.3187063824730005,3.3799704971977604,1.5951042177405044,0.3741257319671783,Iris-setosa
+114,6.266403065187882,2.7764292237780475,5.34767098705038,2.06352827785048,Iris-virginica
+115,5.655487775644409,2.758803378322444,4.405484116812954,1.6538035847008221,Iris-versicolor
+116,6.961615755479564,2.3392286705117122,5.0769690287966025,1.4891230239970519,Iris-virginica
+117,7.036962539936515,3.2931029873310766,5.876427153641643,1.6949084011740383,Iris-virginica
+118,4.7373622355229275,2.7098224047671398,1.3645701094092266,0.21049652643497427,Iris-setosa
+119,4.591854893542952,3.1708479796307456,1.8329887518997785,0.2633801347443044,Iris-setosa

iris/tvae/2/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor