a

iris/tvae/2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.51997641157092,3.0732832985025067,1.3157435215223436,0.2236450568492737,Iris-setosa
+1,4.83499600054179,2.927249545822399,1.4587318608046411,0.22298120118358924,Iris-setosa
+2,5.9641674708360926,2.8268912825634027,4.842837459191399,1.8118554103229447,Iris-virginica
+3,6.2629711771044025,3.0339519804345274,4.3844190558888645,1.35836675174534,Iris-versicolor
+4,5.636273791360022,2.776267627335618,1.4112790574052398,0.2424952103051017,Iris-setosa
+5,5.736876877365431,2.5112647310719023,3.7256504352353432,1.1884991199748178,Iris-versicolor
+6,6.780567192426105,2.807371860795562,5.717397055681353,1.8643119273100655,Iris-virginica
+7,6.081597930675025,3.0937698002520313,5.070660548558031,1.5839064352285592,Iris-virginica
+8,4.999267401682462,3.486468274990462,1.5038463329166045,0.40651015641861665,Iris-setosa
+9,6.093638038530013,2.900282950228909,4.105122434535973,1.206245579636931,Iris-versicolor
+10,6.420645923996051,2.9230465664322254,5.31269252126109,2.1446737588888385,Iris-virginica
+11,6.4736045415462975,2.8709458969294004,4.877775190193117,1.5183066569948525,Iris-virginica
+12,4.893508498150214,3.1009355284340443,1.5052356230372643,0.02413090486822178,Iris-setosa
+13,6.237994456631872,2.78970995487777,4.929679420730518,1.70070853719395,Iris-virginica
+14,5.117339668399446,3.6825412085702416,1.6470193471555026,0.30140730505875013,Iris-setosa
+15,4.369384600786937,3.144030259963499,1.4803870897744127,0.20487953371635026,Iris-setosa
+16,7.022090398962669,3.052193667877601,5.361716585357637,2.0284686265051226,Iris-virginica
+17,5.908670780178593,2.8027078807006576,4.597607668103917,1.573387175829046,Iris-virginica
+18,5.949749591243162,2.927183981626125,4.149130741360014,1.3423448648989065,Iris-versicolor
+19,5.061759337724966,2.8694218493416477,1.5768897027239357,0.4243325936697584,Iris-setosa
+20,5.669769192951205,2.433053832882049,4.6103947685115045,1.3268111376494973,Iris-versicolor
+21,5.672886795048289,2.918361648361062,4.946506836274924,1.699145821200049,Iris-versicolor
+22,6.136368891191679,2.8326013941085417,4.303426795588815,1.1154011632104637,Iris-versicolor
+23,6.337719420751491,3.0316536493965245,5.199984338243336,1.7938034085801453,Iris-virginica
+24,5.129495029005926,4.156507858755221,1.2686601436017708,0.20702287819841692,Iris-setosa
+25,6.22203072044526,3.4392792317477463,5.686435749223077,2.245653518969517,Iris-virginica
+26,6.043525967582912,2.5832128852729745,5.057540040974181,1.5819146668018664,Iris-virginica
+27,6.543695943215553,3.237722986954626,5.3732795357952625,1.8915259110812201,Iris-virginica
+28,5.143310375286919,2.717611223411179,4.784613979391042,2.073608321587457,Iris-virginica
+29,5.348572869812355,2.3555725719491925,3.4046624210042213,1.0941013991288373,Iris-versicolor
+30,5.520759612112747,2.88225507089933,4.9138140350944575,1.7541748978403402,Iris-setosa
+31,6.3364878961794435,3.140927869628802,4.080671058070923,1.39840343203183,Iris-versicolor
+32,5.691753645879673,2.8502933522687877,4.945611624509168,1.378427244395414,Iris-versicolor
+33,5.142072706540831,2.4327267979799982,3.948899492184286,1.0586747804232979,Iris-versicolor
+34,4.659878695035286,2.974451465593406,1.4473666699281256,0.25078158604520895,Iris-setosa
+35,6.187515787851811,2.799011325317265,5.033493806103531,1.880029293798947,Iris-virginica
+36,7.3420223980592265,3.149902477967241,5.771592400510655,1.8069148984666172,Iris-virginica
+37,6.031025236726476,2.188517576774678,3.6985399520314237,1.204766621747197,Iris-versicolor
+38,5.744773555448556,2.6200124071683906,3.8930758345207055,1.4972401939306375,Iris-versicolor
+39,7.219154331167713,2.703452327495311,6.253700797587694,1.869941688881515,Iris-virginica
+40,6.005472968165397,2.7224408134555076,4.612449069244723,1.4277092875209307,Iris-versicolor
+41,6.156343220748622,3.319209173217135,5.582511656481731,1.98506831161663,Iris-virginica
+42,4.39707498154805,3.5043537612568048,1.1864567364885334,0.2055042961160184,Iris-setosa
+43,5.535676097466058,3.046685861611886,1.6461617111108167,0.20944844244210814,Iris-setosa
+44,5.039926137266544,3.345717366186938,1.4367256578902068,0.11319720157887381,Iris-setosa
+45,5.705975709639713,3.023300702139491,4.684704330981471,1.581728651668246,Iris-versicolor
+46,6.182466216507536,2.691524995290369,4.835630160784277,1.9233783591657874,Iris-virginica
+47,6.473032228935746,2.480514486544641,5.230682587718338,1.645852046994317,Iris-virginica
+48,5.717988478026383,2.889926379153757,3.9670114609094633,1.2014572879438297,Iris-versicolor
+49,6.312587674844119,3.312348204017079,5.638884182770534,2.2068004184090304,Iris-virginica
+50,5.1771039493279885,2.863079197658325,3.7301356215050463,1.082082294352479,Iris-versicolor
+51,5.155706038032699,3.1559786539994037,1.4445783973551565,0.4516490736575083,Iris-setosa
+52,5.886678919259726,3.0355497154058155,4.576830794398256,1.3332537525083261,Iris-versicolor
+53,5.052826538966797,3.0266750209160187,1.2806255428958704,0.8782028434032598,Iris-setosa
+54,5.649986158856181,2.318799518319687,3.8135808916379696,1.2792092739683945,Iris-versicolor
+55,5.006533179507672,3.46788442314228,1.5627117134428985,0.21801245305295247,Iris-setosa
+56,5.939605673640472,2.794251851347339,4.918174688088697,1.9190748317401054,Iris-virginica
+57,6.729927088284167,2.754416782490019,5.572582326435839,1.9122090073493379,Iris-virginica
+58,4.326926082172997,2.8950513461381595,1.4068397962644048,0.2811440960378968,Iris-setosa
+59,4.524826204312438,3.1626628535380465,1.5808059139883641,0.31310223445906255,Iris-setosa
+60,4.564270839210244,2.951108004486316,1.2883937470194604,0.250277959300414,Iris-setosa
+61,6.101567153225097,2.483719531873788,5.26100519005908,1.7149759365929886,Iris-virginica
+62,4.957209449922413,3.068041752065565,1.397727219245307,0.09999332331735075,Iris-setosa
+63,4.7353841598745205,2.911869009078399,1.3459251084039554,0.21548937734722065,Iris-setosa
+64,5.629133916587308,2.8564239263671674,4.204558535618781,1.1487281554772082,Iris-versicolor
+65,5.387441828497192,2.6800105591865315,1.5067643569214302,0.3718465165165031,Iris-setosa
+66,4.580481483203956,2.9045092167614635,1.148957705557504,0.21453661462638163,Iris-setosa
+67,5.9557414973931655,2.6058106858638572,3.512521611095846,0.8459429956491834,Iris-versicolor
+68,4.97870310590744,3.1280717986806885,1.6841559165495363,0.41796913326897495,Iris-setosa
+69,4.806265358317592,3.466641402655846,1.5620869027371742,0.37979819360288725,Iris-setosa
+70,6.471481214885852,2.907044287600955,5.352557354817585,2.221107797563166,Iris-virginica
+71,7.22952526501959,3.410126561637639,6.211747318162947,2.119259693739381,Iris-virginica
+72,6.063908087799304,3.2146784436217235,1.5177240523037399,0.486250978324162,Iris-setosa
+73,6.898543561348056,2.647297969967385,5.668131178226057,1.7630548762456084,Iris-virginica
+74,5.325818723994484,2.666028917468508,4.008805718771846,1.167041071166321,Iris-versicolor
+75,5.200375617999546,3.560505499334813,1.6005447583670207,0.4531534824615193,Iris-setosa
+76,6.090931360487116,2.8408919811585074,4.9212086201893275,1.6311817206807204,Iris-versicolor
+77,4.39004514244709,3.1611035431248102,1.4642863884237294,0.2146806279414807,Iris-setosa
+78,5.266544870885166,3.4572277404992944,1.35973681896946,1.1343406987902347,Iris-setosa
+79,6.114549550535559,3.0076179891813806,4.279031598956584,1.344215636638174,Iris-versicolor
+80,4.699370911125921,3.112569183605297,1.3359211226499914,0.18804264250207586,Iris-setosa
+81,6.789953751159839,3.1128349617878093,5.420385802185691,2.226504216898179,Iris-virginica
+82,6.241826545103392,3.3385877110436453,5.43365528136447,2.2492684818276847,Iris-virginica
+83,4.667059938739447,3.3464608280677774,1.4638825938771403,0.23067189899132542,Iris-setosa
+84,6.85600140837806,3.0130258508102323,4.799234396147582,1.944027167086929,Iris-virginica
+85,6.721964778403009,2.7199036933070952,5.067772740592297,2.039576129468398,Iris-virginica
+86,5.023331693963677,2.9101318997051298,4.715774109631397,1.87499482009067,Iris-virginica
+87,6.920693004431603,2.813064615957554,5.533833474454804,1.447118877382519,Iris-versicolor
+88,4.215454915666383,3.282543032301492,1.341891642312912,0.08736435765964368,Iris-setosa
+89,5.024926459925059,3.0810998688695794,1.5923550511819677,0.17097398156271212,Iris-setosa
+90,6.214468248482951,2.8717940165851243,4.390707317572618,1.1806626000476628,Iris-versicolor
+91,6.002213116254596,2.9147574098474696,4.2433916864622505,1.5766550473927554,Iris-versicolor
+92,5.191305917888555,3.3773246581380345,1.6598939458480915,0.2719358909360469,Iris-setosa
+93,6.722934819311516,2.6984162019222038,5.041268011606558,1.6418127067681905,Iris-virginica
+94,4.733778634513042,2.862038408043159,1.2611271537851134,0.31790251009198445,Iris-setosa
+95,6.87579858206813,2.85422030143394,5.80365652677639,2.3074816267658553,Iris-virginica
+96,6.216220722466428,3.3582862639022673,4.962897700318424,2.183686953768972,Iris-virginica
+97,5.013296885464714,3.548758126407157,1.6661447252609296,0.1536085013518965,Iris-setosa
+98,6.386380834150729,4.067383429510619,1.5892498392847965,0.4992843289140753,Iris-setosa
+99,7.023015906779108,2.944343882745672,5.252322977043784,1.5215180318733945,Iris-versicolor
+100,6.774186939443691,2.9164962957152647,5.604215264030943,2.175191742980892,Iris-virginica
+101,7.088702883398072,2.768299566184133,5.820615569505579,1.9163121042033224,Iris-virginica
+102,5.404270685658001,2.8073401307810704,4.232518057365777,1.2413531822865769,Iris-versicolor
+103,6.491348378145243,2.953302266285275,4.733692468660379,1.7500278808788887,Iris-virginica
+104,6.228168000096702,2.5498887636921435,4.312113131793753,1.3126799460429588,Iris-versicolor
+105,5.026144904631263,3.086588671560677,1.4713317547762963,0.4468093275191967,Iris-setosa
+106,6.312495244940123,3.0467650384422207,5.002556437664693,1.9161372127733038,Iris-virginica
+107,7.574566722967389,3.7281131216853343,6.271652907949338,2.1518978990256343,Iris-virginica
+108,4.990791763787714,2.9718930019921315,1.4629026605375022,0.05117263010803311,Iris-setosa
+109,6.652451747856947,2.9420915204049223,5.229693819689127,2.014841825554673,Iris-virginica
+110,6.44591419168481,2.3592777769253654,3.8004922682671642,0.9931792804388608,Iris-versicolor
+111,6.935487133551735,2.822107453016135,4.560085770263701,1.402852683270006,Iris-versicolor
+112,6.564711020153738,2.842229957032549,5.7585687283994496,1.94156960447271,Iris-virginica
+113,6.307467638886883,2.872907091227303,4.816773378653132,1.6780917032555205,Iris-virginica
+114,6.482231055319054,2.619569088522778,4.160444475844708,1.6008484656433433,Iris-versicolor
+115,6.893931923990863,3.060757736787581,5.645477189649823,2.195466594065885,Iris-virginica
+116,6.231399820378126,2.9192562836793585,4.3096846558854045,1.4916324365302855,Iris-versicolor
+117,6.491910299509718,2.440499155814433,4.572309142186505,1.3349359395838254,Iris-versicolor
+118,5.7825404215644705,2.893396897298072,4.124767387798754,1.4108145217484998,Iris-versicolor
+119,7.347263134426984,2.8663150018806314,6.087930148895684,1.9749316039182732,Iris-virginica

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
+0,4.794196945901181,3.3601072926612803,1.360239223744699,0.16567003827646454,Iris-setosa
+1,5.79016526150098,2.3911822458733263,3.8089421515658133,1.3053422050311143,Iris-versicolor
+2,4.379541813598304,3.2343869270214665,1.4472996973019805,0.08425726993692764,Iris-setosa
+3,5.811767517130181,3.5191554701609475,4.804333232646629,2.09540766846076,Iris-virginica
+4,6.614101034128537,2.54813058452141,4.906093799610875,1.752518556454369,Iris-virginica
+5,6.310603499101456,3.146379849467711,5.3825840957589115,1.6812983510758155,Iris-virginica
+6,4.857637104081657,3.4073556001990792,1.5746110691460362,0.2344916180927307,Iris-setosa
+7,5.600361949329867,2.6405368269419807,3.821476631498146,0.8363853782758267,Iris-versicolor
+8,6.460618187316834,2.608911404170387,4.765424591414294,1.3695895513892842,Iris-versicolor
+9,6.167864788898487,2.8903814504412226,4.6164178168345735,1.5582326891091995,Iris-versicolor
+10,4.939020691490896,3.1456722835917073,1.484655692123378,0.23208128998885008,Iris-setosa
+11,5.951362635350169,2.885193684270122,4.921781092490146,1.9829839657956676,Iris-virginica
+12,6.629684986608613,2.6779803212820443,4.522993052502144,1.7920787486832213,Iris-virginica
+13,6.817113741718934,3.021304468210819,5.926281486478741,1.614674940743527,Iris-virginica
+14,6.346610196086867,2.7631814830662806,4.94067898505407,1.6487868153060232,Iris-versicolor
+15,5.729655085503513,2.493874682876542,3.930885183514616,1.2875271691929884,Iris-versicolor
+16,6.053472148979882,3.1101940538972843,5.6799792885554465,2.406505142873312,Iris-virginica
+17,4.735950216700465,3.0802791800566847,1.632441009529472,0.19846690661428415,Iris-setosa
+18,6.361141254317503,2.9821731072861555,4.31367796797298,1.0751833038013463,Iris-versicolor
+19,5.682947642390167,2.687733580945279,3.877923109857881,1.4329720996073194,Iris-versicolor
+20,6.053988426339949,3.3006173021396754,5.3129700746255315,2.3493315411602835,Iris-virginica
+21,5.460223761603236,2.484706395286076,3.077975141158806,1.2124750682516148,Iris-versicolor
+22,5.6164803054313746,2.8859550253356248,4.402101886701314,1.2115671627520024,Iris-versicolor
+23,6.642146354676436,3.028453208184528,5.257797868431521,1.8016416611459534,Iris-virginica
+24,5.490468316461146,3.7195037263077517,1.6457015373598471,0.4856559347626034,Iris-setosa
+25,6.523126923550774,2.935961094453286,5.3316713514378415,1.604936803338815,Iris-virginica
+26,6.727735669111056,2.946861813470782,5.54327500260119,1.9790875387635072,Iris-virginica
+27,6.062761636619652,2.676427215465141,4.352627612455457,1.2863349704345075,Iris-versicolor
+28,6.256131641673481,2.867110221279821,5.518836567393172,1.9575722369034583,Iris-virginica
+29,4.899477823728265,3.147438987914617,1.387838714302297,0.14180144398497638,Iris-setosa
+30,6.02208242388468,2.7896044792250976,5.087421591555248,1.557263212079837,Iris-virginica
+31,6.902634278652805,2.3736931636684124,5.885823888156545,2.1509569342241317,Iris-virginica
+32,5.055367973013489,3.8719609215579283,1.5845957528887764,0.2291136603169377,Iris-setosa
+33,5.79227638981221,3.297883299955811,4.9399554981155225,1.751761113668144,Iris-versicolor
+34,5.08824603521007,3.4425396911834363,1.4526422844650229,0.3295060249966053,Iris-setosa
+35,5.541558397714342,2.8315274258294387,4.679252990548162,1.9242595405081757,Iris-virginica
+36,6.272791072200754,2.6791855667229183,3.816723106467965,1.0969593968984372,Iris-versicolor
+37,6.014372363148793,2.778463789854849,4.707763888081497,1.4819591440506406,Iris-versicolor
+38,6.673884645258334,2.6692451397026757,4.201238614500702,1.2817800664580623,Iris-versicolor
+39,6.505389229811226,3.0533350730255915,5.497321846850844,2.41028972922299,Iris-virginica
+40,5.306275069416893,2.8669347402184986,4.24770589192657,0.9976314741573897,Iris-versicolor
+41,6.650803591600716,2.5107230455402245,5.878766431230334,1.8324327115600172,Iris-virginica
+42,5.143076045683964,3.0216306456640987,4.466135165967306,1.2283530895112251,Iris-versicolor
+43,6.2464691271466535,2.5951724599580395,4.3643915738926085,1.3593509808507367,Iris-versicolor
+44,7.514111772950082,2.8170373473310146,6.193400880841593,1.9116383051137553,Iris-virginica
+45,5.241234334281811,3.214889026759431,5.161946531499762,2.1048769317964418,Iris-virginica
+46,5.113805967124362,3.6021376448370335,1.5327519534295833,0.2456227347949064,Iris-setosa
+47,4.91853167300971,3.3722818341696392,1.6099420501639892,0.22006213391954763,Iris-setosa
+48,6.439428772343292,3.1830139585564035,4.1623892924984665,1.3495952023724767,Iris-versicolor
+49,4.961345811086419,3.1406059910013626,1.5368765381551668,0.30842540631740895,Iris-setosa
+50,5.9251799328852055,2.7241389595254004,4.933407755856942,1.855566421091049,Iris-virginica
+51,5.756221215973849,3.0435107523421467,4.445194245210622,1.6980473364785709,Iris-versicolor
+52,4.727144606000585,3.7917116469022094,1.5120509810996483,0.315620080578707,Iris-setosa
+53,5.435383139391344,2.857148125364985,1.30916924081267,1.6157978082687987,Iris-setosa
+54,4.853262367365256,3.779538968241184,1.3647500750693562,0.09554842248158452,Iris-setosa
+55,7.05941770687152,3.1712242179460843,5.750539151663637,2.187515857752701,Iris-virginica
+56,6.624927045893019,3.1101412160143194,5.224703147564518,1.7928691853400274,Iris-virginica
+57,7.486372944188974,3.140403901279432,6.354922450209792,2.420894021030863,Iris-virginica
+58,6.75166124874739,3.195683370021638,5.509328574109423,2.2877042815226547,Iris-virginica
+59,5.072457353414,3.4796572454321195,1.5912505401518378,0.12890639656530611,Iris-setosa
+60,6.130039354511093,2.5629112176774913,4.752223211939834,1.2729517008248539,Iris-versicolor
+61,5.907335801616135,3.0710786271411834,4.687603229697963,0.46151864693185085,Iris-virginica
+62,6.494155227985019,3.0591597956699657,4.853670221937207,1.9093441253993781,Iris-virginica
+63,6.6809843852189115,3.657742048541078,5.458625153131302,2.414225589713818,Iris-virginica
+64,6.173504090578951,2.6127122205125026,5.040387964818125,1.8743617526122374,Iris-virginica
+65,5.783220116870728,2.757275461948647,5.409135183713969,1.6763973864585147,Iris-versicolor
+66,6.279325051297325,2.8004576815970155,4.966868593827004,1.5694175861761588,Iris-virginica
+67,6.867348444262195,2.9730366584398835,4.6172267036187895,1.7599519798249286,Iris-virginica
+68,6.087697435328514,2.68910320506296,4.1557358071021975,1.247655520371372,Iris-versicolor
+69,6.276680349658845,2.825821906328168,4.270203926014972,1.372285156058581,Iris-versicolor
+70,5.25622206850722,3.1443175292273264,4.4944815369469255,1.374551200425923,Iris-versicolor
+71,5.451660574552775,2.794401108597153,4.030455971649079,1.5302741730032967,Iris-versicolor
+72,5.209983391119197,3.735903358836993,1.6666760776590197,0.3990925428956793,Iris-setosa
+73,7.060486626779759,3.3901738712376046,5.670394002493077,2.32034543934323,Iris-virginica
+74,6.248585259082874,2.940946019550806,5.133814513393299,1.8379406945715993,Iris-versicolor
+75,4.447092873535708,2.7858919669946145,1.6337234288033609,0.22687525044901993,Iris-setosa
+76,5.044782733047231,3.8562816688435317,1.5227116661912325,0.21901671567257391,Iris-setosa
+77,6.05101797161614,2.867029400664759,4.733129059481012,1.7377913941780168,Iris-versicolor
+78,5.0420814657992,3.2216735149790026,1.466096611918339,0.2400395217204355,Iris-setosa
+79,4.72159051125484,3.2674188082413473,1.4202492233505568,0.3088975643157403,Iris-setosa
+80,6.155940804078269,2.737946276697332,4.522610644316376,1.4340648517963548,Iris-versicolor
+81,7.421291224510969,3.7537162899845846,5.868895410734914,2.02595298200968,Iris-virginica
+82,5.450961033461223,2.8212934548469675,1.4759495708499073,1.4753447797107544,Iris-setosa
+83,6.966104054211732,3.664984119864961,5.604494744920392,2.665869502829908,Iris-virginica
+84,5.577013398786241,2.6442245028179405,4.677286202024455,1.427424378900296,Iris-versicolor
+85,5.30331779086858,2.5923242894789267,1.584798629701676,0.28779045430459865,Iris-setosa
+86,6.741103152574188,2.6169119133408687,5.441430258881901,1.5966545738751337,Iris-virginica
+87,6.538486739342915,2.6296034079526747,4.769206680616184,1.4587586968060917,Iris-versicolor
+88,7.935624121413518,3.6146591684029867,6.467763293120771,2.1428569895484197,Iris-virginica
+89,6.437998985097874,3.5062778875956377,5.393141174108507,2.3366173055917385,Iris-virginica
+90,6.437979257139746,2.7419359975507023,5.2290336961581865,1.6989076076721303,Iris-virginica
+91,5.922422885112334,2.534768682942271,4.882403641022717,1.6747786298516192,Iris-versicolor
+92,6.236489392781431,3.4496764313751687,5.281242773913246,2.4785339327589786,Iris-virginica
+93,6.154558030034253,2.5892684174655205,5.227207116480882,1.6093981751478446,Iris-virginica
+94,6.67953804329329,2.638560421813292,5.752225787186799,1.8906208602397903,Iris-virginica
+95,5.116812384412241,3.1059868033685882,4.758246191304655,1.7889317565444185,Iris-virginica
+96,6.175087106343433,3.1166064271696845,4.628403772636977,1.89780988046279,Iris-virginica
+97,6.676179376919465,3.0162664409067634,5.133902585246111,2.3303455482050586,Iris-virginica
+98,6.013752981028285,3.3876573750316856,4.780290237075843,2.1305294692449848,Iris-virginica
+99,6.422576800855063,2.8048234370725873,3.720218043408778,1.282963274759774,Iris-versicolor
+100,6.489416201191236,3.110651760595665,4.956228306957297,1.4875557633599148,Iris-versicolor
+101,5.205073750143452,4.007130757423514,1.702568458491034,0.3010380526019609,Iris-setosa
+102,6.191188029445798,3.3383758854840107,4.934857727174152,2.1217857003256677,Iris-virginica
+103,4.852267703645616,3.044042614972347,1.536906649891603,0.3542709675331842,Iris-setosa
+104,4.922792186623776,2.340815419711336,3.708635816168809,1.1466910245713087,Iris-versicolor
+105,5.0493666256053675,3.5628265106687547,4.942984433602414,1.9649407077841834,Iris-virginica
+106,4.565092432002299,2.90091921504073,1.4962769482697331,0.23154173142639908,Iris-setosa
+107,5.911180808342274,2.741273886487986,4.251377747896295,1.548888055661767,Iris-versicolor
+108,6.907043989652145,3.2742177010996607,5.993173511878922,2.3574091781028947,Iris-virginica
+109,4.858836062013653,2.9892830358198847,1.353322456631005,0.22441172228624046,Iris-setosa
+110,4.517435905350773,3.150701633011267,1.4606266536571457,0.23835216462258343,Iris-setosa
+111,5.689547857565682,2.8404938164027134,4.369096428016185,1.218016476999377,Iris-versicolor
+112,5.012361187038022,3.482819821128466,1.5586262869517193,0.3372145037870752,Iris-setosa
+113,5.0880879671700665,3.9918423508258156,1.5219413264822181,0.30768414276734285,Iris-setosa
+114,6.920390377553943,2.8489948583446174,5.5800322037319114,1.9337444649829452,Iris-virginica
+115,5.6881365435986,2.6561304864717217,4.775973591171842,1.8368808651405986,Iris-virginica
+116,6.417709695425672,2.4580940560185898,4.816710084395053,1.1958938761435605,Iris-versicolor
+117,5.399455422059308,2.788306197587466,4.764919088601249,1.5479866239169624,Iris-setosa
+118,6.9883670210277975,2.49292908101128,5.721867205402074,1.820007279900051,Iris-virginica
+119,6.181914951507751,3.259325426742648,4.955761794891103,1.9944259240128606,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
+0,6.485666844779778,3.1308842528938423,4.737352605132312,2.177076111138216,Iris-virginica
+1,5.974052890292714,2.5856913890832147,4.913455215508924,1.7389147321465408,Iris-virginica
+2,6.068601000470855,2.9136300220126197,4.56287141124136,1.5415086247962468,Iris-versicolor
+3,6.640058854159501,3.2138456243805567,4.341903172705354,1.2894107234325127,Iris-versicolor
+4,5.038623943598644,3.4646584673188174,1.4390066539142858,0.3303670802395611,Iris-setosa
+5,6.588598093022069,3.014235170532441,5.390770777393869,2.077565418669845,Iris-virginica
+6,6.564153290501385,2.824130569954403,4.47439890908153,1.337886468347227,Iris-versicolor
+7,5.958727169303241,2.6593562763060916,3.7545370216429235,1.1856671657284759,Iris-versicolor
+8,4.549195958772114,3.1194268155420724,1.587549395677282,0.25244543087214444,Iris-setosa
+9,4.3237218459899305,3.0462397946526543,1.5340952501878278,0.31208047374763337,Iris-setosa
+10,6.971807441973784,2.9169970583983997,4.619530414360135,1.572741852077963,Iris-versicolor
+11,5.92651622086319,2.3675370427076103,3.9405790185435965,1.0542258663468216,Iris-versicolor
+12,6.569332314821309,2.6624987884429117,5.4202428275821255,1.7575338797658033,Iris-virginica
+13,6.766551507138109,2.7900362446930203,5.787865113165881,1.482877365890899,Iris-virginica
+14,6.4079229423402655,2.618340332469595,4.7266605270253965,1.663740732464891,Iris-versicolor
+15,6.464189268198853,2.653965276319246,4.660292310758521,1.4275704485781053,Iris-versicolor
+16,4.753783512398657,3.3911277878537764,1.3552353733112663,0.2568189684446586,Iris-setosa
+17,7.389112271581391,2.9999113486088844,5.065685649494177,1.3894867844118841,Iris-versicolor
+18,6.135521745659574,3.0147711881645325,4.129552387712448,1.1071259364826143,Iris-versicolor
+19,6.493324153090819,3.815484484111922,1.6228278705156451,2.303575659466334,Iris-setosa
+20,6.120468168455562,2.657986925039162,5.675081573556676,1.6191452143682745,Iris-virginica
+21,5.3324964446635414,2.6262480805936645,4.659080417868274,1.6732192333068296,Iris-versicolor
+22,5.60167261450323,2.812966157435868,4.591357882467302,1.3434080232513261,Iris-versicolor
+23,6.86582897406584,2.7499724337860183,4.517763546760102,1.3672974117684709,Iris-versicolor
+24,6.1717781179663485,2.8253474988630924,4.226653702392748,1.4485051066140515,Iris-versicolor
+25,5.169801335721786,3.473631497246737,1.5083054566205292,0.39742775664496,Iris-setosa
+26,4.6699668706711215,3.009540789467261,1.3500498529468308,0.21098686757702823,Iris-setosa
+27,6.7442314380895,3.0784771775495376,5.882456264336618,2.4504070969368845,Iris-virginica
+28,5.200867466582907,3.0483389158299223,1.394555243754346,1.3309091149976329,Iris-setosa
+29,6.917635822496836,3.1326605642458523,5.62332287028706,2.093242539755769,Iris-virginica
+30,6.965558325177736,3.0381007552870822,5.946492836218569,2.159742966316776,Iris-virginica
+31,6.168910896167859,2.9869653693834763,5.108537872127888,1.947459749565817,Iris-virginica
+32,6.55351083754969,3.0176041868486605,4.254695620193845,1.4069158359281886,Iris-versicolor
+33,5.615908858809547,2.8134014003958225,3.7780057923005756,1.405142910360758,Iris-versicolor
+34,5.863077797892891,2.3386163899434282,3.253953496537905,1.0726826840579968,Iris-versicolor
+35,5.3864347034238875,3.1022088112124147,1.4041500131650135,1.030562418911376,Iris-versicolor
+36,7.330471156712129,2.951430456482488,6.032065350098402,2.2749744697852234,Iris-virginica
+37,7.063159641027096,3.0435825711206856,4.797290512956469,1.3289514901739508,Iris-versicolor
+38,6.0696901669965175,3.008211114495661,4.266853552038299,1.2875571477994074,Iris-versicolor
+39,6.2548131006886605,2.3123334172458985,4.515281227140308,1.3764562970643588,Iris-versicolor
+40,6.928640752651315,3.057560927918675,5.560955992782171,1.8927565807741316,Iris-virginica
+41,4.813820173393385,3.2204767882241536,1.4723639917315559,0.16572045870937735,Iris-setosa
+42,5.997037635889195,3.2911366218306686,5.364932136047172,2.201580662561901,Iris-virginica
+43,4.864462976060754,3.1767271736675426,1.54956352992603,0.4222861858555217,Iris-setosa
+44,5.444858195258424,2.383747951706435,4.758115957656882,1.2160136142756535,Iris-versicolor
+45,6.825614874672739,2.894786320555303,5.761039802455947,2.3318140373233125,Iris-virginica
+46,4.935876568586211,3.1578252650094893,1.6331383045130345,0.37193772657275714,Iris-setosa
+47,5.670850272109354,2.7075139213473145,4.0757302451945305,1.2966661854251487,Iris-versicolor
+48,6.166723169933016,3.0247719624932308,5.193790695916676,1.8598516287072149,Iris-virginica
+49,5.614484502348782,2.406779471353092,2.8833645740237475,1.1147614253997646,Iris-versicolor
+50,4.900665610149868,2.5992602002571763,4.652583816005863,1.8136232038057736,Iris-virginica
+51,5.469192392801387,2.4998555149145574,3.1334647240028195,1.0727352389772373,Iris-versicolor
+52,6.368509410562623,3.256126428112737,5.23322850530316,1.7211860485786035,Iris-virginica
+53,6.613472147959315,3.080508816796362,5.028590924385128,2.034613034011009,Iris-virginica
+54,5.231750815041789,3.480941162305973,1.566820096330138,0.17597445802676615,Iris-setosa
+55,5.551342419891139,2.846507528532105,4.518168757278227,1.2219740482404964,Iris-versicolor
+56,7.595846968502306,2.9595869738732907,6.248296782774364,2.252680801073895,Iris-virginica
+57,6.582862913691196,2.9980383415960876,4.818517104310173,1.707466274671108,Iris-virginica
+58,6.499577106253328,3.0712657479126984,5.346876567275681,1.783300720959368,Iris-virginica
+59,5.600179917273434,2.3312059648606205,3.4939864127345333,0.9584081028656154,Iris-versicolor
+60,6.958823260478691,2.5560586743515623,5.285825613233271,1.7617452386331698,Iris-virginica
+61,6.480385595763302,2.4003146383661256,4.994400268456296,1.3992447544950894,Iris-versicolor
+62,5.603578371784947,2.9688952694978576,4.193206724988725,1.1099205443110896,Iris-versicolor
+63,5.3071027715815955,3.0936767104792264,4.182765899608179,1.2620925066578863,Iris-versicolor
+64,4.633605971952371,3.460715477892495,1.4961070605746196,0.3175868813185543,Iris-setosa
+65,6.578685805045826,2.8629003215953,5.652446182080188,1.6987599266133842,Iris-virginica
+66,6.040255908315711,2.6773207819928135,5.929040535417236,1.6564600803909073,Iris-virginica
+67,4.07492629211804,3.010446638813547,1.4195721940785975,0.1354180169531232,Iris-setosa
+68,6.0448149030427505,2.732923680030492,4.7785503183107005,1.628770409246137,Iris-versicolor
+69,5.728720757810482,2.733922025829456,3.6536918205506765,1.1442837070335288,Iris-versicolor
+70,5.322894863857042,3.383169626945432,1.8903916705189547,0.2566478701664212,Iris-setosa
+71,5.250752158436826,3.114247428109702,1.3557527125064515,0.2746669233649108,Iris-setosa
+72,6.587134368568883,2.82408394457102,5.796314561589605,2.1407025602860053,Iris-virginica
+73,7.059606465163623,3.087780897742612,5.56234171338884,2.3998124750631322,Iris-virginica
+74,6.784131012810418,3.043819541072284,5.8603519294017055,2.389972011896476,Iris-virginica
+75,6.771327868384805,3.0285007319489887,4.666425768597217,1.9129255958217253,Iris-versicolor
+76,4.277151269437121,3.194485558373029,1.456362834469981,0.2451711995877114,Iris-setosa
+77,5.321890297203687,3.0222543799760064,1.5319476045344467,0.3641876069138389,Iris-setosa
+78,5.784077480208278,3.111855854930203,4.461405860254073,1.6273982883895914,Iris-versicolor
+79,6.290513438632017,2.8061230131947723,5.324694124613928,1.9994343924244742,Iris-virginica
+80,5.358047945764754,2.6183357765187294,3.975088894700594,1.0210487820789718,Iris-versicolor
+81,6.256439081710237,2.878999026922785,4.271399422055193,1.3239433337211768,Iris-versicolor
+82,5.417921615272973,2.6978211406879318,4.65865121999693,1.7647679536679668,Iris-virginica
+83,6.085868223392683,3.1631622080380457,5.355312944913136,2.1021404904737904,Iris-virginica
+84,6.553182935003063,2.6198235444289453,4.882914815888292,1.4940933777261713,Iris-virginica
+85,6.210697008215203,2.522159584641991,4.950246135104901,1.4375286374438314,Iris-versicolor
+86,4.376137812703952,3.1973810023436937,1.323932169874971,0.11369987735372666,Iris-setosa
+87,4.544328108350958,2.894477551844285,1.3480933231830587,0.17371156382872616,Iris-setosa
+88,7.348513402351687,2.8091846368356133,6.160798294056057,2.2719101967392823,Iris-virginica
+89,5.209053301110102,2.4873418864251935,4.134919273741423,1.2884836980046268,Iris-versicolor
+90,6.106499382427896,2.709145380708418,4.142349338792294,1.2379199756159258,Iris-versicolor
+91,4.693621265586868,3.1964961111723253,1.4159866843012947,0.2594058390021828,Iris-setosa
+92,6.948071494611749,2.9682534554908444,6.026925598796611,1.9431479423976796,Iris-virginica
+93,6.5113798189968,2.717691706192305,4.3401704581819835,1.3936995116976516,Iris-versicolor
+94,4.896095725201885,3.25031087412028,1.4987851283909766,0.20676361075292107,Iris-setosa
+95,6.330131050418559,3.234486186783926,5.4430161412175835,2.317007337221727,Iris-virginica
+96,6.036330426628459,2.583262198234528,5.144566378418162,1.8831603352816348,Iris-virginica
+97,5.807186892914163,3.1209723144204276,4.9531400594818775,1.783846099025999,Iris-versicolor
+98,6.828786395259849,2.968639562478233,5.926421884788162,1.8462266132067995,Iris-virginica
+99,6.694555547443629,3.325379024162608,5.270234275294248,2.159706276846868,Iris-virginica
+100,4.744504517661579,2.774551329974658,1.5255390464546112,0.1963023682566826,Iris-setosa
+101,5.500093816304614,2.6576454503328173,3.8708741417084447,1.0649904225292082,Iris-versicolor
+102,6.778462969791882,3.0969647599113372,5.334991737856155,1.8235772445882084,Iris-virginica
+103,5.7584771768405,2.1982267062427288,3.7715499930310723,1.0335789267341196,Iris-versicolor
+104,7.341932069805063,2.8754019437319345,6.311569437075888,2.0161678941408163,Iris-virginica
+105,4.90404009239576,3.324804512975882,1.4568466204580492,0.25333159273377387,Iris-setosa
+106,6.61086684281017,3.139250757232343,6.046698120448446,2.510044145041109,Iris-virginica
+107,6.91202411982029,2.8501888407111564,5.268276236188368,1.6397496469460315,Iris-virginica
+108,5.464337864701627,2.5845163747957454,3.840195194724534,1.2962985439867918,Iris-versicolor
+109,5.710615908529962,2.765410511098198,4.240864803565604,1.4555973755975615,Iris-versicolor
+110,4.96618000298227,2.6872060806934197,4.432530918832186,0.3225755598086115,Iris-virginica
+111,5.940683030313161,2.7652522172758154,4.007389269732058,1.3749665612485458,Iris-versicolor
+112,6.764249430343502,3.2003076802343515,5.450610658079892,2.46544294921774,Iris-virginica
+113,5.330280297817458,2.713723348355244,3.8644748727566025,1.2788269185288266,Iris-versicolor
+114,6.129252517964108,2.855567355714565,4.434083233526809,1.7409251322770602,Iris-versicolor
+115,6.55433702550912,3.1481254119186235,5.692225150012344,1.9363240335137446,Iris-virginica
+116,5.9994381955362845,2.4398938064389557,4.201744089119705,1.254655241135514,Iris-versicolor
+117,6.66582178207115,2.778941290736264,5.038165616440656,1.4251327242848397,Iris-versicolor
+118,6.847701980410304,2.8780870994705703,5.725476840270426,2.278394351783531,Iris-virginica
+119,4.748130726633352,3.277196271008793,1.4911364279991803,0.3104834813829972,Iris-setosa

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
+0,5.14930968353557,2.741283231909196,5.15360842606301,1.9957603203313665,Iris-virginica
+1,4.958581263015918,3.3863669631401128,1.6975950015786228,0.431716568575896,Iris-setosa
+2,4.596223021275093,3.099586053384665,1.340797576621364,0.10603857444958587,Iris-setosa
+3,5.557903711448814,2.9118835835792476,3.6142617240681805,1.3875077293849984,Iris-versicolor
+4,6.469879868336612,2.517845559522237,4.545340127676361,1.355851443591747,Iris-versicolor
+5,5.893570911804658,2.854037955807261,4.538708612741855,1.6266838961800527,Iris-versicolor
+6,7.1021028530872625,2.7494405327130105,5.862589471449858,2.117781028564783,Iris-virginica
+7,5.465227709298978,2.922945186198478,1.5451425706188,0.2652147014333722,Iris-setosa
+8,5.128636031817646,3.844063879742695,1.400039762501493,0.1464988627345433,Iris-setosa
+9,4.733783495479912,3.1584448606755378,1.5425000584944002,0.2237686674749417,Iris-setosa
+10,5.01369066817062,2.937956255024381,1.5530776803454525,0.28789617841979565,Iris-setosa
+11,5.211715168778404,3.4725739209837903,1.517340735358033,0.3446953561791293,Iris-setosa
+12,5.26771017808863,3.2287000958849745,1.571570863923914,0.12632637515847644,Iris-setosa
+13,6.320544470755836,2.612177264593971,4.96342711252166,1.5238658455866436,Iris-versicolor
+14,4.774172127983979,2.9146722782994012,1.5717489368341346,0.1647836736681789,Iris-setosa
+15,4.521701245345713,3.3883417689833584,1.3395540983012204,0.14986967369178267,Iris-setosa
+16,5.221460623724587,2.778178133464852,3.8978747287299957,1.454951777534118,Iris-versicolor
+17,4.684393054613465,2.6360069647735527,1.2270077832570538,0.19940058531573884,Iris-setosa
+18,5.354817458988505,3.928609897733445,1.328882192531053,0.23245898380650176,Iris-setosa
+19,5.479015493894653,2.889379425536043,4.836514521775743,1.4912850398803827,Iris-versicolor
+20,6.150375730720417,2.344924733811506,4.182205800083087,1.379230801455549,Iris-versicolor
+21,5.340019582589814,2.6079578818424585,3.541410985442428,1.2136549979986924,Iris-versicolor
+22,4.395795654012354,3.0028209699506334,1.5749129374869622,0.13694365518918938,Iris-setosa
+23,7.431125220112807,2.797776886916361,5.323524555527299,1.8508036084341306,Iris-virginica
+24,7.4602419574620065,2.431064243696961,6.220863301749066,2.0596353654403003,Iris-virginica
+25,6.56073973098049,2.6519912186523293,5.329749750881375,1.4689614376980846,Iris-virginica
+26,6.406567302045859,2.9062097992967124,5.124545460899188,1.7282038479239166,Iris-virginica
+27,4.913503961303137,3.133347670340972,1.48417812820473,0.3068581984290329,Iris-setosa
+28,5.4323001720027495,2.893719695612914,1.5971066152680726,0.2667429965655139,Iris-setosa
+29,5.882366217615944,2.6886427041727115,4.183253037459031,1.1062051270927937,Iris-versicolor
+30,5.000282921402027,3.2871285142098907,1.703596905135905,0.3282761381188204,Iris-setosa
+31,5.56348191641597,2.6056482805857173,4.454400384178674,1.3508745742738457,Iris-versicolor
+32,5.3000518889275625,3.4837382044687875,1.0638047224927212,0.15164406233222444,Iris-setosa
+33,5.568623975235862,2.7824469381028134,4.336138040059739,1.60803933285505,Iris-versicolor
+34,4.855032468843253,3.1593337033557876,1.692489878733995,0.30928779169545273,Iris-setosa
+35,6.476397415180337,3.0497443295523374,5.534410793973093,2.0642381362125066,Iris-virginica
+36,6.323615500589325,3.2108374264432165,5.146855311890207,2.3599851465282686,Iris-virginica
+37,5.827334415126544,2.7736009259194945,5.2060800577621364,1.9340753481407842,Iris-virginica
+38,4.82631598983029,2.842534144911122,1.4694309457153543,0.23883189453652617,Iris-setosa
+39,6.228533996911145,2.6483843783353187,4.164773277412924,1.5372990551490127,Iris-versicolor
+40,6.038334933557826,2.7843341798841537,4.258835225565315,1.5778999558582287,Iris-versicolor
+41,4.5556807160785375,2.887117376428129,1.3912022698293371,0.2678083103828357,Iris-setosa
+42,5.536892024818172,2.9612169854955814,1.4161453959955876,0.29778777944419493,Iris-setosa
+43,7.141192162713115,2.793784324399748,4.831905014848085,1.3831148617242783,Iris-versicolor
+44,6.769114304414029,2.9838008294991076,4.876693852919225,1.5295482203299295,Iris-versicolor
+45,6.146430219126841,3.1913034036531003,5.425609450888423,1.8284233734190312,Iris-virginica
+46,7.519132926195265,3.4145173066827996,6.4892873766894805,2.3713313616402854,Iris-virginica
+47,6.213649989404499,3.114289441740097,5.1778223860737045,1.8403588749442334,Iris-virginica
+48,4.864587781192972,3.4097588853874043,1.5101552135308147,0.24875629185629225,Iris-setosa
+49,6.46376535575995,2.926534214523795,5.034438214405394,1.2825099579428643,Iris-versicolor
+50,4.932045228311959,3.0407427240904252,1.5006929270079328,0.19606601468923007,Iris-setosa
+51,6.9119170474167175,3.1453342089803242,5.841766589761157,1.7860670208253229,Iris-virginica
+52,6.735584234719515,2.9716062343945664,5.178918293784489,2.2305479361973566,Iris-virginica
+53,6.233340920400204,2.798485950233399,5.0343648957158464,1.9248064262182663,Iris-virginica
+54,6.1151325086820965,2.600903817091666,4.580469116249503,1.474371973532393,Iris-versicolor
+55,5.142112745507098,3.4864734329881735,1.340117302656102,0.187080325900011,Iris-setosa
+56,6.619769923281639,2.8641826531452406,4.880011079858682,1.8157842216818925,Iris-virginica
+57,6.517725641946456,2.897084293488243,5.791222269265117,1.3827134527806668,Iris-virginica
+58,5.985607313092668,2.3199588775287627,3.667132610616016,1.355545550686328,Iris-versicolor
+59,5.479794398867465,2.53466103331955,3.2979256897305715,1.1815060467729244,Iris-versicolor
+60,5.339709045280689,2.5973899985809177,4.660476169725679,1.702785433741642,Iris-versicolor
+61,5.919986439409248,3.1849733769433004,4.5724365630924755,1.365423112353941,Iris-versicolor
+62,5.275018481531256,2.937943584406881,4.545403865194794,1.1237669952427503,Iris-versicolor
+63,5.927583592270921,2.9263386853991262,4.400997982592954,1.4619912158090966,Iris-versicolor
+64,5.911628397290062,2.9463738421044727,4.753375284433105,1.9476291510124546,Iris-virginica
+65,6.6810153399824275,2.507455711647732,6.043610922794384,2.109627915635535,Iris-virginica
+66,5.214435127034838,3.2167386153895023,1.4585780467887606,0.442368850371362,Iris-setosa
+67,5.801173839363522,2.9693097036623928,1.5186846698624654,0.3585675382776268,Iris-setosa
+68,5.8216900514762955,3.3063725431799327,5.099546198177101,1.8176979477507573,Iris-virginica
+69,4.960146676276902,3.0591538335094146,1.7065007601622266,0.34836720981705943,Iris-setosa
+70,6.871309886163145,2.755888119084299,4.40145202117124,1.3799686679713745,Iris-versicolor
+71,5.659343049749615,2.7286737238917165,3.9332795187186242,0.6931628559963597,Iris-versicolor
+72,4.918073440069721,2.7847174476381062,1.3874911162770864,0.10208862526697171,Iris-setosa
+73,5.497568016409565,2.469115988905146,3.9677528183047737,1.137490188315624,Iris-versicolor
+74,5.242263639975835,2.9764895464346455,1.490854690927982,0.15415282919096412,Iris-setosa
+75,6.904804199195716,2.881631935334501,5.21943689124999,1.5322088415530788,Iris-virginica
+76,6.0977964044027315,2.965627329903768,4.897513884857982,2.188660497582756,Iris-virginica
+77,6.376576809413038,3.116551105643997,4.958546685215074,1.5018656362979257,Iris-versicolor
+78,5.162195281157595,3.3972684010012273,1.5726096984286593,0.4995634013970749,Iris-setosa
+79,5.591767218627278,2.900674233793827,4.857973449906509,1.2682862931797865,Iris-versicolor
+80,5.423244832064183,3.258247389691051,1.4818131271686423,1.1561055151663313,Iris-setosa
+81,5.950790573991438,3.159483149972654,4.042276366831166,1.381232987071217,Iris-versicolor
+82,4.928973777819393,2.8597837434539626,1.5502047639332128,0.2837437870497717,Iris-setosa
+83,6.774354740973619,3.0222074924687043,4.865259698147053,2.059258992500476,Iris-virginica
+84,5.423372974894114,2.877574786929618,4.095860630133286,1.412450414732337,Iris-versicolor
+85,5.01528214359788,3.0660014062038523,1.4939752168564404,0.2847780063190382,Iris-setosa
+86,8.044299520235143,3.893618903756806,7.020253760604476,2.2518611071924246,Iris-virginica
+87,5.537160183501289,2.3123598215594674,3.743961463092069,1.1835851991997544,Iris-versicolor
+88,5.144038830742642,2.6832989506157023,1.533857019527232,1.427506956021441,Iris-setosa
+89,7.4489278212717736,2.545261472680047,6.170241490613867,2.192708547568045,Iris-virginica
+90,6.614835517774789,3.0004699487168556,5.211260147281712,2.1605516518923786,Iris-virginica
+91,5.149687340573344,2.8885910513221744,3.731887356531354,1.3498579266621158,Iris-versicolor
+92,5.392364656435482,3.3183455257979237,1.4513234874019196,0.19621140116486535,Iris-setosa
+93,5.684851286101324,2.9036930285165057,4.656303506292578,1.813562220247618,Iris-virginica
+94,6.575648192775672,2.5530359265531835,5.119570769361671,1.7592072746783902,Iris-virginica
+95,5.175526511584232,2.304644726902438,3.315623865291128,1.1344961833088996,Iris-versicolor
+96,5.757399141605859,2.7336834195839446,4.804292093228405,1.9478158879103982,Iris-virginica
+97,5.071803532237911,3.21724528625122,1.765358350176258,0.2737567847037993,Iris-setosa
+98,6.582196335427856,2.727684637589519,4.72644959482294,1.5203970658155321,Iris-versicolor
+99,7.018212279776017,2.5843383599498857,6.2280884451500516,1.7519989720566755,Iris-virginica
+100,6.6913195489313795,2.991013120253759,4.545554912277237,1.433265307914915,Iris-versicolor
+101,6.722664168009598,2.5246500820090985,5.064988635095133,1.44070959957133,Iris-versicolor
+102,6.406671224865142,2.7807123134621543,4.20686276791858,1.5861346913661547,Iris-versicolor
+103,5.208249810514075,2.572782735901771,3.809997214253336,1.3103276931708552,Iris-versicolor
+104,6.598255230459006,2.967712915380899,5.534582704213049,1.7060241624263566,Iris-virginica
+105,6.015675989889251,2.986579804128177,4.728082331601359,1.5982573653962373,Iris-virginica
+106,5.8749459203987655,2.123672345111557,3.9880021993163925,1.1500302852731443,Iris-versicolor
+107,6.2557279467856475,2.857480933132341,4.798265734407723,1.814208519903421,Iris-versicolor
+108,5.228161443928887,3.6013821278536677,1.3156434920960791,0.2742830740031967,Iris-setosa
+109,6.751147680928249,3.036643172223655,5.143951477473096,2.278130640365955,Iris-virginica
+110,6.313571039248771,2.694302495650092,4.3359927962240175,1.2928475818775773,Iris-versicolor
+111,5.817457030774449,2.47527634387847,4.107780688189913,1.3004619118109924,Iris-versicolor
+112,6.314847442807096,3.0445589853644024,4.756020788732101,1.3961731120975898,Iris-versicolor
+113,7.396827970528952,3.010230325402456,5.987383936439626,1.7105434721701216,Iris-virginica
+114,6.279172375803008,2.512781505245078,4.984541998284969,1.61495979426683,Iris-virginica
+115,6.349727451007795,2.3861095880568004,4.061795205516317,1.404551017112372,Iris-versicolor
+116,6.509917900181527,2.910604923984691,5.555397142907854,2.0448787666286306,Iris-virginica
+117,5.377011002003666,3.23759363801901,1.5542171712121895,0.3000401024111249,Iris-setosa
+118,5.57950459210346,3.225165313500757,1.5002634338899385,0.23971859390139488,Iris-setosa
+119,5.586894619448344,2.4309863402337926,3.586455163484646,0.9013441173607248,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
+0,5.736374231535419,3.1483707105446515,4.701128319124553,1.5372486790879494,Iris-versicolor
+1,6.673359502261,3.2203440002731885,5.164391244435892,1.9933889589351006,Iris-virginica
+2,7.100597414127316,3.0114203190240594,5.237436804552766,2.1298526348078766,Iris-virginica
+3,6.5429613481479825,2.9162842859486577,5.2184833707174505,1.4347293288525291,Iris-versicolor
+4,6.0791277925184755,2.737805957486916,4.971234795238148,1.7787057233547419,Iris-virginica
+5,6.7777589898369515,2.9981118782208696,4.463760677563679,1.5374402016450974,Iris-versicolor
+6,5.293492810642232,2.5106529698899704,4.114389286598966,1.3300841048427352,Iris-versicolor
+7,5.457129364659984,2.7607124350850567,1.597296217025941,0.3066723005789642,Iris-setosa
+8,6.185176167790549,2.525996809295617,5.137707491351812,1.4427140409381363,Iris-virginica
+9,7.031157154449855,2.9505939810657678,5.0022180599725035,1.6765931979670734,Iris-virginica
+10,5.394926884995611,2.5241066426709002,4.370359528118596,1.3745052529338158,Iris-versicolor
+11,6.033830106285361,2.5254175172477393,4.139804218046475,1.1675642243023538,Iris-versicolor
+12,5.132483115512594,3.0692969689816225,1.4631181202962424,0.15205227611432068,Iris-setosa
+13,4.360939011890086,3.3189965496736513,1.2828404196291625,0.17746978416941528,Iris-setosa
+14,4.302063216383836,2.945193100124288,1.2473403493784025,0.14880168863759918,Iris-setosa
+15,7.138962562269962,3.4934235357144345,5.792018731636492,2.3000011590912366,Iris-virginica
+16,7.698523940177486,3.743967885910582,5.986916828193391,2.049555603984818,Iris-virginica
+17,5.297126901494348,2.7446319119310916,1.3906359795516035,0.20386577920680476,Iris-setosa
+18,5.557742325888245,2.7304732627596087,4.501685815355335,1.3802405808940972,Iris-versicolor
+19,5.228798973633111,4.098457218745487,1.1909970503109646,0.19903554191715106,Iris-setosa
+20,7.005308389419654,3.1837876053707315,4.8787973223361325,1.5332083911502614,Iris-versicolor
+21,7.747152963844748,2.8949228083211778,6.311722264848429,2.1709300944262346,Iris-virginica
+22,7.069852673266864,2.4220172254709214,4.980985655990175,1.7760337573170795,Iris-virginica
+23,6.956900032255772,3.209103181949368,5.648461115891682,2.095139277233424,Iris-virginica
+24,6.383519976163861,3.0731143944654273,4.7345475176588625,1.6375945166326955,Iris-versicolor
+25,7.015014425518312,2.6938308134561866,6.085372401506637,1.9246441343747849,Iris-virginica
+26,5.110253591622741,3.642804897549212,1.6930987088229597,0.40833563797069833,Iris-setosa
+27,4.666659670746147,3.232527070415573,1.497202935744463,0.33223225241584753,Iris-setosa
+28,6.289519807495206,2.9125178384959245,4.623836599421942,1.7434479266036251,Iris-versicolor
+29,5.264211139230535,3.4610448802392413,1.5532252989055126,0.28494720075259805,Iris-setosa
+30,4.55619863675773,2.5390629716234576,1.528869326916396,0.16627411223058586,Iris-setosa
+31,5.798264691741168,2.866419595130922,4.437434677387318,1.336163724097742,Iris-versicolor
+32,5.183030116483497,3.480080234641091,1.339434792067032,0.3561577692054581,Iris-setosa
+33,6.768484728930219,2.8440736484826776,4.827428151474467,1.5066148425307329,Iris-versicolor
+34,5.907499326565248,2.6241064645245604,4.935248370423332,1.4294939940187004,Iris-versicolor
+35,5.9663894785212515,2.757613658582901,4.509688200865971,1.5014583919995694,Iris-versicolor
+36,4.531937996607391,3.053379422884744,1.4261369387112386,0.23695169686145626,Iris-setosa
+37,5.735656184795734,2.981282647281981,4.672791726944924,1.6961661564717812,Iris-versicolor
+38,6.3612105718934355,2.788303641332411,5.228291283514159,1.9808230158160711,Iris-virginica
+39,5.019476885576022,3.8416792235021457,1.527142884118345,0.23544127094996503,Iris-setosa
+40,7.0593140881761105,3.1775914602167386,5.829616106437532,2.261605688870568,Iris-virginica
+41,6.777159838876122,2.450743902884119,5.4147579166550805,2.0135321066053162,Iris-virginica
+42,6.605289672670779,2.8574349815126725,4.251970589982724,1.395727057049219,Iris-versicolor
+43,4.965655209341554,2.7694371653343386,1.679398230416128,0.2958227521558982,Iris-setosa
+44,5.207495583812846,3.3104932035622388,1.3829813318113167,0.3251289897079002,Iris-setosa
+45,6.0728638354420905,3.2465954136339628,4.8440495986605825,1.8533152326330047,Iris-virginica
+46,5.58027354390575,2.890021612041388,3.8248103513094547,1.568549716180105,Iris-versicolor
+47,7.495483688383926,2.8571602080401646,4.685970765259974,1.4918874187407405,Iris-versicolor
+48,5.735591916087297,2.5809453045080377,4.341734165249907,1.5255969623654027,Iris-versicolor
+49,6.2374652325388835,2.9155492742900853,4.674776235877758,1.739799641258364,Iris-virginica
+50,6.7065920277968605,2.749160683021788,5.631387972228198,2.5826086494021134,Iris-virginica
+51,6.990883278068666,3.0740781335923213,5.423632693247968,1.7268165174770576,Iris-virginica
+52,6.574455269159232,2.9224893910808487,5.735432008878732,2.2041256882498215,Iris-virginica
+53,5.778975069007857,2.9300102157502903,4.118814371201319,1.2402563297626197,Iris-versicolor
+54,6.584463556138063,2.8431185245458788,5.343455558612629,1.7815914147569776,Iris-virginica
+55,4.5623883267526315,2.698665072954043,1.427039434762341,0.2628799035730921,Iris-setosa
+56,4.988589995670073,2.477266033224104,3.2008117261523337,1.0982080681872275,Iris-versicolor
+57,5.425516837866929,2.6915048630042637,4.186533387721093,1.2433560305488838,Iris-versicolor
+58,6.2664956432025924,2.4779686538566175,4.521159235329398,1.219790432651267,Iris-versicolor
+59,6.846793356088757,2.758075814251796,4.3034351711833585,1.2098622949189577,Iris-versicolor
+60,4.97044404035083,3.0828214973502983,1.6082475324070968,0.26493190964521174,Iris-setosa
+61,6.742261902799792,2.9567771621393546,5.659831598109594,1.7210568307056322,Iris-virginica
+62,6.579436257217879,3.0529207712795885,5.004058077671627,1.8220182252830304,Iris-versicolor
+63,7.002891297036454,2.957378747130493,4.7884719029028675,1.2905875868462184,Iris-versicolor
+64,6.278289592482828,2.559504377179596,4.819867851025882,1.445403243394916,Iris-versicolor
+65,5.273550847337434,3.421346467727316,1.648563910855596,0.36060327445342527,Iris-setosa
+66,5.558850271151547,2.9170276216745714,4.816730953571473,1.507601083791461,Iris-versicolor
+67,6.472656707458637,3.338832576917577,5.506125027689289,2.1906873550058226,Iris-virginica
+68,5.590373144442492,2.6780259794396266,5.450246813603872,1.6060498940314945,Iris-virginica
+69,6.238238423697202,2.887480628751732,4.9549877468666645,1.6184352701041036,Iris-virginica
+70,6.455274238046397,3.007106814268637,5.50384127831624,2.275149814360763,Iris-virginica
+71,5.29465804271723,2.5599903806021085,1.3267816955027492,0.18074207436911657,Iris-setosa
+72,5.954138643661288,2.6219248979858722,4.763816049824117,1.6210472921628332,Iris-virginica
+73,5.959502941678817,2.64287466916975,4.584384529318076,1.5771022215686439,Iris-versicolor
+74,7.5655868318525545,2.775108608382471,5.268008450647259,1.6983414581498804,Iris-versicolor
+75,4.947530697507052,2.3275190176732634,3.290460817024389,1.0561393750929053,Iris-versicolor
+76,5.684065065348036,2.74409689337796,4.963202340796858,1.7791043573376295,Iris-virginica
+77,5.280444951693477,3.00349981131107,1.3628095430189078,1.361433477432855,Iris-setosa
+78,5.328550884770692,3.0253689291863526,1.5782379996953932,0.44369918248187923,Iris-setosa
+79,6.465410477929026,2.6939448257345644,4.956078732339191,1.91470364191458,Iris-virginica
+80,6.062099740780194,2.8523469255253255,4.966127265306592,1.7536734850427633,Iris-virginica
+81,6.644479159437882,2.8501262238747245,5.551777582372493,1.9249426325735532,Iris-virginica
+82,6.9403183088771625,3.1338737742757936,4.695618282001443,1.4024551004627612,Iris-versicolor
+83,6.035005895582783,2.819114324891301,5.365154683884942,2.0305565533889585,Iris-virginica
+84,5.73517623520878,2.881928508616236,4.349804169994945,1.2720429278494993,Iris-versicolor
+85,5.25120053987422,2.6828565627717764,1.5201839035669318,0.34525008218927333,Iris-setosa
+86,6.516788692279438,2.7641153555109996,5.570716752783064,2.018534091904728,Iris-virginica
+87,6.006636741603893,2.9968945886545018,4.729201190832662,1.6002184866610918,Iris-versicolor
+88,5.9007950132725115,3.1959965452009635,4.408552246063677,1.5007533242732223,Iris-versicolor
+89,5.058518376077358,3.3446508160291457,1.496943887089514,0.21199484516207212,Iris-setosa
+90,4.966415729360578,3.4092778768692082,1.5750889332617002,0.25247843303567413,Iris-setosa
+91,6.7851163090116176,3.475261048744799,5.50610172235282,2.3773828890935294,Iris-virginica
+92,4.948240989636618,3.414725086097147,1.617998967466581,0.3587041037988693,Iris-setosa
+93,6.503925449571783,2.8255519205516753,5.124054060197106,1.8870098712037755,Iris-virginica
+94,6.827430878813448,2.3439672130183027,5.782455587407353,1.626721051792828,Iris-virginica
+95,4.949786278406051,2.9022343086708124,1.624154698108169,0.4605146202610788,Iris-setosa
+96,4.814832247055771,2.689189747550672,1.4783789243997103,0.23334017393766315,Iris-setosa
+97,5.419588443596099,3.0295819388395064,1.5215640947844342,0.2778285453673338,Iris-setosa
+98,6.3370301806117775,3.0943068474437427,5.594795337111519,2.1058088930030845,Iris-virginica
+99,5.1952851010893175,3.1914767576439234,1.6114136899234686,0.5308124428061625,Iris-setosa
+100,6.422027652144364,2.7769457783695843,4.354825906904264,1.0652144637746614,Iris-versicolor
+101,5.927162219474155,2.5148770089831345,4.57889977244019,1.2550882524535096,Iris-versicolor
+102,5.618002938550093,3.1429900864567264,1.6473768793731474,0.41657602148514333,Iris-setosa
+103,5.959503847304838,2.7973711405300254,4.909003132928339,1.5017364066779522,Iris-versicolor
+104,5.948296457598036,3.060339434181663,4.513769600193302,1.2770747808323744,Iris-versicolor
+105,6.5332467772668155,2.9624972832606193,5.710111984413734,1.7342533411457954,Iris-virginica
+106,4.466047459414407,2.8730061352043967,1.4200261331518425,0.24957666548783644,Iris-setosa
+107,5.883004495346715,2.8982448839792108,5.08272483215632,1.8928036024503472,Iris-virginica
+108,6.773102780647743,2.8007006575423947,5.383930054634768,1.8966481503491097,Iris-virginica
+109,6.061448936168051,2.650061034780342,4.612329093351585,1.399789163391375,Iris-versicolor
+110,4.6950513381151975,2.696809577862544,1.344453642853183,0.21079499884044922,Iris-setosa
+111,5.882196552913857,2.8038338794009796,4.213440615941746,1.4815131055171027,Iris-versicolor
+112,6.715794795645933,3.2497430505787395,5.732070794562501,2.240088927734476,Iris-virginica
+113,7.429737659551211,3.0647848128290445,5.000006499495451,1.4880385651560697,Iris-versicolor
+114,5.709090051210858,2.960454460324892,4.428879561768641,1.3246691632654293,Iris-versicolor
+115,5.474271823703405,3.3694363924247717,4.032997292468256,1.378699073633547,Iris-versicolor
+116,5.796695627818955,2.96001336205754,5.0302288560559045,1.5505618598664577,Iris-versicolor
+117,5.627339428317822,2.978238586408894,4.115242052125876,1.3678219073433657,Iris-versicolor
+118,6.080604436828244,2.8188165119873823,4.450279444873969,1.5856324071112975,Iris-versicolor
+119,5.444657570470852,2.6358944376522553,4.722888112311621,1.6918899744742808,Iris-versicolor

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
+0,6.508390682634748,2.94345337114333,5.3647151356478195,1.6828666374301857,Iris-virginica
+1,6.961160141154723,3.180578751975192,5.434729965578101,2.1463650621559753,Iris-virginica
+2,7.2517766544025175,3.1210143462237108,4.710706854157444,1.6382847989416205,Iris-versicolor
+3,5.20097065959707,3.5453139148708046,1.5580897497573936,0.2704172745846769,Iris-setosa
+4,6.3643622828977975,2.547416335847379,4.81883295442106,1.350170220231996,Iris-versicolor
+5,6.567656834369478,2.735879370833025,5.0469980511127925,1.8088480501288446,Iris-virginica
+6,5.24103594347301,2.7736941820321466,4.155802578296818,1.3939312411357747,Iris-versicolor
+7,5.670075959250342,2.7016210729219905,4.541546647693016,1.3500403586012055,Iris-versicolor
+8,6.545763420936021,3.3179921771262135,5.091842822850658,2.1569478692901005,Iris-virginica
+9,6.591839686280694,2.8151834835888847,5.457470609034251,2.2031362861802526,Iris-virginica
+10,5.983876551773636,2.738388600007196,4.52812831279031,1.5045749429431046,Iris-versicolor
+11,5.757527730458483,2.5165318426147203,4.417790170008466,1.3130581888673392,Iris-versicolor
+12,4.70026672415194,2.9728485760793086,1.339219906448768,0.24972525688867683,Iris-setosa
+13,4.601801207691874,3.151597889824667,1.396350609053841,0.16434188718703907,Iris-setosa
+14,5.313034797901957,2.7437040073511825,4.001075776005215,1.5548694304291406,Iris-versicolor
+15,6.976651419801676,3.0867571490752805,6.043418517268733,2.400210291519466,Iris-virginica
+16,6.616394971998262,2.755316972915734,4.855887187570393,1.4828016087025977,Iris-virginica
+17,5.459109397372357,2.9215407384058643,1.6593655586984055,0.12335200620717388,Iris-setosa
+18,5.453281246279232,3.170178045843851,1.4722089171330583,0.28959235982489817,Iris-setosa
+19,6.784838091900849,2.8244602480259404,5.768172948518446,1.9111046773650184,Iris-virginica
+20,4.923639737470514,3.2235799347910614,1.4942927879705166,0.3849424442553543,Iris-setosa
+21,6.467910072459941,3.006706425496912,4.893493156210108,1.4587007149255131,Iris-versicolor
+22,6.3406716764469575,2.6735484956890736,4.783125487958331,1.4714543987427244,Iris-versicolor
+23,6.469115286990586,2.7281294639017424,4.073368948437351,1.4486867191275155,Iris-versicolor
+24,6.922652842895153,2.4773103165859727,5.853584372616014,1.9273683828056576,Iris-virginica
+25,5.260748940657301,2.5494057001063286,4.060810003836805,1.4173153175332065,Iris-versicolor
+26,5.509987379077534,3.002251034917975,4.590739712911244,1.4533808449133458,Iris-versicolor
+27,4.793200174070621,3.087231998813642,1.5635599103738502,0.27131495815334156,Iris-setosa
+28,5.139888551836223,3.743100142745603,1.481956772146789,0.35991608039799156,Iris-setosa
+29,6.267513693907343,2.993000117057514,5.209451648179301,1.4437190784566285,Iris-virginica
+30,4.861974729036597,3.597992509010746,1.7169077697147472,0.31955790940607065,Iris-setosa
+31,6.733473263493405,2.7009443767839145,4.958385424551352,1.8270945262897076,Iris-virginica
+32,6.222350481594121,2.758791265848285,5.3392631321207285,1.6676053620783549,Iris-virginica
+33,6.509673190439033,2.795728314516754,5.157228143452874,1.5608051471415472,Iris-versicolor
+34,6.638363940815328,2.939692888597965,4.8972231370821255,2.253642313151223,Iris-virginica
+35,5.665834171013962,3.1585837620391914,4.166427158309286,1.260601898361975,Iris-versicolor
+36,5.113690647843608,2.92816028576241,1.5070363599080145,0.11712849225914154,Iris-setosa
+37,5.963462086046562,2.5482737225697116,4.270262260705748,1.4333924159532732,Iris-versicolor
+38,4.5924027690191025,3.15104971532756,1.7133432116082075,0.31365811939109106,Iris-setosa
+39,6.383749400055113,2.908524413516738,5.1016121636881335,1.640535838104111,Iris-virginica
+40,6.474207551484121,3.055143286938913,4.897850543756174,1.7948181197006288,Iris-virginica
+41,4.562393319797501,2.635670774206598,1.4295176009507349,0.24832728972598542,Iris-setosa
+42,4.54870619526955,2.689072706337095,1.3503633590560686,0.24120406389418253,Iris-setosa
+43,6.855053963339902,2.731427917897249,5.717286757598314,1.9550764214855039,Iris-virginica
+44,4.424380716305352,3.086775801494259,0.8014377010964384,0.10851383750091309,Iris-setosa
+45,7.036759075313972,3.089542639189797,5.337973423363307,1.8675208269097587,Iris-virginica
+46,6.139693286024765,2.745113448683107,5.614692079036774,1.6363162407111316,Iris-virginica
+47,5.095466127325633,2.0493086128154925,3.060388172631203,0.9277132184931806,Iris-versicolor
+48,6.152684737671693,2.80896941047248,5.129825072143008,1.8160628357356234,Iris-virginica
+49,5.152749962852354,2.3223344141262006,3.573977015097169,1.201984761676137,Iris-versicolor
+50,5.0930443871864,2.4558232599856664,4.0231455284227895,1.3898424695649567,Iris-versicolor
+51,5.455932349650967,2.703995334221473,3.6539420493118353,1.088066981289487,Iris-versicolor
+52,5.236552045227844,3.5877066183123048,1.5941314278686636,0.2792616179722473,Iris-setosa
+53,6.814464737224791,3.1184214507885404,5.589624966507261,2.1558384260900345,Iris-virginica
+54,5.5636549003747335,2.848756587576715,3.884539062234987,1.1750024162503738,Iris-versicolor
+55,5.103874392320382,3.19632342849547,1.6547589319429001,0.40497423466906435,Iris-setosa
+56,5.469293215817551,3.116231438857048,4.534354811999552,1.416266226829736,Iris-setosa
+57,6.554786893298014,2.892041448176932,5.155870849358177,2.2180406786477147,Iris-virginica
+58,4.945548947656625,3.0122615428881274,1.573234807589838,0.27957322572544263,Iris-setosa
+59,6.4690177208489965,3.137618703307241,5.494976109406849,2.0832113347585017,Iris-virginica
+60,6.581666014814252,3.0904903877949375,5.496843022894234,2.1633489960060963,Iris-virginica
+61,4.464614012305158,2.8523766628518947,1.6166152662856506,0.2561286522946449,Iris-setosa
+62,5.769041927643763,2.468055870698997,4.38824364347558,1.2531158433779914,Iris-versicolor
+63,4.667074860469922,2.7950432249168453,1.5150309208172865,0.29657793650070485,Iris-setosa
+64,6.506286753582687,2.6784101044892337,4.55060073698192,1.2103563771216739,Iris-versicolor
+65,6.336920708426495,2.775889110531168,4.438787772264275,1.3637169427987956,Iris-versicolor
+66,4.9661653089342135,3.1852953169376637,1.5437678861916027,0.221573642963853,Iris-setosa
+67,6.008485265207287,2.7297484376884067,5.000992054836854,1.8277779844324678,Iris-virginica
+68,6.755074276842961,2.9295526325398304,4.364037718332148,1.3349051051043281,Iris-versicolor
+69,7.2535699317816045,3.117935135307033,6.063860717355434,2.3197091279715973,Iris-virginica
+70,4.3075440066352755,3.257189373935493,1.2610446096355459,0.16497036503223098,Iris-setosa
+71,5.490545426315964,2.81078710624413,4.381461353303312,1.2846551615359498,Iris-versicolor
+72,4.801432276240474,3.003859572919027,1.4514835187725221,0.2272698690564049,Iris-setosa
+73,6.590842779999276,2.982461482003409,4.983691544603931,1.3991867545153456,Iris-versicolor
+74,6.3418848560545555,2.726125029265285,5.41935656812363,2.024148743727498,Iris-virginica
+75,5.364636652241951,3.614715801852787,1.3298717630723975,0.3792006947252425,Iris-setosa
+76,6.239266935002161,2.859199648237688,5.1701901274927655,1.8793927846584437,Iris-virginica
+77,4.8799437881888075,3.2661607568538744,1.4683142743598885,0.10762094714805026,Iris-setosa
+78,6.740455502600129,2.8479268378281537,5.6790206067704,2.011127903551282,Iris-virginica
+79,4.328370567038867,3.1403341555448905,1.3246781950269715,0.1593177275790415,Iris-setosa
+80,5.970516056055041,2.880741471253303,4.623368539243202,1.1762514638582002,Iris-versicolor
+81,4.564693031059139,2.6900910692576456,1.4560592440276579,0.28450840545635925,Iris-setosa
+82,7.2076796367652305,2.853578426335073,5.2964961560888275,1.6003991466005574,Iris-versicolor
+83,8.076577204456118,2.6274907868371526,6.038326017454077,1.6048674747226863,Iris-virginica
+84,4.60456478222132,2.9146010112764924,1.4126769313118555,0.18136957188269615,Iris-setosa
+85,4.8678289755553426,2.835229756278385,2.886900824298967,0.7548144751987648,Iris-versicolor
+86,6.3744639710844195,2.8908575107842025,5.5796313347271616,1.6918124283618947,Iris-virginica
+87,7.073779499091003,2.6135779079130406,5.815924442747228,1.883695940077644,Iris-virginica
+88,4.574653785701778,2.914997859140187,1.3331083998673976,0.1326701614323823,Iris-setosa
+89,6.089688879426444,2.7482716304052643,4.9487991937920786,1.4577228088969583,Iris-virginica
+90,6.994465083979633,2.6908557644264457,5.583313828107907,1.7805674758302348,Iris-virginica
+91,4.72967969223718,2.881746030502433,1.274309810950489,0.2823474507588437,Iris-setosa
+92,6.427518357167843,2.527109993941539,4.8806344458113085,1.7245227114453028,Iris-virginica
+93,5.450341616254243,2.7137381845411315,3.821603830135958,1.0984266081511858,Iris-versicolor
+94,4.997516979347789,3.1953025760106932,1.6052637144067463,0.21519271690018865,Iris-setosa
+95,5.954382864074617,2.9335958248464484,4.4517801078651145,1.6153578645258901,Iris-versicolor
+96,6.617842927536457,3.083668094333816,5.53713357320504,2.1908907264785853,Iris-virginica
+97,5.357484918580629,3.621091977044861,1.5345837811043568,0.2354624298360875,Iris-setosa
+98,6.090320729941139,2.798049538143612,5.492577201493252,1.9435968537727573,Iris-virginica
+99,5.803299262836713,2.8272671481718854,4.257921375317494,1.6296957069734181,Iris-versicolor
+100,5.813156817252919,2.681628669236804,5.070295109367031,1.808875566704055,Iris-virginica
+101,6.41808768289945,3.1675796501800932,5.337541731524793,2.3301304812688675,Iris-virginica
+102,4.880308756183288,3.270642962291002,1.5340426275848464,0.39384879911794435,Iris-setosa
+103,6.008457451699251,2.5129260804592404,5.0249650982925536,1.9191268215505422,Iris-virginica
+104,6.759877128308736,2.8776973958763703,5.429711002875116,2.1359964190244205,Iris-virginica
+105,6.1165313946578985,2.8129586667382633,4.793657125124395,1.4314125010625065,Iris-versicolor
+106,5.975976175652697,3.0969882989977737,5.142002701751427,1.9488686020753843,Iris-virginica
+107,5.473147184168033,2.526094573903025,4.244737929306186,0.9884964185890155,Iris-versicolor
+108,4.890331275381765,2.6023078996270734,3.5132372943988877,1.3293412062827177,Iris-versicolor
+109,6.2290176778205,3.4539879417905732,5.455974934134451,2.16732369350174,Iris-virginica
+110,6.4174509404322455,3.0053999062968826,5.019208906038056,1.9391428689147896,Iris-virginica
+111,5.409149465975501,2.8992014368196264,4.213222781694234,1.3678065295714235,Iris-versicolor
+112,5.891904432947054,2.6965435894785608,4.233180599636087,1.3509768551951549,Iris-versicolor
+113,6.076273988377532,2.431102354727929,4.0705259658251105,1.1286310967168576,Iris-versicolor
+114,4.846897965845752,2.7005479184776764,1.332524092694039,0.3473821077434563,Iris-setosa
+115,4.595248438840054,2.9401217743131025,1.8250385190982052,0.3313157339728998,Iris-setosa
+116,7.760352223908572,3.0909174239681625,6.910887137335946,2.258452533895304,Iris-virginica
+117,5.548605126284557,3.188272665883823,1.6610094440584122,0.30158326177958616,Iris-setosa
+118,6.277625989089809,2.9110310968843587,5.170583075528492,2.113419311488637,Iris-virginica
+119,4.878904816436733,3.2968864406680036,1.3271650759887357,0.3077449285309216,Iris-setosa

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
+0,6.1772757842188115,2.935508473796052,4.968359382558865,2.1597521339892034,Iris-virginica
+1,6.542785548146601,2.6401054045745393,5.066745607589264,1.6356966068773604,Iris-virginica
+2,5.815111203028604,2.8903972302815104,4.821188376369719,1.7258196203644487,Iris-virginica
+3,5.438356075284594,3.109641509887369,1.3697641257268582,0.32820941869932085,Iris-setosa
+4,6.094494153605933,2.666994958916855,5.468885737973047,1.963933422141736,Iris-virginica
+5,4.880223512636994,2.6600631052906007,4.828755913640768,0.24356315612667698,Iris-virginica
+6,6.253106878283793,3.040376075473861,5.069280156612946,1.5310710943986379,Iris-virginica
+7,6.598015573996324,3.1704825759594097,5.713435298774674,2.3919832583435983,Iris-virginica
+8,6.447045047703051,3.1003892229012178,5.019454801542261,2.16487343276184,Iris-virginica
+9,7.395612764288723,3.4578333546268425,5.695996105434007,2.3018142625277447,Iris-virginica
+10,4.91184196000182,2.7210658038157245,1.3769367870495415,0.18812571531535482,Iris-setosa
+11,7.168151333810977,3.0063772275731364,5.437466376758372,1.508206505464825,Iris-versicolor
+12,6.345440767451125,2.7935707757400725,5.4019165587897575,1.918231707045948,Iris-virginica
+13,6.812596001865016,2.7905016472215047,4.8980002210815226,1.250792975687187,Iris-versicolor
+14,6.5132714731508035,2.8384329090045917,5.52071342481907,2.047882631235991,Iris-virginica
+15,6.93350801192535,2.9569424508031905,5.456293340274978,1.9744781929421404,Iris-virginica
+16,6.235163389434696,3.1669428883843582,4.588931558947022,1.524929992926159,Iris-versicolor
+17,7.046494997082077,3.0174140062985635,5.6297606024688935,1.6876862433475204,Iris-virginica
+18,5.337320683814424,2.9984175527046624,4.58773598975002,1.5045659008048422,Iris-versicolor
+19,5.797937556121215,3.346725382533887,4.808903330279944,2.076805657952573,Iris-virginica
+20,6.271027054265743,2.958888339290476,4.600955675984587,1.2972674848203452,Iris-versicolor
+21,5.462222003797267,3.582178887984677,1.4385533302312714,0.6933703899338692,Iris-setosa
+22,5.871770946898955,2.744217737496565,4.899304459535484,1.3641924775753407,Iris-versicolor
+23,6.677733711595926,2.461012647874038,5.622669249210548,1.4472266277935923,Iris-virginica
+24,5.950080557908017,2.3646918143854396,5.059361950947263,1.6402054526093741,Iris-versicolor
+25,4.631205910486887,2.7945147373546826,1.4161904458353298,0.2681851468347059,Iris-setosa
+26,4.947577160228997,3.043062563889235,1.4137864136318563,0.446895306925709,Iris-setosa
+27,6.600583766351492,3.1415467283091165,5.139316902046202,1.6278365202134981,Iris-versicolor
+28,5.830217394966572,2.9064537691940897,4.562659778998937,1.6345355917896038,Iris-versicolor
+29,7.0118766998560655,3.6650138321552816,5.201108995518593,2.3247213637533077,Iris-virginica
+30,7.143119012605194,3.221132062731632,6.401758450821856,2.175225650345763,Iris-virginica
+31,4.917918662444846,3.292715872634047,1.4858398263054848,0.24093922739122575,Iris-setosa
+32,6.360617147038749,3.2982992312520727,5.363819446065384,2.366498250937592,Iris-virginica
+33,6.267824704344081,2.5864572860015373,5.153805855238314,1.7570615859610506,Iris-virginica
+34,6.498429959775608,3.445279373802032,5.420454849724084,2.1875031828944906,Iris-virginica
+35,6.238307898407293,2.5890875911142666,4.45014360518285,1.5086160665506643,Iris-versicolor
+36,6.16857588054517,3.0547443213577816,4.272209886583904,1.3795711471434697,Iris-versicolor
+37,5.1943093358100265,3.0649485667178924,1.5258866797827424,0.2751355127467398,Iris-setosa
+38,5.837624533542705,2.7163350987768173,5.123337663127078,2.0014968312739274,Iris-virginica
+39,6.217088111258414,3.1078954351842603,5.135495405165485,2.112006316596234,Iris-virginica
+40,5.012452677309065,3.4169693439149222,1.5167558905841134,0.3906089108020968,Iris-setosa
+41,5.228300090248506,3.2915083331130144,1.3227632155229159,0.28943256666162076,Iris-setosa
+42,6.872096358158701,2.8838134675080225,4.98992621854409,2.0242874449183166,Iris-virginica
+43,6.797716061868646,2.8732002313226133,5.1443005339760575,1.821809087223748,Iris-virginica
+44,5.620186254591598,2.7270041659822932,4.63971786099025,1.7170390077889295,Iris-versicolor
+45,4.709900331957289,2.8059679749664057,1.4958785224818294,0.35763930149094464,Iris-setosa
+46,4.613285265841599,2.9391978397367766,1.3874155408841404,0.2534686430040516,Iris-setosa
+47,4.559162759872137,2.8791555562535223,1.4268715858845071,0.17562723595927282,Iris-setosa
+48,6.369090316522053,2.7496789175159755,5.109736337035057,1.4851812498190347,Iris-versicolor
+49,6.159255534088894,2.758965077678897,4.406232772230784,1.5636376324307537,Iris-versicolor
+50,6.185540831723329,2.7702410195615546,4.632580787066111,1.642942558086505,Iris-versicolor
+51,4.992432097504842,3.6282609268020223,1.8795539148907412,0.2995353067907072,Iris-setosa
+52,4.574789188637121,2.913904364581548,1.4753190217324155,0.22129399995040042,Iris-setosa
+53,6.220646158345505,3.1924031330880593,4.963466825565848,2.0309499213151794,Iris-virginica
+54,6.279134110617088,2.1741377646880706,5.873331959859189,1.7100216983426757,Iris-virginica
+55,4.739703680626556,3.2930917976968437,1.3522090555035515,0.23186734768487097,Iris-setosa
+56,5.253858873907519,3.4184829548666906,1.3704516635908446,0.26316532637794987,Iris-setosa
+57,4.903143213752928,3.3793900795373766,1.5427840014321055,0.20310752769712637,Iris-setosa
+58,4.686076427901465,2.8931168348645384,1.5645494635182036,0.18449218130466438,Iris-setosa
+59,6.270496696645143,2.870727060006261,5.031782440673285,2.038573213375251,Iris-virginica
+60,5.301252850258205,2.9044486067927844,4.276910967914397,0.8293764825594833,Iris-versicolor
+61,4.891510119390624,2.805905048405387,1.2104224615789558,0.15002082448455079,Iris-setosa
+62,6.4124063446587884,2.7955172014943916,5.299860764065768,2.042655039317927,Iris-virginica
+63,6.127785424457499,2.7094702153765335,4.5188552664987744,1.2328742995402033,Iris-versicolor
+64,6.7747395907705785,3.197458566863851,5.1068928286892055,1.8502156137941341,Iris-virginica
+65,7.713856934893661,2.451229839163846,6.842299198588556,2.107905462257871,Iris-virginica
+66,5.081830547214632,3.4693120549559975,1.5102960733306496,0.3298752092123086,Iris-setosa
+67,5.472764805824001,2.3575703030310327,2.53597883445658,0.8700413733045866,Iris-versicolor
+68,6.634188816791176,2.8405726165759697,5.213504064724489,2.0286574732293445,Iris-virginica
+69,6.569701895636559,3.6789518783347304,5.953986786923551,2.639267702282358,Iris-virginica
+70,5.660910152282458,2.1690962354120136,4.33002102717513,1.2338177004878064,Iris-versicolor
+71,7.412733806580437,2.570802818967068,6.0609953666423495,2.040908366567554,Iris-virginica
+72,6.71847248736994,3.083816910493742,5.880381477250165,2.2809413078451692,Iris-virginica
+73,5.257112106196669,2.593688294315416,4.147511347012189,1.3406415805878857,Iris-versicolor
+74,6.4461617252190235,2.899346035211391,5.566634390862249,2.1811106980552406,Iris-virginica
+75,6.6304153607490575,3.314532431971803,5.6172159797489165,2.3276914553818098,Iris-virginica
+76,6.204783437462454,2.581809912141573,4.851384861162679,1.7428235048797305,Iris-virginica
+77,6.531054914183847,3.209063180908497,5.696860010328945,2.0422604309864605,Iris-virginica
+78,6.7699646463770025,2.763196927741296,4.9843899344412685,1.3541615929836939,Iris-versicolor
+79,5.688519338076905,2.7910552435518565,4.701786441162346,1.654749290809898,Iris-versicolor
+80,4.962367997661422,2.7727961504285252,3.125524551280044,1.0125165251450527,Iris-versicolor
+81,5.828739335956925,2.953311534941048,4.693930742632878,0.3357373059639678,Iris-virginica
+82,4.616358367002288,3.533199482453863,1.4562876584344995,0.22125440462933918,Iris-setosa
+83,6.248225314765324,2.9786388343524637,5.358463527959477,2.1978744628978886,Iris-virginica
+84,5.58050179162831,2.9131163682721946,4.375712404935258,1.54736320517735,Iris-versicolor
+85,5.433775007006202,2.883743091701243,4.596187241186576,1.5420250385055347,Iris-versicolor
+86,6.009456220483651,2.684336998340652,4.469898791970637,1.4681918706433652,Iris-versicolor
+87,6.358075317076119,2.8560868335546497,4.630210925404234,1.4284843540691947,Iris-versicolor
+88,5.640050807451473,3.012074290399263,4.196849543791633,1.2753318367401811,Iris-versicolor
+89,4.458028709160082,3.0463988105981743,1.4120447202968467,0.12437939480919105,Iris-setosa
+90,5.997367357486474,2.749685460705015,4.157488685634671,1.1598836846530725,Iris-versicolor
+91,4.584284084243591,3.4380075395165353,1.5820613605895055,0.2035123021472627,Iris-setosa
+92,6.197358971488848,2.902258080282109,5.2135130763910045,1.4643099709088276,Iris-virginica
+93,4.355073177017935,2.824372943081432,1.331917043492969,0.14265246269801019,Iris-setosa
+94,5.741935534521651,2.2098608507123467,4.438302412391665,1.5716376035344801,Iris-versicolor
+95,5.787556826346318,2.438938216435168,5.54431918834943,1.9960132596865283,Iris-virginica
+96,6.140407033620879,2.979441665462413,4.6367172911555405,1.6047254132634665,Iris-versicolor
+97,6.468229415865572,2.7773868498492496,5.196568907500755,2.16355490269307,Iris-virginica
+98,6.50933790393498,2.2517084587397,4.702314160605101,1.5102385774502318,Iris-versicolor
+99,4.452740047818941,3.03720291402953,1.5242971543153385,0.2029268521378626,Iris-setosa
+100,6.49102321885037,2.8825553206140806,5.454782996358792,2.1470410154005033,Iris-virginica
+101,6.185350578153083,2.425439523363042,4.633490108514507,1.4830367993486253,Iris-versicolor
+102,5.061961806921463,2.863723771204785,1.416812338640372,0.2045444786247298,Iris-setosa
+103,5.227681218110493,3.3666875433521732,1.6165890176308677,0.5168944299309661,Iris-setosa
+104,5.466514637644544,3.3333667615271256,1.3247846262880398,0.2003700342340159,Iris-setosa
+105,6.445302207372694,2.8766982264056296,5.2732610124735695,1.8894935777363921,Iris-virginica
+106,7.447451004290844,3.331772820709887,5.965524160097001,2.185767211703193,Iris-virginica
+107,4.74030005218932,3.1183462263539194,1.7664180346741365,0.19242209897053633,Iris-setosa
+108,6.410308474798621,2.5051989291863523,4.770477633758871,1.3538585286589961,Iris-versicolor
+109,6.988312535387005,3.4356132124890086,5.674415117732812,2.480542173113143,Iris-virginica
+110,6.005605260241762,2.852121042616175,4.811710436084136,1.5334378451814974,Iris-versicolor
+111,5.304488261210425,2.8693537642909925,4.863246314979804,1.4852936367615983,Iris-versicolor
+112,6.058323596049552,2.938621200382433,4.858285388691057,2.0358221856992404,Iris-virginica
+113,5.787577867402912,2.7016747281270246,4.665739881989616,1.7854982765216632,Iris-versicolor
+114,4.3003997350984,3.509511591498299,1.3100947136371675,0.1340727642069251,Iris-setosa
+115,6.280898670967882,2.7032232228316277,5.071127757698939,1.84654242718844,Iris-virginica
+116,5.616087515389125,2.744558687148244,5.144017271032647,1.6759383537612789,Iris-virginica
+117,6.630400506763019,3.1547501804535423,5.635448830316335,2.101882077865693,Iris-virginica
+118,6.412347416237726,3.4461569583723217,5.3096445125382585,2.453435382481711,Iris-virginica
+119,6.267313061694572,2.783729255345362,4.564120877967347,1.891158212798872,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
+0,4.819384161633593,3.0921620576469557,1.6958103893480971,0.23831208666367035,Iris-setosa
+1,6.343093056379453,2.7536496743836243,4.886562915758724,1.555959710891618,Iris-versicolor
+2,5.769490989665416,2.727807031836439,4.299745402829862,1.4557334602482372,Iris-versicolor
+3,5.378577163193733,3.6433558394901353,1.6493169529757488,0.48892609993148506,Iris-setosa
+4,4.913538789119203,3.349598927858699,1.5712436930386522,0.2503821969149858,Iris-setosa
+5,5.839819787594014,2.6943308241763955,4.562686959959633,1.3089785397305214,Iris-versicolor
+6,5.794657531153973,2.880957010976922,4.774269706067333,1.4536124105098311,Iris-versicolor
+7,5.074247302635795,3.5028690104156386,1.2782394148321048,0.19226695783808645,Iris-setosa
+8,5.0567700377474605,3.4871998246263676,1.4679563827966908,0.19451498734850742,Iris-setosa
+9,4.6711842163828585,3.5814038900068756,1.4708615802750178,0.3002952834481716,Iris-setosa
+10,4.486131634916049,2.972199113786614,1.2263921342826687,0.2969175960153814,Iris-setosa
+11,5.999187740670817,2.3049787607440653,4.463875128769419,1.417486164418532,Iris-versicolor
+12,7.128314587462356,3.001324566747637,5.191420585430699,1.9314901357752339,Iris-virginica
+13,6.733285851688674,3.0989670805514926,5.329372984658642,2.200178671370887,Iris-virginica
+14,6.499811374523046,3.124321313496888,5.706984070430793,2.2869472700540614,Iris-virginica
+15,6.221689857401977,3.094994572715796,4.379279278584503,1.5012296870219732,Iris-versicolor
+16,5.058885864694396,2.5318290011895073,3.624375667275909,1.4145855330243906,Iris-versicolor
+17,4.6322220883771275,2.905749246826938,1.4940087027165994,0.27000065057327344,Iris-setosa
+18,6.7630347849506425,2.6842157233172164,5.598370797255479,1.4573729597043086,Iris-virginica
+19,5.537212584918418,3.0777878744647547,1.5398660983751298,0.2573394729261864,Iris-setosa
+20,5.277304758034938,2.397188365523357,3.761462058435362,1.2891193550849207,Iris-versicolor
+21,6.632722361014413,2.864884833155808,4.710155142857008,1.728198457758141,Iris-virginica
+22,6.7160792245640275,3.1292153992672063,5.537442348040841,2.3712915664214447,Iris-virginica
+23,5.839194800011413,3.0453188186245117,5.27619104370432,2.582557112623166,Iris-virginica
+24,7.155321929719671,2.943770478493895,5.502598537423424,1.2663258599566318,Iris-versicolor
+25,5.538960328995827,2.442328464706782,4.056479304551305,1.3290963745232296,Iris-versicolor
+26,6.102394974429471,2.6085934452003205,4.811038553392545,1.4746998368760118,Iris-versicolor
+27,6.163308915571403,3.0725216092835064,5.403502973611884,2.201046011403717,Iris-virginica
+28,5.687563445451676,2.750127444307304,1.6214480424015418,0.3166377111373597,Iris-setosa
+29,6.750583324976393,3.3125418621890366,5.312664510326026,2.102872855276039,Iris-virginica
+30,6.011436007152845,2.88922697410602,4.348329879688409,1.6639202511280458,Iris-virginica
+31,5.406730200892541,2.3648562060480858,4.2828963394479285,0.556987955465567,Iris-versicolor
+32,4.470591247918015,2.9697601018883515,1.403602981966813,0.18207578099573235,Iris-setosa
+33,5.944503201788786,2.775605472082111,4.89610978827892,1.817118234258417,Iris-virginica
+34,6.030470969735522,2.9464521992686588,5.2401648371590035,1.791418559550784,Iris-virginica
+35,6.392648789533695,3.1662006748273996,4.940071988032909,1.8927752259578665,Iris-virginica
+36,5.016690933077127,3.625400023279618,1.5226598445924153,0.23990097423242443,Iris-setosa
+37,5.941708400291659,2.6611127621967188,4.193509836953028,1.3066335402750298,Iris-versicolor
+38,5.369168651399012,2.4782726209871484,3.561701476240855,0.6915245688051885,Iris-versicolor
+39,6.976921643105553,3.162119291849063,5.36704554676876,2.334311029243626,Iris-virginica
+40,5.865278543341527,3.27099873281736,1.568647732935929,0.46071921701642227,Iris-setosa
+41,4.223074112993681,2.848246368221022,1.409215344177718,0.19419264287698396,Iris-setosa
+42,5.924054514826483,2.496816441148864,4.8801896326838525,2.07312210938709,Iris-virginica
+43,4.764832859260892,2.516400804374011,1.7917140916013623,0.23211531243910405,Iris-setosa
+44,5.242322351573648,3.660961083075402,1.4634862194344254,0.2688693301328554,Iris-setosa
+45,6.831525381150222,2.584165087201124,5.202083835740783,1.7354408358468738,Iris-virginica
+46,5.405992815007506,2.695464359761836,4.577677943028458,1.5006152114856235,Iris-versicolor
+47,4.872582427353292,4.020516993402804,1.6486094519083079,0.24204577075469985,Iris-setosa
+48,4.715696462307442,3.3084981410095806,1.5054030898229278,0.23922064697422443,Iris-setosa
+49,6.375463653278789,3.1473177805863592,4.983424773979277,2.2422053588630835,Iris-virginica
+50,6.282961705683631,2.6731990757727813,4.617835662146564,1.7476121050080116,Iris-virginica
+51,6.309924464282606,2.792547530528923,4.8581919353835215,1.3591252287426796,Iris-versicolor
+52,5.81317279452789,2.6634600484814817,4.228808168184946,1.1493043870656652,Iris-versicolor
+53,4.945378172340505,2.758907076709757,4.88020061306587,1.8464817872468642,Iris-virginica
+54,6.621185206929963,2.8929368359716636,4.922926611433661,1.5011714144832313,Iris-versicolor
+55,4.991567002232828,3.3979880555255457,1.385130871998958,0.13488337358465818,Iris-setosa
+56,5.168912895168567,2.9665111629320737,1.5388655695865312,0.8534044806195668,Iris-setosa
+57,6.432687877054372,3.1820812909169764,4.697702967238468,1.8488123191405978,Iris-virginica
+58,4.879483031330474,2.458693273858347,2.9747747113208103,1.0197038589123886,Iris-versicolor
+59,5.035117674259719,2.8884089827297172,1.5730875087429521,0.3073012578747462,Iris-virginica
+60,6.475213703899259,2.358925739168615,5.365587442788651,1.8630330326151434,Iris-virginica
+61,4.378802982218193,3.2230768133730594,1.6754545694334224,0.217669556113337,Iris-setosa
+62,4.764212097160416,3.304401048130824,1.3605563030937122,-0.07191688104389449,Iris-setosa
+63,4.609290584858004,3.0766402755166937,1.5324394283524037,0.22676870246152125,Iris-setosa
+64,4.785970635180625,2.6834441849140798,1.4261493547511315,0.39555320051936327,Iris-setosa
+65,5.15364601688835,2.299361601868625,3.587581851351307,1.1015091882260821,Iris-versicolor
+66,4.852262450630594,3.1501745565354873,1.4184782845885737,0.2146081003194174,Iris-setosa
+67,6.292405511635244,2.623591961304475,4.372262104460738,1.5132261448481032,Iris-versicolor
+68,6.659832540100002,2.9081472170729907,4.895985465890156,1.3506643049623976,Iris-versicolor
+69,6.8709892018521685,2.980089755159845,5.410378883412046,1.9001343466681946,Iris-virginica
+70,5.9429652565072155,2.981016296875901,4.794450032226478,1.8984060650307313,Iris-virginica
+71,5.733614297037434,2.644286813469737,5.152304011628543,2.067912706095531,Iris-virginica
+72,6.197391394398875,2.769516477046192,5.0305870899580825,1.400568017176302,Iris-versicolor
+73,6.008238234196479,2.807529839053013,4.28056628279661,1.3983594500389476,Iris-versicolor
+74,5.824300887211678,2.8897891224536596,4.9268463067876125,2.042959587607789,Iris-virginica
+75,5.91869996828581,3.042656620864976,4.422755576133632,1.7445705813861516,Iris-versicolor
+76,6.180188895711987,2.909135451956902,5.4562450959030135,2.2758268364170373,Iris-virginica
+77,5.874625460750762,2.56877214837467,3.7022323608816414,1.0771806366397683,Iris-versicolor
+78,5.895759224228483,2.5801509340969524,3.743698081042647,1.263972089196605,Iris-versicolor
+79,5.767566211557455,3.0919443073258575,4.1555437953318215,1.3005256955013842,Iris-versicolor
+80,5.126877156604941,3.6629555722612324,1.6075747279119166,0.3867634045427365,Iris-setosa
+81,5.160088429877226,3.2008527900830734,1.4056625489703465,0.21838451303920575,Iris-setosa
+82,5.792025233334777,2.8202505385344225,4.658988811014547,1.494516881304253,Iris-versicolor
+83,6.895495796742112,2.5578623899940682,6.070850913321058,1.793794121176733,Iris-virginica
+84,4.455283011325194,3.2446148474521963,1.2374562578435309,0.11377283966684401,Iris-setosa
+85,5.600305039775079,2.732948873541022,1.1563278365832306,1.297768440130762,Iris-versicolor
+86,6.236829647203476,2.593030777923966,3.726496462385367,1.1535436669198487,Iris-versicolor
+87,5.045885209022226,3.3174324529695505,1.4884742368765722,0.7376000285408514,Iris-setosa
+88,6.931171691505474,3.044383750780342,4.711908267812488,1.2760036635383045,Iris-versicolor
+89,6.548110245804185,2.9401475926840006,5.29392781153287,2.2434092589287022,Iris-virginica
+90,6.4249598648825215,2.5986914538729584,5.396644961380154,1.898639981574963,Iris-virginica
+91,6.922155059752578,3.1194318300971013,5.258487049587135,1.8921509067806883,Iris-virginica
+92,6.872740874811454,3.001656786275634,5.419248662717782,1.8102131685827931,Iris-virginica
+93,6.146704448960353,2.966209149490348,4.762471813404635,1.972978544651475,Iris-virginica
+94,6.488168634912826,3.046109674595136,5.086687175708889,1.796903083692325,Iris-virginica
+95,6.121131018098164,2.910763772671827,4.59168679388476,1.994711938008441,Iris-virginica
+96,5.222664062585973,3.298301934352659,1.4859770397722876,1.3859566762762752,Iris-setosa
+97,6.055975934645186,2.777029406085118,4.954064150927515,1.692232897541349,Iris-versicolor
+98,6.159899130482505,3.0961173062292247,5.249970731144032,1.9756945468455092,Iris-virginica
+99,5.612437507533326,2.6950639359755653,5.409032576813295,1.9849094093343949,Iris-virginica
+100,5.860751858909031,2.728847539398019,4.791289623807707,1.9202246557800882,Iris-virginica
+101,6.279020302589866,2.929197995270829,5.082264614131439,2.075112527898777,Iris-virginica
+102,6.56953075460151,3.1094073315879958,5.385970096814585,2.1550690202848446,Iris-virginica
+103,5.2760359254216525,2.366523362198563,3.289502766561778,1.198230646191363,Iris-versicolor
+104,5.749855587747918,2.956799857800058,5.035384031109649,1.8019792935405736,Iris-virginica
+105,7.7024045213670655,2.89899827017003,6.022172158692627,1.596018247110855,Iris-virginica
+106,6.491658740604013,3.305140002656894,5.170401342397646,1.889419549288614,Iris-virginica
+107,7.135674267359381,3.0205623955323118,5.901088631871756,2.2258564889731645,Iris-virginica
+108,5.124598450567795,2.9595431149082327,1.0457983585243351,0.1190191058901704,Iris-setosa
+109,5.805108149163512,2.7246499581523307,4.971592173856733,1.4348499611766181,Iris-versicolor
+110,4.765226334421979,3.321346093585511,1.6360281153008274,0.2516685472265209,Iris-setosa
+111,4.661924442791777,2.9661941652096933,1.4413983644892565,0.23168328742249067,Iris-setosa
+112,6.3256030741768035,2.834744078467743,4.893510984506818,2.091806285168672,Iris-virginica
+113,6.209614539296023,2.8941950242895915,5.108339698415911,1.8119109842870207,Iris-virginica
+114,5.192779760521395,3.015180335344282,1.775474785903179,0.38029094555976695,Iris-setosa
+115,5.1111116214443495,3.5519727274329633,1.3970478933908124,0.38794573097362206,Iris-setosa
+116,6.565704409227835,2.852986248571335,5.514942569236861,1.9340263894009864,Iris-virginica
+117,6.5763929134483,2.8023611326210855,4.512952832701886,1.1655505742583565,Iris-versicolor
+118,5.705341125849141,2.6220735537553836,4.276548961140632,1.2011040158793627,Iris-versicolor
+119,6.844112790035401,3.2746871501624137,5.609134508677805,2.056622144276355,Iris-virginica

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
+0,4.962265372529135,2.8129411207599126,4.802134525957805,1.900457471202267,Iris-virginica
+1,5.685094127147974,2.852812203285572,4.7298028159484815,1.5514203531456288,Iris-virginica
+2,5.967123247417769,3.0409965728859407,4.817105394018188,1.7912368578956948,Iris-virginica
+3,6.211130973210133,2.7679759811150078,4.2854492229672925,1.1651048247485027,Iris-versicolor
+4,5.18838767753196,3.7077373487911967,1.4434385966940142,0.3867911438604265,Iris-setosa
+5,4.902290421111599,3.1196904837179944,1.480671829275645,0.21115478264762386,Iris-setosa
+6,6.55592321065207,3.2319576181563745,5.261866022097996,1.500245651883497,Iris-versicolor
+7,6.116659813019707,3.217300545626687,4.6181297126381295,1.6478999828351157,Iris-versicolor
+8,6.639358646851476,2.7501715529618918,5.626070294095312,2.117334415691074,Iris-virginica
+9,4.743476805309894,3.0724304690833235,1.411386378649314,0.2697764594957082,Iris-setosa
+10,6.541107399372111,3.2108945971958107,4.22675424306611,1.2345993104105504,Iris-versicolor
+11,6.565834505568442,3.2278143423553605,5.064733190643046,1.8969420523883134,Iris-virginica
+12,5.4332198636317655,2.7800388830892437,4.1596400182400295,1.2814125103382836,Iris-versicolor
+13,4.527639080819181,3.1725127342048838,1.4836903249481868,0.1745769730765309,Iris-setosa
+14,6.111634572717903,2.413465302271882,4.999618748205159,1.6368233585475505,Iris-versicolor
+15,6.620441777857392,2.8382128912429985,4.522305814115281,1.709037029758634,Iris-virginica
+16,6.213203286889137,2.9395978943693373,4.908103314834257,1.5582194459494638,Iris-versicolor
+17,5.628188903605983,2.4147307319596507,4.802505490320013,1.8939356168924102,Iris-virginica
+18,5.430683596410299,3.0099558852200645,4.68864214548439,1.7353624312491944,Iris-setosa
+19,6.681075650618697,2.610942880050068,4.965216954198279,1.7163687371293526,Iris-virginica
+20,5.67252444463524,3.29849013986581,4.673786862409713,1.3928723928107765,Iris-versicolor
+21,7.1387552517981545,2.661193294117491,5.565626446736598,1.7735863383690202,Iris-virginica
+22,6.087769137705377,2.6349459560004647,4.477730473764232,1.8029503155380169,Iris-versicolor
+23,5.269773142546084,2.388554061065467,3.493741090435291,1.0358436903916464,Iris-versicolor
+24,6.232344614569495,2.5563880207345813,3.9910513335898115,1.36776036494684,Iris-versicolor
+25,6.596367319375215,2.8844420538980566,4.884130953218856,1.4025344421448014,Iris-versicolor
+26,5.3009296814983795,3.217971556981818,1.5931917190857054,0.2173229835152602,Iris-setosa
+27,7.124886497459681,2.605339245564304,6.14772446080201,1.8989951995335672,Iris-virginica
+28,4.823579361502725,2.964575535777581,1.212160094970523,0.2345334748003332,Iris-setosa
+29,6.091585485639116,2.9386169989744997,4.7928162310009395,1.7489843152172355,Iris-virginica
+30,7.334080314912788,2.6980174907865573,5.579909403995075,1.6346594744228735,Iris-versicolor
+31,5.158380762617692,2.84958030784569,3.56962288875801,1.223261604321488,Iris-versicolor
+32,6.095085761137006,2.8422867032476824,5.255960846947874,1.6759928853153612,Iris-virginica
+33,6.562607984329567,3.0782752366464106,5.253748202035428,2.1823665311081504,Iris-virginica
+34,7.19579643925714,2.9750649374902416,4.579812122806632,1.541421507765656,Iris-versicolor
+35,6.613750709390677,2.9797156542066876,5.17078555328055,1.6840057060404459,Iris-virginica
+36,5.117283123737747,2.878222685977898,3.852516137002149,1.1422925586033528,Iris-versicolor
+37,5.327871805864412,3.5216877064834824,1.63192181959752,0.45428163075577466,Iris-setosa
+38,4.880635932141672,3.2997522601819096,4.631612294622361,0.40337929845037424,Iris-virginica
+39,5.264209300997518,2.326304819239592,2.839119483484538,0.9509840253539995,Iris-versicolor
+40,6.42377237728453,2.526970388153183,5.830132946117883,1.8720432642105358,Iris-virginica
+41,6.480158205500947,3.1239425154159237,5.514694162386418,1.9469552827057555,Iris-virginica
+42,5.4082110471266285,3.1391873679328057,1.4181376281391143,0.3566774095413033,Iris-setosa
+43,6.029009428445612,3.156878646405242,5.1285180826258365,1.8222333336441043,Iris-virginica
+44,4.772748673484011,2.935996315169377,1.496213850170492,0.30725440634864465,Iris-setosa
+45,7.084636417386079,2.924919398708733,5.413866109878206,1.629671436258499,Iris-virginica
+46,5.666706606486575,2.878289737528188,1.5077194425891831,0.2210072539853726,Iris-setosa
+47,7.115697191648786,2.6858002608892773,5.710976060503418,1.7667571778469473,Iris-virginica
+48,5.828064785750484,2.970976190697824,4.378753045750291,1.3457181581955118,Iris-versicolor
+49,5.996763839754434,3.105885268266717,3.9385651864907207,1.463819554574014,Iris-versicolor
+50,7.251975370397483,2.979916268740515,6.039679233404487,2.1733220532397226,Iris-virginica
+51,7.08836751457149,2.835616859667974,4.895690459915911,1.679757266689271,Iris-versicolor
+52,5.9064137682954145,2.7753638079624112,4.495732695415286,1.685326720754393,Iris-versicolor
+53,6.190209516598328,2.3742474189963145,5.465441826377892,1.6562047655272254,Iris-virginica
+54,5.336092923514534,3.061741970732487,1.4516054148744721,0.10942779497214589,Iris-setosa
+55,5.185058003045105,3.2115785201513716,1.5004025211247278,0.22590087367215267,Iris-setosa
+56,5.652896866859571,2.8083144678920884,4.553840798775185,1.3576029806754997,Iris-versicolor
+57,5.9098752042295715,2.82347269600127,4.68572992984296,1.7357356185053563,Iris-virginica
+58,6.030069815533917,2.7297411897950536,4.386916630194589,1.382707360215865,Iris-versicolor
+59,5.730294129530055,2.781802085859442,1.4439597972364953,0.2802290097168019,Iris-setosa
+60,6.253544331461409,3.2418712718187277,5.312985304506836,1.877426197609923,Iris-virginica
+61,4.837495115391118,3.572967298863661,1.565846665609465,0.273422562375176,Iris-setosa
+62,5.900338009014991,3.894973336344264,1.3375455902683058,0.18334078399976858,Iris-setosa
+63,6.917378074876873,2.771276707607877,5.623028516194919,1.879771251628513,Iris-virginica
+64,5.028505229539338,2.9707623227056,1.470789710244695,0.18677476443106003,Iris-setosa
+65,4.931641129716413,3.895910838707537,1.1421706600437604,0.1840554575080977,Iris-setosa
+66,6.362906722940246,3.396669400525478,5.617246050783473,2.312986575624291,Iris-virginica
+67,6.625992727330964,3.43652045369998,4.968108775113658,1.4226211669733346,Iris-virginica
+68,5.213877883956603,3.7811798479409484,1.461072267809842,0.18944794362598255,Iris-setosa
+69,6.4818539222668585,2.902532701744293,4.020721178221678,1.3170356048841094,Iris-versicolor
+70,5.5982653416963855,2.888630961027234,4.458754012285918,1.1852644717306495,Iris-versicolor
+71,7.196487963459289,2.8805322827303677,6.0094031863728805,2.413212601140816,Iris-virginica
+72,4.627792737854181,3.0777040461567,1.324268071720084,0.20607711961869843,Iris-setosa
+73,4.9312998655326625,3.1417948308368886,1.6016610979380481,0.2825039644034804,Iris-setosa
+74,4.5564660551044485,2.905353092983753,1.3773624440311363,0.23908968978830297,Iris-setosa
+75,7.187285462424143,2.764008929931001,6.05020246018112,1.9893323223743218,Iris-virginica
+76,5.6043412562679755,2.929970781613648,4.23252407369404,1.3693919298938313,Iris-versicolor
+77,5.164148277378509,3.764326252593786,1.7088888133052964,0.2730905599552096,Iris-setosa
+78,5.910085697005233,3.04849280314776,4.816222802916101,1.6770689891527701,Iris-versicolor
+79,5.355565932499072,3.0726818262106774,1.4808083265903749,1.2904631353884222,Iris-setosa
+80,4.734899073271415,2.889750960577726,1.3540057351313917,0.2528376126246084,Iris-setosa
+81,6.063771485801421,3.006153742380634,4.295961962933072,1.4995234912122903,Iris-versicolor
+82,5.686855821593267,2.985228448957553,4.640513231010596,1.7967096608177249,Iris-virginica
+83,5.898714351738275,2.7182972501139226,4.604286399662243,1.614916060348413,Iris-versicolor
+84,4.7857504758797225,3.48246420232288,1.387770690021072,0.23200953935954224,Iris-setosa
+85,6.2505211048763405,2.5798162662877258,4.095217155196021,1.1401575404835693,Iris-versicolor
+86,5.384833160960971,3.009029216065438,4.678417750347139,1.5713156995905908,Iris-setosa
+87,6.897521342098197,3.4602418820381784,5.4499785825637685,2.6269183466217543,Iris-virginica
+88,6.465168683681898,3.0066798570980007,5.49616508524347,2.1126325731723674,Iris-virginica
+89,5.20203701543604,2.766770734999649,4.356843072852982,1.3839575798666621,Iris-versicolor
+90,6.11519237415021,3.2439040638142815,4.962304691756974,2.078870474631904,Iris-virginica
+91,6.1417201397640975,2.8472555337431382,4.385407794980096,1.8554746312391956,Iris-virginica
+92,5.448173995978942,2.919785952528716,4.638104424481598,1.5200255014452662,Iris-versicolor
+93,4.982701429435763,3.277764379588014,1.474121015735863,0.19572882830132232,Iris-setosa
+94,5.517449989539169,3.4054534054786796,1.5938115688024879,0.4679516383390371,Iris-setosa
+95,5.8953830802014,2.788982298557442,5.053458638667713,2.029304145392325,Iris-virginica
+96,7.496598624317064,2.830490379644756,5.347848767870868,1.8382592669075162,Iris-virginica
+97,4.99232765144559,2.8697928454907675,1.6217990756220066,0.3639697475999426,Iris-setosa
+98,7.638971345329592,2.8227511252720525,5.254802496462904,1.6288615617366804,Iris-virginica
+99,7.23402908671777,2.953933606896133,6.275576705531743,1.5529442412477883,Iris-virginica
+100,6.069375712095389,2.9832107309287523,5.137452978559553,1.7336204909211075,Iris-virginica
+101,6.66158589738063,2.5243557816331412,5.06004240691818,1.5368585189095125,Iris-virginica
+102,4.736672810663204,3.218915226933163,1.418092863159251,0.1944859346990183,Iris-setosa
+103,5.523165229369916,3.8320083397560842,1.637274244116769,0.3821486685797965,Iris-setosa
+104,6.043007936769475,2.7248613290053543,4.369462114874264,1.4847824159907403,Iris-versicolor
+105,6.123804649142136,2.7531487491005984,4.4744966000957085,1.2789613245188647,Iris-versicolor
+106,6.130464305129086,2.4134692431168547,4.163729105615631,1.4745884722289475,Iris-versicolor
+107,5.440700599327025,3.112005387064631,4.992132388809781,1.55668691280989,Iris-versicolor
+108,5.579951085958547,2.3799996972073973,3.430197524141012,1.3350737709878422,Iris-versicolor
+109,5.371349042230038,2.9153069564960297,1.1896437447110348,1.543810491339429,Iris-setosa
+110,6.18383180902457,2.5271788316035178,3.9385287996603124,1.3920263023447779,Iris-versicolor
+111,5.790977293048484,3.0561241537209285,4.575842596958254,1.4415654909037698,Iris-versicolor
+112,5.813169919616574,2.7364198024434865,4.88247661389745,1.8849817113347733,Iris-virginica
+113,5.0574270306539795,3.0175461026710506,1.65492068609773,0.13672386955207044,Iris-setosa
+114,5.360490128392742,2.62455493617311,3.8338559348145376,1.1159865258365864,Iris-versicolor
+115,5.9380119135456715,2.7280969324112516,3.9712993433231523,1.2229475074899316,Iris-versicolor
+116,6.75531427837998,2.760005558629553,5.415128848086594,1.9914415019510647,Iris-virginica
+117,4.527079761567694,3.129645253340118,1.4891333519115115,0.13605897715607512,Iris-setosa
+118,6.796935664821481,3.0101633803182137,5.6663365951173486,1.9654379337415675,Iris-virginica
+119,6.118968225051239,2.6473578042224712,5.275819200684156,1.7875232553837002,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
+0,4.952564517151558,2.7938819704714293,1.6931016761209485,0.27164039863210687,Iris-setosa
+1,5.782300078652874,2.6978001950070754,5.044301048454517,1.844775204783542,Iris-virginica
+2,5.2294248764882845,3.941717003226405,1.6150787281860675,0.41569314491142834,Iris-setosa
+3,4.958274178975776,3.2217575252224675,1.4749843532012588,0.15108244609559962,Iris-setosa
+4,5.643967660491217,3.140246802259576,5.043663983433774,1.8253183861749427,Iris-versicolor
+5,5.452861452145923,2.467429857323596,3.3927221887466104,1.1847956067262961,Iris-versicolor
+6,6.9074340579198505,3.3791421845491634,5.265505980963661,1.473130631552104,Iris-virginica
+7,6.842058383442202,2.9043117390839193,5.082519380320889,1.4812675737225605,Iris-versicolor
+8,6.483768521390834,2.757043883309291,4.589330228477532,1.5153387439113386,Iris-versicolor
+9,6.244519349057269,2.7928842781664684,5.048193892626541,1.8887509150896769,Iris-virginica
+10,7.267274405991398,2.865905266067525,5.727903765008895,1.9215195007487438,Iris-virginica
+11,5.151988260650442,3.512625723474047,1.381118337839774,0.20904886821484703,Iris-setosa
+12,6.295610533477454,2.979570883675442,5.781499022078823,2.318845229419069,Iris-virginica
+13,5.495867584889857,2.589436441789453,4.216461723260601,1.3463067366698964,Iris-versicolor
+14,6.219531785233401,3.01500875001893,4.49248683308496,1.8078276814175316,Iris-virginica
+15,5.271060154130291,2.8469501851589123,4.198214508464398,1.3416507134899573,Iris-versicolor
+16,6.768564226731003,2.911315093986859,4.8904643495135804,1.443938991031239,Iris-versicolor
+17,4.806099948035123,2.945837701164144,1.3514081946749523,0.2872606875708742,Iris-setosa
+18,7.459407650360423,3.0988138022735527,6.437653859267152,2.2655339926545013,Iris-virginica
+19,6.07880337750361,2.6636425660154526,5.119928101810718,2.020085651097712,Iris-virginica
+20,6.133571038423955,2.6827135096960952,3.9820493013351035,1.3235581375696555,Iris-versicolor
+21,6.187309906985776,2.7937215748181274,4.892949208837215,1.760556164586577,Iris-virginica
+22,4.971236531567676,2.9726736259875612,1.4329276066242524,0.2871110958897206,Iris-setosa
+23,6.449246181984132,3.1195859245894426,4.868274118788748,1.4096224904657646,Iris-versicolor
+24,4.672286618126472,2.9446952700445115,1.3863356743173063,0.2031102320204603,Iris-setosa
+25,5.542660117597732,2.8119336902461987,1.4753190311171394,0.3516281902416961,Iris-setosa
+26,7.596424131581444,2.7670159596809674,6.605587258396255,2.089183789984197,Iris-virginica
+27,6.816029783551205,3.705230594084182,6.255117963932661,2.7935098490844963,Iris-virginica
+28,6.966933611045751,3.028000742877999,5.557101731245587,1.6078066959534565,Iris-versicolor
+29,6.551267332805401,2.746432021628631,4.9896587760567614,1.8961749605585736,Iris-virginica
+30,6.121325387596614,3.15817704013739,5.29382672603259,2.2549260520616405,Iris-virginica
+31,6.496445726558174,3.1273295211735044,5.612923789646236,2.359892293215703,Iris-virginica
+32,5.535050036701329,3.0673823556330686,4.57535701183067,1.5443083862598155,Iris-versicolor
+33,5.119661170526724,4.055388417819047,1.5953583165076117,0.18623403617447915,Iris-setosa
+34,5.9917965213853535,2.7568063311766013,4.27661311169266,1.2926786938091652,Iris-versicolor
+35,6.025158574721226,3.037452954871654,4.778026699127745,2.1335426480954376,Iris-virginica
+36,6.295744013199016,3.0342890231266098,4.8404560204062,1.7641776168157222,Iris-virginica
+37,4.968209066635405,3.6477042536375657,1.3047587706707429,0.17625984996233537,Iris-setosa
+38,4.782991871652207,3.1324527104796203,1.6115033240910066,0.2223746392361703,Iris-setosa
+39,5.50952396466083,3.1010443686547426,4.169222376918247,1.1620267156249005,Iris-versicolor
+40,6.416987008498736,3.0829156367045796,5.256966424757508,2.397485333683296,Iris-virginica
+41,6.056671327776135,2.9678633947408883,4.700229774308459,2.001847484177742,Iris-virginica
+42,5.020611340512307,2.8875706767960847,1.2602739036413115,0.05073140149251118,Iris-setosa
+43,4.947350966532767,3.031124350651551,1.5120496220476136,0.4303991416332783,Iris-setosa
+44,5.355266854659257,3.6024297630542597,1.478995942079249,0.2722385685694336,Iris-setosa
+45,6.0449043342165885,3.0865652326056816,4.567619266597486,1.7444419117791392,Iris-virginica
+46,5.473189848680234,2.543502277392223,4.3972918961808425,1.304030606897372,Iris-versicolor
+47,4.654314478868141,2.730044120210405,1.30543860169924,0.2541491474482557,Iris-setosa
+48,4.916385576018861,3.204161060461838,4.704367518133625,1.9114927648458762,Iris-virginica
+49,6.887768222192616,3.3499125034425408,5.914100307211843,2.4975104519029325,Iris-virginica
+50,4.779342529724117,2.9485678879968473,1.3339764864540886,0.32404157467343797,Iris-setosa
+51,5.161958967840649,3.338571981375428,1.5454454945884737,0.2333039816214437,Iris-setosa
+52,5.207397468029008,3.484021526333653,1.511272397463611,0.41772292365211117,Iris-setosa
+53,4.56803743043354,3.00768794053541,1.5524896071782053,0.3207000742496432,Iris-setosa
+54,5.976175842214047,2.9308304234308697,4.400902209859024,1.6107711555133133,Iris-versicolor
+55,6.420128718601776,2.73449887927222,5.137665750789651,1.7144007822570226,Iris-virginica
+56,6.326542740364748,2.924552220532474,5.012725153874063,1.567758814727046,Iris-virginica
+57,7.366690951638606,2.848225748927465,4.678853819358698,1.4063092573398759,Iris-versicolor
+58,5.093089538793258,2.9440598018929154,1.181389824721993,0.1384173816956158,Iris-setosa
+59,5.566395844922078,2.6584417747029327,4.653887023585263,1.5154699953150312,Iris-versicolor
+60,7.452594604898743,3.3940004157630597,6.347836508819623,2.2925545834730197,Iris-virginica
+61,7.027051448648275,2.642105428155927,4.6467332058278386,1.4377700968774583,Iris-versicolor
+62,5.271537287912869,3.977666631938966,1.5229645413299684,0.37961874213098423,Iris-setosa
+63,6.420605696698333,2.7398455641921178,5.633592521463966,1.568555382047178,Iris-virginica
+64,5.146473138313889,3.832124369932944,1.4257843997563,0.24235360322128108,Iris-setosa
+65,6.6467930881935295,2.774746093609046,5.667354581788264,2.1547601269571506,Iris-virginica
+66,7.397140184611811,2.8033885436388455,5.936508496369622,1.7504267395913558,Iris-virginica
+67,6.332059950383381,2.7973486332034,4.212864583645034,1.3301764492495327,Iris-versicolor
+68,7.101898737600555,2.908280057636136,5.342753806539954,2.3525116559674535,Iris-virginica
+69,5.82222447601416,2.5443407571805636,4.822612123034196,1.3895070456897458,Iris-versicolor
+70,5.415964495113723,2.979957801441729,4.707460006238318,1.3973660402357286,Iris-versicolor
+71,5.269961142602385,3.122983686624712,1.5621198697514305,1.257317726989121,Iris-setosa
+72,6.27705736268652,2.842144428469844,4.774560977588354,1.5793639119941054,Iris-virginica
+73,6.748980428140198,2.8663638783789267,5.289127396578769,2.083107242873929,Iris-virginica
+74,6.826568619839419,2.825877445228481,5.699973510285157,1.739757596206032,Iris-virginica
+75,6.797796538214378,3.293000874286808,5.454302433932693,1.872760948812727,Iris-virginica
+76,5.008446109683309,3.2423075443946194,1.370705325281184,0.1310834828555953,Iris-setosa
+77,5.473069705332078,3.4724561957415156,1.5262111204678777,0.3960051175594297,Iris-setosa
+78,5.352250486483949,2.5045713616694174,3.799240306580959,1.2894622440208339,Iris-versicolor
+79,7.032626642873382,2.8804489184922746,5.203836473664284,1.4984605296535902,Iris-virginica
+80,5.141767736096549,3.3962362944471236,1.6713579876902964,0.26076517358842,Iris-setosa
+81,5.306293999659267,2.7189729193923813,3.610253710127847,1.5303347015367015,Iris-versicolor
+82,6.208300287732012,2.4187332464186984,4.49191780588945,1.649402897226408,Iris-versicolor
+83,5.734901196252608,2.2664762364457025,3.698818756507684,0.8656763778348376,Iris-versicolor
+84,6.326078803492956,2.97140539715218,5.136631406020663,2.018750672649023,Iris-virginica
+85,6.123894807948382,3.3733169334220507,5.1682964470878785,1.8570047709115567,Iris-virginica
+86,4.739797454604381,2.6062003508553606,1.4250816032493583,0.15064645940974186,Iris-setosa
+87,4.250626432574403,3.1062794797764415,1.2595123642146573,0.1761255564618423,Iris-setosa
+88,6.331894029248453,2.8414693354147977,4.079681850600354,1.2567691334382274,Iris-versicolor
+89,4.971405588137417,3.3052673174133167,1.5786672236450892,0.3678111833564508,Iris-setosa
+90,5.541838712968906,2.710482806288862,1.4980445193452125,0.4159754743652858,Iris-setosa
+91,6.151209682057425,2.5023211391522393,4.0745780795146285,1.415531372746998,Iris-versicolor
+92,6.336784118648392,2.947576076389227,4.73866067610413,1.5883821823811326,Iris-versicolor
+93,4.7471973456138885,3.0692968952984785,1.4733977107071532,0.345367449807297,Iris-setosa
+94,5.213274358253931,3.4814895783736475,1.7853318646731924,0.44212292710904183,Iris-setosa
+95,4.70884241157983,2.942820910134615,1.2649890273324775,0.1866255666542611,Iris-setosa
+96,5.604941334115201,2.9196317455970755,3.716707629027104,1.514923102119321,Iris-versicolor
+97,7.101687643937104,2.6061569820761825,6.168665572397823,2.087715945178673,Iris-virginica
+98,6.983198743643843,2.709520532861964,5.588338090780191,1.5963500412236988,Iris-virginica
+99,7.271934751067603,3.1977526053074357,5.607174665598106,1.790699878356648,Iris-virginica
+100,6.381580328214451,2.4638183844552812,4.255592949209829,1.230797191112221,Iris-versicolor
+101,6.342495611061737,3.2641460030110823,5.580761295194985,2.3276942235492966,Iris-virginica
+102,5.953930499106496,2.7549222200834627,5.172194928612294,2.0336156195293067,Iris-virginica
+103,6.479213743714785,2.9179168967309788,5.355018722611662,2.0013415852465286,Iris-virginica
+104,6.10324344835195,3.0951187303289003,4.814018222506337,1.5895830373646465,Iris-versicolor
+105,5.190854290482253,3.660749310290846,1.2649945389816988,0.23707129674203378,Iris-setosa
+106,5.693604879547784,3.022733815184687,4.057549228055543,1.1275332157966147,Iris-versicolor
+107,6.4111959102981295,2.8689755384661444,5.471815281384521,2.3545015884990708,Iris-virginica
+108,6.6037870677890265,3.062337362872166,5.350060704148208,2.118564205623072,Iris-virginica
+109,5.5097276299314,2.5984551766731587,3.802292660896576,1.1544314727905896,Iris-versicolor
+110,5.876997504323203,3.278550826070661,5.123484572006751,2.3574592437153803,Iris-virginica
+111,4.820396648615545,3.203530928508386,1.4762851907395231,0.3369102244136655,Iris-setosa
+112,6.029607369792798,2.7967762089970845,4.992686984250513,2.1087432585775376,Iris-virginica
+113,5.5839759544039005,2.2421395652744565,3.2036173261024024,0.8653785478481012,Iris-versicolor
+114,6.36448968777917,2.9459188573463395,5.120199700556883,2.1693958990640487,Iris-virginica
+115,4.997970727920428,2.4337116747709415,3.4233423038486435,0.9790092963997231,Iris-versicolor
+116,5.397241855411944,2.3445947930237168,3.4949292781403347,1.1543059643223499,Iris-versicolor
+117,6.467669366502438,2.99994614288864,5.6824226069922075,2.217258078164668,Iris-virginica
+118,7.259382312722887,3.368110008817247,5.638766244359137,2.4682807283603414,Iris-virginica
+119,6.668041530703842,2.863147234112166,4.839576348758875,1.5164213210272435,Iris-versicolor

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
+0,5.723563353910672,2.4255721725938724,4.052235370676311,0.9278443912808865,Iris-versicolor
+1,6.262223236347069,3.1016123319579703,4.507553932359007,1.7033764701846357,Iris-versicolor
+2,4.424695692139561,3.0800540212697145,1.5403040095781104,0.1431490850566921,Iris-setosa
+3,5.313424461690049,2.7348829072319893,4.433649737345248,0.8883898337938415,Iris-versicolor
+4,5.667438645833727,2.8262659649431163,4.385800241529439,1.0148504862567622,Iris-versicolor
+5,4.807220132952192,3.1689856611291334,1.4148433701585512,0.29796572603324056,Iris-setosa
+6,7.001829460998327,3.098860696569976,5.170956741320999,1.527047194612303,Iris-virginica
+7,7.198473210332568,3.340852709415055,5.8367722002231766,2.438523605665619,Iris-virginica
+8,4.811827882541655,3.1932796466449105,1.5214607521907326,0.3218923561973147,Iris-setosa
+9,4.877687856810922,2.6405348068681818,1.5740879752939474,0.2739483991083935,Iris-setosa
+10,5.349907454202969,3.8222246395684514,1.6191509188086513,0.32257175032782764,Iris-setosa
+11,5.078236851945764,3.620603098507401,1.4161934654708928,0.24566664788745807,Iris-setosa
+12,5.1111720393013425,4.059731193994091,1.3219059303724086,0.2388638638174448,Iris-setosa
+13,6.295230018821619,2.866500652678779,5.332323958500506,1.9478921849790791,Iris-virginica
+14,6.032946023136764,3.129270901232177,5.159165453354882,2.2065325970368503,Iris-virginica
+15,4.795903758055296,3.4527898036485247,1.4189625011205842,0.19137258064871177,Iris-setosa
+16,5.0204501765281355,3.5332167223926056,1.5219441892202699,0.22542722414460703,Iris-setosa
+17,4.665560956948157,2.957407001670026,1.587523396040848,0.19026057369690358,Iris-setosa
+18,5.31660078301963,3.4121782003616064,1.7142334108100974,0.37550737028552567,Iris-setosa
+19,5.676193590918407,3.1392662871683625,4.3435387265998875,1.326369928223738,Iris-versicolor
+20,7.063215419482047,3.1321123174689105,4.810705858546837,1.5615596245002423,Iris-versicolor
+21,6.750170425109286,2.5829310537623043,5.731614839288031,2.1063175997784476,Iris-virginica
+22,6.2020063808908565,2.625357903957102,5.012425721497049,1.6323754138050175,Iris-virginica
+23,5.593873310718205,2.9556330604570347,4.872173982019215,1.8446041551222412,Iris-virginica
+24,6.6596195162721905,3.0909137190939306,4.8311160189432725,1.7139832700927589,Iris-virginica
+25,5.192143315435891,3.417019066985233,1.4898265848662575,0.37677115808590206,Iris-setosa
+26,6.4972303331739365,3.27183576274023,6.0770884704914945,2.441243251851957,Iris-virginica
+27,4.852837948972663,2.543881787429729,1.6008337032185107,0.39690914795275656,Iris-setosa
+28,6.208361037253911,2.684816802416347,4.76483314553074,1.533528880337108,Iris-versicolor
+29,6.525053589853219,2.997505349440516,5.324359218080552,2.253735302359689,Iris-virginica
+30,6.643615007640134,2.9548249104328668,4.590609277618274,1.367484504368914,Iris-versicolor
+31,4.806442360296664,3.14495933937766,1.586753363391751,0.37804411097278007,Iris-setosa
+32,6.304996197889357,2.776189784542056,4.57017229418261,1.6650703490620704,Iris-versicolor
+33,4.92258506591775,3.3024413962244656,1.3107981278930765,0.21649387662187664,Iris-setosa
+34,5.997486172663444,2.953812091637289,4.8636232382847755,1.550381168282549,Iris-versicolor
+35,4.918078826767384,3.5590468722422006,1.4106709036236487,0.2780932573755308,Iris-setosa
+36,4.914902281662586,3.6577628926983494,0.903360861258745,0.17516424991983454,Iris-setosa
+37,6.52981194778815,2.848164043426368,5.33291974984752,1.856952704725206,Iris-virginica
+38,5.026643067773405,4.077815177987356,1.1686075301209722,0.18829668554533674,Iris-setosa
+39,4.589900527309419,3.19162629005781,1.2288008251316795,0.2611577728820265,Iris-setosa
+40,6.4359671166757675,2.7986880334901603,4.949915834292192,1.5177484213223325,Iris-versicolor
+41,5.964458415626445,2.897156611699932,4.631406401440629,1.5698223921988748,Iris-versicolor
+42,6.481313901799392,3.224396153280092,5.255354712817763,2.5288373128778723,Iris-virginica
+43,5.194814484648275,2.179848355127997,3.353322772204092,1.0292126163709758,Iris-versicolor
+44,6.547402937784694,2.6077267870369942,4.841954984240457,1.6342371567709866,Iris-virginica
+45,6.243345158441003,3.215594063988658,4.647286468849976,1.8694226260226743,Iris-virginica
+46,6.454141842919517,3.0967995462772797,5.5705161252036035,2.1883496526392805,Iris-virginica
+47,6.551730113440894,2.505690063442295,4.825473625394772,1.184032753574323,Iris-versicolor
+48,4.926217158326583,3.231039996422009,1.2941038826041642,-0.05072279956805298,Iris-setosa
+49,5.101243108642771,3.3876223729940267,1.4696819268588068,0.15585092774561837,Iris-setosa
+50,5.406146222529868,2.8839612895784077,4.703855413458243,1.3973654280633363,Iris-versicolor
+51,6.208554430935104,2.7578697837105555,4.202997035149987,1.3418525079440888,Iris-versicolor
+52,4.7242950915415385,3.0530129769647196,1.5486865579526627,0.17028086816900803,Iris-setosa
+53,7.381582036401828,2.749841108203504,6.23897954522104,2.2199446379717926,Iris-virginica
+54,5.009479694030389,3.235913626351169,1.5443767851667223,1.060010945184275,Iris-setosa
+55,6.471099749150269,2.430042683310807,5.425488181274881,1.8098583287412988,Iris-virginica
+56,6.734564377075516,2.9946030369078787,5.35143451740096,2.06048272423512,Iris-virginica
+57,4.484642228734918,3.034640462348814,1.4822234220716064,0.22464376854485804,Iris-setosa
+58,6.096830402847126,2.7357285886640956,5.190243132033081,2.157319637014608,Iris-virginica
+59,6.293962821798474,3.1091130295965206,4.486069038486557,1.6154846351169365,Iris-versicolor
+60,4.9959669677617775,3.49845996847648,1.4203813560351426,0.3428721100027556,Iris-setosa
+61,6.3448548852642155,3.5488303896700253,5.245445082840586,2.1574040952791833,Iris-virginica
+62,6.19065329950336,2.6774043145419215,4.613474990705267,1.662482765211547,Iris-versicolor
+63,6.640829109919694,3.3154087258367637,5.492187108580466,2.3826086280589855,Iris-virginica
+64,5.02567535454588,3.8775772403475273,1.5488431409030845,0.2174305372620547,Iris-setosa
+65,5.793970927443812,2.956123228052823,3.5564586174403545,1.4290127792918723,Iris-versicolor
+66,5.61504223193311,3.1969628184920094,4.778869417945237,1.8053443027898861,Iris-versicolor
+67,5.2961980437058,2.8385136710081835,3.987567022243881,1.5562497512894644,Iris-versicolor
+68,5.602734178332188,2.6147955599575683,3.9382716702197196,1.1069398470853136,Iris-versicolor
+69,4.958908592019203,3.403990933739446,1.4574038745000943,0.27603854933307614,Iris-setosa
+70,5.011165885842725,3.237991427000125,5.048514561192734,1.8779393397982276,Iris-virginica
+71,7.009391560823798,2.9483824795275866,5.677313421298265,1.593927837423613,Iris-virginica
+72,6.092951226720801,2.7033384081627023,4.5376338659407915,1.654396322992163,Iris-virginica
+73,5.859842801510121,3.1362410863656214,4.950260747812483,1.53800623206807,Iris-versicolor
+74,5.810954875192356,2.761912864161272,3.660337902065487,1.329478979026433,Iris-versicolor
+75,6.331127542518288,2.6342334918844346,3.8537045273875568,1.221631388393298,Iris-versicolor
+76,6.788058670420638,2.9965307104254952,5.574252458227736,2.2546536554356713,Iris-virginica
+77,6.408128979376394,2.9311267436730155,5.528072900876211,1.8327511164697543,Iris-virginica
+78,5.351823754407481,2.9709470255759536,4.977344865555656,2.1726803396285117,Iris-virginica
+79,5.580475459734891,2.630526630263638,4.227686145688013,1.2240361424439823,Iris-versicolor
+80,5.005388804091128,3.5189516340672156,1.153605701765088,0.28354067958134027,Iris-setosa
+81,5.34452902075579,3.5038481106957393,1.3413641542407295,0.2585267411923846,Iris-setosa
+82,5.796696138588471,2.81624045093919,4.947861050227752,1.5647436796700203,Iris-versicolor
+83,4.801296523800739,2.874100947482441,1.49562380943898,0.30134156402687146,Iris-setosa
+84,5.295127748995496,3.2266552750615918,1.4870134860023783,0.2710119424977283,Iris-setosa
+85,6.617260463390105,3.2183388942830953,5.631851125332991,2.0418583509787847,Iris-virginica
+86,6.466521713497611,3.1437251330351086,5.63096910644881,2.048403480868853,Iris-virginica
+87,6.798308490581302,3.174616553740674,5.729956973923886,2.674047366533013,Iris-virginica
+88,5.683782728375415,3.33889305737343,1.2762894966441058,0.11012808083107117,Iris-setosa
+89,5.636300173531779,2.8383689642998817,4.052664571560514,1.404140619101994,Iris-versicolor
+90,6.66394263166752,2.8326533649458194,5.3954934045691205,1.892960977680445,Iris-virginica
+91,5.414324786823576,3.060687118344796,1.5998539664017117,0.30852634635177384,Iris-setosa
+92,5.202040583127089,3.382859649567333,1.3620669046488398,0.3008311021630551,Iris-setosa
+93,5.1108794846078,2.8249554594971777,4.357013913248864,1.1506225982505054,Iris-versicolor
+94,4.876159520842893,3.1537651309731127,1.5797346582421556,0.28015754863071807,Iris-setosa
+95,5.323123941749501,3.371146335486352,1.6828081676350635,0.41252653072349066,Iris-setosa
+96,6.529126684274328,2.901461460115736,4.42847749450367,1.6190901502006747,Iris-virginica
+97,6.795019621173203,3.3568339695873206,5.528286066088708,2.199933551093963,Iris-virginica
+98,6.842724048773495,2.6140607551486177,5.956793594792677,2.0926824569905165,Iris-virginica
+99,6.123859476140154,2.9426704722514723,4.09851292067148,1.5189368225028745,Iris-versicolor
+100,5.878894522294012,3.1566200256513044,5.637700206163194,1.677214961460106,Iris-virginica
+101,4.955008718246863,2.9739198871769656,1.347979545218625,0.2742659722064516,Iris-setosa
+102,4.997964860330717,3.5387892827938496,1.7043286590807019,0.24457242851984984,Iris-setosa
+103,5.78880724165233,2.4950810907803445,4.080918785374967,1.1737610009033848,Iris-versicolor
+104,4.707438350261905,3.315375812740829,1.530613512861512,0.034563938905747715,Iris-setosa
+105,5.366557431405242,2.986867693920141,1.7150738716578577,0.2757282868974977,Iris-setosa
+106,6.861818231351372,3.0436836900545368,5.15357595807781,1.5704319315127695,Iris-virginica
+107,5.749301225668151,2.6701857272383913,4.797237325316884,1.7528285100224377,Iris-virginica
+108,5.265948564082846,2.915494932624135,1.7085998632754118,0.3506309779578944,Iris-setosa
+109,4.879674008516423,3.4502863591064687,1.4854276060133613,0.16624372375698582,Iris-setosa
+110,4.99790766155291,3.02645592334911,1.5010432944200993,0.07969139992718957,Iris-setosa
+111,6.225572664888161,2.581541697355053,4.924719269512089,1.493975385995935,Iris-versicolor
+112,5.424837875933984,3.2181698761019,4.465158339079598,1.5136858873563659,Iris-versicolor
+113,4.893216124013517,3.517349703871143,1.355597537196403,0.18463385449178465,Iris-setosa
+114,4.7436488932877,3.2209240140557585,1.3170271304797994,0.22179889803036054,Iris-setosa
+115,6.72289705749325,3.075511487721647,5.912263401492342,2.04156052587587,Iris-virginica
+116,5.056091283384787,3.531348508743325,1.4987396073465546,0.2704874589128206,Iris-setosa
+117,5.862597969212269,2.4849024390827914,4.4325463562670455,1.3745657834870482,Iris-versicolor
+118,5.976852484473432,2.6878148083764484,4.504740966845403,1.2501440347625925,Iris-versicolor
+119,5.371046234428377,2.831872054362452,4.698242632372615,0.514252644316872,Iris-versicolor

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
+0,5.476125040818542,2.3455940651497507,4.068946127129909,1.2367278103146173,Iris-versicolor
+1,6.07457276481666,2.903297506421279,4.129811116618028,1.1303936607735332,Iris-versicolor
+2,5.256370690415177,3.2560715643418736,1.601583418037316,0.3588054431263829,Iris-setosa
+3,5.848511169135155,2.639693883835352,4.900734325215961,1.6815690906626974,Iris-versicolor
+4,5.2206866651601365,3.910527278766156,1.429819015653756,0.27606562226566683,Iris-setosa
+5,5.08836800622498,2.259288430694775,4.270783652600803,0.6586572932947643,Iris-versicolor
+6,6.329846786374555,2.486683011715666,4.742929646430996,1.5135738204071627,Iris-versicolor
+7,7.385510694836832,2.977808228409262,6.512371561214621,2.4274318711914833,Iris-virginica
+8,6.2778796804355546,2.9763525403368583,5.427452001806198,1.7985480791934814,Iris-virginica
+9,4.917257098070614,3.0704661577555132,1.2648334719208472,1.335685743689004,Iris-setosa
+10,6.431776824163293,3.3148736367293674,5.609633586857442,2.281684883260861,Iris-virginica
+11,5.366682230119269,3.231338535637398,1.488314909710531,0.1999807704576811,Iris-setosa
+12,6.234189461423714,2.8189903175718705,4.73417250369274,1.7531851013196773,Iris-virginica
+13,6.201923674016412,2.6745992017717293,5.324077137888356,1.8724435946210958,Iris-virginica
+14,5.633194056223686,2.6683225129709194,3.8447309354983235,1.0568349861889315,Iris-versicolor
+15,6.229739612853314,2.611983414847709,4.725718397689918,1.3609276724298773,Iris-versicolor
+16,7.397765462443355,2.626248455498143,5.577377953407714,1.7264633829281484,Iris-virginica
+17,7.313082887255709,3.010369256987909,6.095974583450488,1.6952152775338427,Iris-virginica
+18,6.30751504654206,2.7694291904887924,4.844835557106655,1.7073917826343008,Iris-virginica
+19,6.882608013957965,3.089184528362085,5.33663262371833,1.715199705569203,Iris-virginica
+20,6.542857030585443,3.0834062513351914,5.5604025181069865,2.345139702854648,Iris-virginica
+21,5.303173068937359,2.5534837936876302,4.235442033698919,1.5817183830623966,Iris-versicolor
+22,5.850715247931927,3.0643277531191386,4.803783497653925,1.493184503521049,Iris-versicolor
+23,6.009370953997182,2.6550733345508974,4.6236744300310555,1.2477187943916386,Iris-versicolor
+24,6.874376507136564,3.1392677280925483,5.705506596716392,2.0861601831172796,Iris-virginica
+25,5.0491404479530235,2.9218566863578204,1.4884894869305934,0.19527755320231482,Iris-setosa
+26,6.710212687634191,3.0061496572337125,5.528986999227418,1.9086394822405133,Iris-virginica
+27,5.723702458231897,2.8876101167910306,4.397837110692513,1.123847208941208,Iris-versicolor
+28,6.128003821574023,2.681319084027087,4.2813538987639035,1.2922289808483818,Iris-versicolor
+29,6.068511167441159,2.6763317872667645,3.9946707798801677,1.6659297317292383,Iris-versicolor
+30,6.647910947289538,2.576139763563499,4.788361077200889,1.5208192473772184,Iris-versicolor
+31,6.080481994724306,2.5853491470829724,4.290438805556036,1.279942367335027,Iris-versicolor
+32,7.567904394941517,3.841377637689215,6.363182430701185,2.090418261717186,Iris-virginica
+33,6.2301502025709405,3.0207969133003507,4.7697536293867735,2.125022171367735,Iris-virginica
+34,6.223657744369142,3.0617698914068514,5.537734996872957,2.4646075902285753,Iris-virginica
+35,5.73588817923794,2.8556509457490176,4.549069213461537,1.5510379059118686,Iris-versicolor
+36,5.769194995888226,2.979046362170079,4.6152165164467265,1.4256413503237653,Iris-versicolor
+37,6.253908183448762,2.8147169650799424,5.1749694854136035,1.9175342804336681,Iris-virginica
+38,4.441700093369814,2.928397649737619,1.3642690334048977,0.1902306886042956,Iris-setosa
+39,4.578621956745807,2.755970782309296,1.605552849010688,0.30949091940065654,Iris-setosa
+40,7.491809067342156,2.7455166668344737,5.58020387086748,1.739788552143752,Iris-virginica
+41,6.123303934220917,2.594442827370454,4.8121564235484025,1.6376425057357118,Iris-virginica
+42,4.909054723969837,2.109622426230573,3.11624988358955,0.7294905472474008,Iris-versicolor
+43,4.471349646271629,2.774618940647304,1.200989644842916,0.1660305880113429,Iris-setosa
+44,5.157314243062534,3.8016193412111914,1.4714492569786815,0.2436978442440442,Iris-setosa
+45,6.807409612117105,3.2918803302650854,5.456918262612932,1.3368355487073136,Iris-versicolor
+46,5.346569653855632,2.945813373230586,4.883653470538002,1.1681698849063205,Iris-versicolor
+47,5.737274744996815,2.8361119609473895,4.382002921535734,1.3945317888839526,Iris-versicolor
+48,5.551243834482166,2.212780611569759,4.041533188063985,1.09369014705658,Iris-versicolor
+49,4.896312036207502,3.3071967371089874,1.495419531774403,0.2582135460091966,Iris-setosa
+50,6.091964692691787,2.1617682129604936,4.6248711469359005,1.3558904627629258,Iris-versicolor
+51,5.221298136268182,3.055983050221436,1.590530445624498,0.30646365869225056,Iris-setosa
+52,5.415073060957561,2.778647266428705,4.3403051399393995,1.3303825230091704,Iris-versicolor
+53,6.024283520168254,2.7658709264617958,4.520303431577254,1.3727824309032515,Iris-versicolor
+54,4.54513523809568,3.826266970616355,1.361076739320413,0.20511935973257275,Iris-setosa
+55,5.496993281947667,3.6893338851862776,1.6025436491555192,0.3029449112097494,Iris-setosa
+56,4.469933878225067,3.0817936046448957,1.165809933205993,0.10743438957406834,Iris-setosa
+57,5.3804087815695985,1.9765600138062411,4.223223025171007,1.319151406131767,Iris-versicolor
+58,6.028981330802995,2.9670338543369463,4.660178284837175,1.4981556639657847,Iris-versicolor
+59,6.791665039356032,2.6619419690616195,5.033540804946551,1.6735746001557255,Iris-virginica
+60,5.894879064197722,2.636761030792547,4.840069579120724,1.5101147399528225,Iris-versicolor
+61,4.8804837345845,2.309388306814097,3.355842781004041,0.9570907622040558,Iris-versicolor
+62,4.71903821220607,3.3833598959270477,1.6502358142187143,0.2301827202894665,Iris-setosa
+63,5.432127394013351,2.57755928662365,4.051010654278697,1.4284549435987135,Iris-versicolor
+64,6.884054326431558,2.730739266781053,5.349200070171337,2.0717664460755225,Iris-virginica
+65,6.258031004460871,2.8037292912882714,4.6090793693130125,1.7732902238164359,Iris-virginica
+66,5.917555516316186,2.8059908580040718,5.01061970864571,1.8720553262908044,Iris-virginica
+67,7.1254475334160485,3.4006713316198445,5.924084772989387,2.1901037906877674,Iris-virginica
+68,6.508220089065084,2.7495283840653046,5.478644039232674,1.883379838212071,Iris-virginica
+69,6.499188931784334,2.786348387085341,5.543492634445098,1.9753617020903511,Iris-virginica
+70,5.8169004439824405,3.063054001006616,5.531564184391858,1.9821250137222801,Iris-virginica
+71,6.257917261790219,3.26477805976394,5.319565928585751,2.266666988607873,Iris-virginica
+72,4.5467802542895726,3.2861030529831945,1.5180490945382132,-0.07267729377429943,Iris-setosa
+73,5.946220320730959,3.0336748491679786,4.8578769047671875,2.065663882637786,Iris-virginica
+74,6.565226323117014,3.0797113309844195,5.582607798103992,2.1115975086924816,Iris-virginica
+75,6.297730390609335,2.846010692420572,4.695174132940481,1.466399563356998,Iris-versicolor
+76,4.427321165210468,3.2467119431319946,1.0991058639711169,0.22430891030887165,Iris-setosa
+77,5.132218874911059,3.192729560421989,1.3928255435240153,0.38979764672062556,Iris-setosa
+78,6.535949821629814,2.447879752206476,5.134720156001231,1.460058000440839,Iris-versicolor
+79,6.789876965886238,3.1120349014679425,5.575466843896445,1.5854931642655095,Iris-virginica
+80,6.535359055764833,2.7805620285671657,5.682541742061637,2.2114560106945937,Iris-virginica
+81,5.993662318982829,3.0792194744477452,4.76123646843101,1.6869464527635798,Iris-virginica
+82,6.442811167625567,2.8946764604655395,4.954839572398012,1.727301937053176,Iris-virginica
+83,6.618732782448722,3.0326627317768557,5.492527542157234,1.6390709753619468,Iris-virginica
+84,5.1577840399428645,3.2658046803448384,4.805387233158875,1.985229481387744,Iris-virginica
+85,6.427172983750254,2.983690939956276,4.926044205439503,1.98289021286251,Iris-virginica
+86,6.323996805496207,3.392333433112929,5.461107115376407,2.4625609408792712,Iris-virginica
+87,6.308509240944413,3.125892307883975,4.624063403183786,1.7355770521922043,Iris-versicolor
+88,6.717475236914822,3.108186478237882,6.091119133683409,2.242260038737572,Iris-virginica
+89,4.857473959669387,3.5352118367691237,1.530426562479669,0.3391325289681757,Iris-setosa
+90,4.793035286451169,2.8509339369580764,1.547027969554442,0.28036186380426376,Iris-setosa
+91,6.937261938405884,2.516207676822341,5.884028925570405,1.5517408468621705,Iris-virginica
+92,6.079104040651909,2.8363340540280366,4.434969125761054,1.1417701821001196,Iris-versicolor
+93,5.39808701137526,2.7218451373078785,3.983388572436278,1.2520357450595347,Iris-versicolor
+94,6.495675762922488,3.5749783473962613,4.928566093880945,2.1011531325071715,Iris-virginica
+95,6.352695502352469,2.9762042459990057,3.9574244689055735,1.2421660569895963,Iris-versicolor
+96,6.310238938540523,2.861084752925984,4.938366655432085,1.6227397294859462,Iris-versicolor
+97,7.113791835193812,2.6009583806874925,5.523061188044139,1.7536494226510912,Iris-virginica
+98,6.589232677002565,2.917252796419576,5.131223275588769,1.7218488565858938,Iris-virginica
+99,6.439435570364548,2.6521341894608725,4.208235139096331,1.4833759096769803,Iris-versicolor
+100,5.534328402959421,3.1889552896050644,4.585096455104084,1.5857511462075442,Iris-versicolor
+101,4.824617433176399,3.3049700058854734,1.4593221537809034,0.1820821132850723,Iris-setosa
+102,5.417552903065454,2.648983802057668,3.918111826265622,1.3452051534416953,Iris-versicolor
+103,5.49474989385606,2.7112304952790853,4.298496468465232,1.3674190555579102,Iris-versicolor
+104,6.419023360898777,2.9810545038621523,4.543061258597193,1.5306934381736739,Iris-versicolor
+105,6.6537595821447795,3.0205762538802197,4.65455234819602,1.4713951719541243,Iris-versicolor
+106,4.619892960775313,2.7393934713866015,1.602122303136656,0.16836943767015167,Iris-setosa
+107,5.553129158782337,2.9101465259110766,5.256810759594422,2.1547115387124016,Iris-virginica
+108,6.157893516384218,2.735187651897604,4.205840069384668,1.2447793198766164,Iris-versicolor
+109,5.869368227987373,2.9805541160657314,5.057716985471721,1.7119991860972787,Iris-virginica
+110,6.59255904532942,3.4190880513877273,6.121261732804339,2.4771172563853066,Iris-virginica
+111,6.470005673974243,2.8194212918843027,5.584904368733531,2.221175877950614,Iris-virginica
+112,6.171958059260529,2.4727901033733763,5.105311145493412,1.748647279324823,Iris-virginica
+113,4.758002183204743,3.1594171279635335,1.4809675067528825,0.21479184335204124,Iris-setosa
+114,7.4239378023437705,2.9134211334469295,6.333107502911798,2.3030103153844053,Iris-virginica
+115,4.864459693019993,3.2602089013180193,1.1782070889490681,0.2070695501791354,Iris-setosa
+116,5.836340342400756,2.95408054567031,4.761646271579879,0.4128478642807729,Iris-virginica
+117,6.40572661225465,2.2921368877578887,4.65127288937939,1.4840984283604595,Iris-versicolor
+118,6.965333664909309,2.9917422420949733,5.997254102539096,2.162252512838259,Iris-virginica
+119,5.194434879297761,2.5576385930498056,3.549702421611487,1.0579200024965925,Iris-versicolor

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
+0,4.324462854050839,2.5780697200779708,1.186701215478293,0.2599426492768899,Iris-setosa
+1,6.5549705393302435,3.0460964858743487,4.915255137886229,1.9164237653656302,Iris-virginica
+2,6.340035965942298,2.6643390987343922,4.469797465847284,1.325150710354844,Iris-versicolor
+3,7.208540007703967,3.020871350772185,5.611649311999484,1.6966376847655218,Iris-virginica
+4,6.005555188672712,3.533283517970412,5.581075475075207,2.543721244082082,Iris-virginica
+5,6.287522348745767,3.481802332573258,5.779952822484608,2.422847362822341,Iris-virginica
+6,6.244138027811612,3.018666004577746,4.673363906511751,1.9274277312354042,Iris-virginica
+7,7.067151200911776,2.6161300989079526,6.2717818193512125,2.3921090330458856,Iris-virginica
+8,4.909073201959139,3.433701978023447,1.5894455027160646,0.32709942112427326,Iris-setosa
+9,5.693747200446153,2.764916275982335,1.5688133034391205,0.34900562944024965,Iris-setosa
+10,5.633708311014683,2.7513755157630557,4.093366720815943,1.4168637498309755,Iris-versicolor
+11,5.029098600244445,3.0413695680826103,1.6168958512893346,0.2881232219218384,Iris-setosa
+12,6.391493201868789,2.6097584585097025,5.1556234539469195,1.8695198558983661,Iris-virginica
+13,6.739694403057684,3.0260244225266026,5.377856613076743,1.7482678886581413,Iris-virginica
+14,5.187763622896297,2.339874323138048,2.7947420910709395,1.1495347398677975,Iris-versicolor
+15,5.204830919700109,3.185434222206161,1.3778340410633327,1.400493116659181,Iris-setosa
+16,6.901823454751106,2.56966416991941,5.920514470133134,1.817157442348943,Iris-virginica
+17,5.586723434430205,3.0748418378641165,4.272194360226772,0.950406228732029,Iris-versicolor
+18,6.311209651538152,3.1398119029921596,5.501560596288744,2.2830963203016923,Iris-virginica
+19,4.492710297317685,3.0161748742633696,1.603625463403228,0.30998384432355935,Iris-setosa
+20,6.207109772262666,2.7142666435048417,5.278465857839362,2.17861113483604,Iris-virginica
+21,7.158993695170134,2.7968477266991543,5.767090738820498,1.7581403252723433,Iris-virginica
+22,5.616438434436088,2.570763505463937,4.25529496953412,1.4473416994375983,Iris-versicolor
+23,4.807634774521407,2.8944104559448975,1.4645070512757683,0.32982523173838785,Iris-setosa
+24,6.435638649096531,3.819269758521512,5.578016909753626,2.228401082172757,Iris-virginica
+25,4.85981630745152,3.625320478074932,1.3597595830253733,0.21491069307761285,Iris-setosa
+26,5.994228978593411,3.053236810600406,4.248733795754135,1.4534605071412503,Iris-versicolor
+27,4.762275066928864,3.0154063306103605,1.3214550178818565,0.04861429105471654,Iris-setosa
+28,4.881376089137606,3.151865681718893,1.3963053856266117,1.0937858216485572,Iris-setosa
+29,6.754146613265811,2.9708208444384376,5.43240710631335,2.023764129211091,Iris-virginica
+30,5.9501716140186565,2.8457188476793664,4.1393410941362045,1.5721352203771073,Iris-versicolor
+31,5.695636341505135,2.9497650570782783,4.265269148407429,1.3116706291169051,Iris-versicolor
+32,4.5040904126947074,2.9743632903821275,1.3884209610842138,0.25262788406649095,Iris-setosa
+33,6.17189406191166,2.5555691313841598,4.815712582554004,2.130717160842153,Iris-virginica
+34,6.569831447067769,3.2931549446890553,5.646294705931885,2.6273913898718986,Iris-virginica
+35,5.832599552393385,2.904007091872732,4.747793982334417,1.7456518249494226,Iris-versicolor
+36,5.597539492036078,2.9836600042236507,4.368748340821188,1.1779238328757065,Iris-versicolor
+37,5.068144345781134,3.7551611755631784,1.697359803629013,0.2741507623835979,Iris-setosa
+38,6.974448761471903,3.197067420114356,5.73732307057201,1.6358953713685171,Iris-virginica
+39,6.49786837053944,2.705045347337012,5.02904133884391,1.7675162955283978,Iris-virginica
+40,4.735271072126707,2.993439050335217,1.5987206731252999,0.14356384432706526,Iris-setosa
+41,5.4433424842783,2.9359926923065633,4.08655860162681,1.5382537620993906,Iris-versicolor
+42,6.031710883941076,2.596864843121909,3.769040481784868,1.2987220212189616,Iris-versicolor
+43,5.946217311711977,2.3698728238175124,4.03474049225557,1.1356387152310323,Iris-versicolor
+44,5.913586874049541,2.4350222327989464,3.8033694912559652,1.2160718537659534,Iris-versicolor
+45,5.555714027949886,2.984711488501101,4.8992391583383625,1.5786076342359956,Iris-virginica
+46,6.1743063790078745,2.9507715677115884,5.1014560191882055,1.8395042878107333,Iris-virginica
+47,6.434953025560189,2.9288861188009334,5.183676268807729,1.9617374681142126,Iris-virginica
+48,4.64314113029595,3.7818558067395145,1.351347428175952,0.32630427107824883,Iris-setosa
+49,6.83313848956675,3.1085716782792705,5.750809835296341,2.0003009657307236,Iris-virginica
+50,6.41464467334533,3.5173161750014015,5.609329973013658,2.4807759576467663,Iris-virginica
+51,5.373789068582131,2.525566341176982,4.173674558916219,1.0206097036247512,Iris-versicolor
+52,5.22340465447461,2.7514011396939617,4.2307199653344165,1.2938202098165663,Iris-versicolor
+53,5.65315762483355,2.9745834862769875,4.166313846830904,1.2632930517050136,Iris-versicolor
+54,5.915298476843633,2.7355634948040053,4.8383484572396,1.9497733579056784,Iris-virginica
+55,8.083297956572496,2.486763677797169,6.475990571666602,1.8771114040183214,Iris-virginica
+56,5.512487893972553,2.5981997033463684,3.4362669533028996,1.0653772971748037,Iris-versicolor
+57,6.278912825954515,2.7658017998915003,4.620537190453365,1.4921573577827105,Iris-versicolor
+58,6.998989422550988,3.0726520389124383,5.797483993812955,2.1971943923436728,Iris-virginica
+59,4.190760585254751,3.015405449050654,1.1855976849637808,0.1534611565114626,Iris-setosa
+60,4.764670805547157,3.5206137776429527,1.5487430460171692,0.2664592180793278,Iris-setosa
+61,6.129224285342667,2.7985130365448594,4.887361697323766,1.3317776144019384,Iris-versicolor
+62,5.515346333779472,2.798071149878063,4.278131418911833,1.3015672976747168,Iris-versicolor
+63,5.953929721005936,2.6771203190563257,4.0369733915536,1.200062592556599,Iris-versicolor
+64,5.328485187468965,2.9797183801219953,4.339840359008128,1.4549032061274179,Iris-versicolor
+65,5.129113839305573,3.80166222366777,1.4433790833331055,0.15387883314618087,Iris-setosa
+66,5.654844457467234,2.5917938070432416,4.662816927046473,1.6778469183475229,Iris-virginica
+67,4.7030857499063154,2.9961212421877073,1.5550706028840626,0.25097163199396055,Iris-setosa
+68,7.69409639807318,2.967408096221165,5.765373593980179,1.4726765873766208,Iris-versicolor
+69,5.397735773233161,2.70540871342158,3.7283166465606525,1.243876380265372,Iris-versicolor
+70,7.3325395066028385,2.959335431467116,6.437817057457211,2.1231922380377366,Iris-virginica
+71,6.1868105197271674,2.8868514881853105,4.5428273472493546,1.5899013198588894,Iris-virginica
+72,6.585286154745595,3.199296408281483,5.3052688379596775,2.459289382184612,Iris-virginica
+73,5.4888618702758585,2.8264699139886247,5.110147459433644,0.4040881245906796,Iris-setosa
+74,4.487937240589277,2.944234291747897,1.254975541687351,0.18449564168065508,Iris-setosa
+75,4.559124134233637,3.221405965889233,1.146759592364359,0.10116079392668786,Iris-setosa
+76,5.350226717124023,2.8748490298084755,4.71496530405236,1.6253182921562703,Iris-virginica
+77,6.283079816956801,2.9391168380429793,4.789186359147668,1.6712587745000789,Iris-virginica
+78,5.13302607680279,3.6218838849384816,1.6497512759562225,0.5080346449526949,Iris-setosa
+79,4.73239482265012,3.2489011199727513,1.4038748184218117,0.2927047284988035,Iris-setosa
+80,5.469861994499312,2.7018544548077688,4.468567572663358,1.5920380454768313,Iris-versicolor
+81,5.202585454268316,3.4096254293559216,1.9419622483729864,0.4695362154029936,Iris-setosa
+82,4.839085451654587,3.0847810805485576,1.4359552072293453,0.18375159706392835,Iris-setosa
+83,5.765106829918331,3.009512616628305,3.697352894965915,1.2316165290108605,Iris-versicolor
+84,5.011973308531458,3.811073630617299,1.6460553484751888,0.3330381987872443,Iris-setosa
+85,4.609276952426747,3.007535926381481,1.3726441706226153,0.05752672998468489,Iris-setosa
+86,5.650207209904859,3.0299253656052283,1.636950098950485,0.28577657776985477,Iris-setosa
+87,6.55351912657054,3.341658699015513,5.66979716906188,2.29010693720899,Iris-virginica
+88,6.994953331222112,2.6537274559560338,5.419690864017749,1.869071776641448,Iris-virginica
+89,5.044202619837679,2.56629388312624,4.083082459710954,1.2548550963811953,Iris-versicolor
+90,5.792209818586143,2.3989136143436154,4.327703196722187,1.483624879479767,Iris-versicolor
+91,6.57280949675988,2.8343683335743575,4.44817246348753,1.3966916938152276,Iris-versicolor
+92,6.56196004559865,2.828018885750754,5.658706357912603,2.0167377289184216,Iris-virginica
+93,5.690657463862838,2.574893877612527,4.298583878464301,1.3782908424652918,Iris-versicolor
+94,4.448072440585019,2.7597584876908936,1.5644754839141977,0.265516164838693,Iris-setosa
+95,5.485112405609996,3.008600001285112,1.2616577870304853,1.2848059669586838,Iris-setosa
+96,5.0990623490539315,3.9755680985416646,1.6138080957229148,0.2189584576020946,Iris-setosa
+97,5.955390033397417,2.6595952757042927,5.592922753095914,1.7138284567464983,Iris-virginica
+98,6.478222342345613,3.091494439375745,5.239563758962299,1.9567765490374547,Iris-virginica
+99,4.035652920755429,2.7974199102877573,1.1596105614444487,0.08356968999433106,Iris-setosa
+100,6.518253197116185,2.788518980375302,4.487158422019785,1.5883976707420413,Iris-versicolor
+101,5.273612618323814,3.949018364877833,1.5995860928198362,0.3086583221298845,Iris-setosa
+102,5.729974118235863,2.9144211431276394,4.732409458369124,1.707837108167767,Iris-versicolor
+103,7.2454099428794425,3.078369430736054,6.119742831281073,2.1595312163542038,Iris-virginica
+104,5.778079216335137,3.0085425704947073,5.1697507168586725,1.7244369671831978,Iris-versicolor
+105,5.086675843984162,3.1994784681104114,1.2813331999908681,0.14730844063714352,Iris-setosa
+106,6.886397710888216,3.1250855952203778,5.0185117303322,1.4497982228946364,Iris-versicolor
+107,5.44612104321824,3.3657864745259527,1.8960687000804426,0.46031550528970766,Iris-setosa
+108,6.605279291752508,3.053136063686788,5.636076582727033,1.9574117155495054,Iris-virginica
+109,4.854182886618615,3.3348223490697464,1.5498821018979838,0.11666542508039338,Iris-setosa
+110,5.979389943151804,2.681709577141695,4.014606941803266,1.1639549629074242,Iris-versicolor
+111,5.386717483712127,2.993593031322356,4.125085352515945,1.1672471744098012,Iris-versicolor
+112,5.096724226163856,3.352245362412788,1.4231066072912508,0.23049304466007386,Iris-setosa
+113,7.225414613970756,3.43470282578384,6.215260741026583,2.552113056729682,Iris-virginica
+114,5.099876891475065,2.843591697588935,1.7747761422511599,0.3543927018804404,Iris-setosa
+115,5.452197231577148,2.7281515991287604,4.1879137310431505,1.4880101947271822,Iris-versicolor
+116,6.441497922424064,2.828689261498886,5.183297004882834,2.139934506661234,Iris-virginica
+117,6.314536406166407,3.270003255174477,5.102116345302624,1.633042495261025,Iris-virginica
+118,6.9425300157067005,2.5112542720794075,5.256763359417442,1.9656294363278808,Iris-virginica
+119,4.3737082545758525,2.989273532010202,1.7854185876252182,0.22236116940535405,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