a

iris/tvae/1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.103975776429448,2.8520457246584203,3.9915521271393306,1.331141833775319,Iris-versicolor
+1,5.1859022570986335,2.27095871920932,3.615139682294842,1.184634876725407,Iris-versicolor
+2,6.4609143188279,2.837399882191661,5.042019535250758,1.8108731001947431,Iris-virginica
+3,5.832420586737966,3.283653910401967,4.512708105814057,1.4494017118749931,Iris-versicolor
+4,5.374792183658703,2.7049104855718,1.2731583436810996,1.3082908233322486,Iris-setosa
+5,4.452085120210458,2.9512479980597566,1.1767275813589584,0.1939974582499871,Iris-setosa
+6,5.342045290960275,2.2063765120067536,3.7568550474920746,1.2053425638127426,Iris-versicolor
+7,5.820139563283689,3.0180803046979,4.2943957708978155,1.1432110369299562,Iris-versicolor
+8,5.36851687982957,3.617108007995091,1.3370656485832233,0.31138914503692905,Iris-setosa
+9,6.005914537102957,2.789759516719371,4.495223219509575,1.5488577870827074,Iris-virginica
+10,6.135139325620715,2.8393849975120364,5.43187468655407,2.177656518979662,Iris-virginica
+11,7.589715832524683,3.1515185543750124,6.10448394829592,1.9333991305013325,Iris-virginica
+12,5.163139459567147,3.183959839085776,1.4753827959035932,0.2721398175410766,Iris-setosa
+13,6.011384114821759,3.0262714794290213,4.5208673131736825,1.4927715874967824,Iris-versicolor
+14,6.543321873698273,2.992661924270137,5.550745066565147,2.1869436596920955,Iris-virginica
+15,6.0601568129406465,3.063108163028153,5.344526177248121,2.148076658405471,Iris-virginica
+16,7.006209661898035,3.1185578966280154,4.57447186802189,1.5726227543014368,Iris-versicolor
+17,4.975208594464377,2.9221445173993446,1.1736331525295918,0.918942368526495,Iris-setosa
+18,6.3055089337251315,2.899996725938897,4.421588711400638,1.5496412687395293,Iris-virginica
+19,6.631956107834253,2.774636605842714,5.6788976009135785,1.9612033783658125,Iris-virginica
+20,6.48818638071217,2.6186669668066673,5.196703606089143,1.6169106575806502,Iris-virginica
+21,4.522470787821549,3.2337499950029587,1.3525911938992268,0.15787605076183753,Iris-setosa
+22,6.397225266379024,2.8331872227146393,4.666981003792512,1.3007271026660785,Iris-virginica
+23,5.833463111726219,2.8405971689891767,5.0726330510535185,1.7242099817755525,Iris-virginica
+24,6.728003420486029,3.297224823055327,4.665782701692628,1.7179589607481782,Iris-virginica
+25,6.1726633256885695,3.4643837813216605,5.662211027510512,2.1330669869938568,Iris-virginica
+26,6.571010833944522,3.0809398677512503,5.759400888271437,2.1560476829094632,Iris-virginica
+27,4.548432268724796,3.674172647527385,1.3649521914434615,0.28022802435635064,Iris-setosa
+28,5.698832911604126,2.681147442210442,1.2400734532877,1.5241940539444638,Iris-versicolor
+29,6.019748636534132,2.7140675982146427,5.315188861677856,1.7538944747595082,Iris-virginica
+30,4.725171406214063,3.2057667739736346,1.6195684522303055,0.2509447158009167,Iris-setosa
+31,6.027045132465932,3.2894178585241325,4.3411708772533615,2.1125068069955835,Iris-virginica
+32,5.423255468867541,2.666188932030026,4.746944137131352,1.166139036601695,Iris-versicolor
+33,5.893027915824059,2.939419261115438,5.421402567979479,2.029913812375319,Iris-virginica
+34,7.903927576760037,3.6071108428793703,6.70440156009741,2.0956620408987914,Iris-virginica
+35,4.639353975064484,2.747120241324584,1.2659925827904364,0.14172349687235036,Iris-setosa
+36,5.197162864299448,3.4222866135192715,1.4152087212425435,0.2698628247001092,Iris-setosa
+37,6.571151302751311,2.6602984955687243,4.878981101597662,1.7653513009600976,Iris-versicolor
+38,4.847584780818657,3.413630295969325,1.1804846764722923,0.5055653995056503,Iris-setosa
+39,6.431822460846077,3.2259914830495338,6.059870609911059,2.5231780392899794,Iris-virginica
+40,5.535158490918148,2.3133319928325906,3.660301544667422,1.0105774909122922,Iris-versicolor
+41,6.6885402833929755,3.5936226393041952,6.14576917568428,2.0185576460430346,Iris-virginica
+42,4.847300055802493,3.409234202426679,1.334031406522405,0.2710271460862996,Iris-setosa
+43,6.203324673674551,2.8633153228728783,5.4371263238399665,2.0978554140793526,Iris-virginica
+44,6.888671720182209,2.8535827555737994,5.898999465020504,1.8017172478597405,Iris-virginica
+45,4.914307295985969,3.266705994871321,1.4834685129741936,0.23719944015848327,Iris-setosa
+46,5.5396792944194075,2.86409551317248,4.330028515923278,1.5122182307586265,Iris-versicolor
+47,4.867234110195117,2.703797527852667,1.5140881527044459,0.20385680080830948,Iris-setosa
+48,6.034862120900263,3.2090439198322795,4.914882222823507,1.4478075086185742,Iris-versicolor
+49,4.785129045105483,3.254734670388539,1.5563591202386937,0.20783339765259812,Iris-setosa
+50,4.7397703387768875,3.5259726755174903,1.4405898036792026,0.14325367705689188,Iris-setosa
+51,5.133438334484856,3.5755373379982816,1.446432535843065,0.24820536757482287,Iris-setosa
+52,5.218322041193451,2.912761557882385,4.8689632641951,1.3334850677082726,Iris-versicolor
+53,4.522490328599046,2.965376995253212,1.313889659654455,0.17710966902605796,Iris-setosa
+54,6.056863184341634,2.687026746926599,4.572727474349468,1.752890154382717,Iris-versicolor
+55,6.150231163412534,2.951437514241443,5.021169672071215,1.6742275692594473,Iris-versicolor
+56,4.858992613303936,2.6935633363085407,1.2620333091737441,0.17467370537113253,Iris-versicolor
+57,6.578262194012259,2.7332774571287923,5.351889902460318,1.6961348562984557,Iris-virginica
+58,4.921245486207851,2.272894828362244,3.4634072049467006,1.3036171891690485,Iris-versicolor
+59,5.11006736911131,3.2599271671318424,1.4920202538229657,0.328009081536916,Iris-setosa
+60,6.652320359292904,2.934980303127995,5.20867356088918,2.0269496179661335,Iris-virginica
+61,4.897288235000607,2.8047920651612928,5.137955111354596,1.6265961298729523,Iris-setosa
+62,6.0829802186103485,2.6682958826610506,5.2911998609261435,1.579835764079225,Iris-virginica
+63,4.939971346931328,2.720828557042439,1.359561351437008,0.24821801339214133,Iris-setosa
+64,6.196649182838506,2.916614718128929,5.113768108018784,1.6169203559625407,Iris-virginica
+65,4.513248484100044,2.7240188709588393,1.4141424692212359,0.26409623794032305,Iris-setosa
+66,4.8657428527756315,2.7761371805627433,4.501994829044121,1.7814248815798288,Iris-virginica
+67,6.896936712958797,3.58121694906613,5.57360932512783,2.056983391873296,Iris-virginica
+68,4.6829601363894255,2.44951270694952,1.5027689154003285,0.037008393978967546,Iris-setosa
+69,5.219367899651221,2.627771841766047,2.6012206269729408,1.2504669547303153,Iris-versicolor
+70,6.1337196943536245,2.660220545833093,4.580510779158961,1.4977880786873046,Iris-versicolor
+71,5.471501071463334,3.9926871827959562,1.5827962808057672,0.3297929086890297,Iris-setosa
+72,5.400065587864661,2.3252604973689808,3.328654572603508,1.3035727166450668,Iris-versicolor
+73,6.532480726069149,2.691784021107592,5.258230320896838,1.8276284725831216,Iris-virginica
+74,6.121360198924832,2.8843461748928405,4.7653364481154,1.5025283468749104,Iris-virginica
+75,4.686358856931598,3.229817627092395,1.5503387889980766,0.2268773697791117,Iris-setosa
+76,5.501256157128912,2.7401094879385,3.9978657336824934,1.3402579952680833,Iris-versicolor
+77,4.970269985601412,3.1027979571888378,4.742218418675357,1.671579207605075,Iris-virginica
+78,5.913853117068795,3.270188208156117,4.762055609760853,1.7406152616827992,Iris-virginica
+79,6.334859052874838,3.0701460612251426,5.040782696273033,1.630475618672936,Iris-virginica
+80,5.576431007283375,2.5470764707761573,3.8522724594273994,1.1697757700840272,Iris-versicolor
+81,6.344227377910562,2.987215835626327,5.133439593664586,2.043662801471177,Iris-virginica
+82,6.638208814010076,3.206419969971432,5.458676877998679,2.0051562944068437,Iris-virginica
+83,5.720189144958249,2.8907302743149472,4.330071015593159,1.5584852260394157,Iris-versicolor
+84,6.199057184181811,2.8066094765752903,3.831534996567827,1.4692724850504018,Iris-versicolor
+85,6.350692481667562,2.3996959797226616,4.927327629746514,1.6960577611917103,Iris-virginica
+86,6.905800386917768,3.326731684038995,5.6683895164030185,2.3923193915387344,Iris-virginica
+87,6.743867540540035,2.847552331426115,5.6947855397612885,1.414939629029838,Iris-versicolor
+88,5.8726904119506225,3.023997740798145,4.51120109454123,1.4822468077297906,Iris-versicolor
+89,5.522734982179595,3.3289949406677555,1.60282051397887,0.30284384930176084,Iris-setosa
+90,5.6585199048949715,2.805614200956326,4.179975803899809,1.0143880146679207,Iris-versicolor
+91,5.9900630618072785,2.8659028705517224,4.007746860425917,1.440360180391447,Iris-versicolor
+92,4.504377353755852,3.2816944821327945,1.5869519842258974,0.098556998671468,Iris-setosa
+93,7.39556151689788,2.989948800553628,5.713668850752716,2.007398584475797,Iris-virginica
+94,6.385253541505181,2.9152057552783854,4.736655498957331,2.2633839555435507,Iris-virginica
+95,6.407326373008154,2.9175531063828823,5.45419573645587,2.2747390779627423,Iris-virginica
+96,4.827171382780274,2.930766077354854,1.1030866410377196,0.14861818363081453,Iris-setosa
+97,5.169587361330924,3.2660775750127944,1.512753473823628,0.07833596330461895,Iris-setosa
+98,6.6439364761579585,3.464626929570275,4.478938370339957,1.4778602703552945,Iris-versicolor
+99,6.321917981023042,2.9329848552867355,4.965096708412412,1.3662273751340595,Iris-versicolor
+100,5.935887582075366,2.6709968342089034,4.61567386989611,1.196481354007636,Iris-versicolor
+101,6.2073092726349355,2.690808787065381,4.965461206551121,1.6025597615978158,Iris-virginica
+102,5.732606583319255,2.765250833340238,4.952380283118229,1.9884621673009528,Iris-virginica
+103,7.007412711660753,3.163316614128686,5.359454273724512,2.0118546885308106,Iris-virginica
+104,4.645724243681811,2.4656880356249125,4.115431533889241,1.3137970418511413,Iris-versicolor
+105,6.481562647626837,2.7301080418286054,5.167485306802093,2.0950182936594395,Iris-virginica
+106,6.330944200302147,3.0046879791479726,4.639762177370797,1.346186267373505,Iris-versicolor
+107,4.935689614855617,3.3185290727722783,1.4848672951457793,0.15556139415449582,Iris-setosa
+108,7.641265131988256,2.8015259277488007,6.419240845740118,1.538673684397563,Iris-virginica
+109,6.531249871800338,2.834744026872118,4.993320725013178,1.6198674381362346,Iris-versicolor
+110,5.866545061974598,2.6169685681903085,4.3546712826517995,1.140113878625452,Iris-versicolor
+111,6.8421071828364495,3.1524688736878534,5.35602206258156,2.2154538337043794,Iris-virginica
+112,5.923562734118244,2.8086022185104222,5.1521595507757505,1.5331643240312738,Iris-virginica
+113,4.714340357019815,2.892242568113206,1.2100125576903784,0.1268975551737907,Iris-setosa
+114,5.514880172471065,3.8667812319357964,1.3867873367691315,0.548569067925857,Iris-setosa
+115,7.13717898411427,3.0289745072858354,5.204700571928251,1.8992229922703199,Iris-virginica
+116,4.66584258820611,3.217410990194361,1.1695501328472488,0.31731130459685647,Iris-setosa
+117,5.950653538204013,2.5062210816386927,4.418597206961592,1.376149315220393,Iris-versicolor
+118,5.228745500980203,3.3157072318509915,1.3591974906250364,0.35579778573915544,Iris-setosa
+119,5.1078382443881045,3.1103150240731527,4.897878364508127,1.69187482506519,Iris-versicolor

iris/tvae/1/0/test.csv

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

iris/tvae/1/0/train.csv

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

iris/tvae/1/0/val.csv

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

iris/tvae/1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.067630383477973,3.037049910731426,4.483284052848204,1.352292519603397,Iris-versicolor
+1,6.1364064838416725,2.7866082463508604,4.672487940881807,1.653441870332095,Iris-versicolor
+2,4.867432557949705,3.690618552508231,1.5441093631631628,0.12218734618699417,Iris-setosa
+3,6.274854701489975,3.310267292590108,4.3477511895519525,1.5598059799611605,Iris-versicolor
+4,7.004116271553021,2.5175734629917565,4.9769566790069915,1.6485408377305635,Iris-virginica
+5,5.483912223620611,3.1409094002906635,5.431800711578872,1.8258170132019498,Iris-virginica
+6,6.369938631729852,2.9834508326693556,4.144600745409988,1.255125602567717,Iris-versicolor
+7,7.16607396847847,3.0712016783469926,5.42356011950011,1.338863270592826,Iris-virginica
+8,4.810864170461759,2.4319247604878615,1.7479012240634446,0.1522883749210439,Iris-setosa
+9,4.895052276003433,3.7890665062917783,1.3346472824954017,0.31466613327779913,Iris-setosa
+10,5.110982488929505,2.914432178894749,4.438078019627441,1.5479698980678633,Iris-versicolor
+11,4.757839057868262,2.8377478001576497,4.49912519809782,1.4416233224789825,Iris-versicolor
+12,6.174336748673253,2.6061703546841106,4.137242892598039,1.7224260947684067,Iris-virginica
+13,6.69634252424504,2.929360904934873,5.598677306796096,1.6363574532655853,Iris-virginica
+14,4.798046167017864,3.619543708463768,1.542273604401286,0.4177968656030385,Iris-setosa
+15,4.700616986359989,3.176398767981985,1.2279387246891251,0.29224366113082306,Iris-setosa
+16,5.002477497064723,3.1831404517102078,5.29741065900313,1.8964668552459563,Iris-setosa
+17,6.793465187094396,2.8454676867912094,5.95537687140428,1.8794880187001413,Iris-virginica
+18,4.648184387341894,3.2136863044858592,1.4659975270833512,0.05065601521196836,Iris-setosa
+19,5.970953416057355,3.056772829637654,4.541054559374573,1.6217520518908395,Iris-versicolor
+20,5.800266896157484,2.838066344964889,4.8496226843202885,1.7502474316287457,Iris-virginica
+21,6.207781879171788,2.8902522373999586,4.375336705643793,1.6003378876117487,Iris-virginica
+22,6.207943178878427,3.017199081504362,5.256116941272554,1.713157624214122,Iris-virginica
+23,7.096194357597201,3.5292826340233128,5.838989586643889,2.117266447675166,Iris-virginica
+24,4.888760205705969,3.50591414032903,1.5321197584342552,0.3027456545144107,Iris-setosa
+25,6.495115329446678,2.9555374146442555,5.445547696340171,1.6286308615932505,Iris-virginica
+26,5.202837450870191,3.4707311642976517,1.4643486180354812,0.3183448816214869,Iris-setosa
+27,5.2417836142029,2.714573405378375,4.2381195954678805,1.2307463774252396,Iris-versicolor
+28,6.259049302769704,3.192587456304917,5.490663522097013,2.0613694789587482,Iris-virginica
+29,4.77687242432232,3.3313949393670796,1.464259067053025,0.17476441400112633,Iris-setosa
+30,5.27376950162407,3.671631680584336,1.6133464066276182,0.2706913423528363,Iris-setosa
+31,6.7672099020153595,2.913181494464579,6.252320597616709,2.584221220609439,Iris-virginica
+32,5.121318057499779,2.4793812195341647,3.533685164003428,0.9348827956473947,Iris-versicolor
+33,6.154565472970822,3.361885465810484,4.816796180094967,1.5394873068199777,Iris-versicolor
+34,4.948116252825588,4.088022784976945,1.4046549093006317,0.26975546480423795,Iris-setosa
+35,6.087995580183134,2.85910329395884,5.015789459914221,2.196827474515771,Iris-virginica
+36,4.98568707988968,2.97892629102866,1.3274423840099998,0.21454067547724406,Iris-virginica
+37,6.177121574448981,2.5695228260027503,4.147588799910353,1.2647641985776548,Iris-versicolor
+38,6.733838746770994,2.9555591170552447,4.478863021746185,1.3789852157127784,Iris-versicolor
+39,5.081170170536589,1.6981240492932002,3.139221339712293,1.3530427633718405,Iris-versicolor
+40,5.1793817235087545,3.1999188928134337,1.3765374111034396,0.19913469269205403,Iris-setosa
+41,4.611064962831961,3.061268106597184,1.4356801196622884,0.2531571838445392,Iris-setosa
+42,4.9538877391844505,3.0389009672143175,4.704285707960897,1.6732293828055422,Iris-versicolor
+43,6.167070887917631,2.7988599141972665,5.37637222259883,2.323134515718746,Iris-virginica
+44,4.734322144493352,3.5310901984978478,1.506121565732592,0.2766712270463469,Iris-setosa
+45,6.651920639076081,2.9526690518437024,5.295969363745517,1.6394206871604116,Iris-virginica
+46,6.509928937134736,3.134794556134567,5.411211314213894,1.6365498331961932,Iris-virginica
+47,5.044281798028997,3.2025473029515883,1.4617324805757839,0.15750292397254695,Iris-setosa
+48,5.585299328830319,3.9847667525988903,1.3614018288433898,0.35161870847152416,Iris-setosa
+49,4.694182384961614,2.6595482574604836,1.4055576841764033,0.21674114486072799,Iris-setosa
+50,6.887316499310684,2.7963092988339726,5.348806627437191,1.7305006020156009,Iris-virginica
+51,5.718553798276278,3.1213056204267438,4.7022519452394445,1.8109196072039135,Iris-versicolor
+52,6.236215529095153,3.3107691736743488,5.358391438318859,1.9572139610088335,Iris-virginica
+53,5.710043042799904,2.8569317459304253,4.158704222259222,1.2801843463431557,Iris-versicolor
+54,5.895392857513542,2.485165438316269,3.835113332375169,0.9333678743781356,Iris-versicolor
+55,6.435209861413717,2.8139285101754137,5.052011001373436,1.4897916036184233,Iris-virginica
+56,6.64587686834753,3.2695229883307007,4.6406097542078015,1.2555104629744271,Iris-versicolor
+57,5.777834704773581,2.9149329034845417,5.0566319838406395,1.6709574736985073,Iris-versicolor
+58,5.733924232480024,3.089814761867639,4.303293100312402,1.3969084316048437,Iris-versicolor
+59,4.816629469168868,3.1350759536746784,1.6048612714887716,0.0925809139814279,Iris-setosa
+60,5.926671144842595,2.6156449638640087,5.276558525037529,1.5798276308888723,Iris-virginica
+61,4.766207636840145,2.9336584875742395,1.0985621768621685,1.6596385804695222,Iris-setosa
+62,5.125044087971195,3.4684475326552473,1.3788980601123033,0.20111322725246433,Iris-setosa
+63,5.498633117463205,2.997659623451496,4.01982725785635,1.158001151196842,Iris-versicolor
+64,5.003957578021333,3.7861846328619264,1.4680394137461992,0.4479493373220155,Iris-setosa
+65,6.262485330316384,2.783507070743055,5.164159149434265,1.566918224242447,Iris-versicolor
+66,5.12764685552559,3.4395521827278737,1.4681649349873949,0.18704308006324638,Iris-setosa
+67,6.293546235911713,2.7990550238956557,4.077718757441633,1.3637212761390332,Iris-versicolor
+68,6.354576132220206,2.9504143517197936,4.908938845886495,1.6030072639145347,Iris-virginica
+69,5.943252942537802,2.860837977700846,4.510899670603006,1.4918573697802673,Iris-versicolor
+70,6.017676578782992,3.073507879028997,4.78382064421383,1.5737786382743477,Iris-versicolor
+71,5.927382748930885,3.0396481350400446,4.825297283436354,1.7397596563965707,Iris-versicolor
+72,4.277021421583255,2.7972567942894555,1.536285349130692,0.1406910273207204,Iris-setosa
+73,6.52675549009036,3.0311265739655835,5.056789625253257,1.663840866090523,Iris-virginica
+74,5.636207427279161,3.1712574082446587,5.5766263917347025,1.6157457469640895,Iris-versicolor
+75,5.593400028809593,2.1952255807230006,3.9635703276407614,1.1376439969305645,Iris-versicolor
+76,6.4522226418316775,3.3113954387171622,5.789008405969601,2.386930545120273,Iris-virginica
+77,4.6866373648391715,3.1417312017976657,1.4196083254504979,0.1931219800497701,Iris-setosa
+78,6.0534952390051435,3.115991958087991,4.85704873238693,2.2081054438881798,Iris-virginica
+79,4.750600674853255,2.8885043024186388,1.078949856566201,1.655234287568502,Iris-versicolor
+80,5.038340267917374,2.560671263621783,3.997561539904871,1.3697990484761002,Iris-versicolor
+81,5.0593022445105005,3.3491858488488626,1.343774469757549,0.11527287600653305,Iris-setosa
+82,7.0234250627202,2.848910572338947,5.844078366859454,1.9190451509728224,Iris-virginica
+83,6.27824024549456,3.286378341256897,4.415387799140385,1.7183674951498318,Iris-versicolor
+84,5.056396987954163,2.690949726556802,5.143286900441457,1.7137032307708038,Iris-virginica
+85,5.41336310561442,3.0994474038908573,1.6160519587566822,0.35038300748318596,Iris-setosa
+86,6.106853304465298,2.5114553236815165,4.161279712422715,1.232461675697205,Iris-versicolor
+87,5.285386672173606,3.211076832431592,1.6765294074204076,0.30874105751389275,Iris-setosa
+88,6.3141632799464915,2.6219173931300217,4.321021131933488,1.3353684782467816,Iris-versicolor
+89,5.313399714990064,4.056084350276891,1.6376899056359986,0.2859627490058797,Iris-setosa
+90,6.409526933454175,2.810903940618127,4.6817182476598225,1.4403816948890826,Iris-versicolor
+91,5.979260557806134,2.6508231437734695,5.4596213599023855,2.296701642272402,Iris-virginica
+92,4.72831750553029,3.2804757658591,1.2792846344353135,0.23080822070103907,Iris-setosa
+93,7.122010006022334,2.713143861261904,5.975723059157648,1.7843564136572652,Iris-virginica
+94,6.576625432955919,2.635657182800513,5.692968247651035,1.8854173191584134,Iris-virginica
+95,6.667834405326634,3.076655860308169,5.154018617650396,1.645267093512127,Iris-virginica
+96,6.868396110453241,3.16007071165768,4.580542531207962,1.4426120035886347,Iris-versicolor
+97,4.8972981951243595,2.3683760601247656,1.231611449527458,0.14680293195525013,Iris-setosa
+98,5.56209828560151,3.29426129108438,4.165827854053163,1.3988252003258996,Iris-versicolor
+99,6.183652428184906,2.944092366782685,4.161039987990732,1.4398115847315325,Iris-versicolor
+100,5.065309572390989,3.3589782551519196,1.3865124901140018,0.24918782236805612,Iris-setosa
+101,5.273029434857358,3.513052917358416,1.6210339313412832,0.1411450997082413,Iris-setosa
+102,6.562081007019257,3.358747879137102,5.372827400400985,2.2178506503084074,Iris-virginica
+103,4.4153431303311725,2.686924196246272,1.3509066120796398,0.2035282448487007,Iris-setosa
+104,4.530327317394345,2.887237282823457,1.4594142224799491,0.22335330452548605,Iris-setosa
+105,6.499085132137392,3.3177755260097395,5.156691392338966,1.6557968390368558,Iris-virginica
+106,6.049825327303157,2.7024440752654,4.296170319111482,1.4664162670291596,Iris-versicolor
+107,6.438528325860439,2.9740872482104113,4.74441166143579,1.714303846296029,Iris-versicolor
+108,4.97489065734396,3.073628525414143,1.4801132540624613,0.26472883678264364,Iris-setosa
+109,4.890762530649866,3.1083113570116683,1.259110307405433,1.3940514114956386,Iris-setosa
+110,4.485994255160907,3.215970500397663,1.5688118137129374,0.2743132503242316,Iris-setosa
+111,4.967222677419337,3.373732071115144,1.6271502531436703,0.2296360814512361,Iris-setosa
+112,6.686874070023077,3.0512806414641864,4.4114885107654525,1.3256871998631297,Iris-versicolor
+113,4.599126031697091,3.3408203386388418,1.467130019310689,0.26601940365139465,Iris-setosa
+114,5.658692897013794,2.450191825612311,3.6396592524292366,1.0262394121393503,Iris-versicolor
+115,6.184979134104174,2.5532611524334863,4.997032671565504,1.6283666745581005,Iris-virginica
+116,6.166313465293303,2.4422225200002132,6.502401606122739,1.6020670554470617,Iris-virginica
+117,5.683005410866624,2.7191539119327084,4.361336068867064,1.2634143212348303,Iris-versicolor
+118,5.1280400777868795,2.2310513923186335,3.8517320558047206,1.271978660523073,Iris-versicolor
+119,4.976437140351255,2.467363426616216,3.275992064890608,0.9321812064888593,Iris-versicolor

iris/tvae/1/1/test.csv

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

iris/tvae/1/1/train.csv

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

iris/tvae/1/1/val.csv

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

iris/tvae/1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.445445326565633,2.7857362814954145,4.072164344162196,1.608995924001318,Iris-versicolor
+1,5.924794744750911,2.43444489661875,4.311726052838322,1.240169649881426,Iris-versicolor
+2,4.1789315016028645,2.950054461661133,1.1706088422228615,0.14627714216308946,Iris-setosa
+3,6.24513236441045,3.3035926698863483,4.604781017037499,1.712542596583417,Iris-virginica
+4,5.449806091366716,2.9930479871992026,3.935142687709858,1.1967450269223385,Iris-versicolor
+5,4.439917382406871,3.9889137815557945,1.3192864165794895,0.44213548701445726,Iris-setosa
+6,6.084243055760861,3.1208096561309544,4.7649090590502325,1.4939554795714471,Iris-versicolor
+7,6.093615550657239,2.9286048702111236,4.205055505839355,1.4423413280001462,Iris-versicolor
+8,4.653637804481747,3.6513614539336823,1.7935826181943846,0.2729245866453533,Iris-setosa
+9,6.692289718166666,2.9052871548659787,5.436919354296547,2.189960837324767,Iris-virginica
+10,5.100469033540353,3.390708912883981,1.4257103702925475,0.4051072143156431,Iris-setosa
+11,6.381644780581516,2.781152900940427,5.080789614218163,1.8664969439012065,Iris-virginica
+12,4.425289620019095,2.995699586438368,1.3592959982483659,0.29028790876907107,Iris-setosa
+13,4.5223654609901445,3.201526969461302,1.5199023157979796,0.11866368177956427,Iris-setosa
+14,4.4755683521062055,2.7445311093346123,1.4500492661747053,0.18077169293762407,Iris-setosa
+15,6.801809687299504,2.999507269651176,5.850946094487603,1.9667288358415147,Iris-virginica
+16,6.105947143221497,3.1198025306037738,4.226288921953018,1.3731474018835266,Iris-versicolor
+17,4.81776023767348,2.9481112827947697,1.3979278890113562,1.302379888685136,Iris-setosa
+18,5.55472408931454,3.359764368422434,1.3215311232797595,1.157635135958614,Iris-setosa
+19,4.612171798577887,3.829013374415574,1.415487514739434,0.3515474981274829,Iris-setosa
+20,4.209000848208633,2.952137391606014,1.6994882289908317,0.10501841010907084,Iris-setosa
+21,5.123713524774569,2.034941596146301,4.13524669161906,1.0660782448869144,Iris-versicolor
+22,5.571397437594711,2.254838227269562,4.3109810508660935,0.9915957312295466,Iris-versicolor
+23,6.525291820090653,2.768133295789891,5.004399036402295,1.9132004930558297,Iris-virginica
+24,5.002867197370294,3.188020073759844,1.2423972167449084,0.23396414824528516,Iris-setosa
+25,6.192419397839688,3.1252414573397367,4.9789628674982165,2.037421411813561,Iris-virginica
+26,6.025897450093307,2.722393895295577,4.564527795181901,1.5738650044238987,Iris-virginica
+27,5.062750874745146,3.2946093989867626,1.6233894343733541,0.2633801377042323,Iris-setosa
+28,6.947405855872917,3.2673312252247513,5.975201605661468,2.2635968030817457,Iris-virginica
+29,5.555861830957846,2.911950598800071,4.0163835284672,1.2288049796160627,Iris-versicolor
+30,6.179611297797267,3.020020853915582,4.799108006890251,1.5808431857720544,Iris-versicolor
+31,6.274301246997938,2.998620236926224,4.674755192642032,1.5092244972245812,Iris-versicolor
+32,6.41029651568729,3.176112510204029,4.689604242138743,1.5994837014884242,Iris-versicolor
+33,6.063458539534804,2.910745166725056,4.8071446494362124,1.8416726374041206,Iris-virginica
+34,7.050492126431981,2.96642696774195,4.949101680257771,1.652001873002264,Iris-versicolor
+35,6.041210340714601,2.768948386914546,4.914946703567466,1.828019818637946,Iris-virginica
+36,4.791766890512739,3.0777534854610735,1.6020403309046736,0.12665932450632894,Iris-setosa
+37,5.946596138937402,2.83674273371019,3.8497750972522615,1.0487412899585267,Iris-versicolor
+38,5.164210537197995,2.479439923945984,3.6602435583987374,0.9564212411831818,Iris-versicolor
+39,4.640872633638925,2.3416102443522444,1.311360466123288,1.3252812982239974,Iris-setosa
+40,6.935204702618217,3.204824162492619,4.304746872927294,1.5291594556730792,Iris-versicolor
+41,6.624906086796135,2.978495467639597,5.103575526617132,1.3666160940152943,Iris-versicolor
+42,4.47895059541124,2.984310921597086,1.5012397770792307,0.17893135086016948,Iris-setosa
+43,4.582323216237628,3.201634308836789,1.5178005172892655,0.2319962608489109,Iris-setosa
+44,5.824009922902793,2.3557235150723344,5.624029877063158,1.6950944442042994,Iris-virginica
+45,6.530454691851368,2.6627275547924047,5.358013842777433,1.911520980813208,Iris-virginica
+46,5.218361399992084,2.5368109369986644,3.169559501050609,1.4719386330945665,Iris-versicolor
+47,6.769262291137193,3.194432465798955,5.86259245765253,2.4566559827063217,Iris-virginica
+48,7.296473546306697,2.9806839706091317,6.236592331319474,1.674495539305682,Iris-virginica
+49,5.907937767752816,2.5685794123717,4.359016436157183,1.7185644479711846,Iris-virginica
+50,4.361633324884114,2.6795908800098123,1.237774537651875,0.19445879907289024,Iris-setosa
+51,4.894393669999171,2.9450309506381376,1.2803834988406997,0.09800301813282222,Iris-setosa
+52,6.8087024425089915,3.106549849228859,5.713544560314717,1.325959188428514,Iris-virginica
+53,4.63868996303966,3.0969213708606156,1.4696526752071772,0.307374599231849,Iris-setosa
+54,6.9773335218745585,2.8951000396705484,5.036264441283549,1.3850360568621203,Iris-versicolor
+55,5.794410933211659,3.7964725570695164,1.5441365571892158,0.3077471222439497,Iris-setosa
+56,6.137802303867006,3.064626492389817,4.577605587989293,1.5454982525324001,Iris-versicolor
+57,4.825734597119747,3.49315961865111,1.4407466341962756,0.26102061089543804,Iris-setosa
+58,6.569585190891401,3.241660120735979,4.675035655327321,1.3573747047287548,Iris-versicolor
+59,6.317159932677651,2.8162260017832272,4.721333813678474,1.4481261181341174,Iris-versicolor
+60,5.1426696286187665,2.969741721368873,1.642124327570478,0.3421033923960947,Iris-setosa
+61,5.916977131955391,2.567682601046424,4.334736992633592,1.3521941107377295,Iris-versicolor
+62,6.794842602781496,3.499275579316702,5.647749903107868,2.3479420035808007,Iris-virginica
+63,6.757433643947069,3.0587720908621634,4.935744045720868,1.7862045477820883,Iris-virginica
+64,7.2603595208176035,3.2978584021765793,5.64168341852285,1.8499301654296338,Iris-virginica
+65,4.921418039015127,2.2132474476661868,3.4696415595614467,0.9292003205486287,Iris-versicolor
+66,6.368140859213928,2.9275564677319466,4.775180821583561,1.1830835338857215,Iris-versicolor
+67,5.5539491674941805,2.7017275353239714,4.11323187243327,1.230722257196646,Iris-versicolor
+68,5.061805885038299,3.97909121989541,1.6162715222423891,0.3896747390292199,Iris-setosa
+69,5.575969796503414,3.0920669184642056,4.085552939969946,1.2706014027486452,Iris-versicolor
+70,5.5804219191492255,2.9624742741503707,5.10336448093814,1.3473365326673754,Iris-versicolor
+71,5.047923466667426,2.762821213494916,4.527183360061584,1.7979710896929924,Iris-virginica
+72,5.139064867856886,3.3251026112328397,1.7092984552008352,0.21796800787857237,Iris-setosa
+73,6.007436386920784,2.885304008488165,4.270098074535008,1.5962281773886815,Iris-versicolor
+74,4.731744819939277,3.234256688786372,1.6169168793686748,0.2949272565989326,Iris-setosa
+75,6.591523055774993,3.1610803464984243,4.691312037903138,1.7792580287592712,Iris-versicolor
+76,4.245782900415609,3.111871022059721,1.397017904616287,0.186966291857815,Iris-setosa
+77,4.812616065371055,2.752353140441051,1.2932223185509633,0.06206928215019847,Iris-setosa
+78,5.385003715056723,2.9102646586439604,3.9838395316355495,1.2618205074196536,Iris-versicolor
+79,5.560709964399163,2.8913642863706044,4.590997805569192,1.4068268819692507,Iris-versicolor
+80,5.215158894196543,3.0482076327273164,4.962062445051058,1.3547005612789471,Iris-versicolor
+81,7.232262242367744,3.3175929392076013,5.770687527046249,2.142391483191454,Iris-virginica
+82,5.729492120325057,2.62468422495131,4.5360111704280985,1.6362266324521886,Iris-versicolor
+83,6.636500685956422,2.906717836891099,5.784339928767925,1.7763456478552395,Iris-virginica
+84,5.014159187397035,2.6821731262609143,4.20967730437403,1.451747768957003,Iris-versicolor
+85,6.211005501515267,2.5339051576056693,4.527715240580284,1.2858292280012775,Iris-versicolor
+86,5.603342610460842,2.956895602367203,4.338677423327777,1.5485604455552706,Iris-versicolor
+87,5.069991593955498,3.444414561498323,1.3948105572153595,0.15653223635375849,Iris-setosa
+88,6.766300008788334,2.7655943764335063,5.221602737410101,1.5971613487858465,Iris-versicolor
+89,5.023833179245907,3.1148111980974647,1.3846800131376058,0.22495016135033102,Iris-setosa
+90,4.7278716942052,2.8658711171435205,1.2149364436410621,0.10013226613037277,Iris-setosa
+91,4.761034962635257,3.350775766719774,1.3819728972514533,0.21251277651814116,Iris-setosa
+92,5.140488563474956,3.785989951737382,1.6218598754071325,0.2539399559596466,Iris-setosa
+93,6.482380639277842,2.968548781961339,4.371941212945009,1.4572846835422448,Iris-versicolor
+94,4.817158254065371,2.943275767620896,1.4939972762500329,0.2228208340899016,Iris-setosa
+95,6.851435762033558,3.0849313279482384,4.92125972097441,1.6364528946097239,Iris-versicolor
+96,5.282310119814311,2.5364550125593324,4.329690312907318,1.2399829486605551,Iris-versicolor
+97,6.451343955174714,3.2928799349944886,5.019004962059188,1.5933188996197907,Iris-versicolor
+98,4.847315822115525,3.1014357283031897,1.6873562389760006,0.07320402014736219,Iris-setosa
+99,5.80672133584641,3.140020914281121,3.9948628356841756,1.369464739953859,Iris-versicolor
+100,6.648335328222479,2.87101388168861,4.953931553245435,1.3991543142562448,Iris-versicolor
+101,5.70805640603759,2.9343639000042137,5.081937127508029,1.6934766046172418,Iris-virginica
+102,5.739118575335519,2.796699076185834,4.876941638206773,2.0110431176987706,Iris-virginica
+103,6.12495870404312,2.527552779767652,5.188203541233428,1.7430500713866928,Iris-virginica
+104,5.0402794106784885,3.640431072831761,1.6219252802042237,0.1301839735491601,Iris-setosa
+105,5.742439696579183,2.6907668556322384,3.948604409045659,1.4047148175575463,Iris-versicolor
+106,6.183821167110409,2.796125787289735,5.103983753519569,1.5488500555843778,Iris-versicolor
+107,4.96014770483302,3.0475519745499478,1.4053008785082248,0.073353495948343,Iris-setosa
+108,6.8953355508278955,3.173026076342846,4.974565426845511,1.4522227576675524,Iris-versicolor
+109,5.497618523876458,2.3232691490973947,3.7880303610626527,1.2352464121492137,Iris-versicolor
+110,5.523215033660442,3.281818448953059,1.2859943896612789,0.25047169530424607,Iris-setosa
+111,5.373124187288959,2.500758406973574,3.6928733143770147,1.3794931939685695,Iris-versicolor
+112,5.141225719667773,3.447501155248836,1.4812750857331676,0.3596851282118179,Iris-setosa
+113,4.484601182069348,2.8924872990519255,1.1448916526415016,0.11179211124202182,Iris-setosa
+114,6.020704710069558,2.9023230848796966,4.197518853143591,1.720367121271647,Iris-versicolor
+115,4.586534788858745,3.4153791639888005,1.5920245227811842,0.03154459097843143,Iris-setosa
+116,6.048565231280751,2.7264838197750705,5.215436190589658,1.702885289120603,Iris-virginica
+117,5.351746216841218,3.466075267869947,1.7899022139748744,0.2116252399283049,Iris-setosa
+118,6.011360490986426,2.8353171710282874,4.9728726351052694,2.2548634685142694,Iris-virginica
+119,6.661842750134101,3.1591641837434308,5.7194690699411055,1.78179123833075,Iris-virginica

iris/tvae/1/10/test.csv

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

iris/tvae/1/10/train.csv

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

iris/tvae/1/10/val.csv

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

iris/tvae/1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.692039081559976,3.4733333209349966,6.855916522202041,2.6257533513196814,Iris-virginica
+1,4.869729563146807,3.15899218522325,1.5531664891895518,0.2546462858611474,Iris-setosa
+2,5.957112544200649,2.9692153603623384,4.6352706396956105,1.3587210166634769,Iris-versicolor
+3,5.703862089349458,3.181221560510269,4.80384438346278,1.9241779623130921,Iris-virginica
+4,5.205611539925692,3.336895930974313,1.377104476467755,0.20452644007789794,Iris-setosa
+5,5.109719378418766,3.6476330469207063,1.407387513507401,0.23232488918027994,Iris-setosa
+6,5.581236539619197,2.445492494829063,3.6530009009066604,1.145237796909229,Iris-versicolor
+7,6.110514789624455,2.718944159732259,5.14653827912855,1.77126953003507,Iris-virginica
+8,4.994982667129241,3.5287122053113795,1.296044687657171,0.20036765530418676,Iris-setosa
+9,6.662830343438711,2.9636966683721,5.56230715615453,1.7356838050072292,Iris-virginica
+10,5.045516078729427,3.100013104633808,1.4425725931320295,0.37159939602000897,Iris-setosa
+11,5.173095159122096,3.9150194417585027,1.441015504834457,0.15025737474751938,Iris-setosa
+12,6.93996255882301,3.090639872710961,5.315926981011224,1.3672689867649082,Iris-virginica
+13,6.346920110325831,2.7442975674741223,5.105711443041383,1.6018919030130678,Iris-versicolor
+14,6.428231946286388,2.7643908807999122,5.702403303115713,1.7940326169813592,Iris-virginica
+15,7.566379245791255,3.49302590079113,6.56812880461116,2.1289573132000137,Iris-virginica
+16,6.850391888638513,3.155462184150175,4.911826706311449,1.7932572712998742,Iris-versicolor
+17,5.196057021111934,3.0854447783861576,1.3653944799094428,0.1974022780777693,Iris-setosa
+18,6.505478599291796,2.9579368081114104,5.440096030810945,2.186853137114932,Iris-virginica
+19,5.056271175565558,3.339945090756219,1.653358866976866,0.23931406717599857,Iris-setosa
+20,6.729758110979499,2.6189413316223145,5.4853666286091896,2.039893191403589,Iris-virginica
+21,5.786460958276955,3.1162676962295555,4.784718583970409,1.5654619477708605,Iris-versicolor
+22,5.683113059536601,2.63027922528007,4.332997442182756,1.1469602605422617,Iris-versicolor
+23,5.173319485673285,3.275760035407088,1.326787923205655,0.16701768036930975,Iris-setosa
+24,7.093132923669034,2.8497318963208564,5.761450116862133,1.9837021632674003,Iris-virginica
+25,5.125197569598345,3.3866021312138024,1.5125013753489434,0.12196463988414663,Iris-setosa
+26,6.009155855216397,3.2471292655075152,5.018625941533246,1.641058920764528,Iris-versicolor
+27,4.541507922770425,2.890864091870274,1.3198531882818116,0.13402185821740747,Iris-setosa
+28,5.4413285337672725,2.495012527791423,4.3661178720858,1.182444768385818,Iris-versicolor
+29,4.9752496932543995,3.559109242838616,1.6821012892864207,0.18036863484060786,Iris-setosa
+30,4.995979519386983,3.6719194990303183,1.6932277808847611,0.3324995191907324,Iris-setosa
+31,4.60491321529881,3.164324739154593,1.5543214663796392,0.28820208379556955,Iris-setosa
+32,6.502523188535382,2.8401266694356817,4.383116862632819,1.3874631925259753,Iris-versicolor
+33,6.1838644757620225,2.710637125862957,4.439282354034118,1.6733332016037759,Iris-virginica
+34,5.641012783742455,2.7745502010089726,4.909953692813818,1.4675824102164086,Iris-versicolor
+35,4.701466005096204,3.4085413934866047,1.4593428833074094,0.37391947462525715,Iris-setosa
+36,5.996152467714126,2.8922127286502244,4.107649832792816,1.650691909974151,Iris-versicolor
+37,5.081295044476733,2.495753595382869,3.392534552499132,0.9590162097451418,Iris-versicolor
+38,4.145034022887831,2.5444882758212732,1.3273245623034777,0.18757077206755954,Iris-setosa
+39,7.384163286570906,2.6671978312104017,5.3893404993394975,1.8572986969568661,Iris-virginica
+40,4.8122041350647935,3.285831509740374,1.5327521711315706,0.331085854069675,Iris-setosa
+41,5.3319429064770905,2.1335209382694993,3.165582713323764,1.012350085563696,Iris-versicolor
+42,5.043408801602819,3.3445185939565567,1.4064507847314378,0.2032259043485617,Iris-setosa
+43,5.350985743356109,3.5424367843931925,1.6312445706044443,0.18304055543935763,Iris-setosa
+44,7.264187370310035,3.6650448653265846,6.174101710876487,2.583771770436573,Iris-virginica
+45,6.322007662402414,3.4901458087685175,5.5839627253295285,2.010659182124173,Iris-virginica
+46,4.969053179891692,3.4631739982694407,1.475688012143512,0.2580544757262929,Iris-setosa
+47,5.139162182055976,3.6406526260182366,1.4318287959527032,0.2267781385354141,Iris-setosa
+48,5.912496088026565,2.90180800996899,4.566233300446091,1.5569982258656785,Iris-versicolor
+49,4.9213466990367145,3.5516055277678857,1.7433633594725728,0.1857139783975565,Iris-setosa
+50,6.117033045324078,2.8639529583011694,4.868475476737406,1.8909749043829869,Iris-virginica
+51,6.048730667187492,3.1301552205131804,5.010286870108147,1.3727328645257593,Iris-versicolor
+52,6.266556431350189,2.7652229918360645,4.243042015340543,1.6186361707394958,Iris-versicolor
+53,6.5380725658259236,2.868884067952211,4.728263474770943,1.3767533001045624,Iris-versicolor
+54,5.181806316981447,3.257651436527808,1.5178325172160372,0.20995870976113523,Iris-setosa
+55,5.956467464364122,3.0554120843769685,4.328699340271223,1.2447598142697474,Iris-versicolor
+56,6.818101222853595,3.0676216066768656,4.014168114473371,1.4337337480226342,Iris-versicolor
+57,6.7132553542867575,2.940862269734059,5.614481076404102,1.1476604578986769,Iris-virginica
+58,6.039591913904923,2.5680365699056087,4.796453385394614,2.0013968587660793,Iris-virginica
+59,7.175406841547039,3.0206847444144715,5.626919620153935,1.8564023635149072,Iris-virginica
+60,6.610526771929829,3.141924975737298,5.91849932047216,2.4955632612114074,Iris-virginica
+61,6.9871544188475765,3.502953506778846,5.774454243969325,1.9383186457877768,Iris-virginica
+62,5.115552418265512,3.90825895682673,1.565997080115882,0.19488950702461683,Iris-setosa
+63,6.662259896735494,2.869299771034019,5.362503796605437,1.8748506550070518,Iris-virginica
+64,6.351996873737358,2.8285373080030283,3.9708028060462306,1.3619550578263704,Iris-versicolor
+65,5.252956826868937,2.510086177837782,4.603186292192343,1.453028140286711,Iris-versicolor
+66,5.337253582334696,3.3097218138850772,1.3706852148371,0.40493793316011484,Iris-setosa
+67,6.861485194249024,2.903129047880774,5.3248398309786245,1.7482399050394406,Iris-virginica
+68,4.570516210186061,3.705129030594095,1.4521013588483316,0.11301205288261512,Iris-setosa
+69,4.577935374401523,1.9210424253050264,1.815324388052297,-0.021050928707995242,Iris-setosa
+70,6.579382429578761,2.796703140393253,4.348427654610404,1.189160668903078,Iris-versicolor
+71,5.336388525089497,3.577180178367443,1.4376229904689017,0.1516037679139106,Iris-setosa
+72,5.238543669146196,3.056465093900429,1.4261105863372094,0.1190118107268252,Iris-setosa
+73,5.062838487544928,2.6289166607329917,4.4187929042216405,1.3961064697568353,Iris-virginica
+74,5.2332521293642325,3.1154655032337026,1.402920277882354,0.2093520965360059,Iris-setosa
+75,5.169456074399059,3.078606492454491,4.556725546935771,0.19979509020923786,Iris-virginica
+76,6.391314581343152,2.821674451112461,4.3050193940182115,1.5429210029425482,Iris-versicolor
+77,4.985767764490868,2.58312962907406,2.861266207815885,1.09628097787485,Iris-versicolor
+78,6.662176508879669,2.8839939964359087,5.080394820932889,1.8631981465205076,Iris-virginica
+79,6.583352986788395,3.0510259591649582,5.51804685179017,1.3148303701164703,Iris-versicolor
+80,5.48319894373623,3.0858287238355455,4.691257235656888,1.0736458375829132,Iris-versicolor
+81,5.041683359234616,3.9275239365603425,1.1706225449129946,0.37407118240079773,Iris-setosa
+82,4.972734114945062,3.0383930202513736,1.5466836106660924,0.24068597129586644,Iris-setosa
+83,6.148982246706846,2.9867350059604147,4.423064945913123,1.3423593974013068,Iris-versicolor
+84,5.6864326829342975,2.933104896628036,5.18303989799918,1.976752450831023,Iris-virginica
+85,6.332486367654254,2.6220157149805567,4.909523822805037,1.7488442526563521,Iris-versicolor
+86,6.891879489239638,2.8573812108680814,6.070104264928047,2.1549742264736578,Iris-virginica
+87,6.0579070532803785,2.496227910901652,5.049017199181143,1.7411076301424104,Iris-virginica
+88,6.471673765027457,2.567959020540364,5.588437836176339,1.7595125306145352,Iris-virginica
+89,5.869689492291909,2.3360789294342816,3.8744241253942695,1.336743608916208,Iris-versicolor
+90,4.6981145654383365,3.1209466685825626,1.1036343678054394,0.20088311287302207,Iris-setosa
+91,6.852682329286714,3.2646226010410375,5.146340915203315,1.8256594139860118,Iris-virginica
+92,5.805139073201959,2.9172497264692763,3.7600019304237478,1.1101933181527603,Iris-versicolor
+93,6.159792194804177,2.8355096666863546,4.853999556673885,1.709422692262731,Iris-virginica
+94,5.1799856923204,2.983075977798897,1.3176517861112997,0.08888703818919866,Iris-setosa
+95,5.67214206565731,2.6790364629160908,4.530381498885531,1.3329346560332411,Iris-versicolor
+96,6.18231640770252,2.864725117925626,4.569642469078206,1.7864907605851446,Iris-versicolor
+97,5.387801877852633,2.782682306748007,4.551894385500902,1.3647081622430075,Iris-versicolor
+98,5.913076604998731,2.9014183606040476,4.291903121642792,1.5246059913859726,Iris-versicolor
+99,4.950886340487363,2.678707051962534,1.559540409546356,0.07204970667198252,Iris-setosa
+100,5.11848574904741,3.3121388457410936,1.2801262889399556,0.1884987171778129,Iris-setosa
+101,5.347668358947079,3.112797059714365,1.524243456937219,0.21788541532312117,Iris-setosa
+102,4.892686468047681,2.9357296702639526,1.1920726866895721,0.2356151845862892,Iris-setosa
+103,6.039389017279499,3.2458882677212415,5.532320124863576,2.449243403417309,Iris-virginica
+104,7.239374261652828,3.071389887224412,6.388090564141761,1.6946416259614006,Iris-virginica
+105,6.147425377801323,3.1795166618698865,4.325001098922441,1.4289044891608216,Iris-versicolor
+106,5.066279438409575,2.1140734177223646,3.668858688690314,1.11728540195966,Iris-versicolor
+107,7.171814472127524,3.2691204192667818,5.925464367746342,2.4826259938752715,Iris-virginica
+108,6.7413694010741585,2.968667916548838,5.1565600229255475,1.6839341127034675,Iris-virginica
+109,6.3797709300067185,3.104112543648319,5.020266768706492,2.1802666632891032,Iris-virginica
+110,5.285451575220387,3.7900377746747864,1.7012090112406262,0.25896737863020264,Iris-setosa
+111,5.734197931935351,2.6118860386441476,5.128515663027272,1.9304075868002104,Iris-virginica
+112,5.535483621906853,3.144674986805246,5.321106428915008,1.5040575804148362,Iris-versicolor
+113,5.139028352010558,3.210489082772419,1.4682788607361985,0.15009343214051152,Iris-setosa
+114,6.5846072373570435,3.309359060952433,5.370855091115732,2.37685098523529,Iris-virginica
+115,6.764453775810272,3.104084305842169,5.515708823333235,2.4528087079686225,Iris-virginica
+116,5.422268407954335,2.9898037494547904,1.5354369404417973,1.3143871324142384,Iris-setosa
+117,4.737049828805887,3.1140238502793918,1.192024966501784,0.17011026429218762,Iris-setosa
+118,5.7599570905306,2.980300863790536,4.5439569782175715,1.4218673451722383,Iris-versicolor
+119,5.997931675199956,3.0717987596528387,4.91512669736557,1.5611295870101576,Iris-versicolor

iris/tvae/1/11/test.csv

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

iris/tvae/1/11/train.csv

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

iris/tvae/1/11/val.csv

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

iris/tvae/1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2324219550214215,3.148073168547259,4.797179872979351,1.5072258811804944,Iris-versicolor
+1,5.970024936294082,3.251646286768273,4.948432636746566,2.364779369594717,Iris-virginica
+2,6.492453297022218,2.8569112605698397,4.4968717682846275,1.6766519013246475,Iris-virginica
+3,6.817425970512932,2.846130479590132,5.875859123913907,1.710002637715549,Iris-virginica
+4,6.819597772061173,2.7979946665822917,5.352879563003113,1.6118542837013583,Iris-virginica
+5,6.373837276053054,2.955249720802816,4.773284105270889,1.7695723821441816,Iris-virginica
+6,4.995574065352828,3.0360572524303047,1.5962353935634,0.2578952484657854,Iris-setosa
+7,5.92121059769713,2.6504502784356814,4.932545119982887,1.9266259925674638,Iris-virginica
+8,5.9302166775503355,2.7185451795640505,4.460309931573419,1.3496019250385403,Iris-versicolor
+9,5.2493455598074155,3.0956501251769923,4.463866543479556,1.497918186532059,Iris-setosa
+10,6.681121097162432,2.5330750646594113,5.486463856935769,1.7241700545064624,Iris-virginica
+11,4.655580517553919,2.678824729131166,1.2180019099989976,1.2829472788621572,Iris-setosa
+12,6.970646787812076,2.9638430592402054,5.287800286338633,1.6186197107791278,Iris-virginica
+13,5.921276338240061,3.223571708816185,4.505188042063496,1.5260519509997716,Iris-versicolor
+14,4.794044342043657,3.352680322969041,1.3865650861061807,0.11709995764455786,Iris-setosa
+15,4.569834109054524,3.251678972703659,1.3145484530311484,0.10997044854399002,Iris-setosa
+16,6.483689472583822,3.2312330942173433,4.193832390385918,1.1229258371490083,Iris-versicolor
+17,6.580728053066344,2.6128622211087364,4.902088179277838,1.5568384074605464,Iris-virginica
+18,6.258912387346047,2.744833645075639,5.245806371846433,1.5391547830906613,Iris-virginica
+19,6.345681642720532,2.9250594281709126,4.0045188210761715,1.4417196899659857,Iris-versicolor
+20,5.8012862708698165,2.8889900009161376,4.352385335331444,1.3627459378043099,Iris-versicolor
+21,5.143514258108365,3.5832022502615337,1.3857415089817728,0.15988399856971663,Iris-setosa
+22,6.328739565603326,2.4378622684172218,4.557835249735924,1.7016325078800236,Iris-versicolor
+23,6.312878662429864,3.0114687101282698,4.713857793512724,1.3958556985017423,Iris-versicolor
+24,5.804922261553285,2.916718440658905,4.351683156675143,1.6161305283254885,Iris-versicolor
+25,5.880948313246116,2.943286120095566,4.548104857779138,1.2842087004148222,Iris-versicolor
+26,6.360414236052328,3.1019442133929322,4.878734800094765,1.455057315964404,Iris-versicolor
+27,6.130714404505052,3.1228092522598336,5.067679595772534,1.7407385345173358,Iris-virginica
+28,5.403903928875851,3.14381268124574,4.238360455552172,1.4243340042762795,Iris-versicolor
+29,6.1319699546222886,2.628684967764458,4.699186423975109,1.4871637279610546,Iris-virginica
+30,4.926905743351344,3.0295686015292267,1.7309925816832967,0.23259928187815795,Iris-setosa
+31,6.57856859575504,3.008644231693527,4.559969319784587,1.262845871591096,Iris-versicolor
+32,6.32093842902063,2.6355216565806128,4.40410837743299,1.6219655545980995,Iris-virginica
+33,4.261372784601585,2.58117492156023,1.4957566728692235,0.15991873142351293,Iris-setosa
+34,6.287658724561037,2.583716149613181,5.352206238855051,1.5877933111503557,Iris-virginica
+35,6.546078703955084,3.154192431839234,5.706494909163137,2.1788602436608047,Iris-virginica
+36,6.1914636877588665,3.0039323702548044,5.032963721040433,1.6856569982924507,Iris-virginica
+37,6.1553393713594575,2.982622111463025,4.595020591735403,1.6777260029695382,Iris-versicolor
+38,6.248038800165471,2.4570907559337924,5.424663145554167,1.640494912203388,Iris-virginica
+39,5.098412111131203,2.555655884692503,3.6561646287160015,1.1464568648719333,Iris-versicolor
+40,6.2202934442312126,2.8635617150462784,4.894327312572479,1.6626738462036201,Iris-virginica
+41,6.706172172986184,2.3688640497346225,5.630999516972782,1.8130674667823885,Iris-virginica
+42,6.34572331087462,2.9124936536185086,4.128559628577125,1.401832825741323,Iris-versicolor
+43,6.200555412110344,2.5566257642222414,5.446142964586377,2.0028298349943623,Iris-virginica
+44,5.579235138033445,2.636600461753752,4.435630372869484,1.4711651847950222,Iris-versicolor
+45,6.698457818268952,3.0797888230346,4.885133611914683,1.5073818086447475,Iris-virginica
+46,6.195313430548509,3.0697934708426353,4.117508510786008,1.672855898192115,Iris-versicolor
+47,6.965397400519696,2.754762049160684,5.210330620806346,1.842933352253528,Iris-virginica
+48,5.570517701302416,2.69051715703834,4.259829857929061,1.6241991363071082,Iris-versicolor
+49,6.821767616926141,3.3567256896453412,5.496967367033704,2.237030219202968,Iris-virginica
+50,6.242250533620817,2.4318607887495554,4.6293521508065,1.8907990094884206,Iris-virginica
+51,4.845676196329339,3.153940553159656,1.4639101142671813,0.2222337619746038,Iris-setosa
+52,4.5518774462881835,2.919029877951128,1.4950864780608062,0.1893944197046554,Iris-setosa
+53,5.336611044171972,3.6672803445834647,1.4265620556099685,0.15864576635043304,Iris-setosa
+54,6.536507013293246,2.8713193017698995,5.549081678062095,1.8133534689733386,Iris-virginica
+55,5.961051147711705,2.4981642556234935,4.9863770333117845,1.7783840752916027,Iris-virginica
+56,6.7625501808438875,3.4419841845249404,5.699694356083966,2.398695034123949,Iris-virginica
+57,5.082024852332914,2.538949097614517,4.246086552563684,1.159708182126857,Iris-versicolor
+58,5.017889936497668,2.7580556879690503,5.140324717409513,0.15660303691166733,Iris-setosa
+59,5.128578561149866,2.4930728679002283,3.4964634988842533,1.0714463189770134,Iris-versicolor
+60,6.364241072793752,2.6181547800313227,4.96702153135724,1.525630833336107,Iris-virginica
+61,4.923520002192178,3.0995574287659546,1.6897254197821927,0.14806070860753134,Iris-setosa
+62,4.950781632994923,3.406225784417707,1.4130796890059667,0.36131557645462414,Iris-setosa
+63,6.50423744623422,2.9018832220973003,4.843537561622099,1.4130363101533232,Iris-versicolor
+64,6.437942606115517,2.7810677973492037,5.642483863680134,2.1058159743094196,Iris-virginica
+65,6.03826555769844,2.5342835257849243,4.174493350440306,1.056568849259484,Iris-versicolor
+66,5.889472061373125,2.9024036936388224,4.300120110747111,1.1955006912277801,Iris-versicolor
+67,6.439349564813788,3.1910887355875177,5.581105537302721,2.0263097625613717,Iris-virginica
+68,5.797360386653692,2.655062169318709,5.0425074651745865,1.5076051282863006,Iris-virginica
+69,4.533087120592043,2.89872055568306,1.4966477216294753,0.046287024039855684,Iris-setosa
+70,4.911034376946523,3.2748205127943137,1.6285745976665362,0.327594049533817,Iris-setosa
+71,6.037145453364341,2.600141347093892,4.49171135485313,1.50190322082949,Iris-versicolor
+72,5.7393763801312865,2.7282649822145784,4.450425700848918,1.14538294231863,Iris-versicolor
+73,4.870019655890717,2.9476311287043973,4.80070198745388,1.841690139773164,Iris-versicolor
+74,6.938995799267417,3.2746655296704947,5.701131871854174,2.423072022755746,Iris-virginica
+75,5.6555166020523515,3.4372078640014565,1.3812747196126174,0.3343372272909163,Iris-setosa
+76,5.954172302391583,2.5910476541064087,4.30919998957794,1.2743116025142247,Iris-versicolor
+77,4.893318008147172,3.1664019942520554,1.464114295001237,0.19275504045041988,Iris-setosa
+78,6.439433738340969,2.8092789075062616,4.7612053341482445,1.5186739607099145,Iris-versicolor
+79,5.773721373855796,2.487140592287535,4.063137858260785,1.2508424878981945,Iris-versicolor
+80,4.6664632303764915,3.3190029114257973,1.397521747835978,0.2030322904191457,Iris-setosa
+81,5.296611134589413,2.642510696687584,3.974831120103943,1.0090321916461535,Iris-versicolor
+82,4.614172017537917,3.39201232385079,1.4417213591581446,0.22401381415671368,Iris-setosa
+83,6.104970974204291,2.694492894190011,4.784212718529181,1.449580514759344,Iris-versicolor
+84,6.85308790587224,3.1881867979320666,5.970417784851001,1.729620922040691,Iris-virginica
+85,6.0600149827389345,2.649884631320873,4.6987108225821945,1.7406487249100466,Iris-versicolor
+86,5.020109652012416,2.1104865124063084,4.308761625468885,1.1087047847271403,Iris-versicolor
+87,5.914940947321133,2.8630395952184107,4.03924596182347,1.0985487098292164,Iris-versicolor
+88,6.4476384403194045,3.2335549318676264,4.408682882243997,1.5691811137454872,Iris-versicolor
+89,4.418305186559883,2.8263665991112004,1.5386069272537686,0.24513113434705447,Iris-setosa
+90,6.340183895581392,3.114531514493304,5.212166683988698,1.9075787885654292,Iris-virginica
+91,5.004534161341707,3.687127460299676,1.3109470178967428,0.22642740420493537,Iris-setosa
+92,4.594772975866526,3.4458005853539224,1.4564099433850113,0.2869804940646954,Iris-setosa
+93,5.338860227341337,3.8119728439337126,1.4610425126658908,0.27938742193224153,Iris-setosa
+94,5.03092094626502,2.443685247495874,4.91966602379282,1.4923476370843884,Iris-virginica
+95,5.081065358091197,2.820194243025073,1.445847626346821,1.3637329089903356,Iris-setosa
+96,7.393419630612965,2.878598157819312,6.081990177639219,1.6353198237766324,Iris-virginica
+97,4.844763710547694,3.3019129013847794,1.5096197673622793,0.28481283849833783,Iris-setosa
+98,6.279745355935,3.1830536741837703,5.662563960115387,2.160402652346275,Iris-virginica
+99,5.061470823979576,2.9994556101676473,1.4394163569080032,0.30406705546305646,Iris-setosa
+100,4.732132765589988,3.3894100135743632,1.5056703604542343,0.059378059366819114,Iris-setosa
+101,5.825153212546976,2.3945444973183,4.987414571888114,1.5207411923094185,Iris-virginica
+102,4.732580036877558,3.3008464578950503,1.5254313635949708,0.05548235342930255,Iris-setosa
+103,4.997603818085722,3.056931581396186,1.4668995470868444,0.24895188561457415,Iris-setosa
+104,7.076753292831041,3.2186638651045385,6.078417990062327,1.6805955981204845,Iris-virginica
+105,6.198171856246451,3.0296044046494335,5.1125742007615305,1.4736574258694397,Iris-versicolor
+106,4.540466517847153,2.7315337218091367,1.3446636698919638,0.25898794152374266,Iris-setosa
+107,5.91658751105397,2.864093741706193,4.821694251007698,1.4372956544245732,Iris-versicolor
+108,5.499977711801636,3.1679296791775586,1.4373929654902982,0.19670659736497773,Iris-setosa
+109,5.185675574654086,2.8036509286633873,4.4733923375285505,1.3542324899450175,Iris-versicolor
+110,6.343491476015459,2.5918067233265867,4.63656007316815,1.6350841874329933,Iris-virginica
+111,7.055302600594404,3.8331887997256833,5.966869861624007,2.6423150667673077,Iris-virginica
+112,7.267237682585701,3.1737527284338447,6.185341361573681,2.087232976651569,Iris-virginica
+113,4.892785141172587,3.2814064395587867,1.5823239202028996,0.21584650429598745,Iris-setosa
+114,4.9710767418329915,3.5286808371086504,1.5632364389393218,0.20171060326370055,Iris-setosa
+115,5.516469207092322,4.485517964471344,1.4225658941675363,0.40648170110752724,Iris-setosa
+116,5.647629958657885,2.8787387957458477,4.7105087428068035,1.2803527801602628,Iris-versicolor
+117,6.630735401703895,3.095908890191791,5.461824369410348,1.8035626277015386,Iris-virginica
+118,5.994123323562391,2.8937678474730686,4.402630624947755,1.4359250842427795,Iris-versicolor
+119,4.79840211253384,2.712993475051894,4.439438106475266,1.5620536738328472,Iris-versicolor

iris/tvae/1/12/test.csv

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

iris/tvae/1/12/train.csv

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

iris/tvae/1/12/val.csv

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

iris/tvae/1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.800960220464739,2.7544067608487004,4.933946023741257,1.5301304676751504,Iris-virginica
+1,6.373741217204429,3.0163204002097745,3.9143252690800114,1.281738842431229,Iris-versicolor
+2,5.101295470252,2.655453643997504,3.7694754721978327,1.412498626481163,Iris-versicolor
+3,6.459062784838081,2.818278093542527,4.8912804757455595,1.6856192678977697,Iris-versicolor
+4,6.466998355954878,2.639568636141044,4.909508916285221,1.387789880820868,Iris-virginica
+5,6.426989487566138,2.8953617124777464,5.012854852164481,2.043148494179827,Iris-virginica
+6,6.7906163460716105,2.970292619730407,5.566380503558562,1.9101419374812856,Iris-virginica
+7,6.243411770346571,2.7389609734603297,4.4267347587376715,1.2696298006342341,Iris-versicolor
+8,6.498569336187192,2.9498169449947644,4.053906772251534,1.3200735717988983,Iris-versicolor
+9,6.377579503192022,2.656559741637129,4.5762727338415035,1.461645418842466,Iris-versicolor
+10,5.965864156682605,2.859902674871376,4.7652648941594355,1.5783122487195271,Iris-versicolor
+11,6.161558401583516,2.593390456380936,5.312274422001327,1.6810259809890251,Iris-virginica
+12,6.100378111090562,3.0779173821825725,4.3186633159098555,1.4847466972882766,Iris-versicolor
+13,5.015088805272806,3.0004977191671904,4.863814811751364,1.8197527147725512,Iris-virginica
+14,6.460466177257788,2.9331505977900596,4.723669169671868,1.4086752546675507,Iris-versicolor
+15,6.006913066109401,2.5451355444568167,4.261370674969132,1.3312451473972793,Iris-versicolor
+16,5.733432255340913,2.4735271579176388,3.815421642676017,0.8412487104329991,Iris-versicolor
+17,6.931372506672644,2.881216238089857,5.270232213533422,1.5224247448201158,Iris-versicolor
+18,5.098760133894189,3.1758535953888067,4.787174998024048,0.3335531921265301,Iris-setosa
+19,5.789458381573437,2.6520806849641274,4.503613846546051,1.1685548345652563,Iris-versicolor
+20,5.312659174332938,3.549468411004871,1.4683552261621586,0.28837621781215383,Iris-setosa
+21,6.2770197883435355,3.0842774281146075,5.166175710634563,1.6675329963118481,Iris-versicolor
+22,7.039453639620285,2.978873202630492,5.901368252284455,1.9644781792899277,Iris-virginica
+23,6.114059129913896,2.8790541296882335,4.124894049803574,1.3528217990723348,Iris-versicolor
+24,6.349671665968708,2.5323383251551057,4.746745422884741,1.3805207548313583,Iris-versicolor
+25,6.893641096036779,2.8558294437200225,4.85818120839284,1.6583588052596563,Iris-versicolor
+26,4.72337107753026,3.4729904607933735,1.387509491932462,0.12628988582739978,Iris-setosa
+27,5.166511918691995,3.4568957264616844,1.4685202319321367,0.22976106573947552,Iris-setosa
+28,6.8998297655890095,3.4238688321750916,5.515135928998708,2.4944372637616032,Iris-virginica
+29,4.830648673215533,3.4157324802095856,1.543046605445903,0.11242973165116354,Iris-setosa
+30,7.702254182134279,2.953367204758267,6.47478660504925,1.9186895662129329,Iris-virginica
+31,6.783233989434028,2.7410133106193837,4.790553479612113,2.0508195935993854,Iris-virginica
+32,6.997189516940805,3.0182633378360473,5.916718833455564,2.0785792713154083,Iris-virginica
+33,6.226628795752093,2.8049765582862216,5.085824199396595,1.5235652253816028,Iris-versicolor
+34,4.939265167583459,3.1692773878983416,1.0916310652049965,0.2740332056830774,Iris-setosa
+35,4.766997267670341,3.611315126330929,1.6958119714798636,0.2003337513515017,Iris-setosa
+36,4.875670713193175,3.058866751069662,1.5100374917280313,0.16774017435828267,Iris-setosa
+37,4.84227443895399,2.2482204243688377,3.211442433487601,1.3310457093510295,Iris-versicolor
+38,4.768093366711112,3.30495618519365,1.7071532535774534,0.3667182938684659,Iris-setosa
+39,6.01233386823167,2.788547862125053,4.903929617457973,1.5117137669918868,Iris-virginica
+40,4.793308077542349,3.641632135584017,1.3935224621723978,0.27035268027290327,Iris-setosa
+41,4.91792152087266,2.9503400266657915,1.4533687550970564,0.23259455003506843,Iris-setosa
+42,5.211875250186457,3.525476814563149,1.4963830916087302,0.29015754080041184,Iris-setosa
+43,5.983834251989948,2.5602899023707577,5.038174908752394,1.7235530317363301,Iris-virginica
+44,4.903950897427255,3.1330203932248555,0.973581282638222,1.2383999371842311,Iris-versicolor
+45,7.094899412550447,3.161595321452009,5.638507343354356,1.9020429672532684,Iris-virginica
+46,4.9674786658971595,2.803440112010316,5.513497972933089,1.3639820942408414,Iris-virginica
+47,5.028301842233189,2.944991089696378,4.787479579765159,0.23834861161114668,Iris-setosa
+48,4.964078640588224,2.9465763278836423,1.4823043599749381,0.12041387599794942,Iris-setosa
+49,5.324150732636946,3.254194669215789,1.5317566822324042,0.31355639275024916,Iris-setosa
+50,5.128983651587023,3.387121320087424,1.4540721420275782,0.2434145067887034,Iris-setosa
+51,5.733172150525839,2.9868885519992023,4.646841246815813,1.2602329444453009,Iris-versicolor
+52,4.948838381997467,2.645514676050456,4.69734604229581,1.670226335536449,Iris-versicolor
+53,6.496397533762568,3.0040256632827567,5.031535008936954,1.555653460437658,Iris-virginica
+54,6.425342923376495,3.081443100216117,4.578436870857685,1.5252650165010666,Iris-versicolor
+55,5.067248080362935,3.739820419306203,1.6520256360488408,0.44098471970803904,Iris-setosa
+56,6.338238747161855,3.1752719584882514,4.470570053616725,1.2114283258273406,Iris-versicolor
+57,5.295618438805124,3.563935534163019,1.3618850353045702,0.3657196141331597,Iris-setosa
+58,6.275476730036001,2.7936831059731984,5.551241092863966,2.0419110182605777,Iris-virginica
+59,5.668096339173768,4.307343043705178,1.6277903975532557,0.4750712080980819,Iris-setosa
+60,5.898594060867454,3.0468824497975917,4.593811765674567,1.5076363188146598,Iris-versicolor
+61,6.114414348298381,2.8567893389468244,4.950401379966413,1.5066674117005963,Iris-versicolor
+62,5.086032112086709,3.6067972149864995,1.5871792561385718,0.37221449259770856,Iris-setosa
+63,5.709949390891446,2.8477435469962322,4.794757074290219,1.5230056718516398,Iris-versicolor
+64,5.347575317403425,2.3291698625084147,3.9782584657141222,0.9271662705950906,Iris-versicolor
+65,6.099746846402314,3.011604620752145,5.022719811896557,1.6082744734399406,Iris-versicolor
+66,5.914404515868011,2.9909488529894577,4.804124941887624,1.7616222374705768,Iris-virginica
+67,4.750435268563572,3.259709027013667,1.4780903555889922,0.3095061672852845,Iris-setosa
+68,6.339088042738829,2.932903472317689,4.2402805516506294,1.4511477236029198,Iris-versicolor
+69,5.010347459731184,3.341553221942292,1.6810666088212125,0.28138080650088976,Iris-setosa
+70,6.6600058722571855,3.2601939607759025,5.73530297141838,2.2273871566596846,Iris-virginica
+71,5.8468092920990795,2.9973318147503147,4.634289534242426,1.34012438532037,Iris-versicolor
+72,5.809234007342127,3.0265418009324767,5.10821806739115,1.7582130218687713,Iris-virginica
+73,6.752638405565813,2.9872531396481223,5.812872711175603,1.6146699934446804,Iris-virginica
+74,5.6048843233452805,2.495186617340846,5.660215582234419,1.6820285894452691,Iris-virginica
+75,5.821224860604357,2.7707478872720266,5.178761758071538,1.8973396623546641,Iris-virginica
+76,6.3541436001665295,3.2219254097224725,5.570149842888709,2.1874694530714383,Iris-virginica
+77,6.378499613514495,3.134821671191414,4.7585023518722,1.4263529947071603,Iris-versicolor
+78,4.9777715845808,3.0491839020588722,1.3404538544934592,0.2899108648982005,Iris-setosa
+79,6.266550598104262,3.0182285352445284,4.180067997998835,1.4176381165234708,Iris-versicolor
+80,7.0713440833781815,3.1660050850480355,5.043755996780273,1.32382567917315,Iris-versicolor
+81,5.723005489407632,2.736041745535923,5.182853010233842,2.237359735985846,Iris-virginica
+82,5.961954392335913,2.767208546566085,4.775387437953632,1.5408723758790703,Iris-versicolor
+83,6.418959651305563,2.9542698634170828,4.613526221081557,1.232175469335663,Iris-versicolor
+84,6.056724646291331,2.582309967531213,5.157595502970594,1.615552481903008,Iris-virginica
+85,6.306507690154637,3.4719507324528855,5.090636255273393,1.6406578016336988,Iris-virginica
+86,4.881864191588537,2.991793262816694,4.658714668034743,1.5597630277726982,Iris-versicolor
+87,5.118588669613874,3.154356007503123,1.4525581094238103,0.2101141692894086,Iris-setosa
+88,6.406163553425319,2.633395640216545,4.206974004047048,1.2826503525992259,Iris-versicolor
+89,5.187629000662896,2.868285692749024,4.178042301221324,0.3324697220349859,Iris-versicolor
+90,6.908191337890862,2.863587321717744,5.6861050433150515,1.8204230593477946,Iris-virginica
+91,4.879814113444067,2.792455895951498,1.2988207093112796,0.20365143438259506,Iris-setosa
+92,7.0273142945318146,2.559876740555964,5.546956657508258,1.7677216295428733,Iris-virginica
+93,6.274039306021429,2.7338372678197196,4.818590609591373,1.450873446756458,Iris-virginica
+94,6.369031041489023,2.720510526075224,5.252801347663854,1.7058627082021278,Iris-virginica
+95,5.419251798988562,3.141723334523106,1.1753134735340343,1.3591716205442617,Iris-setosa
+96,5.362006634344725,2.493707364077901,3.9175893214291273,1.1445281598345682,Iris-versicolor
+97,4.661905684527048,3.4561238088157578,1.692129204388013,0.22504336176152714,Iris-setosa
+98,5.682257921782664,2.486269907255012,4.792691041036653,1.1648095119903157,Iris-versicolor
+99,5.967201047369435,2.9540794086748465,5.003653950606127,2.027174472746965,Iris-virginica
+100,6.545402269395925,2.7021922597064436,5.7824748669279895,1.8509176451606442,Iris-virginica
+101,7.140760118945822,2.644569957896076,5.7642880189738035,1.9885959908648352,Iris-virginica
+102,5.995936339568431,3.015872628764366,5.241657006725163,2.0095093026772597,Iris-virginica
+103,4.582592426921561,2.682938013621019,1.4526120669699523,0.24798434696004096,Iris-setosa
+104,4.3969362020502825,2.7964023402250673,1.0907231544175033,0.26142589661764865,Iris-setosa
+105,6.100614091982724,2.7332983247540246,5.319240334902717,1.7026674964663078,Iris-virginica
+106,5.057675707397623,3.268513516895149,1.3763297367688652,1.3242375328943454,Iris-setosa
+107,4.730216021471445,2.6073948801925924,1.3863555537424452,1.3183444612803448,Iris-setosa
+108,6.1490833803715566,3.124917356775117,5.0652091372333645,2.1772303681005285,Iris-virginica
+109,5.890362609280277,2.871674024019781,4.4732428503835004,1.2936665737090989,Iris-versicolor
+110,4.977423066844686,2.4201233450319286,3.453275289521826,1.0239066876566083,Iris-versicolor
+111,4.681619373640746,3.2960351446181417,1.3718155543229615,0.20435912309883975,Iris-setosa
+112,4.915773712246514,2.4741111914416116,1.2460367416739837,1.2624465453869838,Iris-setosa
+113,4.575201076340052,2.6034593186912733,1.3843599517852256,0.10517220281651601,Iris-setosa
+114,6.010335413932242,2.877835468635335,5.1086732740749055,2.3807530452408514,Iris-virginica
+115,5.613967397217301,2.484723883291082,5.303575723248443,1.7553559142138493,Iris-versicolor
+116,5.454447612420486,2.9351660787492904,5.23277660697167,1.7338067094922163,Iris-virginica
+117,5.165841936934174,3.6384904737706933,1.6006596234896266,0.3466403723331709,Iris-setosa
+118,5.089115494252148,3.9814917292874172,1.471624409979575,0.32117856554026675,Iris-setosa
+119,6.155874782154567,2.984170935249909,4.631592299345317,1.9041184206807666,Iris-virginica

iris/tvae/1/13/test.csv

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

iris/tvae/1/13/train.csv

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

iris/tvae/1/13/val.csv

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

iris/tvae/1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1749939269048735,2.9339862633490417,4.793303187914575,1.755387460478632,Iris-versicolor
+1,6.163525206621698,2.556246642363865,3.9334609918151937,1.3222427391419687,Iris-versicolor
+2,4.945829092190851,3.1878976909510817,1.483130252760397,0.10044565771410244,Iris-setosa
+3,5.814832037191776,2.6410580338944136,3.50353092706814,1.3031928411245357,Iris-versicolor
+4,5.771806267346436,2.256917866111025,5.379833452775654,1.5295148588213439,Iris-virginica
+5,5.031538599364537,2.617221105571235,4.941963947085403,1.588161192232106,Iris-virginica
+6,4.768684895980511,3.355459864933695,1.5389356529434233,0.08689208390164008,Iris-setosa
+7,4.6374098944719355,3.2590257225220864,1.4351253717511379,0.301271862666362,Iris-setosa
+8,5.146697122609696,2.532913881103196,3.385581200157074,1.0422123270534842,Iris-versicolor
+9,5.843459064137007,3.1219878678671247,4.024777806590378,1.3852272775027106,Iris-versicolor
+10,4.961021105463935,2.3607736851495416,1.3422526768606269,0.12629950283207358,Iris-setosa
+11,6.821728630174177,2.858664280128959,5.148608428781953,1.6107016267027783,Iris-versicolor
+12,4.945282466648473,3.135148027847144,1.4180851868733648,0.1486606370873489,Iris-setosa
+13,5.7839999200592604,3.0339237261595193,5.031062396742756,1.4073303340473944,Iris-versicolor
+14,4.7209210523867675,3.1622563349107127,1.5255888506474575,0.18996898523212596,Iris-setosa
+15,5.5145742973616025,2.734566454798313,4.166232868490173,1.492467172684728,Iris-versicolor
+16,5.282044208569207,3.9793236565943437,1.3676040907843101,0.2734967289720947,Iris-setosa
+17,5.1983505163823445,2.7200189246478765,4.137083240842031,1.2696849828726176,Iris-versicolor
+18,4.909972360952802,3.1985178352394437,1.5004630747298766,0.32211547678989944,Iris-setosa
+19,4.627155760526419,3.738938514915117,1.3012565223147219,0.3609148374581858,Iris-setosa
+20,6.667219642012854,3.0956063265823914,5.010860654517226,1.4815245740367629,Iris-versicolor
+21,7.404782746344305,3.4135790070148158,5.741631957918728,1.5259088722868892,Iris-virginica
+22,7.206279504572077,2.9629096518218287,6.0401204555598795,1.883602420472095,Iris-virginica
+23,6.35111612491522,2.5809382135687526,4.9341339732753955,1.3899570618571582,Iris-versicolor
+24,6.232400456222461,2.270795764954443,4.856807914132175,1.8763069779664332,Iris-virginica
+25,6.8834987053083,2.9150838831846895,5.640868074551567,1.9926374824161965,Iris-virginica
+26,4.955705217266662,3.162030918193648,1.20542512561624,0.4260618931258223,Iris-setosa
+27,6.009736616349759,3.1729299837124665,4.79294399036721,1.4242669989704402,Iris-versicolor
+28,4.615712323495876,3.2893239211030094,1.5015531271613138,0.3062167721372079,Iris-setosa
+29,5.273848653527535,2.8727188895535574,0.9885608579906179,1.1621831031725798,Iris-versicolor
+30,5.955062827696558,3.062800593680322,5.748346693158384,1.9449822054262955,Iris-virginica
+31,6.056342210627524,2.861072464028042,4.476281702476581,1.6368606712364626,Iris-versicolor
+32,5.665336521293612,2.1503362056035917,3.9143112999644782,1.0107490066750566,Iris-versicolor
+33,5.2490128075858316,2.6373798586875323,1.3273401627818293,1.2156786061706604,Iris-setosa
+34,4.932909900653497,3.335053356318713,4.788184533301136,1.4438199220709689,Iris-versicolor
+35,5.20432368132207,3.064314155383234,1.156134449233513,0.21813694307824522,Iris-setosa
+36,4.995586127548839,3.816223143263446,1.3931775887233924,0.39040017250684467,Iris-setosa
+37,6.3983136276253525,3.1946889547307005,5.061465665983957,1.5744632227524455,Iris-versicolor
+38,7.089301187753892,2.685119732843366,5.819709141694328,1.6938351923050297,Iris-virginica
+39,4.87018190332154,3.1778039701062357,1.4300521973457447,1.4434582278591384,Iris-setosa
+40,5.144581727031816,1.9694567976598338,2.3152386669889617,1.2002749247511033,Iris-versicolor
+41,6.52459043839647,2.652732882877673,4.86859652105771,1.7812718658261613,Iris-virginica
+42,4.99218207928378,3.338183718053535,0.9490681044141531,0.2319848091418518,Iris-setosa
+43,5.377298523267747,2.6518978160967506,3.5976166935343405,1.1302474361573607,Iris-versicolor
+44,5.119189817786809,3.343379376618357,1.5768827939925267,0.2769243360823382,Iris-setosa
+45,4.997599011596065,2.668293102645449,4.980682339421069,2.0046568818125112,Iris-virginica
+46,6.616652012053838,2.836112583414823,4.767889849861302,1.7640712093937467,Iris-virginica
+47,5.283522709909571,3.939421855900763,1.5148870840060142,0.23946111215653568,Iris-setosa
+48,6.423246029694699,2.702836026625232,5.427593921111915,1.4735013832646522,Iris-virginica
+49,4.847844886437525,3.4088991620424443,1.53332956955409,0.37502433009090996,Iris-setosa
+50,4.9040811913365765,3.1918515744556446,1.4061094897877666,0.25392404058016654,Iris-setosa
+51,5.440709520507525,2.971764203236578,5.67612267949066,1.5439122546139437,Iris-versicolor
+52,5.327046674530421,3.6377546029121843,1.4822538283040676,0.20665363695718458,Iris-setosa
+53,4.610626520745882,3.3332539446290457,1.3726207396053294,0.2582983748939456,Iris-setosa
+54,5.939671883071624,2.490361408008437,4.917346887923268,1.4828459853458154,Iris-versicolor
+55,6.29052103264098,3.1875356814682005,4.373635360605699,1.436574339161613,Iris-versicolor
+56,4.877866847893802,3.0981589004446923,1.574579296290041,0.3715570488616692,Iris-setosa
+57,6.284375277060983,3.001532310013202,5.12750442147703,1.6324190085044572,Iris-virginica
+58,5.316126554302673,3.978903056648114,1.7274749285665199,0.19849797472915345,Iris-setosa
+59,6.053686206099414,2.8081853765172142,4.357394628367651,1.554869451444408,Iris-versicolor
+60,5.62944992836967,2.8732239849052177,5.60449008999276,1.7543854176177818,Iris-virginica
+61,5.6719885378869765,2.6766998148557613,3.918027848099594,1.2758468741953513,Iris-versicolor
+62,6.161716993666721,2.58427953411416,4.236304825247843,1.344008092255316,Iris-versicolor
+63,5.772936674521289,2.7253888797971504,4.385369045910952,1.251938633041275,Iris-versicolor
+64,5.492763687910893,2.9331815036246924,4.177473333552722,1.1123975084225166,Iris-versicolor
+65,6.211743374927022,2.33809819314801,4.788180731672936,1.201729374470036,Iris-versicolor
+66,6.63770647391587,2.7770144690527316,5.185931149866172,1.9021977062187065,Iris-virginica
+67,7.013224501716463,3.490092248525108,6.088797926261888,2.0631766676285226,Iris-virginica
+68,5.7478413347413655,2.7605150911346774,5.015632026771291,1.6784144241493144,Iris-virginica
+69,6.081735518885151,3.265165213275277,5.274610749537289,2.1328910393633613,Iris-virginica
+70,5.673888102347683,2.0554749885804195,4.070801604532923,1.046791736908182,Iris-versicolor
+71,5.623972703228024,2.2484320677739222,4.12950914574181,1.2171703919492707,Iris-versicolor
+72,5.507314048930495,2.705547962132777,4.816160492975542,1.3815921997456873,Iris-versicolor
+73,5.190598845117037,3.1225889638397724,1.389241597910223,0.21806880867499556,Iris-setosa
+74,5.608508783287352,2.696852392163904,4.616147110837336,1.2397118733484611,Iris-versicolor
+75,4.959887643055372,3.3170012605639405,1.5472673346595907,0.18525701083624882,Iris-setosa
+76,6.11835851635864,2.435276270986736,5.105804397628022,1.6926795382675484,Iris-virginica
+77,5.159573612310292,2.5941952361715948,4.003952185608312,0.8014095233908355,Iris-versicolor
+78,4.955583321789128,2.954390087918781,4.752547147801393,0.24122765052281792,Iris-versicolor
+79,6.549299808734192,3.480145332500693,5.8911045213908695,2.5846514708443973,Iris-virginica
+80,6.399499561826188,3.363619907043816,4.847320650058238,1.3975778965604184,Iris-versicolor
+81,4.705246326048991,2.6832380225591073,3.9421003002964214,1.1920742764923118,Iris-versicolor
+82,5.1511311288515635,3.7723539285959053,1.3749683377397315,0.22304653853214257,Iris-setosa
+83,6.136707649426564,2.792659237860726,4.68747165634901,1.4481817822282594,Iris-versicolor
+84,4.76507185263898,3.163804912952635,1.4272744466885197,1.6845251351930786,Iris-setosa
+85,5.1716627748268635,2.7917586612484357,4.3947098370786835,1.4033195045500864,Iris-versicolor
+86,6.78170026764687,2.6594472098485418,5.181285057561332,1.7005758832652091,Iris-virginica
+87,6.814857043338331,3.377258489290942,5.427136337183291,2.221345787317082,Iris-virginica
+88,6.788405018593826,3.5482294837841546,5.832778356650768,2.3314897702005872,Iris-virginica
+89,5.631525623135379,3.0251113886631535,5.020587284203266,1.3859316032201645,Iris-versicolor
+90,4.970294905971646,3.2463337120092977,1.306302337461727,0.14121010618787888,Iris-setosa
+91,5.786075046365187,3.0751763027668675,4.4613662603806885,1.3493632399301432,Iris-versicolor
+92,4.7739426885540865,2.913596870137151,4.581529887007848,1.0838608387144357,Iris-versicolor
+93,5.52185333048904,4.029187602093707,1.5467707829874373,0.16635105848500786,Iris-setosa
+94,5.245987374623783,2.2599718541894265,4.269121174639497,1.4346475810897976,Iris-versicolor
+95,4.782218139989489,3.4014192136678125,1.5013253649990752,0.2589064741076127,Iris-setosa
+96,5.101519392597279,3.4442245479863756,1.4840403358382026,0.23118430378053414,Iris-setosa
+97,5.137904902222224,3.0730373323317965,1.2662814127088882,0.19376821791686996,Iris-setosa
+98,6.196113467137286,2.418769115883317,5.3718524491364406,2.1945787383659923,Iris-virginica
+99,4.871184215291868,3.2248337111127174,1.503401230442024,0.20289035050840243,Iris-setosa
+100,6.860426857714443,2.8970460499357413,5.947623744974922,2.068110470510538,Iris-virginica
+101,4.621033085020535,3.0157408731048068,1.3681898441024698,0.3023756448289221,Iris-setosa
+102,5.276152040827157,3.620562735239284,1.5122919775443713,0.30717861935215485,Iris-setosa
+103,6.506924392003343,3.3561006949542516,5.4985190213237205,2.6732745349559437,Iris-virginica
+104,6.164658229788508,2.594153873014883,5.248035126007,1.8270496437139159,Iris-virginica
+105,4.894149908456104,3.1892121819338213,1.3276029360077226,0.048467196303045634,Iris-setosa
+106,6.694332089802015,3.0410120261235307,5.226527617192874,1.6012142109024652,Iris-virginica
+107,5.21220921821874,3.256125856581864,1.7688295471415305,0.23155325445933048,Iris-setosa
+108,4.591410879677582,2.497835949276864,1.2452624650081772,0.0655097019967609,Iris-setosa
+109,4.70795331451026,3.0917532678641133,1.285590954134747,0.1524406157969474,Iris-setosa
+110,5.9584285292049906,4.082113434075515,1.6662333648854584,0.445493969447069,Iris-setosa
+111,5.862426583730287,2.8826251699921572,4.642770142964767,1.291713700186794,Iris-versicolor
+112,6.312444831154932,2.8995414143134184,4.971131967580715,1.9521310659960336,Iris-virginica
+113,6.3482179893008075,2.602429083592223,4.231825396751534,1.469238699910179,Iris-versicolor
+114,5.018115237906366,4.208470429560757,1.3549041438196374,0.16551669158874793,Iris-setosa
+115,6.4218745000693405,2.7429304875024654,4.559054231747144,1.3043177612408048,Iris-versicolor
+116,5.6159355207343715,2.8186735154140696,5.582867734687284,1.5878723147632339,Iris-versicolor
+117,6.148230743874072,2.816857394261543,5.405795273317341,1.567970361365673,Iris-virginica
+118,6.4223390527054915,2.9900865498155493,4.790743646179028,1.696545165570302,Iris-virginica
+119,6.646679022715068,3.2112137260595786,5.406406904664013,2.5110268859096903,Iris-virginica

iris/tvae/1/14/test.csv

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

iris/tvae/1/14/train.csv

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

iris/tvae/1/14/val.csv

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

iris/tvae/1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.911451436171946,3.1204166738878882,1.6222177140183587,0.12157572360920288,Iris-setosa
+1,5.643546915173494,2.9562433329483393,1.2918823919134075,1.445815951528134,Iris-versicolor
+2,6.707302223018225,2.925579486374469,5.058280915924834,1.6965309637129533,Iris-versicolor
+3,5.795648911019367,2.695668856240381,4.912138567662884,2.0040202588433917,Iris-virginica
+4,6.138193968322385,2.7231961548771,6.5277894059132855,1.7538288627817498,Iris-virginica
+5,4.926531771091319,3.0462402295924487,1.566000531428803,0.22837907236161012,Iris-setosa
+6,5.91383552598633,2.7281187791111012,5.167942887314827,1.5016064584920183,Iris-virginica
+7,4.515555085151126,3.368770721308962,1.4287861720771127,0.21993862184146573,Iris-setosa
+8,6.373343920722252,2.9579027161222293,5.261896685090025,1.939793228199078,Iris-virginica
+9,5.532415197535863,2.4282643656647274,3.1606286074909984,1.1238516766101116,Iris-versicolor
+10,6.22592981581868,2.7647602917660423,4.688456650962765,1.9442257502338216,Iris-virginica
+11,7.247839590047291,2.2803203817035236,5.763782327728936,1.8283855567237688,Iris-virginica
+12,5.910787190201115,2.8698448623335877,4.06261689372984,1.4752733719590876,Iris-versicolor
+13,6.014604624228567,2.707986439930136,4.769966571793075,1.6230196870492872,Iris-virginica
+14,5.184645497606229,2.506335939215784,4.0505716880889855,1.1025210106513401,Iris-versicolor
+15,5.004162784393599,3.5334138136649402,1.5186495040007548,0.3024034060780104,Iris-setosa
+16,5.952341428844605,2.87049834631103,4.2889281391502445,1.6139750528163315,Iris-versicolor
+17,7.335117858494425,2.883397425034376,5.884939571931623,1.9906046806676032,Iris-virginica
+18,5.134086446990501,2.900875945517056,1.611864865513133,0.1186397523378713,Iris-setosa
+19,5.514940018021262,2.9327539315179556,4.354541524617671,1.1063447989693058,Iris-versicolor
+20,5.865920853088562,2.405560131173662,3.836476343626079,1.2487355588668447,Iris-versicolor
+21,6.154944038115707,2.6347750217810555,3.7175497719114743,1.2640869979434386,Iris-versicolor
+22,5.646912591084461,2.871780368106274,4.500285932494201,1.3558054179972063,Iris-versicolor
+23,6.700631824949355,2.8902596015973328,5.404388857246267,2.0981620518718485,Iris-virginica
+24,7.107748579416341,2.911293187003919,6.364588734904288,1.515927973464421,Iris-virginica
+25,4.900207402974023,2.8183880049543437,1.5113097195714111,0.3240690658541292,Iris-virginica
+26,4.299296638735967,2.544929830702082,1.3424125495428039,0.0896584987732793,Iris-setosa
+27,5.440866619680529,3.854303838802703,1.6465984226630135,0.18157282528444557,Iris-setosa
+28,5.821754341215001,2.804301661457228,4.994710782756066,1.5288483546319411,Iris-versicolor
+29,5.317670454534339,3.689386363676108,1.4439958382169116,0.1973171203364723,Iris-setosa
+30,4.692494229369503,3.3255604842467528,1.2270209390975482,0.23614913607305224,Iris-setosa
+31,4.338494515954058,2.7598841817999626,1.7520538487213706,0.004479295038340103,Iris-setosa
+32,4.967765556032378,3.2369736904310495,4.702264834612924,0.1833222597424231,Iris-setosa
+33,4.777360090111501,3.0729344324057943,1.316627616815672,0.20351638945033507,Iris-setosa
+34,4.823988067903338,2.956330461765933,1.4630273279738115,0.07197229793522597,Iris-setosa
+35,5.186186414728546,4.297695883998829,1.3697204317690537,0.2873317376368132,Iris-setosa
+36,4.707759017491946,3.249157742896529,1.3983366365544008,0.13093037355079654,Iris-setosa
+37,7.356979272383318,3.0463309295236813,5.911962075014709,1.968293322566468,Iris-virginica
+38,4.673060461186436,3.013230857383117,1.3728389308560898,1.3230648707800703,Iris-versicolor
+39,6.459232320089216,2.838681917345343,4.856853491439247,1.8352024741951858,Iris-virginica
+40,6.286806401592927,3.045641223033074,4.5493260103334965,1.8061428220836564,Iris-versicolor
+41,5.569425409735201,3.8895077952493344,1.5763373575214321,0.3715812840208271,Iris-setosa
+42,6.897951572167209,2.6497850492663146,4.929049522529622,1.7534948772472878,Iris-versicolor
+43,6.686951433806095,2.621437186349248,6.287719409259141,2.0476234978807657,Iris-virginica
+44,5.60411051216128,2.4788094044405877,3.8961165629796577,1.2771721789740083,Iris-versicolor
+45,6.994545724588184,2.7291585694997944,4.170589377526755,1.4874794193904328,Iris-versicolor
+46,5.251788290127037,3.8637575634279253,1.60715214334438,0.27869538168660707,Iris-setosa
+47,6.355027446642781,3.346951237475465,5.488942972039736,1.7550591984122474,Iris-virginica
+48,6.3450024402904495,2.832407568745559,5.414427243128931,1.8824485189909663,Iris-virginica
+49,5.0771032120076915,3.1155562879084133,4.327248544890768,0.33288092004485337,Iris-versicolor
+50,5.8094484918323905,2.606597463988252,5.0260337774844075,1.607881712495867,Iris-virginica
+51,6.403532388588574,3.050422665127433,4.441547255191958,1.3055421435376722,Iris-versicolor
+52,5.328604054769842,3.0108247868950597,1.4970885145420452,0.28592099351499545,Iris-setosa
+53,5.916052594242331,2.535511286558955,4.268618555664645,1.1307151612481618,Iris-versicolor
+54,5.883428848773184,2.8402134271644175,4.830069732582753,1.4131689355398136,Iris-versicolor
+55,7.516178377098338,2.8528556394933866,6.071464211361711,1.7826035957647957,Iris-virginica
+56,7.092577462014782,3.215565325649664,6.082995866669743,1.9007562097146191,Iris-virginica
+57,5.317184247517334,4.5179819999865005,1.295462464399399,0.45373586020197704,Iris-setosa
+58,6.41093103051974,3.037899471075264,4.825356955526923,2.03876049131552,Iris-virginica
+59,6.52973224607349,2.6799471174011726,5.368475425645809,1.6427945110981013,Iris-virginica
+60,6.378038179409469,2.3508220581731276,5.428037734544143,1.850693721168176,Iris-virginica
+61,4.989762832818969,2.8216192326206717,3.617632216098571,1.2725038700899076,Iris-setosa
+62,4.602845240576892,3.155617890281182,1.2938211365970733,0.014297000359750844,Iris-setosa
+63,4.988139213337132,2.559127946286486,3.810951862719592,1.1391356588974844,Iris-versicolor
+64,6.824469142382326,2.8445441560181455,4.612245824637347,1.752482200270097,Iris-versicolor
+65,5.952226787524779,2.5583002053926203,5.114932920933435,1.537047724037188,Iris-virginica
+66,6.174709939537358,2.968430324739775,4.094830305954364,1.4445086373006037,Iris-versicolor
+67,5.857865291526281,2.7574981707508988,3.9835644650485937,1.4899267970494432,Iris-versicolor
+68,5.634836802044368,2.644337104570046,4.0330241487267084,0.9409016122292335,Iris-versicolor
+69,7.764185334275044,3.4016773387558157,6.604592852666544,2.372011112209581,Iris-virginica
+70,5.51737326099223,2.8524416177575924,4.0360326899695345,1.5880109661762962,Iris-versicolor
+71,5.718083671189409,2.691877840878963,4.80302511540432,1.8228734266220725,Iris-virginica
+72,4.603474104194458,3.058905808467599,1.6531544197996295,0.021413972102839296,Iris-setosa
+73,5.448105581769659,2.6898249611330725,3.774186207465826,1.4014675479814596,Iris-versicolor
+74,6.329136599198678,2.8313470796840168,4.377500770566059,1.3964695780396301,Iris-versicolor
+75,6.4667911535098055,3.384077753353869,5.441730078665324,2.4547571869819564,Iris-virginica
+76,4.782823533407001,2.9213296087557796,1.5567186619664335,0.325161359704103,Iris-setosa
+77,5.173403316705828,2.7423011720797352,3.7585683731986244,1.1103760845588821,Iris-versicolor
+78,4.857734101917476,3.6081733208602564,1.305786843770174,0.3121793639474813,Iris-setosa
+79,6.039400497148313,2.9933357363526283,4.904396700360238,1.6514236889537908,Iris-virginica
+80,4.919639265594604,3.0734743047058513,1.3859930995974066,0.18815555502949932,Iris-setosa
+81,5.537686213170586,3.4225522743079497,1.492890925709136,0.3137697251987036,Iris-setosa
+82,4.786103469363704,2.153844873433719,3.6901490257400695,1.036191643019609,Iris-versicolor
+83,4.7027772983502025,2.9508035935099475,1.664143926909816,0.26646524366892665,Iris-setosa
+84,5.840786777095551,3.123103263279497,4.497055583471764,1.265770569856223,Iris-versicolor
+85,5.827098986054489,2.6071549442191047,3.9989738233179035,1.3350305001265512,Iris-versicolor
+86,5.040178881897299,3.7677069535105066,1.1738060248208173,0.4041236819924773,Iris-setosa
+87,4.813139929078508,3.5651211656879145,1.435295039367083,0.3432229764350206,Iris-setosa
+88,4.774123426606662,3.511150954469417,1.5908532245622578,0.24865962832710362,Iris-setosa
+89,7.048161513609316,2.81041277854747,5.1702770125806765,1.8118625491761478,Iris-versicolor
+90,5.116736058945468,3.31311312081049,1.5673357724367483,0.2909387942567587,Iris-setosa
+91,5.774495712571025,2.9763230074096,4.716964710016087,1.9124479120703295,Iris-virginica
+92,6.912844334539592,2.952276927294461,5.078581964918246,1.4812541318461443,Iris-virginica
+93,4.772563936801672,3.2235680095787367,1.2056055449195824,0.21417612558714508,Iris-setosa
+94,5.270796374248066,2.0791643951250496,3.7998715401728607,0.9878906689322328,Iris-versicolor
+95,5.119873161713945,3.8231341424890948,1.2522405728492794,0.3026299405620857,Iris-setosa
+96,5.885052999694358,3.206410962616579,4.915714407263158,1.6109923166236493,Iris-versicolor
+97,5.128729353597245,3.5287258340826613,1.5788056088777926,0.2721355045456622,Iris-setosa
+98,4.697856555073581,2.841574908538446,1.4694291475723225,0.15874031295727992,Iris-setosa
+99,5.987673366533237,2.942129145385803,5.060929497598859,1.6811371549563894,Iris-versicolor
+100,4.414330619230195,3.065862352185679,1.1638498153866568,0.2659160336319672,Iris-setosa
+101,7.254468831439114,3.155519364454876,6.33548070924805,2.2708754260343302,Iris-virginica
+102,6.556158811766123,3.1524310374254907,5.35520975939175,1.933632402790108,Iris-virginica
+103,7.523918028114258,2.7209506959155747,5.663135309625154,1.8763846732566984,Iris-virginica
+104,5.344511983287226,2.628828743584698,4.446770835850384,1.1555687890233375,Iris-versicolor
+105,6.818692869889572,3.0366472983359087,4.640945466175742,1.3775568723273797,Iris-versicolor
+106,6.39851342958601,3.398709839783276,4.579181500209971,1.3793908772298442,Iris-versicolor
+107,6.604935126575756,2.8325266476710413,5.465237644326186,1.8888173817541105,Iris-virginica
+108,6.583364018259942,2.7844989580401114,4.661118256749457,1.3930072785799845,Iris-versicolor
+109,6.33384141366726,2.7192898568742665,4.493480444991745,1.2980446041569729,Iris-versicolor
+110,5.165378876782595,3.4153552493394326,1.6024182525264545,0.30880047092545415,Iris-setosa
+111,4.951071793684965,3.128336320645603,1.3689548161452025,0.20910385553363145,Iris-setosa
+112,6.928323576058321,2.802347037406161,5.414765628735324,1.9822944526710842,Iris-virginica
+113,5.038442047979749,3.218179127257309,4.7365262523061,0.30318398336576796,Iris-versicolor
+114,6.057529873265219,3.943519598052172,1.7854958939513386,0.2859044914478021,Iris-setosa
+115,6.696825618361947,3.0653601108790207,5.193599942790049,2.158838547516693,Iris-virginica
+116,4.901212130721783,3.2532022413417288,1.7477780902085447,0.27574382993065205,Iris-setosa
+117,4.937419111084382,3.5113939957895335,1.681256513645033,0.2075834706080545,Iris-setosa
+118,5.7600856276060215,2.876521593529193,4.7464710519643765,1.3444296508355424,Iris-versicolor
+119,6.402687199909351,3.06029718769618,5.183026395484241,1.7173172644570138,Iris-virginica

iris/tvae/1/15/test.csv

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

iris/tvae/1/15/train.csv

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

iris/tvae/1/15/val.csv

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

iris/tvae/1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.345916884972228,3.4413630895104093,1.4986714481033891,0.3109628509141324,Iris-setosa
+1,6.543633987835475,3.401849129258427,5.768267238660151,2.0747536527528694,Iris-virginica
+2,5.019100631064608,3.5970598720993805,1.4674589223733134,0.1870699957835254,Iris-setosa
+3,6.166092798786158,2.940454481484335,4.897540820291565,1.5150802892216328,Iris-virginica
+4,6.3354979090149,2.94930828284296,4.6944947947878015,1.7431000409589008,Iris-virginica
+5,4.81095638418164,2.9205274844376943,1.4625077484820288,0.17641304696113458,Iris-setosa
+6,5.441120792178623,4.273340638095453,1.5307896097546565,0.3346766729013877,Iris-setosa
+7,5.733131773630404,3.362073205783495,4.609546248785176,1.4591874444212198,Iris-versicolor
+8,4.83807230728824,3.6216363395126514,1.3989973434050937,0.370979131774342,Iris-setosa
+9,6.251608221351277,2.717023416575848,4.81166081535009,1.9077872406223597,Iris-virginica
+10,5.164191182891392,3.9672532105958647,1.3480310271569873,0.11797268485829451,Iris-setosa
+11,5.241690422998522,4.3589596374918145,1.5498141448473197,0.2751756944369404,Iris-setosa
+12,6.7793782323461365,3.123222204372221,4.791076251346783,1.472301509227274,Iris-versicolor
+13,4.94004305998783,2.993507546807643,4.903583596229426,1.6443716521304996,Iris-virginica
+14,5.90778454570524,2.473450082043427,5.083950375534437,1.9678505892543459,Iris-virginica
+15,6.941420771208788,2.9315514552623387,5.168253459992292,1.7759663586914942,Iris-virginica
+16,6.653805850446291,3.290737855881636,5.662877878737136,2.109920448535239,Iris-virginica
+17,6.657962080206671,2.8508729627268337,5.729576790473692,2.2826449871220813,Iris-virginica
+18,4.758540499742788,3.2881229948524267,1.4818600825456754,0.2288319812795445,Iris-setosa
+19,5.296790170030011,3.0034513281011246,1.3362873031659328,0.20094711138941757,Iris-setosa
+20,6.221199295634163,3.1866247465804465,4.121956037016932,1.1735992020508126,Iris-versicolor
+21,4.6790038463579915,2.671758095675109,1.2264149054397604,0.13369525046279235,Iris-setosa
+22,4.802873539083556,1.9287885532616855,2.9969102307494984,1.1643598206372927,Iris-versicolor
+23,5.905829290593967,2.4996241568148383,3.7358563096575113,1.0008516117002273,Iris-versicolor
+24,7.851291683069585,2.7368735756237306,6.270370742952056,2.125537533039057,Iris-virginica
+25,6.20521786933151,2.8802408763882843,4.730030799272851,1.404652076039332,Iris-versicolor
+26,6.132779718705041,3.131219270637756,4.868915779279945,1.5016418069592605,Iris-versicolor
+27,6.720002688112085,2.5849111221930055,5.270969300190574,1.726539029679735,Iris-virginica
+28,6.546075506007851,2.9193521484133025,4.202699979071629,1.4132948371907312,Iris-versicolor
+29,5.419966303456689,2.781316414382384,4.048725720787906,1.1915700824405833,Iris-versicolor
+30,5.944068315050957,2.643654968132115,4.838217611610742,1.6080462120389472,Iris-versicolor
+31,4.6370477290870165,3.270681168115852,1.2762061549207169,0.16742814939095085,Iris-setosa
+32,7.121840455490397,3.02063093371342,5.9352546460212,1.6982674986467832,Iris-virginica
+33,6.262169618582659,2.9772763645293634,4.629181759113323,1.7055033997138214,Iris-versicolor
+34,4.539483849276002,3.127905650997799,1.093477513364415,0.15455988452052255,Iris-setosa
+35,4.963585846164263,3.784415933284499,1.6125205186022842,0.29016324666680526,Iris-setosa
+36,5.8115259511585045,3.08890781986194,4.467732612265259,1.3028053028478133,Iris-versicolor
+37,4.8449831288995435,3.2320415999162497,1.3876392459789788,0.17163419476038466,Iris-setosa
+38,6.925458887155753,3.8812363497894276,5.708871857308539,2.349741850888736,Iris-virginica
+39,5.185967848645781,3.539911024310685,1.4350136753228522,0.17540109272579493,Iris-setosa
+40,6.243749543704295,2.5812936397349353,5.270924463275948,1.527875281105936,Iris-versicolor
+41,6.596583635159519,3.5806200048114802,5.528155901840415,2.176948567583884,Iris-virginica
+42,5.430180914905454,2.837855546414733,3.726390443220482,1.0968164188294924,Iris-versicolor
+43,4.826735597667503,3.3192320756621,1.4255070981442775,0.13324810991364217,Iris-setosa
+44,6.381779805444821,2.779995001557504,5.068205839466402,1.6446296213483793,Iris-virginica
+45,6.427531315032453,2.754435026983395,4.9959208548424865,1.4846977864204491,Iris-virginica
+46,6.116978487079701,2.747702440557326,4.442416137771083,1.422324558325646,Iris-versicolor
+47,5.120314361650186,2.359850955680113,3.905472415344465,1.3692023367640913,Iris-versicolor
+48,4.665623023152031,3.4255898537301763,1.4427795853202474,0.3106712207896317,Iris-setosa
+49,5.658717647225244,3.1930008571982875,4.4099094810953305,1.7482940089097743,Iris-versicolor
+50,5.109002259058036,3.4366193919979873,1.5914654429910478,0.22822343228345007,Iris-setosa
+51,6.500276058591384,2.695209038287936,5.070821883780249,1.9007074904648333,Iris-virginica
+52,6.208601114747372,2.4225104559464707,3.5146931711057317,1.262769989571701,Iris-versicolor
+53,4.498893587690675,2.9191240558874565,1.662400914568129,0.29314078451502584,Iris-setosa
+54,6.625281492044199,2.8787593300106975,4.3151073101205935,1.1945066090711347,Iris-versicolor
+55,5.061209890318947,3.3921722502499883,1.4132436970938418,0.17951228261492683,Iris-setosa
+56,5.660313883349304,2.6881886302061972,4.337059058295326,1.2328666196600568,Iris-versicolor
+57,5.962782185654068,2.376722507528479,3.395246989118738,0.9665973428325226,Iris-versicolor
+58,4.759034648403118,2.8917869651488917,1.3750186976482877,0.1592348959524827,Iris-setosa
+59,7.048116682602069,2.872974433817925,4.618559931720091,1.4424682091087746,Iris-versicolor
+60,4.866324344971047,2.734738485308884,3.965175092108318,1.0294497210820872,Iris-versicolor
+61,5.730992348780971,3.2253245126943555,4.541485621903776,1.3970853265349739,Iris-versicolor
+62,5.255943170592966,2.720266375738619,4.192923109705568,1.173297094170895,Iris-versicolor
+63,5.493708540839579,2.6311228942540428,4.776041617662625,1.8042708487983172,Iris-versicolor
+64,6.766034137469308,3.106992921399747,5.6281056171168,2.1186494115904835,Iris-virginica
+65,5.020235783719928,3.7578169187673587,1.4129467318424944,0.3439833977157837,Iris-setosa
+66,6.6051803305277055,3.0907709568592194,5.682941538187644,1.7240945904141198,Iris-virginica
+67,7.03318393010483,4.193794259954179,5.504087349973729,2.046660509324593,Iris-virginica
+68,6.557975355283587,3.0902201205497755,4.308950202762488,1.1868464374586207,Iris-versicolor
+69,5.9620980901467036,2.996553950476009,4.302602001072668,1.4468465255909981,Iris-versicolor
+70,5.330128355856314,2.8601783894914616,4.696653193627928,1.4217587678007697,Iris-versicolor
+71,6.0334669813118245,2.6421791736409026,4.990129499947532,1.778564340572383,Iris-versicolor
+72,4.809631149376624,3.3380317709436187,1.2895527031566847,0.18392352215787428,Iris-setosa
+73,6.462142827400402,2.508463100553369,5.334364579845545,1.804685497954283,Iris-virginica
+74,4.608547788521061,3.2319353440920833,1.3797297657337846,0.26095470829306683,Iris-setosa
+75,6.626296667215236,3.2081991959262357,5.836441242931675,2.10254109364628,Iris-virginica
+76,6.88908305198392,3.0377548700796515,5.405359390931375,1.8070122674239342,Iris-virginica
+77,6.485741142677132,3.0519238594401283,5.822260997902481,1.978892453242182,Iris-virginica
+78,7.028870938170863,3.4077090054764123,6.0744029897430325,2.261495154895008,Iris-virginica
+79,5.128767965028702,2.887492751579776,1.6149354883744265,1.0728322814538116,Iris-setosa
+80,4.907618226211016,2.2450046494392533,3.320266387874504,0.9846714780690055,Iris-versicolor
+81,4.76084060279996,3.1782855963241925,1.1613540391843982,0.14136341441262357,Iris-setosa
+82,4.946844834886113,2.9794463260919097,4.735223817881033,1.7222372077734174,Iris-virginica
+83,4.601445133871201,2.46027959349618,1.217649763246439,0.08232190011166388,Iris-setosa
+84,6.3223633727641655,3.008701754687219,4.333006536752818,1.4338281639237773,Iris-versicolor
+85,5.183722476432293,3.53891215758795,1.336280270309424,0.09811545567279653,Iris-setosa
+86,4.547648584603789,3.144219564916612,1.3722153795067915,0.18394584058025878,Iris-setosa
+87,7.47511160523141,3.2928744996734,6.213027090920783,2.2438761445138002,Iris-virginica
+88,6.367354408709993,2.818777937940423,5.497413463328189,1.625227207206435,Iris-virginica
+89,6.569923542217781,2.9393637694122967,5.521604146378391,2.2482455779545507,Iris-virginica
+90,5.086237412983,2.260266937907239,2.960452561190809,0.9873318415215557,Iris-versicolor
+91,5.7219248101577405,2.881890090893621,3.630347173458787,1.2576530075404442,Iris-versicolor
+92,5.2403832389810185,3.680828840083393,1.586646635207214,0.26469408181175547,Iris-setosa
+93,7.737963988501627,3.4960786645708595,6.447313193057254,2.0289236999861253,Iris-virginica
+94,4.399806653054844,2.661801941830818,1.2434124385700207,0.08712289948558871,Iris-setosa
+95,5.742842155122065,2.8234940932317403,4.415942102671561,1.7320691655515537,Iris-versicolor
+96,6.121142974448121,3.0293203079872115,4.30663915955337,1.2954524670055019,Iris-versicolor
+97,6.190261872313904,2.677654669359561,4.8343914433970285,1.6201406763599497,Iris-versicolor
+98,4.691327668259529,2.8551673223954905,1.3529450949142263,0.19663103500143883,Iris-setosa
+99,5.960948967107402,2.7596649861738394,4.838859265512342,1.2356537132051573,Iris-versicolor
+100,6.266752470229901,2.872462684973294,4.442988980352035,1.27304307260088,Iris-versicolor
+101,5.773303635448739,2.6556882069416923,4.814329196026565,1.3505911380523588,Iris-versicolor
+102,6.284514498479386,3.00346191518108,4.512594621732417,1.4874555569386578,Iris-virginica
+103,5.210278378482751,4.388216986212754,1.6621289092697296,0.40790167366425495,Iris-setosa
+104,6.672517829154424,2.810620569863843,5.0840305480447965,1.784282996879647,Iris-virginica
+105,7.3875111056368405,3.0867178705779934,6.012889295132399,1.7872462481281077,Iris-virginica
+106,6.4361514142303635,2.448846555004372,4.433306791809309,1.4885623332986084,Iris-versicolor
+107,5.722442169022375,3.0786734528256354,4.976592555505882,1.5497762758824167,Iris-versicolor
+108,6.8555339145560055,2.824991186558631,3.852746890900711,1.409602089662166,Iris-versicolor
+109,4.699726083638127,3.1563962090406643,1.2235467396417743,0.18897754754057416,Iris-setosa
+110,5.070431703405698,2.859560042526047,1.2950859804325239,0.3282174874095624,Iris-setosa
+111,7.487347433830559,3.004877820730272,6.528466866249587,2.1081142927046637,Iris-virginica
+112,5.865244829508212,2.8635643139345435,4.695757800138161,1.5051438866442317,Iris-versicolor
+113,4.927757371651355,2.9176189599940185,5.246230064621344,1.5380517548991866,Iris-virginica
+114,6.574204048834514,3.008973720490411,5.555590521892935,1.5972013544049246,Iris-virginica
+115,6.646975160026247,3.0644588821790113,5.329436413265376,2.056403017196141,Iris-virginica
+116,5.658826975372567,2.3163727795040527,3.870528605351918,1.1794732646710875,Iris-versicolor
+117,6.8561223296863725,2.9238092760326486,4.986757283834528,1.4447104351018942,Iris-versicolor
+118,4.923072397934637,3.1268275077713232,4.741500391596068,0.294556628345734,Iris-setosa
+119,6.2298933533115495,2.8852477116943867,4.605441065702001,1.4754428972236635,Iris-versicolor

iris/tvae/1/16/test.csv

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

iris/tvae/1/16/train.csv

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

iris/tvae/1/16/val.csv

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

iris/tvae/1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.96164478545119,2.3897677522777983,4.757240116997208,1.4506239253817996,Iris-versicolor
+1,5.24805458684535,2.3844603949974963,3.514599146872762,1.137815723969143,Iris-versicolor
+2,6.177570756654091,3.0227515292127585,4.349993267127255,1.3405565142780687,Iris-versicolor
+3,5.198286004401286,3.2867662471167747,1.361320476119237,0.06568800178280745,Iris-setosa
+4,4.501069184230907,3.0450385908789954,1.6311111399556029,0.3294532319394001,Iris-setosa
+5,6.305409304492925,2.7924046167261616,4.162098013625617,1.496941331898557,Iris-versicolor
+6,5.141409516415668,3.6820339703717813,5.028422461725272,2.0283456569984923,Iris-virginica
+7,6.563567110171976,2.9546912261705627,4.977704257836799,1.4464126858619404,Iris-versicolor
+8,6.026364824119874,2.83149056935189,4.468294920604078,1.4137460987555026,Iris-versicolor
+9,6.65729583620514,3.237513557547527,5.426437992141503,2.327394648528334,Iris-virginica
+10,5.241195553503414,2.893693977138827,4.860486896253248,0.1716250068728591,Iris-setosa
+11,6.924897562946082,2.8368955972311114,5.205081295721509,1.7865681136553042,Iris-virginica
+12,4.540678989098685,2.98446161381536,1.6610374417464293,0.22895078236786626,Iris-setosa
+13,5.0112646666807175,2.885034303798997,4.56307741878109,0.18906682078767748,Iris-setosa
+14,6.1321590830615404,3.100965825543016,4.219364409874062,1.5272714214902416,Iris-versicolor
+15,4.432921695658464,3.0186673256528684,1.2788334451497099,0.13282515698055503,Iris-setosa
+16,5.632695078679802,2.945499004434082,5.065035356389063,1.5431981359379938,Iris-virginica
+17,6.369645925255384,2.4950383281867237,4.558055515050971,1.6797957248929969,Iris-virginica
+18,5.672841094208699,3.294745067092107,4.678959952336575,1.4556185617811637,Iris-versicolor
+19,5.572719583032345,2.5425794913019715,4.5088819055894955,1.2751047164092748,Iris-versicolor
+20,6.373780032133107,2.9147076870644564,4.954143295507119,1.9206997211936934,Iris-virginica
+21,5.074671278960559,3.0839419870487355,1.347918355807191,0.21143492220168028,Iris-setosa
+22,6.57167976324178,2.6629957149836194,4.547822767723973,1.6307079246926874,Iris-versicolor
+23,5.91660996460112,3.379194997390266,5.057925690322308,1.481494323816428,Iris-versicolor
+24,5.741947713816794,2.4406226247906084,3.9995123957481717,1.3592073801132274,Iris-versicolor
+25,6.208365247084529,2.7643145962027376,4.605620907186649,1.6633047144992823,Iris-versicolor
+26,5.601333953222829,2.701267360869701,3.825741407463206,1.1537992114057913,Iris-versicolor
+27,6.345774407170394,3.0031444839495287,4.704768665521771,1.5267318206092877,Iris-versicolor
+28,5.661096066378407,3.0689328524927135,4.774203427674407,1.3875137888227544,Iris-versicolor
+29,6.566664438756796,2.6469076241372043,4.922210923230143,1.650741576208528,Iris-virginica
+30,5.921839996239672,2.633062188441912,4.179535499802498,1.3491440867691455,Iris-versicolor
+31,5.087606577181774,3.5253115276034985,1.6479076326838842,0.27270307457441817,Iris-setosa
+32,4.959715612540803,4.063894304255599,1.477570073813192,0.46807740135718834,Iris-setosa
+33,5.028653781360471,3.0897482938915592,5.107606441945018,1.5944023668701575,Iris-virginica
+34,5.294793739071686,3.403941717090771,1.5749671611484308,0.25739583536881183,Iris-setosa
+35,4.543430031609388,3.185055235684085,1.1425119930273584,0.2859394512416368,Iris-setosa
+36,6.655109874166932,3.143179645367081,4.371406878988937,1.3971409466748723,Iris-versicolor
+37,4.4942521522726215,3.1042879873307956,1.4582660221209045,0.22120420805810687,Iris-setosa
+38,5.381941653405972,2.8749129032182776,4.31319666339866,1.3353320258015153,Iris-versicolor
+39,4.768139265909177,3.381029184982821,1.3056235300978918,0.0987125122377851,Iris-setosa
+40,5.874478178225776,2.8944841894460764,4.744828904685242,1.852542606939695,Iris-versicolor
+41,5.172582094442015,2.2657620146837347,3.2032659582904013,1.137215477831091,Iris-versicolor
+42,5.395324152325402,3.2351988937803724,1.1759643126607353,0.13284499238885705,Iris-setosa
+43,4.607968032158309,3.1228482325161075,1.4384139068426465,0.3455414440349637,Iris-setosa
+44,5.1471764431192275,3.5029970069196645,1.4428478623910161,0.26414656445610457,Iris-setosa
+45,6.555366809981344,3.3170340565100442,5.120096058253298,1.9818542221394906,Iris-virginica
+46,5.009513960256386,3.129313661587876,1.6123293826683793,0.172951257396821,Iris-setosa
+47,6.408149954263261,2.7579940947485553,5.104757734565866,1.8685174215193665,Iris-virginica
+48,5.699118643254712,2.9110325512433097,4.710713731183685,1.583797374414639,Iris-virginica
+49,4.877795438032424,3.0314903522804917,4.170232490401586,1.5663285358530945,Iris-versicolor
+50,6.090987427321555,2.8894087619546833,4.644493916170038,2.354422411397767,Iris-virginica
+51,5.127880220792947,3.9109759810636446,1.4714444320295783,0.3615669573591807,Iris-setosa
+52,4.665216814119857,3.2024413762189647,1.2746521784635896,0.27201076141268044,Iris-setosa
+53,4.496438318188724,2.7094868098748908,1.2289269713193827,0.2110365500880238,Iris-setosa
+54,6.178966171433646,2.8691915629049047,4.373216454751767,1.7108264636560935,Iris-versicolor
+55,7.835002584159929,3.1585036821112125,6.929565655955164,2.065218986092936,Iris-virginica
+56,5.414487399078305,2.914149236200268,4.307119581020638,1.254288673071352,Iris-versicolor
+57,7.321504841811138,2.936673663899584,5.588182925948113,1.829835868083485,Iris-virginica
+58,4.976594941293943,3.0037771689829884,4.245119881894746,1.8145646541172118,Iris-virginica
+59,6.553497751978871,2.7513228402868672,4.951547758102582,1.3961864970459672,Iris-versicolor
+60,6.958866033124589,2.703113249391574,5.273912076988558,1.7804759605308795,Iris-versicolor
+61,4.89768850626375,2.9791273894882147,1.5087696255675238,0.25548746570603775,Iris-setosa
+62,6.928363993061402,3.668966936899742,6.03436959811207,2.470998667927096,Iris-virginica
+63,4.790615631979281,2.9496327739740855,4.795918152403124,0.15854403852364998,Iris-setosa
+64,4.95062863311633,3.3868113965002586,4.682810137108533,1.5459062554027267,Iris-versicolor
+65,5.107626458216688,2.80644772179279,1.5072183419725949,0.212617977698123,Iris-setosa
+66,4.900315069300662,3.366637525507859,1.391023955387669,0.1782520403256057,Iris-setosa
+67,5.224735075160476,3.166331237329792,1.2419656377487933,1.3456664503184623,Iris-setosa
+68,6.43543221615433,2.404598830541026,6.27778424554127,1.9287031119702238,Iris-virginica
+69,4.925662771333163,2.8836757123373555,1.5146837318021409,0.13619038895361898,Iris-setosa
+70,4.607440333543178,3.274073454799744,1.730932483174145,0.33227653316232536,Iris-setosa
+71,6.239154526589773,3.0056092663122986,5.13072660371307,1.476627621789463,Iris-versicolor
+72,5.25005385336246,3.482461539511297,1.3744852257738458,0.12914463095054826,Iris-setosa
+73,6.111068648308783,2.5831249082407948,4.885970247593693,1.6178210346361308,Iris-virginica
+74,5.903758572936846,2.7698860324872934,5.583818142371517,1.7518295475161263,Iris-virginica
+75,6.293391498609845,3.1985754012943706,5.007638978887085,1.667490707355589,Iris-virginica
+76,4.469509436816443,3.330940657916355,1.3129308017127475,0.10816461294123944,Iris-setosa
+77,4.784059265870431,2.849894788239842,1.3353382743598141,0.22971705234078044,Iris-setosa
+78,5.443470327030261,3.9240231512167894,1.4163647399592953,0.4930643996941054,Iris-setosa
+79,5.827658948248759,2.4705924902199303,3.566690177800612,0.9319701678824944,Iris-versicolor
+80,4.630156709729899,3.182922717079922,1.3439658099016072,0.08891674883461714,Iris-setosa
+81,5.754404781482612,3.2417649772945265,4.43971021872156,1.6935188597457886,Iris-versicolor
+82,4.741979169069205,3.095396917490255,1.3523132345922555,0.4224754403241521,Iris-setosa
+83,4.19429287902372,2.6007849332193653,1.307458787367656,0.06564467404549437,Iris-setosa
+84,5.061731960928521,3.6997349822520786,1.6918347174072133,0.41579902376133154,Iris-setosa
+85,4.789911169207447,3.436860940068038,1.5433423023903001,0.13314298319776788,Iris-setosa
+86,6.743140291187078,2.5199348348383315,5.431159411359232,1.7087811736580825,Iris-virginica
+87,5.397284106200749,2.7854518276182882,4.410514603205481,1.4349401700568003,Iris-versicolor
+88,5.149606952324643,3.231850784081449,4.754643904630965,1.604103626528403,Iris-versicolor
+89,4.730914276942196,3.343695304627099,1.2970043008903367,0.2861255960742979,Iris-setosa
+90,5.972401209295726,2.52640367012257,4.719063998024235,1.8203796135399377,Iris-versicolor
+91,5.8944881111674485,2.3627895265066496,3.6575627275693705,1.3997552825699793,Iris-versicolor
+92,6.371535977333059,2.972339304989926,5.439337271185152,1.6555348498533304,Iris-versicolor
+93,5.9346195846350005,2.7497327498751925,4.8803899570840015,1.9607527861585319,Iris-virginica
+94,6.137732972575222,3.0873382795090047,5.124008388702224,1.5649400345524784,Iris-versicolor
+95,5.706328588663446,2.846182022329681,0.9448431090425046,1.2583390846064493,Iris-versicolor
+96,5.011147667412066,3.686062000404038,1.455022942751022,0.3843542921263233,Iris-setosa
+97,4.954056597110278,3.610529302598975,1.4600364335102154,0.29685280386727797,Iris-setosa
+98,6.0468022656585365,2.669823736169317,4.282577319110913,1.0353302590260052,Iris-versicolor
+99,7.713801767538668,3.4426328573823155,6.5671771057010755,2.2384073832799496,Iris-virginica
+100,6.2964690615813454,2.530781387497905,4.082358164517262,1.2231462140711118,Iris-versicolor
+101,5.810982843177391,3.0097703069013715,4.610486716523027,1.3989797604552834,Iris-versicolor
+102,6.179702809421507,2.663808477603622,4.612146803649999,1.4896859243286948,Iris-versicolor
+103,6.497649698048469,2.8550568515574484,5.181625053199994,1.6752437658049832,Iris-virginica
+104,4.830125816674679,3.431519060401483,1.6095748915881243,0.22329100157673093,Iris-setosa
+105,5.3516954707606725,3.8192658376100157,1.2822680922237297,0.2387706672491306,Iris-setosa
+106,5.624869404564162,2.92047174569808,3.9665778234359794,1.1028167624186824,Iris-versicolor
+107,5.973113863764333,2.569571559421748,4.395573307318255,1.3575919688750577,Iris-versicolor
+108,6.321348142620745,2.9028396037359103,4.741439063209947,1.5692654880925725,Iris-versicolor
+109,6.080793127409,3.0579801062900978,5.478388749915139,2.073272685227087,Iris-virginica
+110,5.019906595775321,3.563131097957982,1.328451394325568,0.3785775107611352,Iris-setosa
+111,5.129506987365468,3.630017380656401,1.4452835130828412,0.24318808316754192,Iris-setosa
+112,4.553327348840582,2.581281454536674,1.3117568431574675,0.1637561207756666,Iris-setosa
+113,6.309782308049757,2.785648489720881,4.387590093479398,1.4401017776489478,Iris-versicolor
+114,5.521461961539836,2.338659131360217,3.386450092246241,1.170031312143662,Iris-versicolor
+115,5.665638379687083,3.0921003623995253,5.188735821027201,1.4959225056611527,Iris-versicolor
+116,5.519044108637893,3.758464976517237,1.415087397998017,0.1835936998161258,Iris-setosa
+117,5.032532611890301,3.2171789129001,1.5138457257344666,0.17373855225715024,Iris-setosa
+118,6.685090252079782,3.051943469183348,5.1404152948758535,2.2682717358210636,Iris-virginica
+119,5.978149283426428,2.960954622028814,4.354916451831707,1.4506066612393071,Iris-versicolor

iris/tvae/1/17/test.csv

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

iris/tvae/1/17/train.csv

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

iris/tvae/1/17/val.csv

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

iris/tvae/1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.016553959915372,2.775742958490565,5.311058223047602,1.5106108584016245,Iris-virginica
+1,4.719452197517626,3.5780468502026337,1.4033006503615133,0.3450355390312248,Iris-setosa
+2,4.731597738929898,3.440247478427726,1.5557729867445258,0.25145227904193823,Iris-setosa
+3,5.14236767494191,3.0216866601279273,1.481071864655433,0.160891237286504,Iris-setosa
+4,4.9393947020950675,3.1781306938822858,1.5920743464600895,0.08579219034231297,Iris-setosa
+5,6.360401198154714,2.9540738754645792,4.51254568807446,1.649112506897002,Iris-versicolor
+6,6.230434185585181,3.0478825871180906,4.1303920486348,1.2833869281291745,Iris-versicolor
+7,6.721646080685884,2.9939005410971453,5.203204266689035,1.859516767348581,Iris-virginica
+8,4.234942328349836,2.4488419164000432,1.3313681866257636,0.08364265338315469,Iris-setosa
+9,4.400419672157208,2.670235098068043,1.4453827281364195,0.31108335675110177,Iris-setosa
+10,5.660664164258677,3.0392926723075417,4.357508845163019,1.1290677943935217,Iris-versicolor
+11,5.662373702944976,3.4174985652104315,1.267330763760248,0.30024451890804377,Iris-setosa
+12,5.641866262784749,2.836954241956934,4.461421877570156,1.4159304109722062,Iris-versicolor
+13,4.924367780290036,3.1870593372334097,1.4819627273330978,0.2392165512545573,Iris-setosa
+14,5.850087751887626,2.9501594897935415,4.973211341677847,2.099538628947893,Iris-virginica
+15,6.290387604780663,3.1962123605274044,4.413365143011064,1.4146510400031078,Iris-versicolor
+16,4.825534600452888,2.88077304290418,1.2482814254746255,0.11841933537544255,Iris-setosa
+17,5.4662595778959995,3.5623543813983662,1.6289710701495488,0.2626618425775509,Iris-setosa
+18,6.7539061459846,2.8937959232673856,4.814101562646273,1.319890609842735,Iris-versicolor
+19,6.185624138491642,2.930421772714922,6.45492312857153,1.9109898915781365,Iris-virginica
+20,7.250792624774056,3.8029690647613474,6.166345192721014,2.3264787162022875,Iris-virginica
+21,4.873000638503416,1.8654139838715473,3.2602087114117424,1.3648991771056287,Iris-versicolor
+22,5.258236880416231,2.2275252882453964,3.8082121030864986,0.9912388025262288,Iris-versicolor
+23,4.835675135600815,3.3258696614325634,1.425073284246492,0.18475159839802613,Iris-setosa
+24,5.039489037924236,3.804056327306931,1.3950761885105842,0.28108159329501226,Iris-setosa
+25,5.090665448031641,2.569852980991524,3.6814538954404394,1.2274894308858728,Iris-versicolor
+26,5.796101507330863,2.708363011887785,5.272397056219984,1.5798931882860099,Iris-virginica
+27,5.98520464236562,2.5328956971228096,5.207238367067537,1.863369137996152,Iris-virginica
+28,5.35313062413723,2.313057743123278,3.7457206540009986,1.144454719524284,Iris-versicolor
+29,6.3463925904641405,2.6187457951575213,4.884611402387558,1.6601390488488164,Iris-virginica
+30,6.511948331682664,2.9554554871465317,4.374749641141207,1.3139693237902765,Iris-versicolor
+31,5.901622414334814,2.404344419081185,3.6450420208594037,1.3332151227900568,Iris-versicolor
+32,6.251507945425153,2.851736602304784,4.288789345632935,1.7240549157132514,Iris-versicolor
+33,6.197474058497049,2.524518150442125,5.354504222173288,1.839448548152734,Iris-virginica
+34,6.197921360903434,3.0089261407802184,4.881127005600044,1.4956874832166966,Iris-versicolor
+35,6.662890914823286,2.855719559239522,5.1553184355272625,1.8912408686471258,Iris-virginica
+36,4.5286766351372725,2.569268488845408,0.9761589976984241,1.1568439995874542,Iris-setosa
+37,6.641383444646957,2.833967780587388,4.6738583890494585,1.1478799594988496,Iris-versicolor
+38,4.361806300162959,2.775621892942831,1.0396806780851748,0.1640297771184578,Iris-setosa
+39,4.884725997841167,3.695386659708558,1.2697801831695033,0.2690519576331232,Iris-setosa
+40,5.506505520780353,2.715278537993051,3.9000509687965614,1.4136295612527094,Iris-versicolor
+41,6.810167630687625,3.313169187831975,5.726803986081888,2.2897244436834265,Iris-virginica
+42,5.984248971065656,2.736255150800564,3.3465402904238912,1.4295382065281055,Iris-versicolor
+43,5.965369434719077,2.4652721350801965,4.888356657110533,1.6462473414143293,Iris-virginica
+44,7.247771491737631,2.7613922758358753,5.321098997685538,1.6768162573810503,Iris-virginica
+45,4.921782382663863,3.806486238193296,1.3552440878394498,0.2800894147842894,Iris-setosa
+46,6.2034399899820025,2.8381595467688436,4.231670121302623,1.276816049797612,Iris-versicolor
+47,6.343462482492479,2.6921438811553986,5.096937835257914,1.4593033657028525,Iris-virginica
+48,5.030680675868632,2.9326820805803613,4.455523057674361,1.6461809497978832,Iris-virginica
+49,4.7633467327665,2.7921361765002306,1.4339228456611346,-0.027675674909684755,Iris-setosa
+50,5.1586060587177505,3.5866222237107444,1.5490279978252106,0.1869388422459608,Iris-setosa
+51,5.895364583367566,3.052259993619025,4.432858161148247,1.4956569757298417,Iris-versicolor
+52,6.343314793372734,2.7115737717590975,5.1823161185885445,1.758763392527435,Iris-virginica
+53,5.005421890133215,3.1509363169662374,1.436350367915187,0.19468588217993432,Iris-setosa
+54,5.999087081025627,2.8786504999077653,4.964572168552914,1.7655113055190856,Iris-virginica
+55,5.974111078628453,2.554037328255645,4.777128521447971,1.4547426621475263,Iris-versicolor
+56,5.595654722988826,3.0376239173591064,4.285648235442248,1.3584099367928157,Iris-versicolor
+57,4.948366908323484,2.805074940899044,3.4260597164175643,1.2451050546245535,Iris-versicolor
+58,5.889878322253793,2.505500288291178,4.165065870579865,1.2228698840280308,Iris-versicolor
+59,5.029411263288658,3.058877932326218,1.0928561531866774,1.390444531995542,Iris-setosa
+60,6.376775793139201,2.9304274369610006,4.158935173380389,1.4472498122340358,Iris-versicolor
+61,6.081623418919981,3.2490993988757353,4.468671136458798,1.374682836228407,Iris-versicolor
+62,6.107535789575411,2.7581398602185194,4.614055502564749,1.5016138006173296,Iris-versicolor
+63,5.666817545820815,2.967445844637664,4.362644533549553,1.3809294985210971,Iris-versicolor
+64,5.640291573476728,2.9231074153728804,4.697963143233129,1.5181268658798304,Iris-versicolor
+65,7.1647629428232875,3.2727249664801707,5.865720352503357,2.246657896653014,Iris-virginica
+66,5.166326099003277,3.262361359602604,1.390629311906847,1.5584791230742339,Iris-versicolor
+67,5.589163898995467,3.116233866821517,4.487373237101718,1.6467009811001019,Iris-versicolor
+68,6.705423356688554,3.0455089145749117,5.367523832840394,2.044628773640857,Iris-virginica
+69,6.630087541846665,3.348648279869615,5.542438092846872,2.026617308185676,Iris-virginica
+70,6.79399223106612,2.955276635695629,5.303165102141556,1.7608738330039935,Iris-virginica
+71,6.234020537986496,2.9692821749639755,5.332434629315358,1.8858089006549206,Iris-virginica
+72,6.476724788665401,2.834247046515588,4.2857445969983585,1.3807232921765236,Iris-versicolor
+73,6.340112606017552,3.1876886182146498,5.430543667261681,2.216797844951011,Iris-virginica
+74,6.0898211044317785,2.8858729373327994,4.758452885800944,1.6942787579937846,Iris-virginica
+75,6.3467417558228485,3.044737907551892,4.997202648838559,2.3145195471082567,Iris-virginica
+76,6.341332826374225,3.070545685176552,4.618681932836112,1.661089565405261,Iris-versicolor
+77,4.974824889552307,3.356124256942946,1.4330898709674103,0.27424443175398316,Iris-setosa
+78,5.202058940625339,2.5142016150494886,1.4224686679763918,0.11966914700931205,Iris-setosa
+79,6.760907937716452,2.689797754960982,5.419901091855469,1.712825895891137,Iris-virginica
+80,5.613610126739148,3.8431474855148187,1.4208308184180651,0.43532755460609157,Iris-setosa
+81,5.652222143323062,3.0586728267313807,4.505468253112288,1.342873116062637,Iris-versicolor
+82,5.7887938214604,2.3058807273371777,4.362738369520729,1.0184861610114258,Iris-versicolor
+83,6.091080872048939,2.6355973055502093,4.3087878468730185,1.390956616315755,Iris-versicolor
+84,5.3785849508001835,2.4683796187043816,4.141023643218933,1.1012014504780228,Iris-versicolor
+85,4.3204702489798406,2.857671278745754,1.3962858646186198,0.09809786592273417,Iris-setosa
+86,4.6797546864185255,3.582585180740426,1.6450281912072466,0.2124650283310303,Iris-setosa
+87,4.787610792124402,2.9238461927170114,1.289615229876608,0.2700451051436112,Iris-setosa
+88,6.242292030823761,3.0672189277467363,3.67457814973052,1.0661774222620801,Iris-versicolor
+89,6.425511931896096,3.3902608656358764,5.2980768806350405,2.5139475480165396,Iris-virginica
+90,5.839356960495054,3.95987525089491,1.5538500965768092,0.44992576886325863,Iris-setosa
+91,4.731321088656251,3.2416982050500094,1.565984153394231,1.545732101237474,Iris-setosa
+92,4.768579817443145,3.2089595780248694,1.0765882479471607,0.3451423862076119,Iris-setosa
+93,5.490603331593573,2.643232993562134,4.191091923077161,1.4086318115931586,Iris-versicolor
+94,5.132678488302013,3.2062950577738603,4.875372534996527,0.21838591855972722,Iris-setosa
+95,6.508519189548353,2.9449538484880007,4.911831831295561,1.4051412423154013,Iris-versicolor
+96,6.443797596046681,3.0117070417848524,3.8904630486246967,1.42256749396313,Iris-versicolor
+97,6.048091336630252,2.567901552644372,3.88601893975326,0.9326258704269439,Iris-versicolor
+98,5.36675354759809,2.587855086803692,4.417289882979654,1.4856184676132589,Iris-versicolor
+99,5.3165908766953605,3.0373994627001166,1.0668381441652925,1.4664806932650045,Iris-setosa
+100,4.962071261377218,3.6384829986683656,1.997526464396902,0.16761020095421938,Iris-setosa
+101,4.391542747264432,2.393099901629853,1.124443348112946,0.18883047761694438,Iris-setosa
+102,5.250313146035427,3.212632965001782,1.6052146101626092,0.2369632611873722,Iris-setosa
+103,6.072530770885132,2.6888306230329606,4.856047990832736,1.6522549481908073,Iris-virginica
+104,5.798519586050529,2.7456083472403976,4.195967451733855,1.2220465505656182,Iris-versicolor
+105,6.994503832394635,2.9807919021707825,6.252659527478382,1.820471663989888,Iris-virginica
+106,4.517010593081116,3.278854490713765,1.445678166369534,0.1931487959731218,Iris-setosa
+107,5.687983084511701,2.5344112434665833,4.340320817559088,1.385494257362857,Iris-versicolor
+108,6.354446870844608,2.591577851350517,5.232537493777292,1.7624258574484712,Iris-virginica
+109,5.201249484144866,3.4516390571619504,1.628585403700676,0.23730743986340494,Iris-setosa
+110,6.891275166341132,2.9820392639686593,5.908092893940346,1.869164730329877,Iris-virginica
+111,6.988464066367771,2.7079526171905712,5.388615244211363,1.3725873500692747,Iris-versicolor
+112,6.35144189354797,3.3540569536183855,4.855738416342074,1.6222935719886238,Iris-versicolor
+113,5.557525381716379,2.87737113174385,3.917154472234556,1.1546928724740249,Iris-versicolor
+114,6.239097331796565,2.9018032640243083,4.547804530041283,1.6763791608333611,Iris-virginica
+115,5.396563551624782,3.4858587011271407,1.6639084593200453,0.28289292856579557,Iris-setosa
+116,6.745595725019288,3.021668643473799,5.058414789771606,1.652521077227094,Iris-versicolor
+117,5.899381535167604,2.7022128573042736,4.28530208537293,1.3340428371671316,Iris-versicolor
+118,7.213451450467025,2.986033945833061,5.493213266011177,1.574550472934917,Iris-versicolor
+119,6.890612195418236,2.9619554622758613,4.970710845244868,1.0173490858362406,Iris-versicolor

iris/tvae/1/18/test.csv

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

iris/tvae/1/18/train.csv

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

iris/tvae/1/18/val.csv

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

iris/tvae/1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.947576169954285,2.709979272879383,4.665321066628576,1.3894872302217949,Iris-versicolor
+1,6.228180993182905,2.898536225107563,4.143902258472809,1.0547683828746965,Iris-versicolor
+2,5.442708310338185,3.348247148271015,1.5636295196138934,0.19555774278456206,Iris-setosa
+3,6.817946052368134,2.5908197108952202,5.611304614806361,1.8090384800490262,Iris-virginica
+4,4.50356253053454,2.9251422797600934,1.3242403448518094,0.26817434008519875,Iris-setosa
+5,4.8489431085641845,3.1503294621810167,1.4684025689250073,0.2344885823442151,Iris-setosa
+6,6.3085329429880375,2.722962156450221,4.263928307294741,1.5210637720790319,Iris-versicolor
+7,6.926079098396681,2.973938521269312,5.904135170698543,2.047765577681568,Iris-virginica
+8,4.964729836109271,3.7076324257768176,1.6445829587286416,0.27697254162702256,Iris-setosa
+9,5.288512033242051,2.658974783528893,3.7128978727745583,1.2446616390894538,Iris-versicolor
+10,7.452974210056694,3.9506418834907118,7.051854533089651,2.380585410991321,Iris-virginica
+11,6.561198764391682,3.108087401209964,4.976791158451427,1.533481708590509,Iris-virginica
+12,5.0401823696039685,2.853635605095209,1.197555808833608,1.172234284736065,Iris-setosa
+13,5.7869142803351625,2.684119090791404,4.342862258159849,1.3399615177426814,Iris-versicolor
+14,4.606658055722161,3.3277843408790795,1.5703846751677268,0.2002973441446596,Iris-setosa
+15,5.4622400171172245,2.763702479469319,4.095002461355356,1.268317815248477,Iris-versicolor
+16,6.3919125893006505,2.8634495559525166,5.3256867788360776,2.0846650511564193,Iris-virginica
+17,6.047811661555069,2.8464005322105805,6.923292493379309,1.9285548016084941,Iris-virginica
+18,4.914834659839832,3.2688560400642523,1.3327220394421035,0.2727716524493682,Iris-setosa
+19,5.970568266582521,2.9605147917259145,5.010678814611192,2.0054437110409666,Iris-virginica
+20,4.359076611547534,2.6695910644782366,1.2710024797497428,0.17768603097045954,Iris-setosa
+21,6.653923806417891,2.910602679221611,4.820722871587497,1.8005006900244012,Iris-versicolor
+22,5.084108082339255,3.680476095352426,1.5608150699126933,0.16419767195739696,Iris-setosa
+23,5.145940751715781,3.0477280388738612,5.162739371119712,1.6849479767203328,Iris-setosa
+24,6.714557813470801,2.986114530152741,5.012166150511184,1.7255846401515706,Iris-virginica
+25,6.205273251396036,2.7126748982574025,5.110682370171,1.7013757734686725,Iris-virginica
+26,6.986645117122259,3.2329940209444823,5.8394139759268775,1.950034422992541,Iris-virginica
+27,4.583606987311385,3.2147991161432334,1.4071459476594996,0.0004886423112045457,Iris-setosa
+28,4.711069728856467,2.8430776378565192,1.2461583374396508,0.10792594586709053,Iris-setosa
+29,5.884349977436118,2.78292231302965,4.093506464267417,1.9997913733000834,Iris-virginica
+30,5.998832145507744,2.9457132994142596,4.407358180097375,1.477949294889376,Iris-versicolor
+31,6.5219085018064185,2.6372363059605375,4.8211254520012226,1.589221076106295,Iris-virginica
+32,4.878893179569965,3.3425720091782276,1.357416899533173,0.19011709298921614,Iris-setosa
+33,5.81358254557442,2.6616481220538932,4.5436457647598285,1.8725691511244493,Iris-virginica
+34,5.134267990740092,1.7662970814947252,3.1671855218338605,1.138206697946143,Iris-versicolor
+35,5.004783589929131,3.393605576897166,1.3865985520827666,0.1276150512373268,Iris-setosa
+36,5.518299555061761,3.1297604433217283,4.820683848420502,1.4163710821206594,Iris-versicolor
+37,5.226267299716346,3.2725449238611364,1.5501205956297979,0.1736679983647061,Iris-setosa
+38,6.09719671366244,2.732296887616424,4.821021553826688,1.6748232061891988,Iris-virginica
+39,6.2596025212641395,2.5417524647502328,5.005697828511191,1.872289981341716,Iris-virginica
+40,5.496605300391704,2.330093666932185,4.207368176180157,1.3898570664907486,Iris-versicolor
+41,5.901547863322129,2.9350548640060827,4.241751766827336,1.4404578819172769,Iris-versicolor
+42,6.079735422935371,2.6461358660496206,4.397370505258494,1.199393930044474,Iris-versicolor
+43,6.639625538012218,2.8570850895495203,4.717230616477739,1.6774066526095734,Iris-versicolor
+44,4.737275984290412,3.501416053975254,1.3739965251301185,0.4191608660589715,Iris-setosa
+45,5.016842740123339,3.913119963121014,1.7555945227198733,0.0495418498396856,Iris-setosa
+46,4.578641050064716,2.996717957468414,1.6484065373939563,0.10412240524336971,Iris-setosa
+47,4.800737415731471,3.0151394398559237,1.3155832281389286,0.1680275491729574,Iris-setosa
+48,5.203363506123913,3.1964304771119454,1.8216854932072621,0.24326895123560585,Iris-setosa
+49,6.067263355022875,2.9860207747699583,4.277520849512107,1.3393214184614213,Iris-versicolor
+50,6.193171830256965,2.6737268877696976,5.645227664826508,2.4856520250372043,Iris-virginica
+51,5.311578618269736,3.736606406169793,1.6476618997012955,0.23556959120995288,Iris-setosa
+52,5.205495100595226,3.177686559400079,1.3357562240027778,0.21990610895259377,Iris-setosa
+53,5.486330471001272,2.8837590395990427,4.620885651368985,1.3938789222823225,Iris-versicolor
+54,5.575829157848501,3.315064418807242,4.5583572935374645,1.415989209217411,Iris-versicolor
+55,5.5842068478799325,2.6243552660008556,4.3175588514761065,1.3394394034039305,Iris-versicolor
+56,6.242741302335306,2.889506432883159,4.60109699509806,1.3853207674443706,Iris-versicolor
+57,6.274302426692003,2.0893018550952327,5.440915486836493,1.9017369395287496,Iris-virginica
+58,5.66901787541968,2.974091300599899,4.11805062111454,1.294063781543079,Iris-versicolor
+59,4.932753244564113,2.360429310240862,1.4616910108630208,0.11437861582809311,Iris-setosa
+60,5.900181764940219,2.7946758350917285,4.556822443217422,1.4416211239617365,Iris-versicolor
+61,6.02927822016297,2.752678776644741,4.876156126396192,1.5873523951289954,Iris-virginica
+62,6.88556203244335,3.1689834181123575,5.694147432305869,1.5533662550352603,Iris-virginica
+63,6.6060779175562985,2.7315221533261926,5.217051352271415,1.9348622380645886,Iris-virginica
+64,6.150816067674707,2.6520064695032812,4.438465059313765,1.5815914038413186,Iris-versicolor
+65,5.212678343114926,3.30463428394539,1.1827964351734253,0.18451350805223207,Iris-setosa
+66,4.739774109821406,2.931281080253955,1.4345497580692328,0.14290608197003585,Iris-setosa
+67,5.667197323816262,3.1105222223104056,4.134369497144455,1.244020122088813,Iris-versicolor
+68,4.641768590651664,3.041398870102521,1.3624830590605097,0.14948000177193577,Iris-setosa
+69,7.013324445920132,2.7424934675918897,5.966271823948349,1.8429065985442035,Iris-virginica
+70,5.772300564941688,2.6750540558494524,4.450323009792507,1.0200929952547169,Iris-versicolor
+71,5.820718449077706,2.6302944930971432,4.473992105000679,1.3542470024521465,Iris-virginica
+72,6.712804881622039,3.051167853746483,5.675698507602107,1.8970006183792545,Iris-virginica
+73,5.0465537702074785,3.3088313554385005,1.3449490274246396,0.24463923803116422,Iris-setosa
+74,4.686940221986149,3.1927545095300314,1.5507856436527858,0.20173516337870742,Iris-setosa
+75,6.363047192377337,3.157027026234849,4.975516138310548,1.9056504488277088,Iris-virginica
+76,5.634960077198838,3.0648380636775294,3.852920653928826,1.4310467578977502,Iris-versicolor
+77,6.5432634365296645,2.4753658677007335,4.829960085428287,1.7237281479132833,Iris-virginica
+78,5.8381696650672135,2.552602311247849,5.308561864925544,2.105762850168288,Iris-virginica
+79,5.112362980658735,2.5606495956308297,3.635859089556689,0.9290951584474264,Iris-versicolor
+80,5.2296526712610225,2.984462255087074,1.6762007901788902,0.25047146683866434,Iris-setosa
+81,5.468544065465519,3.1056225794185215,1.2156819274391724,1.2063872647931264,Iris-setosa
+82,5.307016853536181,3.8999048735285795,1.6126074728588065,0.2359021042500008,Iris-setosa
+83,5.955317801611842,2.9916680808629703,4.905395630901342,1.4839174794632828,Iris-versicolor
+84,5.077612501961804,3.78106848060002,1.3973435547760822,0.2648671492340906,Iris-setosa
+85,6.606444179386783,2.997041121578034,5.137852722389654,1.709925175872981,Iris-versicolor
+86,5.3679162893096475,3.479738783242881,1.6702227250813353,0.4516733274581097,Iris-setosa
+87,5.743527853933752,3.000060392650316,4.383293670553557,1.767699432714001,Iris-versicolor
+88,6.389090971094882,3.032707252848748,5.639973314360302,1.7972674302330243,Iris-virginica
+89,5.0692754222685,3.948112819680347,1.5247701210471976,0.3122775606378892,Iris-setosa
+90,6.500701649858062,2.721289028580303,4.757020876798505,1.3620295401111635,Iris-versicolor
+91,4.54872620045217,2.5530419012577585,1.2922089363611466,1.3941820028423986,Iris-setosa
+92,4.690405107037797,3.186062448235169,1.460539248908075,0.024823767695394044,Iris-setosa
+93,6.56092608382224,3.0393877379268104,5.366986133918063,2.0319358700083634,Iris-virginica
+94,6.508744543618414,3.125111444083731,4.661031785553864,1.9710781250963225,Iris-virginica
+95,4.894891316261736,3.472674948542279,1.3034046177939098,0.2499319651290352,Iris-setosa
+96,6.102181493199653,2.8369297827977116,5.450627213701729,1.879253943104097,Iris-virginica
+97,5.6236219364367175,3.589559703335099,1.5589702506168281,0.35413886122315463,Iris-setosa
+98,7.13853918772481,3.2514644107402306,4.732345786785392,1.5266173119163948,Iris-versicolor
+99,6.157304460456416,2.696649572402221,4.761176562184969,1.8743968479041913,Iris-virginica
+100,5.838283244204275,3.2873599291780606,5.355152515344581,2.258161614661559,Iris-virginica
+101,4.42057081072743,2.946200718455599,1.2898269151862423,0.10713016806409933,Iris-setosa
+102,6.234790154885322,2.7061301272921146,4.882326416798081,1.6345422556475917,Iris-virginica
+103,4.165746632652359,2.4009336375706845,1.5003403494540413,0.1138961010129527,Iris-setosa
+104,6.413155225878836,3.090475608735748,4.730342570040703,1.475772109538275,Iris-versicolor
+105,5.850459451312154,3.0887926443717273,4.357771582496124,1.3671756424300014,Iris-versicolor
+106,6.352680365507087,2.5538764398907334,4.722101983619289,1.3235935475854366,Iris-versicolor
+107,4.980046625108232,3.3241075747575555,1.5672610002255527,0.24551755565988612,Iris-setosa
+108,4.475524212957003,3.217408806166367,1.1921883493516172,0.17657529831126384,Iris-setosa
+109,6.087986766036986,2.8066819340967086,4.34844353011918,1.012623983134476,Iris-versicolor
+110,5.613200819358963,2.79200610450872,4.687108775368232,1.3296308379513353,Iris-versicolor
+111,5.099883428450543,3.4084124567057543,1.6430387947305083,0.2597219527564913,Iris-setosa
+112,5.854572466903184,2.4248697128707657,4.567487614522516,1.6249038937608344,Iris-virginica
+113,6.063070281031299,3.186363663960608,5.134654827547707,1.9222721151813027,Iris-virginica
+114,5.097308835245864,2.9910673173451476,1.6110154865885267,0.38811263873046475,Iris-setosa
+115,6.189996797646425,2.804517372604795,5.022315551321469,2.195913775018452,Iris-virginica
+116,6.002387135495572,2.8276264840015535,4.476829717414782,1.5767412298434706,Iris-versicolor
+117,5.008099675416273,3.1366654950563437,1.4634627853832027,0.3314032609007261,Iris-setosa
+118,5.0687774153818355,3.3701453632903533,1.443240512203752,0.13795038261165962,Iris-setosa
+119,6.072642343214754,2.8456651062799154,4.863653188927513,1.6910183673482557,Iris-virginica

iris/tvae/1/19/test.csv

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

iris/tvae/1/19/train.csv

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

iris/tvae/1/19/val.csv

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

iris/tvae/1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.854175414360069,2.8044645395813728,1.218130491878143,0.25610659557461124,Iris-setosa
+1,4.809171339922594,2.871142813763759,1.1668791170776,0.0578500525452075,Iris-setosa
+2,4.559137099234372,2.7456553758078424,1.2291622430617088,0.14924623473068235,Iris-setosa
+3,5.368020837438293,4.1079636202679595,1.3787649760061103,0.4209586821589642,Iris-setosa
+4,5.160853250197794,4.362023131007952,1.4388885969656542,0.5027150706237781,Iris-setosa
+5,6.170184329406964,3.0830994124194344,5.1342957708099535,1.6363566284354956,Iris-virginica
+6,6.812794541279203,3.498818793663989,5.6474813926831615,2.5809770443866693,Iris-virginica
+7,5.414815308800842,2.5512144179444824,4.528288500402399,1.6644350710657565,Iris-versicolor
+8,4.48544512290927,3.3856963940037454,1.534827114691773,0.19261327425018723,Iris-setosa
+9,6.06543711140216,2.4379824769995695,4.843409158717993,1.4519450565066054,Iris-virginica
+10,5.022051301035215,2.9857015578287824,4.48829092156083,1.6176466707030408,Iris-versicolor
+11,4.986493230322857,2.8733275872168904,1.4350479542459793,0.2111501372425536,Iris-setosa
+12,5.528543967744707,2.49006039999163,4.15243010242314,1.4739695568732374,Iris-versicolor
+13,5.935069370467648,3.0331662656218876,4.633216378317385,1.4405657980369309,Iris-versicolor
+14,5.6852960483908985,2.473156556161416,3.451097059241121,1.1745542007090364,Iris-versicolor
+15,4.994736710674457,3.2828656907401053,4.827845175722085,0.26796712674970047,Iris-setosa
+16,5.016904662492591,2.4881917109561758,4.875932019742773,1.9497538453919416,Iris-virginica
+17,4.749497909438424,3.3619432670772587,1.4646321201695014,0.20465435071446747,Iris-setosa
+18,4.990820393883076,3.030284544788648,4.770867612657147,1.754786585238677,Iris-versicolor
+19,5.863914136140824,2.938518527988136,5.009706159308424,1.809363529434516,Iris-versicolor
+20,5.905915831239473,2.6355641885931576,4.712864644693756,1.6746239462628352,Iris-versicolor
+21,7.227134675762173,3.124789901857093,6.246759592810242,2.050548663128678,Iris-virginica
+22,6.287321752327075,2.457461784353522,4.900847022643072,1.86358263276757,Iris-virginica
+23,5.193693603319851,2.3284136400706825,3.967678554030216,1.328932951830144,Iris-versicolor
+24,6.183628681393382,3.576182750007956,4.426727086514222,1.2650858037630934,Iris-versicolor
+25,6.188019655974128,3.0715558118802555,4.412408424143999,1.5810660599280923,Iris-versicolor
+26,5.555131028813562,4.118442647645272,1.4990974935929227,0.4305568843380315,Iris-setosa
+27,4.642235458048042,2.642312663332935,1.0735619303224688,0.1521499736469545,Iris-setosa
+28,5.190044543220683,3.571213847777515,1.4404541739415193,0.2290805560548601,Iris-setosa
+29,5.991754794865002,3.204675155602352,4.396486119594951,1.6323377763719764,Iris-versicolor
+30,6.408296978683957,2.8663592547935552,4.853141359073509,2.0361118539196736,Iris-virginica
+31,6.684482309677825,3.0352923757825314,5.165001383810558,2.098727169906975,Iris-virginica
+32,6.084467979072441,3.005790110556291,5.179793013836003,2.226798762990837,Iris-virginica
+33,6.0607010055460036,2.4910554586039995,4.471221040508281,1.860370488512644,Iris-versicolor
+34,5.970733463830027,3.148693904645179,4.540558498164021,1.7618870482667304,Iris-versicolor
+35,7.156186823297755,3.1528591645312263,5.722317453208795,2.1129093406082964,Iris-virginica
+36,5.227037386333692,3.8394422058013675,1.6240336485779574,0.3698768689298176,Iris-setosa
+37,6.007372492819568,2.9875018458833216,5.701305703107379,2.1901962501033925,Iris-virginica
+38,4.907462352105049,4.141391397402147,1.5941716904504895,0.325445510875601,Iris-setosa
+39,7.235368930758066,2.868729750048086,5.450347629358828,1.7937592185119458,Iris-virginica
+40,4.5905631893871846,2.856900409165888,1.6816309797724203,0.12301669149898178,Iris-setosa
+41,5.615306470318798,2.907194472346671,3.816910234102885,1.484623725492404,Iris-versicolor
+42,4.542073245187941,2.7444894555707,0.9906150414573629,0.17773889419852018,Iris-setosa
+43,5.199709496208343,2.8336485418944823,1.4303009090050947,0.2080408351955961,Iris-setosa
+44,5.041570994794077,3.236337322734475,1.457112879889394,0.3060929806652576,Iris-setosa
+45,4.593676388898343,3.132449050595757,1.379580352122275,0.057651116865321456,Iris-setosa
+46,6.919521050440756,3.015933003097516,4.757432117205383,1.4396526697086438,Iris-versicolor
+47,7.227967753292313,3.0837046527621723,5.617446235681156,1.898009662213351,Iris-virginica
+48,6.758627001257511,4.067057483396416,5.418392028045735,2.2988169462924963,Iris-virginica
+49,6.62718701714104,3.5853351783954883,6.06353719044132,2.3263873398714363,Iris-virginica
+50,4.652064246788675,3.3443620387559787,1.6402818049868924,0.35926333002152455,Iris-setosa
+51,6.290757038135097,2.5240007179515245,4.269568232281764,1.2853849818760958,Iris-versicolor
+52,4.829813789498355,3.327991040756202,1.7264998037797843,0.23559062559203756,Iris-setosa
+53,4.640703299442821,3.2555464197061723,1.3095144199079805,0.17714424760741387,Iris-setosa
+54,5.411089433502321,3.750592157035245,1.3865499786623248,0.2478167218057601,Iris-setosa
+55,4.88353990510477,2.8646432253480953,1.448571747720206,0.19834217172946073,Iris-setosa
+56,4.550248639382832,3.5906983421052425,1.3737318679879529,0.3492705952038202,Iris-setosa
+57,5.710975313304079,2.692756443177619,4.793142852833123,1.6040302181594817,Iris-versicolor
+58,4.587619659974952,2.9865824589025065,1.4102119125978525,0.17815922631895437,Iris-setosa
+59,6.089014572031994,3.084299601100263,5.003113865367842,1.5709739062908543,Iris-virginica
+60,6.523596422483609,3.488198936982888,5.761698235516392,2.3227254898356033,Iris-virginica
+61,4.823616885262721,3.302492385841405,1.5825452200583567,0.1826291731209001,Iris-setosa
+62,6.065723635713707,2.638141398623934,4.685117931033117,1.4260100218000675,Iris-virginica
+63,6.497905652632742,2.964091175108816,4.843199283195453,1.6053658931165684,Iris-virginica
+64,4.745979005867624,3.227379310695767,1.4663947920263865,0.1648217872456481,Iris-setosa
+65,5.44939866497229,2.8974688616603097,4.2764182443150665,1.1741169082402658,Iris-versicolor
+66,4.8841887702623765,2.065096898603943,3.3226150557803984,0.9989455599308019,Iris-versicolor
+67,5.178068677006091,2.7386761117241556,4.330384813878866,1.3267277408319722,Iris-versicolor
+68,5.115972644554517,3.3961130114752254,1.5796075652107815,0.20863176181359652,Iris-setosa
+69,7.555018124434076,3.0447626132449703,6.127055624987297,1.9811240568405628,Iris-virginica
+70,4.597818531740519,3.4738278029798457,1.5792451978561757,0.3336540230360705,Iris-setosa
+71,4.7731600738688735,3.4826022453714134,1.2841866464879752,0.2499067679565031,Iris-setosa
+72,6.209816927726098,2.6813284733012583,4.776336969776941,1.9144939101027956,Iris-virginica
+73,5.0296642512045135,3.1519483488431175,1.5028636902087908,0.25688651602697804,Iris-setosa
+74,4.311632298006525,2.572487224457882,1.2693284453629494,0.16788063124481278,Iris-setosa
+75,4.953685109591917,3.832836291277766,1.3704745874508704,0.23439379752719142,Iris-setosa
+76,4.957766378403873,4.127531544505161,1.5061029714523808,0.24262057817534596,Iris-setosa
+77,6.373872425815702,3.2320070337228137,5.240414595001082,2.0621765389538385,Iris-virginica
+78,4.775753514864926,2.4520022389159886,3.6407117735911205,1.407618826161381,Iris-versicolor
+79,6.575667351670973,2.924807131067322,4.181635837649847,1.378724305697737,Iris-versicolor
+80,6.832285265115674,2.714277279022527,5.496586915340492,2.0038155058018985,Iris-virginica
+81,5.521790066554901,2.8491062725296317,5.256790912586232,1.4076635871452412,Iris-versicolor
+82,4.667870698781197,3.145594978923913,1.491361174605906,0.06933346976415561,Iris-setosa
+83,6.40942019085278,3.1862983445418642,4.235164834179532,1.6167168385195565,Iris-versicolor
+84,6.556324630637917,3.101620539926615,4.982977396240783,1.4872833576149698,Iris-versicolor
+85,5.768697296365688,2.559017062985678,4.432408637816718,1.0716505763881916,Iris-versicolor
+86,4.730471182571658,3.06471274301909,1.5983025628535004,0.19319688275349634,Iris-setosa
+87,5.325629138149163,4.035190216028684,1.5548944561526183,0.1674360225286447,Iris-setosa
+88,5.057947960138211,3.2770659996604126,1.3784866449984143,0.19205042159399996,Iris-setosa
+89,6.315719939843951,2.7865462961942082,5.606564049729188,1.8053813121830462,Iris-virginica
+90,5.968938434975565,2.3195671550936554,4.336403894813005,1.5775829954304623,Iris-versicolor
+91,4.991661752555991,2.5308042631791516,1.3028102932942514,0.043465038762965286,Iris-setosa
+92,5.110094631805244,3.0052724548542895,1.6377878396072967,0.2952926254513265,Iris-setosa
+93,5.028713528390561,2.781661238284922,1.3527819267990517,0.2650224315961132,Iris-setosa
+94,4.341479059873838,2.99475572999538,1.6540312555628713,0.21005183499132724,Iris-setosa
+95,5.764058406469069,2.886526968824077,5.086541295258943,1.729377037520613,Iris-virginica
+96,5.694406077414608,2.7670949959260853,5.449377261268049,1.5349341027621652,Iris-virginica
+97,5.984151104638899,2.7099838365855806,4.026825910576649,1.0153590556210232,Iris-versicolor
+98,5.108169043655362,3.381041816174445,1.4884550808192951,0.2054435869416252,Iris-setosa
+99,4.474844411382847,2.819154845624966,1.4166939784305175,0.13440506389223617,Iris-setosa
+100,6.170245828723139,2.6843929032148273,4.9045914272516615,1.9207997529045913,Iris-virginica
+101,7.51388893018487,4.364085588734461,6.457855411575282,2.4131607946976543,Iris-virginica
+102,5.831810898005326,2.9312281464174803,4.894498939927368,1.765568309495498,Iris-virginica
+103,4.860227541974312,3.3057850901599357,1.534620509680061,0.17256892633633375,Iris-setosa
+104,4.835657380367815,3.074119200076513,1.60017998084571,0.306007309430821,Iris-setosa
+105,7.244821767164046,2.6947523628821344,5.6607491385296065,1.6993383795564088,Iris-virginica
+106,6.788751390739722,3.1805918915139473,5.556130854513113,1.717531602910553,Iris-virginica
+107,5.02690988297756,3.289501114050266,1.7347442625669538,0.1398232736817127,Iris-setosa
+108,5.90032266705048,3.0551063194633783,4.451644993001106,1.4845811201341346,Iris-versicolor
+109,7.006050334269246,3.7447506101252537,6.285093052301061,2.6711432171222382,Iris-virginica
+110,5.217931096523844,2.601095554224055,3.7447692396140573,1.1348505543405243,Iris-versicolor
+111,4.597617794544989,3.3263270045198836,1.4559770004176629,0.15031117664632676,Iris-setosa
+112,5.451117585890351,2.884640456821855,4.838805662134181,1.3151798555555916,Iris-versicolor
+113,5.932497446391294,2.7534106536667267,4.7199163702499565,1.4831226061054315,Iris-versicolor
+114,5.667401490225175,2.675632236103298,4.779762103240551,1.400754818068544,Iris-versicolor
+115,6.712150260211246,3.037171432673383,5.3259638538734535,2.1004689900762212,Iris-virginica
+116,4.727027655699817,2.905955075642136,1.3976047318495044,0.09949601739147881,Iris-setosa
+117,4.098672718310475,3.5717836204798985,1.2934583076184691,0.12658791452323243,Iris-setosa
+118,6.070520025706908,2.6870793940044746,4.232929360618226,1.3957772280902805,Iris-versicolor
+119,6.197332722474371,3.02643640631183,6.0541049874691435,2.0538751410408147,Iris-virginica

iris/tvae/1/2/test.csv

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