a

iris/tab_ddpm/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.600340506004535,3.0,6.574665125211245,2.0884564241873615,Iris-virginica
+1,6.281964484869815,3.291801860326517,6.01890999633092,2.4999996139732477,Iris-virginica
+2,6.486023090541845,2.79834109013613,4.5653214521451595,1.486165104506071,Iris-versicolor
+3,5.839927446382097,2.7055722565248486,5.1184135697912865,1.9147054574085158,Iris-virginica
+4,5.426358935446263,3.0,4.518928303389405,1.5021639662804198,Iris-versicolor
+5,6.092510754443943,2.604122602138664,5.517643437261756,1.405649473891913,Iris-virginica
+6,5.0109002210502105,3.6059178740119338,1.3836731564291311,0.2016108598951743,Iris-setosa
+7,5.9987841463533,2.224138261384884,4.00056507922421,1.008916310576365,Iris-versicolor
+8,6.596419317057344,2.814029741163913,4.635736326471987,1.5035156026529166,Iris-versicolor
+9,5.068486396695672,3.4236772560704254,1.3874167263316721,0.19711440767719018,Iris-setosa
+10,5.333516168245923,3.0,4.496565092379619,1.5196305341482745,Iris-versicolor
+11,5.130264401055932,3.8011239573038393,1.5948646332374545,0.1998114381097284,Iris-setosa
+12,5.569756522963394,2.489387248526934,4.0190443538389085,1.2613949022431354,Iris-versicolor
+13,5.658832223008708,2.84402259896839,3.9738010530900203,1.2361894527082555,Iris-versicolor
+14,5.546216823663004,2.4041009127131074,3.7268268201292885,1.004383634600092,Iris-versicolor
+15,6.5920326816506565,3.0,4.423348159745029,1.4082279794001287,Iris-versicolor
+16,4.988527985695696,2.0000005563495638,3.5624636217541212,1.0395571306412408,Iris-versicolor
+17,5.512019277800965,4.2,1.4154352020670737,0.19896878845131072,Iris-setosa
+18,5.593689096345194,2.470731390619457,3.8791880054622108,1.0843834768059233,Iris-versicolor
+19,7.597688830154165,3.0,6.590211801678061,2.0746100643756957,Iris-virginica
+20,4.628113714240029,3.1541874284867735,1.3867903624961908,0.20579399154074005,Iris-setosa
+21,5.809500124421383,2.6940512711284574,5.094423665629811,1.8968167150301,Iris-virginica
+22,4.607010475182955,3.2594145907259806,1.4017440200813764,0.19839996279651462,Iris-setosa
+23,5.9244580603025225,2.240398947849842,3.9713115947421214,1.0241027094910948,Iris-versicolor
+24,5.029817756567613,3.0,1.759404809953821,0.19898173460354185,Iris-setosa
+25,5.909371785435834,3.2098316455088596,4.802617203040335,1.7698591058480566,Iris-versicolor
+26,5.865178490487683,3.1745007919533186,4.751018668636541,1.7169716737720835,Iris-versicolor
+27,6.4341307805232395,3.1839083521845284,5.303102075630644,2.263936611053946,Iris-virginica
+28,6.2511346374319885,3.398637669611377,5.524694251164256,2.4060722143651505,Iris-virginica
+29,5.195942704353226,3.3336835923183075,1.5785264599016597,0.46273944125587263,Iris-setosa
+30,6.2833063986364355,3.322762698383806,6.006773621129832,2.5,Iris-virginica
+31,6.103633641881731,2.78911051831079,4.681922531547313,1.207752115397724,Iris-versicolor
+32,4.788879891059985,3.0,1.3913130185670655,0.3782147241248254,Iris-setosa
+33,5.001125219968608,3.0,1.649658079007087,0.19438417578839798,Iris-setosa
+34,5.010692991229611,2.0,3.648399810887224,0.7968745285555945,Iris-versicolor
+35,7.214831832260733,3.205187948284109,6.009219780440419,1.7923762453670458,Iris-virginica
+36,6.813127981123024,2.7986023945444316,4.800718817460421,1.3968850042361072,Iris-versicolor
+37,5.043122594559275,2.0,3.7183699321588395,1.011732751956633,Iris-versicolor
+38,6.5003428880078715,3.2090376833746186,5.076621604620983,2.002240449758317,Iris-virginica
+39,5.870833628391925,3.2135778097608045,4.7663898677898375,1.784665550547936,Iris-versicolor
+40,4.806964710334584,3.406243017122361,1.6975837440290085,0.2009463298110982,Iris-setosa
+41,5.047823974745786,3.3691356077296537,1.5867335098214879,0.412065329812756,Iris-setosa
+42,6.9144763085843115,3.0798044252676147,5.115972634633322,2.2920769767003413,Iris-virginica
+43,6.019407524751505,3.4015560671091523,4.4759250250345275,1.5825895367628187,Iris-versicolor
+44,6.329715535127052,3.27729789318674,4.698538066181204,1.597280143871471,Iris-versicolor
+45,6.084102236866884,2.8468775253591563,4.6954660603645575,1.327177103336489,Iris-versicolor
+46,6.207195150642371,2.754082181330014,4.8559152747899015,1.793100378043091,Iris-virginica
+47,4.774789296042966,3.0,1.3852062104953418,0.3143899565952711,Iris-setosa
+48,7.9,3.7908920922797154,6.38601261339474,2.031571328729638,Iris-virginica
+49,6.214442980669516,3.4020991197348684,5.389971139191522,2.291783100686312,Iris-virginica
+50,6.26909949592638,3.281210001145944,6.077454551874351,2.5,Iris-virginica
+51,4.991072592210779,3.3969006771703416,1.6051672170243552,0.386415730223247,Iris-setosa
+52,5.410036975470686,3.396771970027104,1.4988725031278294,0.3377549127422447,Iris-setosa
+53,6.2931121955412035,3.3937944901367865,5.548956500564744,2.3905361546262567,Iris-virginica
+54,7.607261064476726,3.0,6.5961301238693055,2.0914084092110703,Iris-virginica
+55,5.0066984280702975,2.0000005135207815,3.5980954781621963,0.8488479853106178,Iris-versicolor
+56,4.9608564467696565,2.0,3.5497324848805882,0.9555560735995811,Iris-versicolor
+57,6.902175513149178,3.20185285617156,5.772073937787922,2.2950506896307536,Iris-virginica
+58,5.037276022193195,3.5743277492947305,1.4002912848043239,0.20282573116141683,Iris-setosa
+59,5.606061354273524,3.0,4.510833257088985,1.4982980272214297,Iris-versicolor
+60,4.985940694210861,2.0,3.2834957566708853,1.0262189091104026,Iris-versicolor
+61,4.798153884185256,3.401454960562757,1.8237293382044446,0.19965681458741374,Iris-setosa
+62,5.106117948545283,3.3161369028852508,1.6679449359704552,0.4362646236659031,Iris-setosa
+63,6.298432315416361,3.3994782320634793,5.55854026789937,2.39647180260071,Iris-virginica
+64,6.103430271266452,2.863086123942606,4.55895704684082,1.456752883753155,Iris-versicolor
+65,4.555637417100982,3.1381109671746605,1.43503374607186,0.19876902297241245,Iris-setosa
+66,5.512892294361618,2.401879967234037,3.7484589368374457,1.0005517630817038,Iris-versicolor
+67,6.237916757529561,3.3994467682217424,5.439103697385885,2.3314718307013487,Iris-virginica
+68,4.994035132152702,3.0,1.6171153427234293,0.20215472878240484,Iris-setosa
+69,6.752901493422392,3.0887942719931116,5.605538221499206,2.2651707920440387,Iris-virginica
+70,6.303640031335914,3.3971257090254547,5.631996507567823,2.3981667630179837,Iris-virginica
+71,6.80240192016001,3.206216266171376,5.825396308509176,2.2980543092755275,Iris-virginica
+72,5.855592161002537,3.2184850616554455,4.827589242121659,1.8379737111159853,Iris-versicolor
+73,6.125591624663455,2.5895737531240686,5.543960038444109,1.4038211354613435,Iris-virginica
+74,4.593531915924268,3.5624190012911106,1.000000478781386,0.19801280002013893,Iris-setosa
+75,5.050121016137812,3.331645890668051,1.591403674644392,0.4641347756624423,Iris-setosa
+76,5.094545665569886,3.55463472950032,1.3873596038523393,0.199389341469765,Iris-setosa
+77,4.389915918699775,2.892845549770705,1.3889919187110393,0.19824109438270668,Iris-setosa
+78,5.693192731468944,2.284383403867243,3.864879483192529,0.8924349949772891,Iris-versicolor
+79,4.300000502867541,3.0,1.1013069648013443,0.10000011305768979,Iris-setosa
+80,4.401286740670088,2.8832021108697696,1.4116038048056854,0.19964570703888435,Iris-setosa
+81,5.975654017403773,3.4012849508426086,4.5150614450351165,1.6175505487716402,Iris-versicolor
+82,4.988189758197455,2.0,3.6188262261552873,1.0040412262090115,Iris-versicolor
+83,5.15561488396028,3.40933441067779,1.404795431369154,0.20168433639878122,Iris-setosa
+84,5.934313482858375,3.1965306144119,4.787180805632759,1.771291319312403,Iris-versicolor
+85,5.617189063235534,3.0,4.422053798569714,1.4206614598702894,Iris-versicolor
+86,5.100300444735291,2.480534179550961,2.998275927278325,1.0997994806423852,Iris-versicolor
+87,6.695698289078125,3.0,5.01269697596904,1.7183829477403352,Iris-versicolor
+88,6.705350936445793,3.0,4.880947045424536,1.5955331982899235,Iris-versicolor
+89,5.033784475709414,3.3461827778769337,1.5966169625092002,0.23730663856172668,Iris-setosa
+90,6.257695392099971,3.30712271668439,4.666982126325046,1.59329139445842,Iris-versicolor
+91,6.202306757331396,3.3941326647472954,5.446259545029041,2.308209411614457,Iris-virginica
+92,7.676869518859174,3.0,6.104122752068559,2.2962538644985258,Iris-virginica
+93,5.0909185838379285,3.3040773929841047,1.6760409550322275,0.5262125997146866,Iris-setosa
+94,6.79877911864161,3.20642015746022,5.921322488800374,2.2816912538837872,Iris-virginica
+95,4.617226761600743,3.1373347194611303,1.4781776853673834,0.20093676707381838,Iris-setosa
+96,4.837963432312515,3.0,1.4486568812838274,0.10000009784272107,Iris-setosa
+97,4.30000051750767,3.0,1.1005487157729514,0.10000009389042845,Iris-setosa
+98,6.889501482162776,3.1405124417892587,5.4032855387545276,2.293585313999613,Iris-virginica
+99,6.076568578958128,2.8915376974879887,4.604562028290667,1.4332370354942243,Iris-versicolor
+100,5.582082107050591,3.70564007796496,1.5621750988800098,0.3807855655834332,Iris-setosa
+101,5.8224534299412305,2.68614229750963,5.096383131934743,1.8810010358052092,Iris-virginica
+102,6.29321759567859,3.306183749034332,6.021587716974654,2.5,Iris-virginica
+103,5.083396308646754,2.5127846277821138,3.041293374660058,1.1301833002212258,Iris-versicolor
+104,6.593671434659234,3.0,4.4110693633096325,1.4092556448663571,Iris-versicolor
+105,6.705194613433004,2.4636475902932533,5.801098014126856,1.8023663471144253,Iris-virginica
+106,5.922728226602171,3.210482857889954,4.783947609107935,1.7710345589065424,Iris-versicolor
+107,7.696933876647465,3.0,6.079860277242314,2.2811133686742138,Iris-virginica
+108,7.146383101816403,3.1800727580047288,6.015387511050441,1.7816473614304662,Iris-virginica
+109,4.624100298243622,3.0959201977692796,1.5107878493848352,0.2012145021669238,Iris-setosa
+110,6.259602900780828,2.6983659864356975,4.889301977232052,1.7898629901123257,Iris-virginica
+111,6.1087700380306895,2.8166275344957237,4.731569717296975,1.2088824796260738,Iris-versicolor
+112,6.261191557597436,3.290020715645347,4.7303026022272565,1.6214129415412852,Iris-versicolor
+113,4.916214605071605,3.1075474471287277,1.5038507746238565,0.1,Iris-setosa
+114,6.690844764725575,3.0,4.981205762836034,1.669019359490269,Iris-versicolor
+115,4.812093619298929,3.3932153867176638,1.9013850232320781,0.19828980080778397,Iris-setosa
+116,5.452642821158241,2.94597848179911,4.334236978674319,1.4441053976736593,Iris-versicolor
+117,6.707340060503589,3.0,4.981099843638487,1.7077118971382348,Iris-versicolor
+118,7.899997874843655,3.760287247115731,6.431456247128408,1.9656964753321997,Iris-virginica
+119,5.021777082783298,3.637663081320855,1.359094413554699,0.2031852523534474,Iris-setosa

iris/tab_ddpm/0/0/test.csv

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

iris/tab_ddpm/0/0/train.csv

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

iris/tab_ddpm/0/0/val.csv

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

iris/tab_ddpm/0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1059903278242205,3.4402771501442375,1.4070059954514718,0.20096224291073306,Iris-setosa
+1,4.300000881044779,3.0,1.1088350714802226,0.10000013499450673,Iris-setosa
+2,4.8697484139295195,3.085917672139913,1.48960312076301,0.10000011695420237,Iris-setosa
+3,5.510810339860335,4.199999013334399,1.3873967316330835,0.20070743287286769,Iris-setosa
+4,5.72605612117867,2.8209487833731797,4.205523868025938,1.203069349438668,Iris-versicolor
+5,4.794214631157948,3.0,1.3802357155584508,0.3172302102652996,Iris-setosa
+6,5.732650944179312,2.7909693780368943,4.4872964424859125,1.3346101828810264,Iris-versicolor
+7,5.808550898066078,2.7010160033141397,5.1229968713483895,1.9009031195307164,Iris-virginica
+8,6.097346868519677,3.3804834649114195,4.54414944989198,1.6006540491802275,Iris-versicolor
+9,5.057746030713429,2.5094148471785998,2.972157618202842,1.0798370938921225,Iris-versicolor
+10,6.651553319864352,3.0805612850221022,4.714145414025387,1.4876813972469385,Iris-versicolor
+11,5.601356721228129,2.9329874202142796,3.6993468172504222,1.2853862492838153,Iris-versicolor
+12,6.3408020836132275,3.2855027593357464,6.000354977748912,2.5,Iris-virginica
+13,6.6891594133398975,3.0,5.001199017684871,1.7052225890684325,Iris-versicolor
+14,4.3990077327568375,2.9014483720048565,1.384822945840665,0.19859141804990807,Iris-setosa
+15,5.125343828870805,3.2916123406628115,1.7017274097848964,0.36947556906452894,Iris-setosa
+16,4.999489542129252,2.000000484967495,3.2545803753881506,1.0010220344824627,Iris-versicolor
+17,5.0346887449313495,3.0,1.7165282947744454,0.20238338794692942,Iris-setosa
+18,6.084688732719153,2.8947809357940004,4.6984456471844664,1.391451068727223,Iris-versicolor
+19,6.4828991499054505,3.2057213200395394,5.176498776461489,2.053791672053294,Iris-virginica
+20,6.814282052795774,3.2083534600239867,5.849994942133047,2.289232084135813,Iris-virginica
+21,6.336045970589903,3.2892542394002033,5.970586887325668,2.5,Iris-virginica
+22,7.697265685005758,2.589672869463517,6.899998698150779,2.3098750996464505,Iris-virginica
+23,7.250286136159765,3.1903294922642016,6.021471759061188,1.8087336657360213,Iris-virginica
+24,6.6669482375936315,3.1140105231273982,5.757636176353819,2.270938092334027,Iris-virginica
+25,4.614366255165814,3.1064478272969165,1.5103493635798482,0.1997823498821089,Iris-setosa
+26,5.09749237102241,3.5138078653963736,1.3988016278846906,0.20412264571016278,Iris-setosa
+27,6.355502938583835,3.2931911572322226,6.000259227537693,2.499999788376415,Iris-virginica
+28,7.899998759458351,3.8149903481734384,6.425352700254976,1.9977259427137823,Iris-virginica
+29,5.883568787858654,3.200936745574369,4.813331035354952,1.8395727017314492,Iris-versicolor
+30,6.097805670410463,2.8290335091517065,4.693737019489545,1.2436396421603413,Iris-versicolor
+31,5.806778121879192,2.7109707541324655,4.137072214264718,1.0209910601979906,Iris-versicolor
+32,6.713885246014626,2.5049983845620205,5.750842059292901,1.8058633049415882,Iris-virginica
+33,7.208001892188145,3.206437832758752,6.0357499982156515,1.7785811408517551,Iris-virginica
+34,6.221749436462306,3.4011575754267853,5.448600396304311,2.317626143386945,Iris-virginica
+35,5.4051770538551,3.8853429045921977,1.3107147842146643,0.3653289268365185,Iris-setosa
+36,6.267387672811898,2.6808558807814435,4.863701207883294,1.784651511881677,Iris-virginica
+37,6.687006455626621,3.0,4.949497274314786,1.7216302668976113,Iris-versicolor
+38,6.122924026924241,3.3058435945901348,4.566647421554459,1.5542646107965976,Iris-versicolor
+39,4.574815335348925,3.622747607550593,1.0,0.19465536155373198,Iris-setosa
+40,5.193292809102752,3.406609311788215,1.3781756874983442,0.19632312619794273,Iris-setosa
+41,4.779302867870593,3.0,1.406469466721289,0.10000012848743156,Iris-setosa
+42,6.07571754813265,2.9066657548238517,4.674011757888586,1.408783771355611,Iris-versicolor
+43,6.739414223927155,2.7817161226785343,4.760848838833372,1.4168843956598987,Iris-versicolor
+44,5.701684151714522,2.9105294201816347,4.125767454504487,1.2376269725970408,Iris-versicolor
+45,5.688503043270935,3.7925747767834497,1.7989538384954586,0.30394859617691544,Iris-setosa
+46,6.354172380861066,3.292238881286797,5.977077550926895,2.5,Iris-virginica
+47,6.217284914389906,2.1860029407709614,4.465738741741082,1.5024114804812976,Iris-versicolor
+48,6.156570466327827,3.344247571237122,4.6273282034879,1.6008763875985237,Iris-versicolor
+49,4.797112245621196,3.398092482660728,1.5990453496246984,0.19886977327877547,Iris-setosa
+50,5.885123814027348,3.199117785461993,4.809787033456033,1.8047994372526892,Iris-versicolor
+51,4.997458153818295,3.0,1.6051538312919391,0.19909474631606905,Iris-setosa
+52,5.705054681620253,2.8333932377771993,4.32570567485744,1.3014288234963418,Iris-versicolor
+53,6.104903666712435,2.601982709642206,5.583172994164339,1.4316317900447582,Iris-virginica
+54,5.762888688867837,2.7822890841217873,5.128287698764673,2.4088182172341037,Iris-virginica
+55,4.843083544348464,3.400838905175029,1.6242093850521107,0.21779837307348549,Iris-setosa
+56,6.794198350232839,3.205862929522241,5.822316702026337,2.3031807247791414,Iris-virginica
+57,5.684137384193912,3.0,4.206735078846832,1.1839207370418814,Iris-versicolor
+58,5.802251771526756,2.704858288657801,5.0828111662198125,1.9252153388931337,Iris-virginica
+59,5.000379107286755,3.0,1.6037318399586893,0.2012650807527352,Iris-setosa
+60,6.019308441296677,2.9160467980579634,4.581608696962983,1.4444652898044548,Iris-versicolor
+61,6.888871749708212,3.088507575307499,5.099676354607146,2.2989630748231566,Iris-virginica
+62,4.799188309451807,3.3976766789931063,1.890772697937586,0.19778877780479087,Iris-setosa
+63,4.596126433379503,3.0886469803714163,1.517380769040464,0.20192636041435688,Iris-setosa
+64,4.3,3.0,1.1063913445941473,0.1,Iris-setosa
+65,5.4712916113470635,3.0,4.530402311326782,1.5055928147811302,Iris-versicolor
+66,5.405342387499901,2.4423389147475354,3.6535861014718933,1.0483338791591035,Iris-versicolor
+67,5.079253328968352,2.468747836010335,2.9410508084835847,1.096972757633339,Iris-versicolor
+68,5.464142448064152,2.4318909396309225,3.6380899473956156,1.0065593864164424,Iris-versicolor
+69,4.591963653884472,3.1289687219223445,1.459603004059751,0.2002364303765507,Iris-setosa
+70,5.005355996679193,3.0,1.7955397769487529,0.20056554404179036,Iris-setosa
+71,5.60598695412615,2.4978329206896714,3.9446665568643704,1.1180345206241686,Iris-versicolor
+72,4.844553321932826,3.0,1.4203881068915978,0.2783725781277705,Iris-setosa
+73,5.502283201438482,3.0,4.5073577187965475,1.4997363837589344,Iris-versicolor
+74,5.524587522948979,2.4173551982441417,3.7249668256494344,1.0029798146488687,Iris-versicolor
+75,5.597378013382031,2.9070965105966953,3.687840329255906,1.3055211660865291,Iris-versicolor
+76,5.231962929367894,2.7147047234918253,3.925895809204251,1.4036998797986555,Iris-versicolor
+77,4.416988521674024,3.1279108808194858,1.4100419063845067,0.20228658206142688,Iris-setosa
+78,5.104800657110782,2.5027179763810357,2.9625362876975903,1.0922272559635557,Iris-versicolor
+79,7.696143893106643,2.6000196374703552,6.899998965680437,2.307108124535937,Iris-virginica
+80,4.3000005978775,3.0,1.1135693917660927,0.10000016490837531,Iris-setosa
+81,5.12631095986561,3.4082572273693215,1.393366252776903,0.20003049107022577,Iris-setosa
+82,6.094152163620322,2.5980432795713204,5.558865247650679,1.3888678061120259,Iris-virginica
+83,5.992517440717739,3.3954774563393255,4.471633390143478,1.577854911684517,Iris-versicolor
+84,6.860866310253867,3.0845797687006704,5.115402566100723,2.299986326054145,Iris-virginica
+85,7.899998570177977,3.820601240762448,6.340658400297808,1.978266767017301,Iris-virginica
+86,6.316028448848524,3.3062733168170286,5.946946318552513,2.499999800030361,Iris-virginica
+87,7.695540998039895,2.798320662539024,6.716735885002135,1.9983584714145692,Iris-virginica
+88,6.214300377809494,2.7834458718969244,4.8250076038905805,1.792323466277323,Iris-virginica
+89,4.398054563152027,2.921899618045399,1.3818419702693254,0.1979971504705717,Iris-setosa
+90,5.9853427532727554,2.1892743107823134,5.002359010866812,1.5015096657460885,Iris-virginica
+91,6.139681631801325,3.3102750660052327,4.685251069526344,1.6547998517512952,Iris-versicolor
+92,6.492131232369044,2.8015693483616615,4.594963550970425,1.502337427620895,Iris-versicolor
+93,6.1135632407515486,2.853457863950585,4.6654191090254225,1.3368860207304298,Iris-versicolor
+94,6.629980821809017,2.5041217116742907,5.6695192041644376,1.8174749615774295,Iris-virginica
+95,5.453552798998623,3.0,4.496317112556828,1.4945373000600617,Iris-versicolor
+96,5.191235266888171,3.404685293662557,1.384335823961572,0.19751975142300993,Iris-setosa
+97,6.395461094709046,3.2046227200656943,5.326923985341228,2.311627986434811,Iris-virginica
+98,7.690836242077003,2.6025780833469683,6.9,2.2987844710166074,Iris-virginica
+99,7.69176273151503,2.79793937750066,6.696957867314412,1.9917935091587429,Iris-virginica
+100,7.725654340877917,2.604154416893825,6.9,2.285624943912764,Iris-virginica
+101,5.992529236479845,3.3991613557279217,4.5328985224392815,1.5928228919616065,Iris-versicolor
+102,5.5537788692771874,3.0,4.49494679181356,1.4844762921881924,Iris-versicolor
+103,6.180002941209996,2.830205740831347,4.787704822438001,1.7938189149839547,Iris-virginica
+104,6.918538928871517,3.094780076598046,5.121726418851312,2.3030036732144157,Iris-virginica
+105,6.008347425445498,3.397552022904104,4.48477709175496,1.5886743425801428,Iris-versicolor
+106,5.682668065150166,2.8593917997834373,4.302119985837387,1.280576114262968,Iris-versicolor
+107,5.685595566301206,3.0,4.156811873789883,1.2262771123789347,Iris-versicolor
+108,7.241737658081701,3.2025374183976822,5.989443304986424,1.8094265346495135,Iris-virginica
+109,5.796194270864361,2.719358859735306,4.18411669880741,0.998594622406316,Iris-versicolor
+110,5.982360932836976,2.197608600418715,5.005097347787278,1.4931696432553796,Iris-virginica
+111,6.317922996509399,3.3976572822327227,5.595344953815302,2.397096206573721,Iris-virginica
+112,6.280110168118982,2.501089105821639,4.994881012300486,1.8806238820816605,Iris-virginica
+113,4.3,3.0,1.0846757807758751,0.1,Iris-setosa
+114,4.4096832009577644,3.1552575633220883,1.2937020650809894,0.2022190053163859,Iris-setosa
+115,4.887332582149037,3.104623899108973,1.5101582254350063,0.1,Iris-setosa
+116,6.873966887428896,3.098436405092505,5.126050665927849,2.287430739846297,Iris-virginica
+117,6.796445431367269,2.7989654279386635,4.782741718315885,1.3731316790798012,Iris-versicolor
+118,5.509826248269854,4.199999076919354,1.3789225789341564,0.20511502740514678,Iris-setosa
+119,5.965819802504303,3.224585793073684,4.774313036181938,1.740606382712081,Iris-versicolor

iris/tab_ddpm/0/1/test.csv

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

iris/tab_ddpm/0/1/train.csv

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

iris/tab_ddpm/0/1/val.csv

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

iris/tab_ddpm/0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.51976158373622,2.494142190875496,3.967576957424245,1.3040009168552482,Iris-versicolor
+1,6.06931318502076,2.8892847207650756,4.714421106017527,1.3713818300434304,Iris-versicolor
+2,6.254970090630952,2.7248186964761634,4.875270551145994,1.8147107600135055,Iris-virginica
+3,6.004783703797665,3.399028578712198,4.464501733482328,1.5947916233229043,Iris-versicolor
+4,6.330672935571512,3.294451294050744,6.029632795736644,2.49999974781648,Iris-virginica
+5,5.732680050350943,2.9606504638836144,4.230318309930596,1.24395666942311,Iris-versicolor
+6,5.389028661031595,2.4314872043392675,3.5956528550393307,0.9505442753329038,Iris-versicolor
+7,5.811751340046093,2.7154617843838027,4.09778164599051,0.9970503038498076,Iris-versicolor
+8,6.700408858389236,3.0,4.96252042765309,1.6862589733782403,Iris-versicolor
+9,7.646841961420144,2.5956695043373172,6.899998271935295,2.2890081195284395,Iris-virginica
+10,5.010906878035954,2.0,3.6193591383551755,0.9481420752112819,Iris-versicolor
+11,5.922266297525643,3.202372348136568,4.781092569144009,1.8414835957695812,Iris-versicolor
+12,4.802316511597012,3.376960803488771,1.5992066344992668,0.20418143944001732,Iris-setosa
+13,7.7204171529358,2.611543715322485,6.9,2.310098528489653,Iris-virginica
+14,5.001661899634703,3.624283146707763,1.3743243051144352,0.2025576499996575,Iris-setosa
+15,5.518830358048029,2.474253729286144,4.012586734455629,1.2806693512936294,Iris-versicolor
+16,4.7905217881394355,3.3960089334171863,1.8125760815361773,0.2019040676887803,Iris-setosa
+17,7.701472946526897,3.0,6.150522594268696,2.2909868872496455,Iris-virginica
+18,5.578406611471576,3.0,4.472472436314189,1.4936010144161023,Iris-versicolor
+19,5.9693778261212636,3.4064015302373836,4.470426154755779,1.5923645585357353,Iris-versicolor
+20,4.845172262623939,3.392794992330574,1.5926391310052932,0.21489170374498334,Iris-setosa
+21,4.615353247615992,3.0960822973595064,1.5110272666383198,0.1990075588539904,Iris-setosa
+22,6.078895105646475,2.8948182427632574,4.654134955581371,1.4330539083548504,Iris-versicolor
+23,5.883644639344122,3.2035044098814427,4.823477435166834,1.798999093300903,Iris-versicolor
+24,6.412643230281764,3.2213582038024438,5.28687890874683,2.2748446771197885,Iris-virginica
+25,6.393636715116199,3.2036442790453665,5.3044988012780445,2.30269419101154,Iris-virginica
+26,4.8068598425016535,3.0,1.3993365138518186,0.10000012390426744,Iris-setosa
+27,7.9,3.7612886963146264,6.364472406341156,1.9334475718233164,Iris-virginica
+28,5.358655804372385,3.402129101565108,1.4992288419234734,0.480436781213832,Iris-setosa
+29,6.534655162157683,2.5142363195472277,5.560811020561587,1.6997753550993677,Iris-virginica
+30,4.395760910339121,3.151888636928175,1.3043184614190468,0.20067777991098248,Iris-setosa
+31,6.703375808126599,3.0,5.004108482677566,1.7074842998822317,Iris-versicolor
+32,6.292706128665889,2.7213179007854493,4.888285987063878,1.7734994917463143,Iris-virginica
+33,7.706208724586936,3.0,6.095188112948792,2.298417568452471,Iris-virginica
+34,5.034456469710326,3.6165925657110964,1.4048308551625426,0.20191453386570052,Iris-setosa
+35,6.278280320698749,3.401634866525266,5.568117053776285,2.389714767582279,Iris-virginica
+36,5.979021143147892,3.4043666107714707,4.506353756739069,1.6138914408252896,Iris-versicolor
+37,5.350339716839916,3.388163697292622,1.5148801407615864,0.3969932630239251,Iris-setosa
+38,5.218618456967516,3.3960239883154464,1.401102600828571,0.2022612740031577,Iris-setosa
+39,5.569558550157147,2.5003331798456627,3.899678535155817,1.1162217156421121,Iris-versicolor
+40,6.1022761104677725,2.8042136227121524,4.700590540097242,1.1989253447437938,Iris-versicolor
+41,6.367616790012987,3.2392977685209994,5.3202767364133035,2.30726808281556,Iris-virginica
+42,6.710957116459413,3.0,4.996643921219175,1.7060738456905402,Iris-versicolor
+43,5.771816425023545,2.7965434989435334,5.092322860137302,2.408318596716541,Iris-virginica
+44,5.399830568987793,3.9092933633240285,1.3344933454392527,0.3434370661570479,Iris-setosa
+45,4.990897529734935,2.000000614252559,3.2927633980830358,0.9940828323871546,Iris-versicolor
+46,5.503260630348319,4.199999124469507,1.4003381413092704,0.2059872430663977,Iris-setosa
+47,4.60136756371235,3.65720465091499,1.0000003733156066,0.20075873419178486,Iris-setosa
+48,5.8190779816836,2.689794957626019,4.12358073339622,0.9318121650704314,Iris-versicolor
+49,6.194213803978975,2.8111607796814515,4.771996634841448,1.8002277165998248,Iris-virginica
+50,6.00636293368289,2.1938328220072107,5.01422504696676,1.4805268106002687,Iris-virginica
+51,6.242214306258116,2.170868532813107,4.4394450571449005,1.5028327075467358,Iris-versicolor
+52,4.966894563627166,2.0,3.3089990572850265,0.9166732754265489,Iris-versicolor
+53,6.054345811765343,2.1986139371136457,4.113076700546056,1.098990552356657,Iris-versicolor
+54,6.031474313917108,2.818255875861251,4.6773007177575,1.2464735640517315,Iris-versicolor
+55,6.301434699567674,3.2983577041248777,5.986049967356083,2.499999818023032,Iris-virginica
+56,5.861220892317924,3.197063609400848,4.780673433189845,1.7710483589590265,Iris-versicolor
+57,5.901488511315127,3.208434585888678,4.7910490846789004,1.7857048329792624,Iris-versicolor
+58,5.801521139337813,2.696982502658484,5.138416947476337,1.901693118288745,Iris-virginica
+59,6.757213669637875,3.196714846260521,5.427581377888124,2.2973202212723067,Iris-virginica
+60,6.185183560331318,2.2020814228980496,4.475903097680132,1.5042413099207272,Iris-versicolor
+61,6.028443533973495,2.2040056702455137,5.01906482062219,1.5148660818622002,Iris-virginica
+62,6.255377082969939,3.3010268355762884,6.041723680016337,2.499999819843065,Iris-virginica
+63,6.190679706296458,2.8008039222950702,4.7735976620819285,1.796421939785005,Iris-virginica
+64,5.47359712405094,3.0,4.508112027861968,1.500401726702378,Iris-versicolor
+65,5.1365172352164,2.54454980212209,3.5745898176645508,1.2695106688133,Iris-versicolor
+66,4.300000941240835,3.0,1.1059250339781213,0.1,Iris-setosa
+67,6.20302734528559,2.206495499493259,4.527459871166446,1.5016656276647806,Iris-versicolor
+68,5.820601954620275,2.8207728001408534,4.583938019893396,1.3084025516240756,Iris-versicolor
+69,6.925568980011304,3.103980929779433,5.157635475203232,2.3008285138542997,Iris-virginica
+70,7.692554787043072,2.799078409436926,6.692621654705153,2.031180893441626,Iris-virginica
+71,6.622057943556471,3.0,4.458899486337067,1.4224227621908903,Iris-versicolor
+72,6.497774957886626,3.0,5.891973148906186,2.1905788251119147,Iris-virginica
+73,5.630221398792454,2.9238724917680736,3.892319872204966,1.2846841259430928,Iris-versicolor
+74,5.503142962989635,2.550692950789511,4.017805407175416,1.2426495060901748,Iris-versicolor
+75,4.597078688969645,3.111011765593433,1.511332020055807,0.19951080201822935,Iris-setosa
+76,5.160036749755341,3.442185765787442,1.3906218391120702,0.20126573494585107,Iris-setosa
+77,4.3,3.0,1.1151188708155713,0.1,Iris-setosa
+78,6.7347105912706935,2.810778068027674,4.764862508251976,1.4209649054052165,Iris-versicolor
+79,4.789703564957336,3.0,1.3678636021006654,0.2781320075820862,Iris-setosa
+80,5.011876321041075,3.35065996602825,1.596304566342219,0.4568392381507724,Iris-setosa
+81,5.666004570758418,3.0,3.9813343485891783,1.2047890841624298,Iris-versicolor
+82,6.125958312858552,2.9064184141697655,4.693652160015062,1.391056774631046,Iris-versicolor
+83,4.403475044829063,3.205926137167803,1.304267177780995,0.20347453351613776,Iris-setosa
+84,4.414835580670072,2.91832979237149,1.3944315019508635,0.1992961477699482,Iris-setosa
+85,5.026631005581645,3.6276793205385047,1.3816291763076198,0.20023615646397547,Iris-setosa
+86,6.997358837729419,3.093416164508082,5.095013131190683,2.3109800696743172,Iris-virginica
+87,6.296054369325558,3.4074514605467368,5.610537415203179,2.4074221369816398,Iris-virginica
+88,6.538954179237094,3.195946692735266,5.096744835082744,2.0298413186185913,Iris-virginica
+89,5.109051855329235,3.3276726925927416,1.5824157695222594,0.5391850837816717,Iris-setosa
+90,4.5875629768208395,3.6792592852672676,1.0000004452729891,0.20489349375542412,Iris-setosa
+91,6.180592236942984,2.2045694910463856,4.518414711816951,1.4931448560629885,Iris-versicolor
+92,6.021570525744263,2.899438788768623,4.514894608834871,1.5091396193587525,Iris-versicolor
+93,5.194925956181869,2.712052929370684,3.9076358814856995,1.4036028453754574,Iris-versicolor
+94,6.488547695969009,3.0,5.839047203692359,2.1933065121404662,Iris-virginica
+95,7.611637216125673,3.0,6.596731601820662,2.112397573211018,Iris-virginica
+96,4.3,3.0,1.100036039321512,0.1,Iris-setosa
+97,7.9,3.8426356035995166,6.396008338000538,2.028199466338981,Iris-virginica
+98,6.836538950824614,3.1994727195993966,5.7234898363831475,2.293512858463588,Iris-virginica
+99,5.565188981012173,2.4777765123901307,3.8133599931395783,1.0722322473312018,Iris-versicolor
+100,5.406063198549422,3.8681905205120226,1.2910829531918795,0.37155030879059714,Iris-setosa
+101,7.70392016454353,3.0,6.096189635948572,2.283820562922196,Iris-virginica
+102,5.9723650015006955,3.4078695840237323,4.441579379521203,1.5890194093457268,Iris-versicolor
+103,4.984786926168186,2.0,3.1193826494028762,0.9689961347166582,Iris-versicolor
+104,5.444996354952774,2.442961216814485,3.746550637461316,1.0573863716317067,Iris-versicolor
+105,5.768837647450371,2.800291969046264,5.173869554944517,2.3975891154443056,Iris-virginica
+106,4.628259210698972,3.091507471786891,1.5050584545870394,0.20075139445065204,Iris-setosa
+107,7.632744076727944,3.0,6.602279860417913,2.095480795374048,Iris-virginica
+108,4.5730713433901045,3.6413977100604447,1.0,0.20107040883240707,Iris-setosa
+109,5.832453888294557,2.691356518046207,4.136499071318136,0.9698387449530107,Iris-versicolor
+110,7.637742876580177,3.0,6.629708745159173,2.0752913206993564,Iris-virginica
+111,4.957011691184899,3.5932562427341854,1.4211434002115286,0.19913542936831125,Iris-setosa
+112,4.803255019682604,3.401042937472389,1.693579478794406,0.2003037475982402,Iris-setosa
+113,4.925504214361399,3.0,1.5639973447634796,0.21855983782018076,Iris-setosa
+114,6.690353012926037,3.0,4.991956507282799,1.6958747914732482,Iris-versicolor
+115,6.218616204651799,2.7785813409304962,4.8389402985216385,1.8066433875662349,Iris-virginica
+116,6.1062420043272745,2.7860997649012234,4.727384423158843,1.1790298610232253,Iris-versicolor
+117,6.70788964294378,3.0,4.984746283353338,1.699786310126773,Iris-versicolor
+118,4.594254108337083,3.2082472825851207,1.4142638364936055,0.19809944316325645,Iris-setosa
+119,5.02045211972022,3.0,1.583620769381541,0.20163901828963135,Iris-setosa

iris/tab_ddpm/0/10/test.csv

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

iris/tab_ddpm/0/10/train.csv

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

iris/tab_ddpm/0/10/val.csv

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

iris/tab_ddpm/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.106230115043167,3.2982556128798763,1.6963443712814483,0.5096910583473027,Iris-setosa
+1,6.286019625551014,3.292122244872275,6.014414633300642,2.4999997712165993,Iris-virginica
+2,6.291796766657217,3.2895215160422593,6.014572975811923,2.4999998136109545,Iris-virginica
+3,5.6809529661001905,2.882357104940918,4.225405667913718,1.3220904045856088,Iris-versicolor
+4,5.110790372948863,2.4891082146597268,2.8874844230694365,1.1315853548697206,Iris-versicolor
+5,4.902486348294788,3.0982547884775093,1.5018034213410563,0.1000001114607317,Iris-setosa
+6,4.790628767409363,3.0,1.4236552512605087,0.10000010608052776,Iris-setosa
+7,4.784269707392682,3.0,1.3841159044271452,0.1,Iris-setosa
+8,5.788851839829335,2.7057249554333,5.097497696592855,1.891599987584471,Iris-virginica
+9,5.214658520960919,2.717843007906147,4.024559030147193,1.401370361503414,Iris-versicolor
+10,6.9597452371239585,3.1805716961068997,5.6447532932996936,2.2941477665370202,Iris-virginica
+11,6.0226142320834075,2.2156511584385026,5.003321569981039,1.4985785040429065,Iris-virginica
+12,6.518461075275878,3.0,5.800580616160903,2.191719576379207,Iris-virginica
+13,5.6792678122581535,2.7601150140760393,4.440517826330401,1.2566085064872723,Iris-versicolor
+14,5.05422211993565,3.382823743970112,1.6458429176613327,0.43497539984172995,Iris-setosa
+15,5.101207303934786,3.826455984546992,1.7062059827780425,0.1977489313106061,Iris-setosa
+16,7.899998539505084,3.7915449251731146,6.40420193262319,2.004899790125536,Iris-virginica
+17,4.868001857655058,3.0485953576843356,1.4737273917401812,0.10000009810431812,Iris-setosa
+18,5.796781206680228,2.693087621627643,5.1034602187703975,1.8984817752832992,Iris-virginica
+19,5.842977014153208,3.1834902698089182,4.765414017020608,1.7670235871119397,Iris-versicolor
+20,6.038002857484655,2.9188242722726874,4.509924784903361,1.4835215372520174,Iris-versicolor
+21,7.699559949232084,2.6151850082690773,6.8999986858959135,2.3057914126442713,Iris-virginica
+22,6.303502806040251,3.2964127809516386,5.949594407514543,2.4999997342839713,Iris-virginica
+23,7.151329361239051,3.2094832155185644,6.023761963199175,1.8366378872753983,Iris-virginica
+24,7.679013233086348,2.6037392079669273,6.899998993885795,2.301786394370259,Iris-virginica
+25,6.535049190210361,3.0,5.844712798200286,2.2241797939107952,Iris-virginica
+26,5.992179208203574,2.2239258738245167,4.044249247778164,1.0346350848737673,Iris-versicolor
+27,7.9,3.828893240741075,6.392192656835834,2.0151153830614503,Iris-virginica
+28,4.8129428270119385,3.0,1.4064557355932736,0.10000009494683128,Iris-setosa
+29,6.711010368315723,3.0654365902062084,4.748502744927594,1.4942166475360332,Iris-versicolor
+30,4.98126071310566,2.0000004975282253,3.5893468125583534,0.8761388042064089,Iris-versicolor
+31,6.694267203538481,3.0,5.019534018114859,1.7057043919943158,Iris-versicolor
+32,5.405386487512206,3.9243701627023033,1.2761087804154767,0.39595362236767756,Iris-setosa
+33,5.609590537502285,3.7290320116440028,1.5597393902716894,0.31176620711774583,Iris-setosa
+34,5.0671320915667,3.2963311275188283,1.6416681721027397,0.532311090792855,Iris-setosa
+35,6.474738732376015,3.1831468695900558,5.086254651977888,2.0327714036516302,Iris-virginica
+36,6.179460740592851,2.7227057735629243,4.8909049301737655,1.726355378934668,Iris-virginica
+37,6.005441750051444,2.213538374896298,4.003123344991024,1.0291247167463675,Iris-versicolor
+38,4.580986741025151,3.6252640700245395,1.0,0.20713055394235602,Iris-setosa
+39,4.777117725323854,3.391946856537179,1.7156000564058167,0.19961942614859346,Iris-setosa
+40,5.153301117835884,2.6917077904490436,3.95230608481783,1.4086783063627648,Iris-versicolor
+41,6.277620349783859,3.299737843928434,5.9650019693498795,2.5,Iris-virginica
+42,5.619428726333201,2.505839097387301,3.9278795700937126,1.1010896088418691,Iris-versicolor
+43,5.015918652471621,3.609178375165634,1.3986205926614588,0.19635616943369022,Iris-setosa
+44,4.8966084799331675,3.074453227999464,1.499851914291645,0.1,Iris-setosa
+45,5.545269164028419,2.342448381438575,3.7328079220155357,0.8529778485568232,Iris-versicolor
+46,5.057940771861286,3.799814263222727,1.5767882325633251,0.20313713474203246,Iris-setosa
+47,4.89570489231241,3.10729664757045,1.492511331365748,0.1,Iris-setosa
+48,4.927572539920349,3.6059835428527807,1.6637189902419394,0.20140886043766795,Iris-setosa
+49,4.9879316571695185,2.0,3.3239539357408194,0.9293219246396202,Iris-versicolor
+50,6.009564600100889,3.3950818344077542,4.518479465159978,1.6062639211334298,Iris-versicolor
+51,4.992375840282232,2.0,3.6374441650598452,1.062443275870376,Iris-versicolor
+52,6.8832974678468535,3.1051684068334953,5.097212827321179,2.2942621391693736,Iris-virginica
+53,6.092965706490579,2.7845965473154837,4.688803539740901,1.1813650239965778,Iris-versicolor
+54,6.287832826575133,3.2947324372579874,6.0210252655898,2.5,Iris-virginica
+55,6.693289679331903,2.5017662510898906,5.813957938676405,1.815267417126744,Iris-virginica
+56,6.172689995097333,3.351310533848448,4.6204707714329025,1.6036235192359394,Iris-versicolor
+57,4.3,3.0,1.094766140161848,0.1,Iris-setosa
+58,4.809801202327351,3.407441484133349,2.0108320627604597,0.19641010021549468,Iris-setosa
+59,6.484650698182337,3.0,5.759450064376988,2.194103572714377,Iris-virginica
+60,6.311555673611803,3.301136421685656,4.684628660853058,1.602473056395567,Iris-versicolor
+61,6.2004309350437605,2.2097014299986597,4.505865815520121,1.4902244611348525,Iris-versicolor
+62,6.960473320445162,3.086202136066148,5.077046167279584,2.30836625820831,Iris-virginica
+63,4.801221233915255,3.395205525408478,1.7357806575028265,0.19629443635244784,Iris-setosa
+64,6.921143327760479,3.197105185287051,5.723975420188733,2.3104169274465733,Iris-virginica
+65,6.847985482001413,3.2074424298359716,5.745109811649261,2.294604681025769,Iris-virginica
+66,6.712784512530566,3.0,5.010117862791413,1.7090738152536173,Iris-versicolor
+67,6.449288883725066,3.2110910474455245,5.140500399392034,2.094833188869532,Iris-virginica
+68,4.997314074478803,3.402354685386848,1.6161011107410268,0.43008256396739664,Iris-setosa
+69,6.062190835333164,2.593473929182173,5.600058026604778,1.3725847803595517,Iris-virginica
+70,6.317120555109738,3.2844322049298063,5.967871596076457,2.5,Iris-virginica
+71,6.298365931558585,2.498197515007996,4.98393065704984,1.8633853985376987,Iris-virginica
+72,4.3977021901214135,3.182743206245873,1.2918175422369846,0.20281477754050667,Iris-setosa
+73,6.279020461340013,3.3128568462435197,6.022575200122541,2.499999805579916,Iris-virginica
+74,6.068766175526743,2.835847292604956,4.702901339359592,1.2688540907376042,Iris-versicolor
+75,5.803915177528718,2.7811693645293016,5.090384899388464,2.401980677109602,Iris-virginica
+76,5.413386899981112,3.9098362248545757,1.2717411262810194,0.5001752457370443,Iris-setosa
+77,6.591325237334277,3.0,4.372362914258319,1.394716611438217,Iris-versicolor
+78,5.9991906878259815,3.1641443352976144,4.826664137432428,1.7951258682323543,Iris-versicolor
+79,5.767398539705189,2.694508946742137,5.0912396308204055,1.8918504026316758,Iris-virginica
+80,5.114669642042918,3.2884226176545797,1.7383774456079069,0.4953605022833626,Iris-setosa
+81,6.377266417967366,3.25027758717093,4.747611092156456,1.6034211951206951,Iris-versicolor
+82,5.683062731291713,2.8015844289852843,4.447751465090851,1.3209273749835835,Iris-versicolor
+83,5.510109312769294,2.507077344390065,4.005378579880102,1.2599859386867316,Iris-versicolor
+84,6.3970480034501875,3.2050317072278975,5.296039656248187,2.2986917373813958,Iris-virginica
+85,4.588395959106041,3.2037248073708806,1.3801035018934034,0.19611558563714976,Iris-setosa
+86,5.9965385404348055,2.213067498869648,4.996614880816039,1.4881184468465127,Iris-virginica
+87,5.015867813809469,3.6866604921245165,1.6199948852182529,0.20229451400227366,Iris-setosa
+88,6.249704476031205,2.7155774437586393,4.861741672846849,1.7862268280587035,Iris-virginica
+89,5.8982802775269345,3.2020830681773718,4.813469893422643,1.7756596293011975,Iris-versicolor
+90,5.498123466586379,4.2,1.4028124626278988,0.20633329042858622,Iris-setosa
+91,5.701500716329762,3.0,4.23658716116305,1.1868494003519114,Iris-versicolor
+92,4.753796179470451,3.3962467791636413,1.939051692908694,0.2002408133199151,Iris-setosa
+93,5.5054320199208275,4.2,1.3984492061007991,0.1979439195666579,Iris-setosa
+94,4.602455411813654,3.6281613438741744,1.0,0.19327028631220478,Iris-setosa
+95,6.325448600535977,3.304546495644361,6.089306116217175,2.5,Iris-virginica
+96,5.012311205652847,3.394221900873693,1.5960689283826452,0.4430607243039884,Iris-setosa
+97,6.0167590233420665,2.204892049128572,5.0035198864238035,1.5088088469197813,Iris-virginica
+98,5.121602883297432,3.294616340744184,1.6536172989060214,0.4229474889439213,Iris-setosa
+99,5.8110184621267384,2.8067037241213852,5.207080007771823,2.400083380777102,Iris-virginica
+100,6.681731916209977,3.0,4.9866062060675125,1.6741064567018864,Iris-versicolor
+101,5.6082400067766605,2.8871514844150745,3.7058681060250684,1.284449125386503,Iris-versicolor
+102,4.922906660008798,2.0,3.590960917436796,0.9804156414926081,Iris-versicolor
+103,5.8051897477454375,2.7050856208589176,5.128633344801255,1.9060074746428848,Iris-virginica
+104,5.58123848205964,2.5286698166495545,3.9323304799855956,1.1467080299571628,Iris-versicolor
+105,4.773666064008434,3.0,1.4031476413934725,0.27702448403567403,Iris-setosa
+106,5.740822378035166,2.989675255350612,4.261297277849965,1.244053096323098,Iris-versicolor
+107,5.54203767657995,3.0,4.444585200739113,1.4786185523230335,Iris-versicolor
+108,6.711773704371022,2.5014237735636864,5.854089913616445,1.8203790686114791,Iris-virginica
+109,5.005134030359958,2.0,3.5000428640630856,1.0122746784449488,Iris-versicolor
+110,7.6877701948137895,2.5920344161621904,6.9,2.271501893571795,Iris-virginica
+111,6.619558582318021,3.0,4.465687399919588,1.4159054359490448,Iris-versicolor
+112,6.072632488013975,2.911811906945116,4.620584497996731,1.4511607897280925,Iris-versicolor
+113,7.899998965213745,3.7686950459213744,6.382133792001736,2.033220007560436,Iris-virginica
+114,4.588420511805775,3.6538949962555605,1.0,0.2007592626085832,Iris-setosa
+115,7.6415856603548935,3.0,6.38451736584999,2.2280702763064584,Iris-virginica
+116,5.353799144845509,3.3884765504696355,1.505840939987033,0.4366531201222445,Iris-setosa
+117,6.002901157583566,2.2060334517117672,5.006374617632434,1.5000973575328884,Iris-virginica
+118,6.256430058591031,2.6980660965350154,4.893525544169147,1.80801454235239,Iris-virginica
+119,7.9,3.8304869773899313,6.375955845119784,2.030112766142944,Iris-virginica

iris/tab_ddpm/0/11/test.csv

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

iris/tab_ddpm/0/11/train.csv

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

iris/tab_ddpm/0/11/val.csv

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

iris/tab_ddpm/0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.413677917527243,3.191564680454272,5.268210985419509,2.301106904820108,Iris-virginica
+1,6.609276700049017,3.0,4.409070921883029,1.392962244103529,Iris-versicolor
+2,5.482787473151986,4.2,1.3839725633349715,0.19746760949252376,Iris-setosa
+3,5.097225953032097,3.294926345704271,1.7925642005820437,0.5207824235568078,Iris-setosa
+4,6.2029476653319096,2.823670115443965,4.800093505430403,1.8043013507582528,Iris-virginica
+5,5.985561158494288,2.8252967814897394,4.631762662729661,1.2489497351435146,Iris-versicolor
+6,5.747604615593376,3.07866907257689,4.664647935001661,1.6185945675242928,Iris-versicolor
+7,5.785553209039077,2.7033824537605065,4.118129588212834,0.9102738884109925,Iris-versicolor
+8,6.4234461955086815,3.169570841961841,5.192624375122135,2.120371012218421,Iris-virginica
+9,4.888080132003602,3.0758804146442884,1.473857376738782,0.1,Iris-setosa
+10,4.788699806711881,3.398387577211345,1.7900792116212387,0.20057372275336763,Iris-setosa
+11,5.373546216104456,3.8823756933268854,1.298209219511798,0.4273240009918481,Iris-setosa
+12,6.304448100270659,3.317255007959367,6.056505614564773,2.5,Iris-virginica
+13,5.579223791849204,2.504832427695139,3.9347807255104765,1.1866123724975952,Iris-versicolor
+14,5.425064684097869,3.0,4.496393953314516,1.4953935265895941,Iris-versicolor
+15,5.810075238594958,2.7064127925808474,4.101386093515974,0.9167900979600058,Iris-versicolor
+16,5.8962922330657594,3.2027202121807177,4.814323592565059,1.7867784036398495,Iris-versicolor
+17,4.8070158648082035,3.0,1.401862816097415,0.32563265561256444,Iris-setosa
+18,5.107997601521128,3.786223098683698,1.6064213180289793,0.1961813419767761,Iris-setosa
+19,5.433715867704237,3.465668111710329,1.495606544900392,0.34201478174809796,Iris-setosa
+20,6.795226499916434,3.1999595838907022,5.858148443335124,2.2940699830069025,Iris-virginica
+21,6.1081757767876965,2.9090240963962546,4.693220524292688,1.410983548763415,Iris-versicolor
+22,6.2966736222394,2.4373141800776463,5.007707152204105,1.8732154963926255,Iris-virginica
+23,4.814307115079434,3.0,1.4069844144829415,0.1,Iris-setosa
+24,6.238552165707126,3.292267979682439,5.963455669867846,2.499999668432373,Iris-virginica
+25,4.857217479258719,3.0064020916891483,1.4379383949828153,0.10000013601938132,Iris-setosa
+26,4.3,3.0,1.0857931880728167,0.1,Iris-setosa
+27,6.5967570096418635,3.0,4.41325459690047,1.3983175850221294,Iris-versicolor
+28,5.42203965551204,3.9168143733133105,1.2937403357266213,0.401366787973716,Iris-setosa
+29,5.835699486935159,2.70928056516624,4.113441375135358,1.024011508184685,Iris-versicolor
+30,5.804807244877833,2.8248476598504504,5.08577025538307,2.399025722926189,Iris-virginica
+31,6.2720362105253855,2.6398694628720265,4.951806833982399,1.825944357309341,Iris-virginica
+32,5.688594725258403,3.0,4.227079550652888,1.235383906764895,Iris-versicolor
+33,4.803692655670346,3.0,1.389438894275016,0.3255276247251255,Iris-setosa
+34,5.20169667141432,3.4090424413863585,1.3895800626318735,0.20230098283797548,Iris-setosa
+35,5.005882334297169,3.0,1.653116598729076,0.19738032741920808,Iris-setosa
+36,6.204519417523882,3.3802576126806305,5.328898925826771,2.262860569409166,Iris-virginica
+37,6.507746747624239,2.81353254366358,4.5684149350234735,1.4677371163661188,Iris-versicolor
+38,6.201567136584129,3.3959210162868567,5.479282461312278,2.304590568808806,Iris-virginica
+39,5.345622454462178,3.7900059653324867,1.3410910815544144,0.2614679338394158,Iris-setosa
+40,6.039394868102628,2.895557045326244,4.555713571796017,1.4810175407159942,Iris-versicolor
+41,5.397361074003678,3.397806667938447,1.5170416525664203,0.42548694120515107,Iris-setosa
+42,5.69480222523268,3.0,4.217455988990137,1.2197726540247034,Iris-versicolor
+43,5.339221541796294,3.0,4.457079183425229,1.501394195480727,Iris-versicolor
+44,6.505815917600312,2.79342978745519,4.5693649211529195,1.5162591171054849,Iris-versicolor
+45,5.365364923639353,2.4038246334347715,3.479256923553819,1.013015753574375,Iris-versicolor
+46,6.5756132798980635,3.0,4.422494349760752,1.4055481601477209,Iris-versicolor
+47,5.542032205569541,2.451740320933826,3.841673024181295,1.0191396224670275,Iris-versicolor
+48,5.910310822106464,2.7938158392586594,4.626068830679531,1.1801641196448855,Iris-versicolor
+49,5.418291615252743,4.2,1.3887751556897496,0.19810617772279362,Iris-setosa
+50,5.293051226308153,2.516437961882737,3.5723486704229592,1.0933279286027622,Iris-versicolor
+51,4.994470259191462,3.0,1.5851759706671213,0.2004152560193202,Iris-setosa
+52,7.688006773665185,2.5993434327286753,6.899998971951438,2.3035616343353613,Iris-virginica
+53,4.788132475699543,3.397316346837359,1.7977586926874383,0.196721022685789,Iris-setosa
+54,6.18948307718287,2.799302732367691,4.822373639245652,1.7713675603963732,Iris-virginica
+55,6.71765742877338,3.090065360069132,4.748933336526701,1.5133449235884133,Iris-versicolor
+56,7.6007853793831766,3.0,6.593429099888921,2.083200752174556,Iris-virginica
+57,6.554988332511845,3.0,4.416978492510074,1.4047824337100838,Iris-versicolor
+58,6.295466574331977,3.4036697231833086,5.609990206971933,2.399898655796112,Iris-virginica
+59,7.6924889346779075,2.5869359058270835,6.9,2.2902332295957892,Iris-virginica
+60,4.920601947349677,3.093188360211538,1.4903983403063497,0.1,Iris-setosa
+61,5.404148371303078,2.4508494392734437,3.636413750629759,1.0507603006065092,Iris-versicolor
+62,6.512647936640124,2.8053699721733696,4.585014479398069,1.4882017039160733,Iris-versicolor
+63,5.481014750019721,3.0,4.538261821196001,1.4964165745076599,Iris-versicolor
+64,4.800889203098245,3.40064314465941,1.7920840202837258,0.20114706666570967,Iris-setosa
+65,5.094896478235819,3.505862439287736,1.4027228102506801,0.2001944636830692,Iris-setosa
+66,6.442861325384656,2.796915979707591,4.587974036592851,1.4670766730850922,Iris-versicolor
+67,4.616109993574769,3.6383478641552207,1.0,0.20315046142372992,Iris-setosa
+68,6.072234904799345,2.7837269737755146,4.692872375021963,1.1991241134621944,Iris-versicolor
+69,5.874079873440267,3.18207193049882,4.765023814923495,1.7155656413823372,Iris-versicolor
+70,7.622440030701951,3.0,6.614509348343225,2.1122938682937673,Iris-virginica
+71,5.468489639120886,4.199999145328726,1.3986222180559844,0.211038173532927,Iris-setosa
+72,5.3970308544912,3.895810675791947,1.2907297696578104,0.37125408148236794,Iris-setosa
+73,5.008446225799302,2.000000682258408,3.550617100360865,1.0107558212451775,Iris-versicolor
+74,5.459817344430531,3.408245077174331,1.5100440730478302,0.37678198274376046,Iris-setosa
+75,6.127576178866441,2.8969793995024595,4.718205374303089,1.3663865541741693,Iris-versicolor
+76,4.973805481357665,2.0000004719840754,3.2617622826165915,0.9932990106539313,Iris-versicolor
+77,6.026697812259682,2.228639590931803,4.996072705096779,1.5387144508585224,Iris-virginica
+78,5.810654256916053,2.7986793688611855,5.119342604110082,2.372882086679098,Iris-virginica
+79,4.967259676963224,2.000000453559969,3.419388026455411,0.9785587093135318,Iris-versicolor
+80,6.802003388372793,2.809507931741139,4.82041183454695,1.4082806533903025,Iris-versicolor
+81,5.6085172308008335,2.5071986431135858,3.8553319808344493,1.0686032750086838,Iris-versicolor
+82,5.147844835586963,2.506714087604551,3.088246668288588,1.1142251217023431,Iris-versicolor
+83,5.7966077646347705,2.679911008189441,4.048718000210908,0.9438155253077823,Iris-versicolor
+84,5.0068534773597,3.0,1.710844105925957,0.20642554428154275,Iris-setosa
+85,4.3,3.0,1.0945577164171196,0.1,Iris-setosa
+86,5.757629406861512,3.0634104860070783,4.6475093425957335,1.5947275171049604,Iris-versicolor
+87,6.046237844801094,2.2173162939287328,4.13291074598583,1.0968873540952055,Iris-versicolor
+88,4.6134901791316905,3.1905242682619765,1.3904744564527396,0.20007013686129257,Iris-setosa
+89,6.39788176009763,3.1994708999981984,5.228728992399478,2.2433900134845994,Iris-virginica
+90,6.519572931608649,3.175905332830944,5.226728109132527,2.2761679496918332,Iris-virginica
+91,5.8939279001258305,3.1994467358859207,4.778372908377908,1.7942533347726546,Iris-versicolor
+92,5.690223942360416,2.7969084222128195,4.512883973958169,1.281415840678952,Iris-versicolor
+93,5.295616603190473,2.580323654378927,3.8586679402282145,1.3492855554238792,Iris-versicolor
+94,7.709347694848708,2.803671214352617,6.695708084741468,2.0001896772689944,Iris-virginica
+95,6.855304343543916,3.1072328179699102,5.111711280104873,2.2831960252937877,Iris-virginica
+96,6.711190429964461,3.0,4.996411686979972,1.702122774939211,Iris-versicolor
+97,6.31481265618578,3.3920124582625375,5.608219020716948,2.3980357570607804,Iris-virginica
+98,4.396359387145583,2.899895477700862,1.3883132513692085,0.19679416188358734,Iris-setosa
+99,5.95141660636857,2.1729159942929503,4.965894546675516,1.4701078541583195,Iris-virginica
+100,7.168444032479944,3.201484358404612,6.011985312864476,1.8237195510661683,Iris-virginica
+101,4.624646815030807,3.16468659416105,1.4274103862431033,0.19641803116816342,Iris-setosa
+102,5.797432192895812,2.774917856940128,5.1723146543006315,2.3947406951719135,Iris-virginica
+103,5.153998545955892,3.472610650198525,1.3972809732525744,0.20259865741221245,Iris-setosa
+104,5.465109436812635,2.509684908515937,3.967727515748856,1.3025403454311641,Iris-versicolor
+105,5.429703732239048,3.910455291167473,1.3084813418905958,0.3785374671818453,Iris-setosa
+106,6.917746774791666,3.0827449875144186,5.097129766363356,2.2875339974574675,Iris-virginica
+107,5.617875613200657,3.0,4.523406624374325,1.5093871917238892,Iris-versicolor
+108,7.6150853719947085,3.0,6.625061644030517,2.10904905979491,Iris-virginica
+109,6.004326720444473,2.1991176962861485,3.9701012418494206,1.0046718592161346,Iris-versicolor
+110,6.25441655421971,3.2937061152367666,5.984203862118232,2.5,Iris-virginica
+111,4.3000007144813,3.0,1.1017449979314267,0.10000009491434558,Iris-setosa
+112,6.4576538279082,3.0,5.79366584945313,2.2410466899197106,Iris-virginica
+113,5.0081596756750555,3.0,1.5953410594552113,0.19320485870117665,Iris-setosa
+114,4.409044266314631,3.2066181699352065,1.3197066430465796,0.19686140060019164,Iris-setosa
+115,5.008972389973278,3.609859875788308,1.3860448804174892,0.19890553437048095,Iris-setosa
+116,7.686449087916659,2.791162058070937,6.698878095264155,1.9763173974574315,Iris-virginica
+117,6.683421737303001,2.5004874485691353,5.7840792390630265,1.8012818647733981,Iris-virginica
+118,6.110058637964766,2.7805642512389994,4.682408047048944,1.1703247464195983,Iris-versicolor
+119,6.2894282557366115,3.3162735752613246,4.68672478798748,1.5979280804483484,Iris-versicolor

iris/tab_ddpm/0/12/test.csv

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

iris/tab_ddpm/0/12/train.csv

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

iris/tab_ddpm/0/12/val.csv

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

iris/tab_ddpm/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.799665517250981,2.6823415073446046,5.083683432233932,1.883668363254459,Iris-virginica
+1,5.696100906540368,3.0,4.202492474071289,1.1681237544386691,Iris-versicolor
+2,4.8470712483887715,3.0,1.4364179524132117,0.1000000937375569,Iris-setosa
+3,5.794044108613652,2.703868157704908,5.108617360597846,1.895242513436055,Iris-virginica
+4,6.054670914449059,2.225342086739268,5.025087704583558,1.6053589687133658,Iris-virginica
+5,5.002793259520808,2.000000463626506,3.3657792203084904,0.9738528122835193,Iris-versicolor
+6,5.667416829870865,3.0,4.101276955384204,1.22470355477283,Iris-versicolor
+7,5.514529973363604,3.7115996269121987,1.438883672870504,0.4219139089266237,Iris-setosa
+8,4.300000483299477,3.0,1.0943273869485892,0.1,Iris-setosa
+9,6.006582993132598,2.2064110910678703,5.011930235411677,1.4867269113909984,Iris-virginica
+10,7.177591519457939,3.1927697394271277,6.0011740012386445,1.7994307297964616,Iris-virginica
+11,4.3000005798922265,3.0,1.1009567967153222,0.10000009522719942,Iris-setosa
+12,7.1566016208151835,3.202083892258525,6.022900796347526,1.782513194623685,Iris-virginica
+13,5.063967472752646,3.772746470192619,1.5867847992148476,0.1995082291371107,Iris-setosa
+14,6.498528723227228,2.790377245084846,4.590020625916978,1.4883749014463752,Iris-versicolor
+15,6.093150151516896,2.7920146248458857,4.687686808712323,1.1843335378410824,Iris-versicolor
+16,6.273603829337174,3.307184564515444,5.954089927368826,2.5,Iris-virginica
+17,6.18375965292424,2.800985940339032,4.7794783887342165,1.79350139255398,Iris-virginica
+18,4.300000490348695,3.0,1.0969970499805708,0.10000009762112846,Iris-setosa
+19,7.692808416194472,2.6053193968347785,6.899998593969066,2.282142776567081,Iris-virginica
+20,6.297474502332449,3.30819214688148,5.967245165085028,2.5,Iris-virginica
+21,5.215202818851675,3.403627444785249,1.391667155215705,0.19952920518333433,Iris-setosa
+22,4.804048056289919,3.0,1.4043965048137468,0.10000010304455464,Iris-setosa
+23,6.679748235226875,3.1327830044673224,4.733833622541084,1.5093704365091454,Iris-versicolor
+24,6.2069114565433265,2.2208853595674922,4.471422150530441,1.4740608822023251,Iris-versicolor
+25,5.1019283475228345,3.3008424690561955,1.7150226288175368,0.513337493800386,Iris-setosa
+26,6.710807257820613,3.1825277261268137,5.683500024505717,2.290140400901389,Iris-virginica
+27,5.010759768505443,2.0,3.184548410391116,1.0420025129200616,Iris-versicolor
+28,5.798741952123299,2.7009875000344366,5.088377862662575,1.9103838141292584,Iris-virginica
+29,7.732401779419537,2.599882805975727,6.9,2.3064699962244664,Iris-virginica
+30,6.1946661700131145,2.7741860926115205,4.843379555747736,1.813771848274021,Iris-virginica
+31,5.384682813111556,3.9325967945660514,1.3042475006858105,0.4627753430199927,Iris-setosa
+32,6.706406203673084,3.0,5.025641125789038,1.7323000254978198,Iris-versicolor
+33,7.707751621527404,2.595823914764946,6.8999989391493175,2.28962780220721,Iris-virginica
+34,6.189585375033716,3.40486994348446,5.410545441883768,2.305684187297214,Iris-virginica
+35,4.668656839503996,3.0,1.4118185864984936,0.24512469925951222,Iris-setosa
+36,4.9084670716262355,3.1162692756366845,1.5063491171397307,0.1,Iris-setosa
+37,6.278142667197705,3.3058327077558483,5.9686255925698015,2.49999954743243,Iris-virginica
+38,6.029822488384006,3.3888625544713555,4.521437352967308,1.61004576081362,Iris-versicolor
+39,5.793621249598798,2.7130963227330636,5.093283588493898,1.9038898753542661,Iris-virginica
+40,4.411085615463944,3.206678901938461,1.298410100936346,0.19720220311534514,Iris-setosa
+41,5.10716621551536,3.789290455021424,1.5748400774064852,0.20273158763203442,Iris-setosa
+42,4.797212254674487,3.0,1.4068716707460192,0.27620170484381623,Iris-setosa
+43,6.3172464541547,2.667851032610992,4.949284727592519,1.8026847012992593,Iris-virginica
+44,4.395285208603445,2.900798740074121,1.3876582402432973,0.20039656351782434,Iris-setosa
+45,4.300000739695309,3.0,1.1020252196700155,0.10000013269635696,Iris-setosa
+46,6.114460583689908,2.601679350941885,5.6139382440534265,1.4085993858657988,Iris-virginica
+47,5.1632424715974325,3.4083186911375893,1.3911018944382183,0.2012932726072617,Iris-setosa
+48,6.230545469123226,3.395962914266359,5.4094260738248465,2.30255050963916,Iris-virginica
+49,4.781425217999355,3.4006372061343497,1.6532298461729673,0.20102419292520046,Iris-setosa
+50,5.487498227918176,4.2,1.4076574034757579,0.20852998362626365,Iris-setosa
+51,6.195948767339717,3.400869515246396,5.403038594145547,2.290937789919964,Iris-virginica
+52,4.959753444378832,2.0,3.5855440718484277,0.9483255724418697,Iris-versicolor
+53,5.701994373693266,3.805644404615468,1.8575829851515109,0.3203597262987344,Iris-setosa
+54,6.290151154475778,2.6973030913193594,4.914277781740123,1.8216989689641196,Iris-virginica
+55,6.3218195022848604,3.311033135022124,5.995901805469845,2.499999782577291,Iris-virginica
+56,5.941730648554666,2.8937681224785456,4.455344779650279,1.482044828657719,Iris-versicolor
+57,7.690732878827175,2.591152607442742,6.9,2.3010615980383253,Iris-virginica
+58,7.20828679207251,3.2049727222585638,5.956714440160578,1.815394265239362,Iris-virginica
+59,5.014996263052638,3.0,1.6798344854505396,0.1993087198986323,Iris-setosa
+60,5.787566482902618,2.6979937862423338,5.100124255131425,1.8934730385023637,Iris-virginica
+61,6.661489251947462,3.1974228820615247,5.313421478381157,2.273681108901472,Iris-virginica
+62,6.488079971620642,3.0,5.771825247907047,2.1989270263507095,Iris-virginica
+63,5.129611372213635,3.7492643961059535,1.3778661690791247,0.22982261775617085,Iris-setosa
+64,7.677052121623021,2.7843945962353684,6.692223667202977,1.9792531751452478,Iris-virginica
+65,5.112643161015375,3.8047444596774223,1.6016599772811808,0.20068562218032762,Iris-setosa
+66,6.834901599463176,3.1874052373289232,5.798284686220913,2.310430110955546,Iris-virginica
+67,4.3982011303333834,2.9041732073800604,1.4023602117162943,0.1939927981018364,Iris-setosa
+68,5.516710586265386,4.2,1.40746590890001,0.2097228385423455,Iris-setosa
+69,5.769527336602275,2.8630707438970266,4.394134107611089,1.400141472064719,Iris-versicolor
+70,4.603220773709069,3.212850042644013,1.401569836171681,0.20279348232550223,Iris-setosa
+71,5.808562726087304,2.705150082064131,5.093783214706399,1.9004460012991773,Iris-virginica
+72,4.599722741804186,3.1925403082404906,1.4195617703629868,0.19671696193411053,Iris-setosa
+73,6.077514125863629,2.9076627301408453,4.630918084054719,1.4210050500111737,Iris-versicolor
+74,4.777467557287738,3.0,1.3850742078458067,0.10000010483898862,Iris-setosa
+75,7.639881607382788,3.0,6.45585396359796,2.1585465828546737,Iris-virginica
+76,4.396794527768023,3.197325543172287,1.3005071385036358,0.20222480669640994,Iris-setosa
+77,4.402988394603906,2.9126325140211513,1.4127132970269183,0.20473224226307685,Iris-setosa
+78,6.506621765066687,2.790160813697978,4.602712225045164,1.4933536801201954,Iris-versicolor
+79,6.235377884316511,3.4086754173295324,5.422194208044399,2.310709175391394,Iris-virginica
+80,6.334361421814918,2.632006764224808,4.935785459742126,1.8335193892441723,Iris-virginica
+81,4.993988375074046,3.0,1.6262776241449888,0.19746041444242798,Iris-setosa
+82,4.796096321097041,3.0,1.3957479536597148,0.27642221845214526,Iris-setosa
+83,5.145814183841185,2.4921256388308874,3.4245470065287593,1.119937112896367,Iris-versicolor
+84,6.878587609532575,3.1881915086175403,5.635288082346844,2.2969084976170526,Iris-virginica
+85,6.903935950657987,3.0880497420565214,5.126462448212887,2.3004719114489762,Iris-virginica
+86,4.589692882828787,3.186601761321158,1.405229407041922,0.1956045132190503,Iris-setosa
+87,7.188602088349871,3.204466932348647,6.009885392899846,1.7986653573379363,Iris-virginica
+88,7.451095645328597,3.0,6.433280842169724,2.188714408340953,Iris-virginica
+89,5.81212812962184,2.805444072206792,5.127661332401277,2.40482127425055,Iris-virginica
+90,6.106630491496332,2.8299473731781113,4.720616205890437,1.2488830561604063,Iris-versicolor
+91,6.282268230735394,2.73205649327629,4.901498987320311,1.7857856760830422,Iris-virginica
+92,7.675044571748758,2.618766293701444,6.899998787947416,2.290438896082108,Iris-virginica
+93,5.837001625376008,2.8142281007138656,5.088292057415974,2.373402079885731,Iris-virginica
+94,6.042945910670595,2.8554870318856054,4.64462882480303,1.304225411423353,Iris-versicolor
+95,7.712485361423955,2.5985575341862566,6.9,2.3043990948364694,Iris-virginica
+96,7.715273087476458,2.6048635341594255,6.9,2.313353406485689,Iris-virginica
+97,6.65390179475443,2.530009171863008,5.666734067787605,1.851688004603365,Iris-virginica
+98,5.105077775819881,2.5194909640586136,3.1500520493878748,1.1526322736609924,Iris-versicolor
+99,6.358322365099632,3.317186856013024,6.1039229481612844,2.5,Iris-virginica
+100,5.8077765637979155,2.820074315130723,5.14704487430107,2.395454215702687,Iris-virginica
+101,6.013489051998279,3.3907608340926134,4.545970158169376,1.6015358408387899,Iris-versicolor
+102,7.6241730049729695,3.0,6.461421881041656,2.1633467932117636,Iris-virginica
+103,5.982211250384485,3.403739327950184,4.494033242579853,1.6020598521631118,Iris-versicolor
+104,7.9,3.8336601967941726,6.375964639195438,2.009338291711268,Iris-virginica
+105,4.801669462347863,3.0,1.393860585848005,0.315226761641728,Iris-setosa
+106,6.931218736845436,3.20908553415237,5.709766680551148,2.301555819874684,Iris-virginica
+107,5.2289477601959,2.6727622080156,3.9271569461627727,1.3909766924936513,Iris-versicolor
+108,7.715293316137034,2.784459615067783,6.71618516502043,2.0089276566770646,Iris-virginica
+109,6.002364380089133,2.9021615451081857,4.455979405206191,1.5172283260540367,Iris-versicolor
+110,6.276589149434185,3.3004697796172517,6.1032629994739755,2.5,Iris-virginica
+111,6.276319350211379,2.775543845428616,4.866407716554671,1.8390223849368457,Iris-virginica
+112,5.684080586698864,2.981114164181649,4.0506033701115784,1.2753356902655602,Iris-versicolor
+113,5.689377657117802,2.897593261039948,4.063138171439859,1.1528771723891191,Iris-versicolor
+114,5.721840923941445,3.0,4.531487186062963,1.4850994610940784,Iris-versicolor
+115,5.161277355255542,3.664339877920253,1.371090259275095,0.22234110802539647,Iris-setosa
+116,4.819674749086375,3.402814817712484,1.9806945452440659,0.2014683739660544,Iris-setosa
+117,7.682808186975998,2.6008428221922677,6.9,2.2842488590554066,Iris-virginica
+118,4.980129629079159,2.00000057267794,3.5804625221781756,1.010190619526005,Iris-versicolor
+119,7.2704026413327005,3.1891458743143857,6.0143685016914,1.8031375326409391,Iris-virginica

iris/tab_ddpm/0/13/test.csv

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

iris/tab_ddpm/0/13/train.csv

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

iris/tab_ddpm/0/13/val.csv

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

iris/tab_ddpm/0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.524932949422957,2.422988270037266,3.7267401763441965,1.007684547669904,Iris-versicolor
+1,6.104087895746935,2.816924918775442,4.702514896895474,1.223760284972289,Iris-versicolor
+2,5.999938986377502,2.7894975348399074,4.644632475421885,1.1824203706975478,Iris-versicolor
+3,4.972095045706459,2.0,3.0390130314813617,0.9533753840699976,Iris-versicolor
+4,5.580334472252048,2.894129140774954,3.496813074652035,1.3027291643454926,Iris-versicolor
+5,4.605287583669871,3.6381935549376334,1.0,0.20242633997271006,Iris-setosa
+6,6.794665657025661,3.204603340810805,5.8631677286141315,2.2854771479383538,Iris-virginica
+7,6.320755883298582,2.6960379452302417,4.896565856416528,1.8104873595532125,Iris-virginica
+8,4.582612070927556,3.132734780945244,1.4559357269983406,0.19751071379283713,Iris-setosa
+9,5.0751511020004125,3.5387717835528365,1.3967434443834132,0.20154091919139336,Iris-setosa
+10,7.606815697041415,3.0,6.5977299679927155,2.1146947341558073,Iris-virginica
+11,6.304678843506085,2.720885465836695,4.898574853937268,1.7765241058867804,Iris-virginica
+12,5.695401400738788,3.0,4.185015069730263,1.172674788905227,Iris-versicolor
+13,4.9899472082825564,3.0,1.6107672055487665,0.1998834078414473,Iris-setosa
+14,5.005340924559313,2.0000006323096207,3.6085773147931,0.9155854288715802,Iris-versicolor
+15,4.395592246148766,2.90506543169274,1.4021236130388233,0.19276397806882378,Iris-setosa
+16,7.6080491811179645,3.0,6.593602474644837,2.084614802455058,Iris-virginica
+17,4.97894168860032,2.0000005522908695,3.133597244255964,0.924243263936658,Iris-versicolor
+18,6.481376362461943,3.2200184716661733,5.130870346502007,2.1190330880137687,Iris-virginica
+19,6.806598929510014,3.202818231466787,5.902167017483509,2.292996469927793,Iris-virginica
+20,6.211222869172603,3.400994982958531,5.398220586399532,2.30021049856439,Iris-virginica
+21,5.251930696047748,2.5392155062755686,3.7453600296902696,1.2912257864807812,Iris-versicolor
+22,4.993037638891858,2.00000050469212,3.570719122342159,0.968549214067775,Iris-versicolor
+23,6.749080624791122,3.102100118050031,4.717575743168973,1.5144483316407291,Iris-versicolor
+24,5.405761416419209,3.408375373827035,1.5183821041282024,0.42609985609631296,Iris-setosa
+25,6.1767559479143195,2.2164476819735115,4.473674079395919,1.473102533036775,Iris-versicolor
+26,6.4093261246590885,3.192093329601322,5.283823492957886,2.3035411533820653,Iris-virginica
+27,6.05650149153546,2.916342495908919,4.635728985439905,1.4470951497832816,Iris-versicolor
+28,6.788327857196944,3.200687659258149,5.945143995779534,2.283658683790736,Iris-virginica
+29,6.102912110399297,2.8298331924398106,4.71965945952944,1.2395364511943567,Iris-versicolor
+30,6.850417566053288,3.1132373380167833,5.144833047434002,2.297175333273393,Iris-virginica
+31,6.711864720837091,2.502249809538947,5.845861552820533,1.805158858746171,Iris-virginica
+32,6.292356507507529,2.50388020309817,5.002751590533068,1.8811286798972018,Iris-virginica
+33,6.313789037642818,2.7231532609022047,4.824101163962002,1.801528089370061,Iris-virginica
+34,4.418577669619263,3.2137931098575576,1.309137835495855,0.19841215918952265,Iris-setosa
+35,6.004697774180909,2.1910444255544093,3.9695172473328353,0.9986056737387927,Iris-versicolor
+36,6.299392706962354,3.2991606088680028,4.696435164898041,1.601832291115393,Iris-versicolor
+37,6.507542072740897,2.803971031804476,4.602742902926387,1.5126633851217992,Iris-versicolor
+38,6.853486156100397,3.2086241180184367,5.758052092214502,2.305567548111463,Iris-virginica
+39,6.208186993051035,3.3012422959135077,5.9891621160870505,2.5,Iris-virginica
+40,4.632243432349375,3.182933497109639,1.4269035260402227,0.198385118961731,Iris-setosa
+41,6.111470799551793,2.6029207376829913,5.572474828015967,1.4429624627978133,Iris-virginica
+42,4.774214843168932,3.39391654971708,2.1046509407037775,0.19757151591159433,Iris-setosa
+43,6.246093976697901,2.490809096413145,5.007954757381154,1.8856061161089324,Iris-virginica
+44,5.682125334378715,3.7753367713064137,1.634490467290191,0.2871817614701286,Iris-setosa
+45,5.586898427706998,2.5040170818865475,3.9093676257573353,1.0661037077921223,Iris-versicolor
+46,5.566224987598521,2.504934995770693,3.976645129643381,1.1950117168330487,Iris-versicolor
+47,6.5157316212834715,3.0,5.799905676585662,2.1887834746081007,Iris-virginica
+48,6.3011189010789295,2.6654545616081577,4.928461430465122,1.789884144988328,Iris-virginica
+49,4.989621262538507,2.0000004584480213,3.308055103426645,1.0225925717058466,Iris-versicolor
+50,5.042297008837034,3.5341084992408827,1.395306022340434,0.20012178861210753,Iris-setosa
+51,4.397086797678254,3.2233433952332993,1.3087945950561224,0.2006440132824326,Iris-setosa
+52,5.4821324898557435,2.4206967080646367,3.7617012667360434,1.0011150677013352,Iris-versicolor
+53,5.850974489537067,2.720690315432403,4.106094512697613,0.9975997162888619,Iris-versicolor
+54,4.808451795080391,3.4088674112193202,1.6988074948707705,0.19663630230424234,Iris-setosa
+55,5.478008016034376,4.199999255136507,1.4238041871035194,0.2010031629242755,Iris-setosa
+56,6.06776720800573,2.7941676433260048,4.671224696963538,1.146621221259896,Iris-versicolor
+57,7.621525769162827,2.7680355976576925,6.651028442475606,2.026419843937865,Iris-virginica
+58,5.00358531125802,3.5436417189124687,1.4063239675917505,0.2004619726271921,Iris-setosa
+59,5.559555489182205,3.6432151934446706,1.5801570954167978,0.3116255922310649,Iris-setosa
+60,7.1518522662164745,3.1894263053292833,5.9684769434749185,1.7714588714308088,Iris-virginica
+61,6.232795409914734,2.7720811744181737,4.829739564181175,1.8109596679574258,Iris-virginica
+62,6.685351066535344,3.108912690788446,4.728591733255439,1.4996694833406452,Iris-versicolor
+63,5.5078033781252875,3.0,4.460308414344228,1.5019383014092165,Iris-versicolor
+64,5.9050438542626,3.208612991502085,4.766999016978857,1.7938562701422553,Iris-versicolor
+65,5.808030483861131,2.6857253624909214,4.067892625218889,0.9547695848634019,Iris-versicolor
+66,6.250660321883526,3.309994405234052,5.91560495037241,2.5,Iris-virginica
+67,6.239777147464709,3.3927247412200665,5.45895123284689,2.316624601269176,Iris-virginica
+68,5.490845948679853,2.4930637936521327,3.9845209876474392,1.2961303875829926,Iris-versicolor
+69,7.716323943537616,2.5979374110458,6.899998639549252,2.304685676679778,Iris-virginica
+70,7.682286704868286,2.601396649314335,6.899999005966857,2.295115993198545,Iris-virginica
+71,5.55769520097366,2.4218979643231,3.8110689533741486,1.0803607290723192,Iris-versicolor
+72,4.969259931245371,2.0,3.366690851988981,1.0137026225843309,Iris-versicolor
+73,6.595252770534299,3.0,4.42713285370724,1.4118977116988598,Iris-versicolor
+74,7.736495467286698,2.6026667446436207,6.899998843538141,2.317769875609272,Iris-virginica
+75,5.168575502025038,2.5002141900491415,2.995605294520028,1.1020836983763374,Iris-versicolor
+76,4.417458707331558,2.9090079061320764,1.415188123479485,0.20133822475647523,Iris-setosa
+77,4.793304723921672,3.3998571713192187,1.6448182118747394,0.20076673613698742,Iris-setosa
+78,4.3,3.0,1.101957792442784,0.1,Iris-setosa
+79,7.695217871525001,3.0,6.125301988829724,2.300383877312931,Iris-virginica
+80,5.0101398577349885,3.680370048665311,1.4016565220118387,0.2062382556476815,Iris-setosa
+81,4.586779729880082,3.613752737166209,1.0,0.20413443509474102,Iris-setosa
+82,4.979806272797696,2.0,3.355373950631563,0.9502089812039022,Iris-versicolor
+83,6.223076067974037,3.396549393432847,5.3850650946979,2.302617585151192,Iris-virginica
+84,4.920806441581678,3.0983371505293986,1.5234601563211483,0.10000012233220758,Iris-setosa
+85,6.325649747207712,3.2742968469985163,4.6832583117619935,1.5886706712964211,Iris-versicolor
+86,6.790520452758958,3.2046657293610554,5.808865689077751,2.3024398629391087,Iris-virginica
+87,4.857451699849832,3.0,1.42446411747799,0.1,Iris-setosa
+88,4.3,3.0,1.1101512291379512,0.10000011292170345,Iris-setosa
+89,5.027240872505301,2.000000491726753,3.5743452045555966,1.0765062877512992,Iris-versicolor
+90,6.016760583575746,2.1916298726931003,4.957346510942597,1.5015797175314403,Iris-virginica
+91,6.243310059646924,3.4027228698593994,5.591303987793479,2.3977717187923564,Iris-virginica
+92,5.572226677304041,2.4830270062933772,3.806726296048188,1.0991579090684698,Iris-versicolor
+93,5.3804943495481155,3.908863681944142,1.319031889120441,0.35335429684089054,Iris-setosa
+94,6.071380715034448,2.9297560338077084,4.620392848529279,1.4816536591892842,Iris-versicolor
+95,5.027772802965008,3.4108434646409744,1.8358007521182804,0.3592964835791983,Iris-setosa
+96,6.225647802022663,2.184488758869166,4.505611502353443,1.4878723391775062,Iris-versicolor
+97,6.31008527864978,3.403175032127061,5.6101791317306064,2.401834426867696,Iris-virginica
+98,6.0735788853332675,2.833581396608602,4.719316365678634,1.2858501070998831,Iris-versicolor
+99,7.611601140626341,3.0,6.590661775749648,2.094961110855374,Iris-virginica
+100,4.916135248398682,3.1224781231603322,1.5109562243486254,0.1,Iris-setosa
+101,5.098122719576925,3.780043825190745,1.6850990410526732,0.2002568782939028,Iris-setosa
+102,5.20254401491255,3.3973195285508817,1.403421289671513,0.19716623901121555,Iris-setosa
+103,5.900779278278963,3.1873487993638188,4.788890004098476,1.754964920200619,Iris-versicolor
+104,6.407598070141593,3.187804643007495,5.282249513992429,2.2797783847935844,Iris-virginica
+105,6.295748703194008,3.302609047647779,5.955141097377114,2.4999998188245987,Iris-virginica
+106,4.402804555192851,2.8993847468828187,1.3700333223987675,0.200489105100993,Iris-setosa
+107,4.980070032051774,3.6228916480685527,1.4096879015761652,0.1991157699337312,Iris-setosa
+108,5.36105938998311,2.568144065851053,3.9564644128229878,1.3456627955827485,Iris-versicolor
+109,6.000812139913481,3.38256344521732,4.526860412728554,1.6099124162239369,Iris-versicolor
+110,5.828033642067012,2.9586329487613545,4.261940096385311,1.276897714867478,Iris-versicolor
+111,7.173666313655097,3.084965347079004,6.337273578362174,2.2347934640114717,Iris-virginica
+112,6.940927626857065,3.1202928145490643,5.1661670000070625,2.2997793474248143,Iris-virginica
+113,4.3,3.0,1.0982396905151417,0.1,Iris-setosa
+114,5.017180482012607,3.602217878114182,1.3899828785643162,0.20370376366117404,Iris-setosa
+115,5.133611220963648,2.672814891918345,3.871505906025484,1.395285537604487,Iris-versicolor
+116,4.810741812555298,3.4004931060183496,1.9100797841979666,0.19935597801566812,Iris-setosa
+117,5.013192321330686,3.762078722293323,1.5592773645223392,0.20242427032148158,Iris-setosa
+118,6.920057945804216,3.1581233346375353,5.49383060882122,2.307259504720735,Iris-virginica
+119,6.286401256115735,3.2794222306121665,5.934941079482814,2.5,Iris-virginica

iris/tab_ddpm/0/14/test.csv

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

iris/tab_ddpm/0/14/train.csv

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

iris/tab_ddpm/0/14/val.csv

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

iris/tab_ddpm/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.713018211946884,2.7988112754413526,4.5170901896847235,1.2892551473373766,Iris-versicolor
+1,5.943654156958769,2.8854415396430486,4.461849280415546,1.4823847134597885,Iris-versicolor
+2,5.579024191082452,3.0,4.491490723236543,1.5074674885082644,Iris-versicolor
+3,4.994777801967304,2.0,3.6248209748605564,0.9064118039042465,Iris-versicolor
+4,4.3,3.0,1.0935379047719742,0.10000010072082831,Iris-setosa
+5,5.48846205985255,2.5012288033695924,4.015496536778154,1.3060590935069598,Iris-versicolor
+6,5.983287229383299,2.920838257182413,4.537125418910045,1.5111431162805156,Iris-versicolor
+7,6.173606904961719,2.2031201982853403,4.471860714521243,1.4920846038062514,Iris-versicolor
+8,6.869659658510486,3.1097653561281864,5.098101811725811,2.287295342012006,Iris-virginica
+9,7.691249215524414,2.594888029711162,6.9,2.2906858727470807,Iris-virginica
+10,5.4811203856459825,3.0,4.5089637554306226,1.5196319649043661,Iris-versicolor
+11,6.4431115151110845,3.192872896767586,5.163877850064878,2.150466810533181,Iris-virginica
+12,4.3000004613434335,3.0,1.0969079532979233,0.1,Iris-setosa
+13,6.824818536921275,3.198646166369145,5.880069430720222,2.2751716696213973,Iris-virginica
+14,7.899999015066621,3.7879213738148216,6.446310354481166,1.9895524816435324,Iris-virginica
+15,5.008173995736935,3.6529310094750627,1.3795330907952512,0.20229165881881694,Iris-setosa
+16,4.965883429041056,2.0,3.355073339587765,0.880348210718066,Iris-versicolor
+17,5.62630136179467,2.8937384778084736,3.628944233518834,1.3042940912853123,Iris-versicolor
+18,6.158910533252516,2.583693297005121,5.568062770681508,1.4471279155203611,Iris-virginica
+19,4.875086614437397,3.0338075790446495,1.4627368889705323,0.10000010277915183,Iris-setosa
+20,5.682317253944652,3.794088548647707,1.8479737385244788,0.37467583185522274,Iris-setosa
+21,5.976212770731786,2.910114288938915,4.505025041965289,1.4873808816612382,Iris-versicolor
+22,5.030576128316245,2.0000006001953414,3.395051433185926,1.0211089726028024,Iris-versicolor
+23,7.9,3.790907157930424,6.42204752699237,2.0319392525134523,Iris-virginica
+24,6.29156852540181,2.671525841952618,4.905695568477417,1.793147946954808,Iris-virginica
+25,5.9987464799757975,2.187476301412767,3.932075408252567,1.0085715155171204,Iris-versicolor
+26,4.587076386082112,3.0961153447561953,1.5025260742523752,0.19694506774596107,Iris-setosa
+27,5.897476217129485,3.1892386294362836,4.81873905419895,1.79370503245078,Iris-versicolor
+28,6.329060970985587,3.357844181615408,5.492970635375958,2.36306042074248,Iris-virginica
+29,5.8681155493496275,3.211325465344497,4.764551175931796,1.8265262542068017,Iris-versicolor
+30,6.705669075234744,3.0,4.99822569677669,1.6854384799909545,Iris-versicolor
+31,4.40623560387971,2.908310166796761,1.4089463328480614,0.20354962242344926,Iris-setosa
+32,5.401536531049753,3.924970870516222,1.2724285046880675,0.3938337225879031,Iris-setosa
+33,4.887908959837118,3.0988858556139953,1.4847071627777442,0.10000014869756348,Iris-setosa
+34,6.3023795261493465,2.483091153131784,5.007868806962257,1.925315492335171,Iris-virginica
+35,4.6026959610901175,3.610567241371002,1.000000468026388,0.19737201010855837,Iris-setosa
+36,5.125890103744165,3.4403218187157076,1.389492631774694,0.1995119424319376,Iris-setosa
+37,6.333742967510506,3.2939329791142917,6.025313308362823,2.4999996277173175,Iris-virginica
+38,5.18030710821672,2.6814948649077093,3.9064560525016807,1.4266624458350494,Iris-versicolor
+39,7.178443868834206,3.1959761512116147,5.977457284807726,1.8070509132012382,Iris-virginica
+40,4.601376475317561,3.1232904158801555,1.4782416316737945,0.20104909697244405,Iris-setosa
+41,4.978930364462508,2.0,3.6829925648513564,1.004276973546232,Iris-versicolor
+42,5.896999739678887,3.1894823910013153,4.800833927563966,1.7720552886796122,Iris-versicolor
+43,7.718883935028559,2.6196627610922514,6.899998967130227,2.301959360855202,Iris-virginica
+44,6.680972516634602,2.510121469131113,5.803162479479678,1.8148398250172486,Iris-virginica
+45,6.854415520615295,3.1430144903452373,5.445996315006478,2.30184501165862,Iris-virginica
+46,6.051417865496214,2.892001499553128,4.57021150073142,1.4501642479297956,Iris-versicolor
+47,6.2170349403330505,3.4006067293041187,5.443938267693798,2.3059270151930815,Iris-virginica
+48,6.547078794161024,3.2050545444568,5.249727791149276,2.204753056471711,Iris-virginica
+49,4.969304610530568,2.0,3.5096118091413766,0.9261118668888002,Iris-versicolor
+50,7.687812617945778,2.6219752745963016,6.8999990045602395,2.3057831596957468,Iris-virginica
+51,5.591666968914613,2.481818001064367,3.9256747530532317,1.140413690252003,Iris-versicolor
+52,5.227026702220956,3.4011633070979204,1.395271986686447,0.20133535368704844,Iris-setosa
+53,7.703314094440026,2.6060562654504076,6.9,2.3107872376922063,Iris-virginica
+54,5.474406848549324,4.2,1.3718528931914429,0.19701102835526169,Iris-setosa
+55,4.552802493286344,3.207766052685333,1.3693775808933122,0.2004280755931002,Iris-setosa
+56,6.69723568389052,3.1180613040945397,4.699549227798511,1.506271440143204,Iris-versicolor
+57,5.195518614279764,3.404780005008434,1.4058337650475399,0.19904987129825086,Iris-setosa
+58,5.949777024117787,2.2155976996172697,4.017395076219213,1.005359051617591,Iris-versicolor
+59,6.41462416869901,3.172670462603688,5.300483657563571,2.301155078099022,Iris-virginica
+60,5.79734981882925,2.699431483255644,4.100509034856446,0.969873674357742,Iris-versicolor
+61,4.908554963744224,3.112313174547232,1.511211141417832,0.10000010633470616,Iris-setosa
+62,5.813141666704889,2.7181241830155995,5.104030855936308,1.9082906753759703,Iris-virginica
+63,6.832693894128134,3.1810085549155875,5.801479126175473,2.2986569331419933,Iris-virginica
+64,5.80378715846992,2.692985167751139,5.128871116957238,1.916795185538631,Iris-virginica
+65,6.488740182022788,3.1905873850379036,5.0867530217920365,2.022500622162545,Iris-virginica
+66,7.71198558661189,3.0,6.10969093286818,2.286508458240923,Iris-virginica
+67,6.189036903127073,3.3940758255125636,5.387187349400177,2.2987728485873804,Iris-virginica
+68,5.215196074507265,3.299264618386842,1.5463406916469982,0.22253242469688492,Iris-setosa
+69,6.0991188419285365,3.3475168621676,4.632395694705163,1.6211510859041618,Iris-versicolor
+70,6.601251836851644,3.0,4.355894635296071,1.407703795621296,Iris-versicolor
+71,6.1250785529682865,2.8324361023020557,4.723719780725822,1.2960024442303228,Iris-versicolor
+72,6.249428985669714,3.4004964436341534,5.48554547346929,2.3303345964440236,Iris-virginica
+73,5.556113217900026,2.4508484677570483,3.841498643866289,1.1073346866570792,Iris-versicolor
+74,7.707504084687882,2.601918211471158,6.899998720824467,2.306185008175731,Iris-virginica
+75,6.8727388241901055,3.204590112987638,5.752301748580117,2.3013172830124287,Iris-virginica
+76,4.3,3.0,1.0983874457189184,0.10000010459392414,Iris-setosa
+77,6.003579036758143,3.397820313344872,4.5053978615797075,1.6135176144907155,Iris-versicolor
+78,7.572069267180368,3.0,6.574178400216208,2.1306719225336463,Iris-virginica
+79,6.699086036859815,3.0,4.97338744649894,1.6942649388396915,Iris-versicolor
+80,6.675855227092605,3.0533179070399354,4.633689633703624,1.4746580292918805,Iris-versicolor
+81,6.711978304626974,2.4946857083843903,5.798323635754744,1.802352090768119,Iris-virginica
+82,6.800582331837391,3.125396850726109,5.094368624040555,2.289376819109746,Iris-virginica
+83,6.492250420637927,2.779401854672802,4.557510666007299,1.488980957709682,Iris-versicolor
+84,5.46871276155207,3.0,4.515596704974582,1.5089052443756787,Iris-versicolor
+85,6.348668251452255,3.2890399074263255,6.021034024642812,2.4999996557755586,Iris-virginica
+86,6.238324796685476,3.3954510141873238,5.409684240316171,2.3159420504804458,Iris-virginica
+87,5.4668572577028245,4.199999020777614,1.3690267285327395,0.19642091332108405,Iris-setosa
+88,7.666296978558289,2.960971030211015,6.65314563546084,2.06049402028594,Iris-virginica
+89,6.065130786858558,2.8932415086094556,4.600587200540621,1.4793767951653012,Iris-versicolor
+90,6.70117697183962,3.0,4.985862960253273,1.6942250049656848,Iris-versicolor
+91,6.316270253954505,3.294675182327727,5.996523509856825,2.4999996723251847,Iris-virginica
+92,5.432278840058279,3.909141220609569,1.3074991597089998,0.39195487481071245,Iris-setosa
+93,6.274841510165421,3.322314049113683,5.974625275054466,2.5,Iris-virginica
+94,4.605995157327162,3.6544131738816628,1.0000004818332415,0.20162232461695084,Iris-setosa
+95,5.505594973651302,4.199999166372564,1.4066151847072217,0.19717832584582778,Iris-setosa
+96,5.006515248570076,3.442137545832051,1.4006774745333883,0.20312264012825415,Iris-setosa
+97,6.154995393064191,2.2262726351067874,4.408217655111866,1.4438562130508585,Iris-versicolor
+98,5.675228444190045,3.7723592345861685,1.5959163987035139,0.3148547512662394,Iris-setosa
+99,4.403355947164743,2.8955207442489868,1.4140225856976938,0.20038367432292317,Iris-setosa
+100,6.295711204076646,2.7191593302684334,4.914872082764613,1.7906854939979435,Iris-virginica
+101,5.815751929162907,2.691028046648182,4.08522581573682,0.9761752111795949,Iris-versicolor
+102,6.236633196480865,2.1981472706099026,4.510799505257241,1.4890353202597777,Iris-versicolor
+103,5.506135946827483,3.0,4.472518072141485,1.491334573221369,Iris-versicolor
+104,5.4915490983976145,4.1999991726991395,1.3951444123672354,0.19194845358712304,Iris-setosa
+105,6.531164670930487,2.798565541798731,4.630086505993615,1.5109224383317474,Iris-versicolor
+106,6.787151550907099,3.2054966620244802,5.810276017477332,2.304354652907521,Iris-virginica
+107,4.591062091240635,3.678245152050512,1.0,0.20195153645079741,Iris-setosa
+108,6.004056453457242,2.2123940994539066,4.019701047646391,1.0140522880497664,Iris-versicolor
+109,6.792829005562911,3.199563383342189,5.839031890851433,2.3062438034535155,Iris-virginica
+110,6.512080816572886,2.783402084000848,4.586076096887273,1.4851218740217418,Iris-versicolor
+111,6.291186985486766,3.313621337256409,6.00054189721556,2.5,Iris-virginica
+112,6.250884643212508,3.2935935677165875,6.01579945004932,2.5,Iris-virginica
+113,6.014466846601078,3.404418201459403,4.518496211711671,1.6060266123535138,Iris-versicolor
+114,5.815195658013436,2.3266837579948154,4.057227931062016,1.001596960216772,Iris-versicolor
+115,5.992246370718449,2.1747029720353575,3.9780161020483242,0.9544349964160476,Iris-versicolor
+116,6.926206370350097,3.0782087638864333,5.121507180033661,2.303931015695872,Iris-virginica
+117,6.098256584841359,2.596665535042289,5.624446332138962,1.3856841334975063,Iris-virginica
+118,5.039375854356029,3.3958727832221403,1.6342603143187462,0.46832024578392717,Iris-setosa
+119,4.7996377551869065,3.0,1.404202155839992,0.30671891011154084,Iris-setosa

iris/tab_ddpm/0/15/test.csv

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

iris/tab_ddpm/0/15/train.csv

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

iris/tab_ddpm/0/15/val.csv

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

iris/tab_ddpm/0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.424652930501469,2.9552374876007623,1.4086129471388937,0.1954136231683768,Iris-setosa
+1,5.494067259444778,3.0,4.482156188383699,1.5154178945458876,Iris-versicolor
+2,6.315159011234758,3.3121396442904434,6.01893761262048,2.5,Iris-virginica
+3,6.711352634699839,3.0208702112207817,4.809811064130191,1.5852598444006778,Iris-versicolor
+4,6.74332367501806,3.1316211447098103,5.696898917442643,2.263087564811477,Iris-virginica
+5,5.7909682897413965,2.696200188467312,5.114292357511866,1.8977707407288393,Iris-virginica
+6,6.67585754195126,3.109704479757845,4.734477011795223,1.5078628911995415,Iris-versicolor
+7,5.943203640693086,2.1864243180393137,4.0075055078521995,1.011823532361937,Iris-versicolor
+8,5.0973107930657235,3.326267363847682,1.6389242192243172,0.5484328004722998,Iris-setosa
+9,5.048266157263892,3.5373389381788014,1.3796992495894576,0.2016290671456275,Iris-setosa
+10,5.651030627456631,2.6024407455476615,3.943724918801058,1.0572514129390969,Iris-versicolor
+11,6.306321898292674,3.2973650544243873,6.000775829152331,2.499999767142798,Iris-virginica
+12,5.820943479054729,2.7103491464579705,5.076152773507857,1.8936764631547647,Iris-virginica
+13,5.4644670689805395,3.0,4.4922483582590775,1.4948193272579984,Iris-versicolor
+14,5.217853143101156,2.43968078835435,3.199149747233916,1.0370871861560598,Iris-versicolor
+15,4.616585022097291,3.121112677919301,1.481130260414214,0.19938451296640564,Iris-setosa
+16,5.605146310536051,2.9050863816117607,3.615971681845143,1.2800488061362203,Iris-versicolor
+17,6.201426492313274,2.771492055411958,4.840583348433714,1.8030039342072706,Iris-virginica
+18,5.64081817409897,2.8903936710687144,3.8830182247630773,1.2842443441005917,Iris-versicolor
+19,4.750930929562389,3.390391532800977,1.5900903812205747,0.19747954786036087,Iris-setosa
+20,4.992255053907046,2.0,3.0089007165917425,1.0109222623285523,Iris-versicolor
+21,5.523083265603889,2.4095384660947063,3.7574240614453296,0.9853685384886427,Iris-versicolor
+22,5.150722213089596,3.410369778366389,1.540829534604653,0.4343623661916505,Iris-setosa
+23,5.833984006439004,2.6935473199718123,5.102591161025231,1.888929461204991,Iris-virginica
+24,5.211912722275448,3.4120107500287675,1.3961877432277525,0.2002435936837402,Iris-setosa
+25,5.447042121315225,2.5392656977076546,3.9357950265374746,1.322048111496416,Iris-versicolor
+26,4.806684229496262,3.3999082034439083,1.6699865587263762,0.1998587497317814,Iris-setosa
+27,6.615454629425434,3.0,4.39476061552706,1.39566585120748,Iris-versicolor
+28,4.614612779469241,3.094392201262556,1.4932972515954992,0.19529267447534912,Iris-setosa
+29,6.401157366871764,3.159831821173156,5.276078751414467,2.2268013573472514,Iris-virginica
+30,6.403529880011132,3.2078735284782094,5.263146166445363,2.2983151434071964,Iris-virginica
+31,4.8808961972593,3.095492215699108,1.4981309338536302,0.10000014518857013,Iris-setosa
+32,4.300000455404851,3.0,1.0982225277897495,0.10000009570019668,Iris-setosa
+33,6.792672768747451,3.2013744238074375,5.841042866684935,2.286916941468713,Iris-virginica
+34,6.3788542529807675,3.1937980993107233,5.234891492767447,2.1757557335283826,Iris-virginica
+35,5.71801496143718,2.838140015602758,4.231853565604895,1.1854698585664376,Iris-versicolor
+36,6.2868023217600495,2.688568360553411,4.890548878407503,1.7897229803294479,Iris-virginica
+37,4.584942826237284,3.6300891008501477,1.0,0.19911033491467472,Iris-setosa
+38,4.764847607695593,3.0,1.3885253506994222,0.1000000992097352,Iris-setosa
+39,5.361953499512179,2.5520898843257247,3.994247321817088,1.3508279284818674,Iris-versicolor
+40,5.50558374670829,2.492035310963732,4.004763987982542,1.2939371405441635,Iris-versicolor
+41,5.712617170223056,2.837700243083058,4.182426459665968,1.2647356688046327,Iris-versicolor
+42,6.503454466933478,3.0,5.757131174960204,2.198691539034859,Iris-virginica
+43,6.296795483446424,3.39723475221579,5.5978730666799805,2.39924440241639,Iris-virginica
+44,7.9,3.7212759931616493,6.427002782364355,2.0582062997506574,Iris-virginica
+45,5.906320932281971,3.2168911635824275,4.807587446304904,1.7935262457675911,Iris-versicolor
+46,7.8999984303463044,3.810660983209397,6.473055383083432,1.955952862302903,Iris-virginica
+47,4.8071225026070294,3.40193426522853,1.7892492931515993,0.20085527895683536,Iris-setosa
+48,5.534764540437023,2.4553101987919193,3.9827177294186176,1.2332994644436723,Iris-versicolor
+49,5.264631957100541,3.350943467042231,1.552566238291456,0.474167894816225,Iris-setosa
+50,7.673665443641481,2.8160251208318847,6.696865930392244,1.9853051723577577,Iris-virginica
+51,6.209615812758402,2.7908492667231606,4.806332920953377,1.783646523852508,Iris-virginica
+52,4.59223505590426,3.122621605063961,1.4576365096645816,0.1984956304049051,Iris-setosa
+53,6.204685784635243,2.801503242925767,4.813492065179688,1.798035191058449,Iris-virginica
+54,5.536253993348561,2.468292119114793,3.788878308109392,1.0362743477284084,Iris-versicolor
+55,6.705191900687552,3.0,5.0232350759499,1.7165582638512966,Iris-versicolor
+56,5.9630750868882245,2.7985415596251015,4.595909394724275,1.2597871361545865,Iris-versicolor
+57,5.9702026502185825,3.407169354245042,4.528018373288266,1.5909655437500738,Iris-versicolor
+58,6.305252937393959,3.285168688788797,5.976946544970103,2.5,Iris-virginica
+59,6.1903877965200795,3.3943620702778694,5.407638385300418,2.2945112862683357,Iris-virginica
+60,6.483979256820768,3.101684613576449,5.44805631656386,2.2278715234604816,Iris-virginica
+61,5.469780474957438,2.4475914101077336,3.7282807102752664,1.0649845452636018,Iris-versicolor
+62,6.307136881104314,3.2995765316023826,5.979738665144967,2.4999998195680893,Iris-virginica
+63,5.792290228130902,2.699865752281068,5.09738968785588,1.8848307731334484,Iris-virginica
+64,6.2742616311395585,3.393270638080589,5.557131018877039,2.403611832982351,Iris-virginica
+65,6.176912890893556,2.212952051765921,4.501923838363739,1.4749281849072393,Iris-versicolor
+66,5.204440832923998,3.4002760973745723,1.3995699781755624,0.19946373965657263,Iris-setosa
+67,6.261371938589504,3.2959579510059975,4.6957265262477295,1.586267643404037,Iris-versicolor
+68,6.220629469798292,2.81172724177951,4.759349371118988,1.7729499932628379,Iris-virginica
+69,6.664006608699984,2.5057117620817504,5.789490411498024,1.7626878197002982,Iris-virginica
+70,4.794596031303554,3.398467215290189,1.6716874105003627,0.2008736945241087,Iris-setosa
+71,6.176334476030834,3.323113199540169,6.103248437520836,2.5,Iris-virginica
+72,4.809059715229342,3.400334558838042,2.0043104207534324,0.20011946632962116,Iris-setosa
+73,5.961943883540223,2.2157058264945784,3.9467249115728333,1.0077980373057025,Iris-versicolor
+74,5.572830160080093,2.4871355634097343,3.910152745810367,1.1058207095879304,Iris-versicolor
+75,4.300000518181027,3.0,1.102869260084391,0.10000010006906351,Iris-setosa
+76,5.887597718894776,2.7991357705762385,5.144901429060841,2.3951395311800714,Iris-virginica
+77,5.191628483107595,3.7607468408573217,1.5950102770009367,0.21248788587626674,Iris-setosa
+78,5.819804649285717,2.704463780678709,5.103150069676169,1.905686602042109,Iris-virginica
+79,5.79721620743984,2.703050675005822,5.081286019533496,1.8641144555697093,Iris-virginica
+80,5.538192042578375,2.501119858970635,3.8416914711030197,1.127157757054298,Iris-versicolor
+81,6.565193030702997,3.0,4.407328579863373,1.4184607776534846,Iris-versicolor
+82,7.9,3.820936203765976,6.339730750118168,2.0047131857794778,Iris-virginica
+83,4.595411772501747,3.141440875600504,1.4527180962661932,0.2016026757926195,Iris-setosa
+84,5.423231064481837,3.9199236077538893,1.2894674422267292,0.4489574173101213,Iris-setosa
+85,6.073598588156119,2.844158343369706,4.684444983594887,1.29254463747312,Iris-versicolor
+86,6.066932069612741,2.9085504204815646,4.626843292882905,1.4336703652965177,Iris-versicolor
+87,5.446406708778515,3.40513899425745,1.5131527241073832,0.42804621473415205,Iris-setosa
+88,5.787654431713175,2.7023920194965414,5.097989628948274,1.9274295539591386,Iris-virginica
+89,4.63944182136506,3.535453105146366,1.0000004265298867,0.2036353249521982,Iris-setosa
+90,6.299538208074476,3.300820743577362,4.673968394182345,1.5782555289991962,Iris-versicolor
+91,4.570871243420202,3.142065015610842,1.4428621326259812,0.20008579910896576,Iris-setosa
+92,5.484271362135955,4.2,1.403808158840985,0.1910559660480785,Iris-setosa
+93,5.689142475299553,3.0,4.225921355421478,1.1954174830332973,Iris-versicolor
+94,6.849348156187641,3.2011502439312967,5.854020251060955,2.303697759451013,Iris-virginica
+95,5.974309070328561,3.411409791431273,4.538911881165383,1.6242776784727844,Iris-versicolor
+96,6.281675121826807,3.2927069657960604,5.971754618812407,2.49999978691182,Iris-virginica
+97,5.720032186111671,2.768442030169789,4.399159194605524,1.206359831912704,Iris-versicolor
+98,6.023939883251152,2.2025338600219855,4.036128401677455,0.8750523358332912,Iris-versicolor
+99,4.6027613584659886,3.2063416545588894,1.3868548650202295,0.2000343081123653,Iris-setosa
+100,5.793927070871678,2.688267131244441,5.091320403299607,1.890387111868348,Iris-virginica
+101,5.598727214323018,2.454438559021337,3.819473183844721,1.0622163265871962,Iris-versicolor
+102,6.166926581368443,2.198337857094747,4.461984823895142,1.4424352489255468,Iris-versicolor
+103,4.992229389864972,3.0,1.6251206313456894,0.19654957164508946,Iris-setosa
+104,4.929709462320011,3.1093062678044645,1.4833860204574159,0.1,Iris-setosa
+105,6.6996768639200734,3.0,4.988133318700331,1.6896641765091058,Iris-versicolor
+106,6.085769362900409,2.868565257576445,4.699981239219796,1.2886418331225893,Iris-versicolor
+107,5.9198774090871344,3.200390183697264,4.775254835074936,1.7417805579866368,Iris-versicolor
+108,6.631038434504403,3.0,4.468026474327634,1.424792239898335,Iris-versicolor
+109,6.10307222801642,2.8416936854936274,4.694915947114332,1.3171614153590245,Iris-versicolor
+110,6.477623371094003,3.0,5.810760764088248,2.211161550954706,Iris-virginica
+111,5.647924708187741,2.792579434013403,4.481215708876464,1.3020713226268827,Iris-versicolor
+112,7.690907535308132,2.6049673008969574,6.9,2.3012766271513376,Iris-virginica
+113,6.193180861065972,3.4030786685186363,5.520038367209143,2.3492891942275764,Iris-virginica
+114,4.418319446265056,3.0849547663643597,1.3649975260656406,0.1977071142893228,Iris-setosa
+115,5.435834765866063,3.40503592319611,1.5233686097331067,0.4502410839444151,Iris-setosa
+116,5.215877773507843,2.6897226258465547,3.9308082974012613,1.3980852515194528,Iris-versicolor
+117,6.867323680823802,3.2013670749584726,5.88322417370776,2.3019563259702793,Iris-virginica
+118,5.175165327513964,2.709717652771796,3.8594778934065603,1.3940603047350264,Iris-versicolor
+119,6.355242823018445,2.8249281142896057,4.557860963163283,1.460840084043971,Iris-versicolor

iris/tab_ddpm/0/16/test.csv

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

iris/tab_ddpm/0/16/train.csv

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

iris/tab_ddpm/0/16/val.csv

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

iris/tab_ddpm/0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.004868177816558,2.0000005866367023,3.539954229875613,1.0107524657728222,Iris-versicolor
+1,6.6869445417640465,3.1062622595562277,4.73634571978422,1.4973488919375657,Iris-versicolor
+2,4.988298322815899,3.401812643912262,1.6056649894134423,0.35881044533354656,Iris-setosa
+3,5.1981743788085435,3.4037269452784042,1.4049269318880497,0.20315728911690992,Iris-setosa
+4,6.850079441382478,3.202127527274599,5.783540100514801,2.304923012003582,Iris-virginica
+5,4.596809111199043,3.6236096148199453,1.0000006661636234,0.20055901180224664,Iris-setosa
+6,5.505318801667143,2.4263304601324607,3.6651362748056,1.0154156166891888,Iris-versicolor
+7,5.756998162857643,2.709130670998496,5.0972141438339635,1.9179130242359985,Iris-virginica
+8,5.021299384956006,3.3861393999749447,1.6268469478622423,0.41104026023447876,Iris-setosa
+9,6.491778258167491,3.0,5.801930423870412,2.194396351513401,Iris-virginica
+10,6.100411241323339,2.605992284716886,5.601167707498725,1.3965461424638268,Iris-virginica
+11,6.532593052260436,3.0,5.899387516483839,2.2258347887467127,Iris-virginica
+12,6.445061268001539,3.249390675989565,4.730502751301057,1.571108127189066,Iris-versicolor
+13,6.520372606430866,3.206060791478817,5.108744216774689,1.9631376212178882,Iris-virginica
+14,6.286936666281024,3.3104232647000726,5.998532789148749,2.499999769569337,Iris-virginica
+15,4.5794880048033235,3.138609064314438,1.4799581795202699,0.20178277934275554,Iris-setosa
+16,6.197231072327018,2.7822459827122583,4.876698928396724,1.8138680439834287,Iris-virginica
+17,5.756306226848849,2.796199048014916,5.113860961107969,2.4113488192392327,Iris-virginica
+18,5.510696448080255,4.199999250773834,1.41093144070871,0.20283599090439483,Iris-setosa
+19,5.214470255816568,2.7102149381804113,3.9058601890434215,1.3990291809948592,Iris-versicolor
+20,6.509784598569781,3.206044785673589,5.085056935249236,2.018058565201696,Iris-virginica
+21,6.32118565108587,3.305447607065874,6.009914980035944,2.499999790050798,Iris-virginica
+22,4.982879234604472,3.395636197283255,1.5901129689367246,0.428184634874368,Iris-setosa
+23,4.591745932302452,3.654187896600376,1.0,0.20128187038785197,Iris-setosa
+24,5.487780727275211,4.199999002722504,1.3992295037258293,0.2024361013993636,Iris-setosa
+25,5.812983452408749,2.814531995739842,5.116641684046227,2.3920969047115235,Iris-virginica
+26,5.049951489906034,3.5060845572008392,1.4027830108222015,0.20339778691147922,Iris-setosa
+27,4.300000536593977,3.0,1.107828841890768,0.1,Iris-setosa
+28,5.978901033597346,3.3996764943925784,4.457883530789984,1.571894997830364,Iris-versicolor
+29,5.804611472401436,2.8096011848419686,4.565975388985839,1.3235139389309827,Iris-versicolor
+30,5.6868769772978505,3.795440805189378,1.7144522953560106,0.30371147944984667,Iris-setosa
+31,6.674326568483512,3.0,5.014687023583523,1.6931114132718867,Iris-versicolor
+32,5.214732913484496,3.3990943941977076,1.4097235131127643,0.20178271381743046,Iris-setosa
+33,5.6916297570552405,2.9163853664578108,4.076337013323264,1.3132283179359607,Iris-versicolor
+34,4.618048651811485,3.2084688004764983,1.4038429632349434,0.20023702104397964,Iris-setosa
+35,5.499720799523155,3.0,4.530565186067598,1.5051450893854825,Iris-versicolor
+36,5.685342302304719,3.7840254412630956,1.594307342298591,0.27675896549392714,Iris-setosa
+37,6.705235498143874,3.111984717110933,4.690631130474879,1.5139392559379716,Iris-versicolor
+38,6.2892643260184045,3.2966409374769237,4.665873959392114,1.5745265296596251,Iris-versicolor
+39,6.016850606375188,2.9350087943853382,4.552497686426737,1.4992919598582393,Iris-versicolor
+40,6.845914628052863,3.2052785343641146,5.703784494309403,2.3016402928295,Iris-virginica
+41,5.0747999719070425,3.285803785822751,1.7149471055371122,0.4375542611697814,Iris-setosa
+42,7.738165190645885,2.5829659848152478,6.9,2.316624206278126,Iris-virginica
+43,5.034928116099006,3.6008173361209432,1.3918266164108442,0.20182161511584604,Iris-setosa
+44,4.888682329467882,3.089367427619414,1.4856146736396936,0.10000010693840794,Iris-setosa
+45,7.597233986609041,3.0,6.613895752914362,2.070315291625719,Iris-virginica
+46,4.784631697385819,3.401726932792099,1.5838785831976194,0.19990993959395506,Iris-setosa
+47,6.3332759273352695,2.839098549613438,4.600966560677704,1.4590573021120512,Iris-versicolor
+48,4.883296632676226,3.081717635758056,1.4890751088553973,0.1,Iris-setosa
+49,4.60084924508033,3.577470207639441,1.0000003863310338,0.20079449817671366,Iris-setosa
+50,6.348743585238731,3.2761975181388547,4.6683728473373005,1.5916521660531937,Iris-versicolor
+51,6.0014214383628115,2.1972508442782983,4.99733724233712,1.5080675765500196,Iris-virginica
+52,5.276345161577009,2.4656866957234884,3.3552600290569545,1.0455586520763505,Iris-versicolor
+53,5.818983829252128,2.694970733637255,4.024111256348808,0.9088531402920147,Iris-versicolor
+54,5.4888636229716425,4.2,1.4110042804047438,0.19648816689685678,Iris-setosa
+55,5.6711562296305855,3.0,4.512942017344803,1.5031012133833754,Iris-versicolor
+56,4.628214274128743,3.611308809630681,1.0000004077811009,0.2058869393630311,Iris-setosa
+57,5.052418358138518,3.5644568196385213,1.4056055516873185,0.20040363119437374,Iris-setosa
+58,5.503214236294144,3.0,4.495873305504271,1.4691046365714608,Iris-versicolor
+59,6.695565950035924,3.0,4.9659235571171045,1.6865584122235833,Iris-versicolor
+60,6.724131583329295,3.104126377122648,4.699551685877462,1.5245292682975677,Iris-versicolor
+61,6.055363135234121,2.90816950663973,4.622213895146749,1.4384773698901658,Iris-versicolor
+62,5.434214660402625,2.537264997669576,3.9706064597241983,1.2967859892993698,Iris-versicolor
+63,4.979104952091173,2.0,3.5140524837354175,1.0077135029595703,Iris-versicolor
+64,4.795716517187432,3.0,1.3953321424991405,0.358459114245608,Iris-setosa
+65,5.702560991550514,3.7834077454316537,1.5989078471055547,0.30648528564596644,Iris-setosa
+66,5.990469123306001,2.1907593700259316,3.9449509330840895,1.00748376213067,Iris-versicolor
+67,4.606526819958156,3.6645485644892153,1.0000003972743914,0.20010195725495486,Iris-setosa
+68,6.827140634860355,3.159507629890258,5.22271124116153,2.301187980841882,Iris-virginica
+69,4.594683357719583,3.6580668667264593,1.0,0.20794321774281133,Iris-setosa
+70,6.205018390894377,2.7815103065911275,4.846429661856381,1.8029118885063977,Iris-virginica
+71,5.208435654517503,3.5127226998192884,1.3762993837338877,0.2160370436640076,Iris-setosa
+72,6.194794884371507,3.388746736784343,5.480910866371894,2.3075678485103612,Iris-virginica
+73,5.828018025224834,3.160503852280393,4.751567171113026,1.6979095954659758,Iris-versicolor
+74,5.0096004534970335,2.0,3.571242853418443,1.0079889723573618,Iris-versicolor
+75,5.0127476360309196,2.0000005427571375,3.4980306706141846,0.862306124575215,Iris-versicolor
+76,4.828709537406859,3.0,1.4022120639331295,0.27170006298812227,Iris-setosa
+77,4.300000638646239,3.0,1.1053701029175644,0.10000009491660437,Iris-setosa
+78,6.478383029549437,3.0,5.777926496552001,2.183496307846283,Iris-virginica
+79,5.5435961737866934,3.0,4.4641569552619655,1.497902858963218,Iris-versicolor
+80,7.2070322942469325,3.205244608583252,5.951419046410831,1.7864914402430565,Iris-virginica
+81,5.424041699774648,3.0,4.506560332446055,1.5042135972641224,Iris-versicolor
+82,5.955030218788119,2.189561781638914,4.978409609406117,1.4892571372609842,Iris-virginica
+83,5.868210432835019,3.203586987488955,4.817753645804297,1.7870743285087418,Iris-versicolor
+84,5.103532423839015,3.2936724231720644,1.7025044260709323,0.4754688930778852,Iris-setosa
+85,6.038691331630042,2.4497689200924215,5.42011806907362,1.4654101741081202,Iris-virginica
+86,5.434225399289604,3.0,4.471622236056937,1.5022853497847315,Iris-versicolor
+87,6.099403029448419,2.9258509596844977,4.70759732812014,1.424782305517021,Iris-versicolor
+88,7.2331503416876854,3.170075053644293,6.098359997039107,1.8244842003933008,Iris-virginica
+89,7.652556935054122,3.0,6.514948141323014,2.1542416529621025,Iris-virginica
+90,4.40081399572903,3.207555871541531,1.3159843623675829,0.20180469983310742,Iris-setosa
+91,4.814713831418899,3.39654270634682,1.799695152615697,0.1985044859565233,Iris-setosa
+92,5.685992598977929,2.8852181643658636,4.193673317673222,1.2853932945271924,Iris-versicolor
+93,6.843228307696267,3.0876179846730336,5.087423629651943,2.283841468162575,Iris-virginica
+94,4.987972131181381,3.0,1.5903716528845213,0.19874835568937282,Iris-setosa
+95,4.807140022285652,3.403832870278822,1.5958656791573702,0.20190773467577686,Iris-setosa
+96,6.351725363910749,2.6808240814771667,4.900774524052093,1.7823881714863057,Iris-virginica
+97,6.483820584650707,2.7962875138860306,4.609979035124174,1.4826702746774931,Iris-versicolor
+98,5.507697340145875,2.500129196615712,3.979519527845198,1.2878069779186732,Iris-versicolor
+99,6.312869313209418,2.5159032722465664,5.002121658646216,1.8985602660108611,Iris-virginica
+100,5.780482111209085,2.829835340735851,5.174685240327225,2.4049652173481424,Iris-virginica
+101,6.118105945164552,2.5979812619676963,5.621736331985332,1.3864570217285863,Iris-virginica
+102,5.523735676733353,4.199998725409612,1.3894472941557334,0.20362100214072681,Iris-setosa
+103,7.715263287884515,2.78438469542894,6.71537566560521,2.014466316603074,Iris-virginica
+104,6.409411031082613,3.2050165021977732,5.347561938901933,2.3021698593411846,Iris-virginica
+105,6.291779248241084,3.3076939332621507,5.957435395335485,2.4999998100301726,Iris-virginica
+106,5.479974997305695,3.0,4.513267795567537,1.516442649574731,Iris-versicolor
+107,7.899998893160277,3.797451198889514,6.395530011211273,2.0354691137871392,Iris-virginica
+108,5.539353475289118,3.0,4.539566333229117,1.5072082873316561,Iris-versicolor
+109,5.163592876904458,2.5006566909364043,3.356761581933992,1.1583567579541185,Iris-versicolor
+110,6.306097205568936,3.292781133271521,6.052828051561565,2.5,Iris-virginica
+111,4.388860448282481,3.203411855357573,1.2929486205213065,0.1982302817028771,Iris-setosa
+112,6.724884923419275,3.2121216851871663,5.661681766362911,2.310612771052655,Iris-virginica
+113,5.4577880841871105,3.0,4.510118404842247,1.5080562561763275,Iris-versicolor
+114,5.879422232063221,3.1833482097464474,4.796511717977756,1.7630023064599762,Iris-versicolor
+115,5.369859586762951,3.398038230047659,1.5254465095349268,0.4237773348512357,Iris-setosa
+116,5.8010348809115735,2.701161564132612,5.089745307164022,1.8837200543934318,Iris-virginica
+117,5.023302183082603,2.0000005623149697,3.3804000275168375,1.016783114079371,Iris-versicolor
+118,6.827616285197239,3.2034775680014813,5.817217975408958,2.307742993054695,Iris-virginica
+119,6.252178654251517,3.326100565180373,4.658953845215963,1.5751490943099973,Iris-versicolor

iris/tab_ddpm/0/17/test.csv

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

iris/tab_ddpm/0/17/train.csv

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

iris/tab_ddpm/0/17/val.csv

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

iris/tab_ddpm/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7680128649983717,6.372095293174038,2.0122447842230056,Iris-virginica
+1,4.6097844305370135,3.1804647698745856,1.4075967117302084,0.19897570036970502,Iris-setosa
+2,5.2121959275717655,2.711487593996868,3.938141682279591,1.3860442367095176,Iris-versicolor
+3,6.719693942919907,3.0893003960985443,4.685537395543414,1.4798132162022064,Iris-versicolor
+4,5.373936023124181,2.4698131603851743,3.621039336127209,1.0823686160938437,Iris-versicolor
+5,4.6041201748395855,3.1810535433969167,1.3756986946116134,0.20153665641034701,Iris-setosa
+6,5.6814276438644,3.8144084687544697,1.5994338075916543,0.2811832479939895,Iris-setosa
+7,4.6042671029717965,3.580712486890928,1.000000485234902,0.20026538155449788,Iris-setosa
+8,5.108428850347431,3.5171102742644824,1.4037990344562234,0.20024403424138898,Iris-setosa
+9,6.894847689886355,3.193674155615553,5.769220951324072,2.2930765164306997,Iris-virginica
+10,6.416907525571431,3.3904157392442795,5.599490789495488,2.393370710656651,Iris-virginica
+11,5.199989767720222,3.3981139387807335,1.4043235354326455,0.20656199547152881,Iris-setosa
+12,7.89999864528298,3.791428557844402,6.363246940069808,1.9976514924282411,Iris-virginica
+13,5.674442944811013,3.0,4.205423459246989,1.2150236393546663,Iris-versicolor
+14,5.9894568861894815,2.185106460907325,3.9644292352781227,1.021515766970369,Iris-versicolor
+15,5.801384643728516,2.707892281129737,5.112037992406202,1.9254686497374427,Iris-virginica
+16,7.700904361978713,2.8114369127243783,6.716031683868259,1.9766431273235472,Iris-virginica
+17,6.451416387437378,2.8022214075982457,4.5477568654719835,1.483249055211791,Iris-versicolor
+18,6.295695597219738,3.398825314378024,5.569566682298692,2.390759904440769,Iris-virginica
+19,6.952660597443465,3.1797316765692183,5.710919949980854,2.3135199407776876,Iris-virginica
+20,6.3005962928455785,2.478035022630789,4.992338032710216,1.887166788728231,Iris-virginica
+21,6.281330444535408,3.401638823341629,5.533069268794828,2.3652760522873213,Iris-virginica
+22,6.3127592376884945,3.285653284563553,5.959711370851043,2.499999708906374,Iris-virginica
+23,5.424183628776774,3.9028982808668156,1.297237135599117,0.3871061717231358,Iris-setosa
+24,5.516194753053645,2.4377611328000133,3.7333580927005636,1.0036966484144045,Iris-versicolor
+25,6.659604832498014,3.0,4.504054703035878,1.4442845086978495,Iris-versicolor
+26,5.2007831058003315,3.3599858485658944,1.5405504131064423,0.43411760293684704,Iris-setosa
+27,4.808016902243111,3.402692025203078,1.7914260905474175,0.20039736550956183,Iris-setosa
+28,6.401950336133445,3.1554890855775803,5.3658420646228775,2.2786376503008627,Iris-virginica
+29,7.71831739880631,2.626555266686165,6.9,2.3123774836661988,Iris-virginica
+30,6.323487414751872,3.4005203759203066,5.575003157192989,2.388848818945091,Iris-virginica
+31,6.260855811359553,3.304461632018096,6.081186545430268,2.5,Iris-virginica
+32,5.9208701708944345,3.196243595283296,4.8000669002365495,1.7978762157502046,Iris-versicolor
+33,6.538325853388312,2.8074732633756034,4.613715107977163,1.5040654892203453,Iris-versicolor
+34,5.717113753884872,3.0,4.265015637113236,1.2701622235759726,Iris-versicolor
+35,5.5841433059391115,2.5007592250407966,3.9575306983415497,1.1225987060545293,Iris-versicolor
+36,6.304083117020518,3.300646548694028,5.97986105435049,2.5,Iris-virginica
+37,6.721269731574175,3.0,5.006915559136702,1.697841926427269,Iris-versicolor
+38,4.595786986440408,3.1100538800237616,1.5041243786256602,0.20092839803342447,Iris-setosa
+39,5.175213970804604,2.702902140304956,3.910901002797258,1.3963539830916734,Iris-versicolor
+40,4.602937721607232,3.111362877888226,1.4997453707496349,0.20144779906071986,Iris-setosa
+41,6.248897509340434,2.7544406910240404,4.874077260239424,1.814884463278349,Iris-virginica
+42,6.325597627845584,3.3929912660103305,5.5753040053497225,2.3861232643864803,Iris-virginica
+43,4.635960727865974,3.2354534004074162,1.4000856903452115,0.19748035602486025,Iris-setosa
+44,7.125192993124309,3.2116076145215136,5.946368620951309,1.8534563978597511,Iris-virginica
+45,4.799139271375112,3.397908376142129,1.7181476269002744,0.1993545714947693,Iris-setosa
+46,5.725123156140975,2.8434100772278352,4.2109861582825445,1.1483182144773691,Iris-versicolor
+47,4.748872178931524,3.0,1.3979564536987819,0.27086866302057866,Iris-setosa
+48,4.609879437281787,3.103747717768405,1.5096798337110382,0.20030915804449947,Iris-setosa
+49,6.308716788362687,3.2924737153239545,4.702324705703743,1.6056515633628945,Iris-versicolor
+50,6.224720113253143,2.2087916407938217,4.510838621378957,1.4801322768663434,Iris-versicolor
+51,5.000387043462299,3.0,1.5974133828530954,0.19706963841715588,Iris-setosa
+52,5.0153913164274435,3.3990220839068614,1.785067040093882,0.39771246482950284,Iris-setosa
+53,4.613106285132617,3.60916335860981,1.0,0.2028666075981688,Iris-setosa
+54,4.959953640222694,2.0,3.5128286678499947,1.020852708174324,Iris-versicolor
+55,5.577599237724382,2.8961866167806924,3.5873527507667333,1.3030340811283432,Iris-versicolor
+56,6.800506179789917,2.8085858585964374,4.79208789165817,1.4000716843225953,Iris-versicolor
+57,6.011561861216673,2.8930291994242228,4.494140612583288,1.5004511232121365,Iris-versicolor
+58,4.5991857255609485,3.652294694286407,1.0,0.19783715915362365,Iris-setosa
+59,4.997152655025689,3.6841975321044518,1.4171413873288854,0.20027983310500272,Iris-setosa
+60,6.765494512483401,2.958505738944911,4.9239060249907665,1.5665221095427926,Iris-versicolor
+61,6.121461036141092,2.8773580164952457,4.696395686307109,1.337995748559045,Iris-versicolor
+62,5.2409594371442285,3.401593773678148,1.4046249839022238,0.20020511352860854,Iris-setosa
+63,7.706581844954258,2.602959386588804,6.9,2.2968748274990642,Iris-virginica
+64,6.012505235268497,2.1931665350394844,4.0139725295726265,1.0189370682790053,Iris-versicolor
+65,4.3000004837668175,3.0,1.1068234660854144,0.10000010943153356,Iris-setosa
+66,4.403194638936561,2.9019318195852337,1.3962143016233193,0.20137780634345578,Iris-setosa
+67,6.596979645359373,3.0,4.451135241369847,1.424425017352897,Iris-versicolor
+68,6.8235966586971255,3.1781970510931945,5.820416662282976,2.3038593797856155,Iris-virginica
+69,5.642878876030535,3.786173503047632,1.5484053517805874,0.3418839537424176,Iris-setosa
+70,6.333500036203209,2.676247508553673,4.911715565652609,1.802790632376157,Iris-virginica
+71,6.700579791696923,3.0,4.999133502835672,1.7069103360677342,Iris-versicolor
+72,6.6665705077253214,2.494773433489028,5.817294348740165,1.760642564432376,Iris-virginica
+73,6.619062391507488,3.0,4.444972856184033,1.4273608260024255,Iris-versicolor
+74,5.785399278567925,2.7131451969561056,5.095360361555539,1.9112900335524416,Iris-virginica
+75,6.871805003327267,2.5648687157821923,6.196406361304256,1.8463005499509548,Iris-virginica
+76,6.90124181971595,3.200195601202869,5.690041476546919,2.295058364708672,Iris-virginica
+77,7.63165199220731,3.0,6.622834209929626,2.0951304612976007,Iris-virginica
+78,5.359789530161184,3.7110807360662643,1.3484190162074894,0.28825068050409036,Iris-setosa
+79,6.290004330796688,3.290667204727214,5.9669568501826795,2.4999997128229072,Iris-virginica
+80,5.99365057314389,2.204557864082948,4.044875899525073,0.9532620878043947,Iris-versicolor
+81,4.300000712308772,3.0,1.0857338234800094,0.10000009909030497,Iris-setosa
+82,6.391042677517096,3.1990641997815885,5.303131514173826,2.3007623144040155,Iris-virginica
+83,6.696861010556789,2.49634839252261,5.904552863900171,1.804920474184947,Iris-virginica
+84,5.469671929839753,2.512075257620653,4.006440883802954,1.3124818251665482,Iris-versicolor
+85,5.710715898684227,2.733112958596112,4.225079635652378,1.0715811343325716,Iris-versicolor
+86,4.629798184996766,3.6828264651162854,1.0,0.1908703962350206,Iris-setosa
+87,6.388509100479925,3.202757505184763,5.295913011705586,2.311916902590441,Iris-virginica
+88,6.286282994316499,3.3840226896422765,5.5370856402784625,2.3090189593055754,Iris-virginica
+89,4.855422710908013,3.0539221938732415,1.4782959348622986,0.10000009041799524,Iris-setosa
+90,4.976837558685513,2.0,3.3120372005417718,1.0117944295887757,Iris-versicolor
+91,5.795400980504487,2.705925034200068,4.115796632157052,1.0182525056147245,Iris-versicolor
+92,5.134380616059357,3.417672512593771,1.403829011343968,0.19931727256410287,Iris-setosa
+93,4.300000559279192,3.0,1.1004567201686157,0.1,Iris-setosa
+94,5.696860831955438,2.917087092586298,4.26301372775469,1.313767261948812,Iris-versicolor
+95,5.182774328306379,2.512745784427337,3.26238264927124,1.1005298098543912,Iris-versicolor
+96,5.802938825221181,2.707025076601143,4.130154828055051,0.957193162593114,Iris-versicolor
+97,4.814152918492826,3.0,1.3925992465451258,0.10000009656349508,Iris-setosa
+98,5.705405493098484,3.0,4.200335129406519,1.18705366398336,Iris-versicolor
+99,4.751631807793012,3.0,1.3726487733564974,0.1,Iris-setosa
+100,4.8828954438270324,3.107015121692659,1.4787969370881855,0.10000010408703572,Iris-setosa
+101,6.008904816850466,2.2080665934770285,4.991996902117171,1.4989421774113116,Iris-virginica
+102,5.7513505867225145,2.7951441592030495,5.095269862388664,2.3933061424597337,Iris-virginica
+103,6.246201106186719,3.3015166678134653,6.016202789147931,2.5,Iris-virginica
+104,6.3778828696217635,3.2045236982634493,5.287732089977536,2.3018661014283803,Iris-virginica
+105,5.77422590596396,2.69065097770105,4.082322891866391,0.9184029676674252,Iris-versicolor
+106,5.676249595229544,3.0,4.1814301476653775,1.1978455102005512,Iris-versicolor
+107,6.231680339621214,2.7832377702029443,4.855283959778314,1.8273791266365653,Iris-virginica
+108,5.607667402547488,3.696140513308612,1.580583897995943,0.3443145978353928,Iris-setosa
+109,7.719314847034662,3.0,6.137441783375222,2.3157558241315854,Iris-virginica
+110,4.3000005023447,3.0,1.0962892570999718,0.10000009817007666,Iris-setosa
+111,5.793337516465523,2.692716634403794,5.110126201250792,1.89286337669603,Iris-virginica
+112,5.002706792067471,3.0,1.5952070589407032,0.1967853702923038,Iris-setosa
+113,5.784690804563221,2.71798392869577,5.080376509158302,1.9149995593466629,Iris-virginica
+114,7.689697577370877,2.586296098658526,6.899998414319764,2.2698100680499214,Iris-virginica
+115,6.508471799399845,3.0,5.800913592438833,2.198281848267608,Iris-virginica
+116,5.854740859822296,2.7031609843118973,4.215885659326946,1.0003818799473798,Iris-versicolor
+117,4.576478826233289,3.1263605996023673,1.4614759218121982,0.20063362896172585,Iris-setosa
+118,5.799711064525105,2.691452312948121,5.122987848442702,1.9129159285071826,Iris-virginica
+119,5.077213504515236,3.468485529115455,1.3885401662323513,0.19951175196801302,Iris-setosa

iris/tab_ddpm/0/18/test.csv

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

iris/tab_ddpm/0/18/train.csv

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

iris/tab_ddpm/0/18/val.csv

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

iris/tab_ddpm/0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.345179560003813,3.3044594681980595,6.028580589982169,2.49999974993271,Iris-virginica
+1,4.596239188558641,3.6499410133484558,1.0,0.20188973022590173,Iris-setosa
+2,6.713004249258774,2.4753925572856073,5.791673278365146,1.795211432153913,Iris-virginica
+3,6.388767950046361,3.192296515755154,5.288607218906543,2.2859557468275566,Iris-virginica
+4,6.2699521714565005,3.4050249816362945,5.5807661601022645,2.401058745808684,Iris-virginica
+5,7.6147713984578305,3.0,6.4315033773336,2.2035244180464986,Iris-virginica
+6,4.597510057966477,3.0910592046023937,1.5149761283386682,0.20169242700184603,Iris-setosa
+7,6.274927568447524,2.713842784288078,4.873738068717394,1.8068315246759048,Iris-virginica
+8,6.793683572135785,2.8030247133502555,4.834650896792135,1.4123771108099676,Iris-versicolor
+9,6.779630906607912,3.176027594384008,5.945090650686597,2.2895650666295664,Iris-virginica
+10,4.893312908527521,3.07958595022545,1.5104764945844351,0.10000009506601422,Iris-setosa
+11,6.0076194959698945,3.3986979633722108,4.476199069761602,1.6084231613046995,Iris-versicolor
+12,5.75616363756199,2.802746196424595,4.500438794467998,1.3147810134199287,Iris-versicolor
+13,6.723590069295528,3.0,4.997337451833809,1.6723993997581725,Iris-versicolor
+14,7.717522947349499,2.598885965859178,6.9,2.3134365519732074,Iris-virginica
+15,5.1324940811835,3.4378797980581073,1.3836435403745135,0.20014216288277062,Iris-setosa
+16,6.112819121244434,2.9040564892534264,4.679240843971569,1.4184040186285114,Iris-versicolor
+17,5.757870762199276,2.696714431754293,5.090054986103561,1.9075484936355138,Iris-virginica
+18,6.60364130601256,3.0,4.438691311606225,1.4041130384135319,Iris-versicolor
+19,6.461224788546352,3.1343257873665755,5.256156052117098,2.1514623556677246,Iris-virginica
+20,5.752197357846716,2.7074991262913883,5.09983517094955,1.8988095689214515,Iris-virginica
+21,6.082253241970745,2.5889929273563794,5.615375955515073,1.389721622073753,Iris-virginica
+22,5.528913505712105,4.199999077563975,1.4126924948844686,0.20129040697905992,Iris-setosa
+23,4.602335852327589,3.187854090956197,1.4027278711286237,0.19733201667016442,Iris-setosa
+24,7.696827050716205,2.604263183546868,6.9,2.262365285306636,Iris-virginica
+25,6.2135647415980815,2.6174771097759284,5.135550182732775,1.5702994217206085,Iris-virginica
+26,5.794999612704721,2.816048891532319,5.091376452514561,2.404856472108621,Iris-virginica
+27,5.738586872073211,2.897099853497069,4.245740307479527,1.2816209473384725,Iris-versicolor
+28,5.830861529484753,2.6978560308820425,4.0609335335250565,1.001690945416004,Iris-versicolor
+29,6.272531646277877,3.3106653733754725,6.0259937092771665,2.5,Iris-virginica
+30,6.224414185917262,3.3990298167465287,5.45089874799682,2.379513658566721,Iris-virginica
+31,7.66854250083125,2.6110332417445314,6.8999988852346945,2.2822960136088883,Iris-virginica
+32,6.3025897243569835,2.508354918053257,4.9998565913764486,1.8964016918924709,Iris-virginica
+33,4.607871990769821,3.605143013464657,1.0,0.1991060742578786,Iris-setosa
+34,6.930293707485463,3.1849847345714664,5.607709576420156,2.2950268208260187,Iris-virginica
+35,5.091516566535129,2.507018620606477,2.9525515187127143,1.0936772779140391,Iris-versicolor
+36,6.707642781834453,3.161229209428052,5.416353427251992,2.306101174237393,Iris-virginica
+37,5.033538738515006,3.5646089374701133,1.4004309912292774,0.20098334927683545,Iris-setosa
+38,6.416227370069691,3.1995802217316944,5.339602762240887,2.293426021362829,Iris-virginica
+39,5.522164726374501,4.199999027709469,1.3997440144627102,0.19918487821145542,Iris-setosa
+40,5.738470186618794,2.8081825049498352,4.53049762823135,1.321430683252488,Iris-versicolor
+41,6.277949799016197,3.2886122679889436,6.0789045607313055,2.499999754583271,Iris-virginica
+42,4.607948335038239,3.1738542201070166,1.42555861628011,0.19867905461592913,Iris-setosa
+43,5.922048761017898,3.2043530951228854,4.793189514993227,1.7986526693563372,Iris-versicolor
+44,5.650756122136034,3.0,4.523581874707286,1.5143134999898702,Iris-versicolor
+45,4.805153639823295,3.4049838664350265,1.8432727950241963,0.20016859462602304,Iris-setosa
+46,5.106170089948909,3.300527369361353,1.8181310663277177,0.4523776043237272,Iris-setosa
+47,5.225802231971933,3.405841429843825,1.4033555772513955,0.19803187933708843,Iris-setosa
+48,4.616123647647508,3.172097320787948,1.4278388406964568,0.20109456662660713,Iris-setosa
+49,5.833347233882488,2.7106149229929435,4.0989279833690375,0.9983257463992831,Iris-versicolor
+50,7.702706294295704,2.60701964653718,6.89999860361934,2.3300795345987537,Iris-virginica
+51,6.825359015441214,3.0413290584312214,5.099457941315169,2.2690606070682637,Iris-virginica
+52,4.300000546111452,3.0,1.1085741403998663,0.1000001159151867,Iris-setosa
+53,5.533467325101767,3.0,4.482905830805986,1.4950767758089687,Iris-versicolor
+54,6.789568312447244,2.800146754479415,4.827950198048545,1.4150506622276955,Iris-versicolor
+55,6.3138743243479345,2.5080774190472255,5.006034652014029,1.8939097507073492,Iris-virginica
+56,4.402513783672926,2.9420296024405843,1.3897258803429164,0.20200997423406464,Iris-setosa
+57,5.738166612537149,2.907980099799234,4.365532237276732,1.3413854248880388,Iris-versicolor
+58,5.691069043875597,2.748230529324996,4.434322481290858,1.274512798122409,Iris-versicolor
+59,4.783707678572738,3.392644745742103,1.975384347797571,0.19744219370204755,Iris-setosa
+60,6.585480103601189,3.0,4.411540710892787,1.404718723367392,Iris-versicolor
+61,7.9,3.820544943763475,6.419305998592251,2.05292026710712,Iris-virginica
+62,6.201633288547973,3.334706927712315,4.679035551866798,1.6119540173398001,Iris-versicolor
+63,5.1475233022932425,3.403780146123874,1.3913486782611924,0.19892386127491218,Iris-setosa
+64,6.526935663408065,3.0,5.818366748669607,2.212213134999734,Iris-virginica
+65,7.71190756206824,3.0,6.14537423153986,2.3004046831404175,Iris-virginica
+66,5.100481817390082,2.478234543153268,2.9909975566957927,1.0714173869386905,Iris-versicolor
+67,5.1207685543629005,3.4083230871027386,1.403771858630702,0.19904480434243793,Iris-setosa
+68,5.921519468854539,3.2048583594309252,4.818244388441643,1.8226731188247953,Iris-versicolor
+69,6.070030410993112,2.8977653756787465,4.669880249081064,1.4272487126164124,Iris-versicolor
+70,6.41385221557664,3.202013692537777,5.270904568987641,2.293149499213,Iris-virginica
+71,6.311817482037372,2.4525089043605304,4.9986344252904225,1.9071515857545014,Iris-virginica
+72,5.996412030731521,3.4020390191003607,4.519033785725871,1.5964976734844014,Iris-versicolor
+73,7.628267978804006,3.0,6.631035203832931,2.0884877212207114,Iris-virginica
+74,6.705973637633973,2.488498046727184,5.768259903803577,1.8006138488576922,Iris-virginica
+75,5.385256874299122,2.437721865839039,3.5998320175458627,1.0285711652780158,Iris-versicolor
+76,5.697861019985553,3.0,4.221110085687134,1.2149764630221804,Iris-versicolor
+77,6.758266892460489,3.0367060675593742,5.871351060523955,2.104421272292217,Iris-virginica
+78,5.682704967238061,3.0,4.203903238889714,1.2316113079330626,Iris-versicolor
+79,5.823370372697968,2.8442777576595875,4.447358169789095,1.3878347734915353,Iris-versicolor
+80,5.806414124025285,2.802547211876923,5.0953986000968605,2.399657886676101,Iris-virginica
+81,6.300479495572388,3.2968396627141323,4.693331435157088,1.6086461145678497,Iris-versicolor
+82,4.817086798803535,3.0,1.4226966317185843,0.10000011827118407,Iris-setosa
+83,5.054952718958583,2.491850491003851,2.8365767500639993,1.0865206261486515,Iris-versicolor
+84,5.759577240063157,2.8322212950150476,4.511072663279865,1.316197203257268,Iris-versicolor
+85,4.615460307324655,3.6117206060482,1.0000003642862432,0.201404111054868,Iris-setosa
+86,4.833303900859204,3.4092904473114523,1.7871711168786606,0.20155258702092646,Iris-setosa
+87,5.8094389536190025,2.810029400237379,5.131795952893444,2.401603703348569,Iris-virginica
+88,5.887138421726172,3.1903091672941013,4.760981480391077,1.804923465138494,Iris-versicolor
+89,5.631431717447172,2.5000694380913346,3.9222307195756705,1.0771418735950689,Iris-versicolor
+90,6.313525219699944,3.403687546957365,5.622977830669824,2.4113274144699672,Iris-virginica
+91,4.988018224951273,3.405641989649273,1.5976995018082505,0.4000506049532722,Iris-setosa
+92,5.529390547529482,3.0,4.5154541898644105,1.4901597122421406,Iris-versicolor
+93,5.557804423416882,2.4672738044965836,3.9346478278159602,1.2011791081072989,Iris-versicolor
+94,6.324400343816239,3.4061261905082003,5.558564289870341,2.4019345498305857,Iris-virginica
+95,6.6789880192142475,3.121698331225701,4.681260921297434,1.5028689979464493,Iris-versicolor
+96,6.220541168848419,3.319088644258207,6.010437475824088,2.4999997712392137,Iris-virginica
+97,4.3,3.0,1.0970513376369282,0.1,Iris-setosa
+98,5.982574551677294,2.204109234906076,3.9524598439105034,1.0107463674103636,Iris-versicolor
+99,4.861911274845124,3.0482117699422484,1.485755939256927,0.10000009974772493,Iris-setosa
+100,5.076667271077007,3.5816225906424632,1.3877233927388046,0.19968864388528876,Iris-setosa
+101,5.190314365180072,2.6861109510571284,3.910136223475839,1.4041296287103695,Iris-versicolor
+102,5.088155362915731,3.8431533454792706,1.7001628214737106,0.20039632682618094,Iris-setosa
+103,6.109910770536984,2.3415769954773693,4.997148362052109,1.6186578286790128,Iris-virginica
+104,5.535218784312343,4.2,1.3977268132732341,0.20638136922318828,Iris-setosa
+105,5.989576068134079,3.4038601074608708,4.439763083561833,1.603500960081941,Iris-versicolor
+106,5.412702363681908,3.4164386718501754,1.4944860103554265,0.40220353128998815,Iris-setosa
+107,7.5962001490607065,3.0,6.605199554260112,2.0859091757868593,Iris-virginica
+108,6.101958134961508,2.5923339546389323,5.58950716128094,1.4061389050800208,Iris-virginica
+109,5.525477585998888,2.4376336711725486,3.7599080186145755,1.038225474003833,Iris-versicolor
+110,4.300000741746414,3.0,1.0943977566308463,0.10000011090092073,Iris-setosa
+111,4.7905115215857395,3.398468506017563,1.6437016706516556,0.19934181425987957,Iris-setosa
+112,6.319083352496417,3.2985556512399214,6.072559293679011,2.5,Iris-virginica
+113,6.214925944863495,2.2020738674434868,4.490800079284776,1.5030554881049083,Iris-versicolor
+114,5.00577674185624,3.6086047811676916,1.3953062313601325,0.20110334690679516,Iris-setosa
+115,7.9,3.783318993221592,6.403617806087535,2.008819693064487,Iris-virginica
+116,6.488595571097137,3.0,5.806054288425913,2.2068796951101857,Iris-virginica
+117,6.692042478661515,2.498738192174318,5.810740430056141,1.7964331323633997,Iris-virginica
+118,4.404172667839306,3.196808611731379,1.3032837906547174,0.19946774973529477,Iris-setosa
+119,4.3,3.0,1.099026790938123,0.1,Iris-setosa

iris/tab_ddpm/0/19/test.csv

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

iris/tab_ddpm/0/19/train.csv

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

iris/tab_ddpm/0/19/val.csv

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

iris/tab_ddpm/0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.0186458129378675,2.2180672515250706,4.989412260480898,1.5181117631269645,Iris-virginica
+1,4.606559373645588,3.670120646238316,1.0000003871602212,0.20307892126306995,Iris-setosa
+2,6.147652930593206,2.608001545930559,5.5573048488370835,1.4299603004237813,Iris-virginica
+3,6.7764332334054815,2.984581244684763,4.947392830979985,1.6032045405953457,Iris-versicolor
+4,6.2930836650584485,3.2997028998639486,6.09402708070343,2.4999997609168503,Iris-virginica
+5,6.414403671064422,3.2714422867634405,4.717642585118123,1.5920925925418203,Iris-versicolor
+6,4.997183321448215,3.0,1.655778961926923,0.19731834661734304,Iris-setosa
+7,4.802230719278535,3.39192763865384,1.5919639099846752,0.1982226095851738,Iris-setosa
+8,6.304591522699958,3.2889336659585413,5.988038063336513,2.499999761758655,Iris-virginica
+9,6.005830028031346,2.921092197550371,4.564106249207848,1.5090451273388357,Iris-versicolor
+10,5.544365627703191,4.199998795427702,1.4077944021775413,0.20447336886217943,Iris-setosa
+11,6.5852258060744155,3.0,5.793244189291249,2.2022035366760746,Iris-virginica
+12,5.715960538482442,3.0,4.100238201953047,1.2388183026402237,Iris-versicolor
+13,6.514829225723556,3.193814891438714,5.102668089142959,2.01199116429655,Iris-virginica
+14,5.790795129417617,2.7000780461454843,5.09272436364779,1.9257615357856595,Iris-virginica
+15,5.7222430946526694,2.885612058524511,4.239841328659027,1.3036155861617338,Iris-versicolor
+16,6.085529972358359,2.5850251077903437,5.617813246473699,1.398113103413362,Iris-virginica
+17,5.225036979736517,3.4018509488006474,1.3971471097852368,0.19886287186423077,Iris-setosa
+18,7.719151221283796,2.603863553810695,6.9,2.30383855586934,Iris-virginica
+19,5.1020283979120125,3.3223934258344494,1.7444722460457254,0.5261105525511034,Iris-setosa
+20,6.332439467312385,3.3103246733473792,6.063924121996733,2.5,Iris-virginica
+21,5.796155901749789,2.70993411267111,5.085654570919503,1.9140269316735725,Iris-virginica
+22,6.012177874498738,2.197379679097985,4.991224553912831,1.5180339675018097,Iris-virginica
+23,6.294466395191321,3.3941481403733413,5.597335435961873,2.4035044481025327,Iris-virginica
+24,5.55334847369824,2.506669841671446,3.8588296503929067,1.120345943277189,Iris-versicolor
+25,4.8076163163548795,3.406502955102764,1.9261447768998305,0.1984469394683288,Iris-setosa
+26,7.7021962582660635,2.817288189847356,6.6856625701600665,2.0434198114671163,Iris-virginica
+27,4.6010427824030735,3.5934454048939903,1.0000005738133622,0.2009231787230644,Iris-setosa
+28,4.816741337387328,3.3992612830881472,1.7050377201769746,0.2079288325607216,Iris-setosa
+29,5.499273256679037,3.0,4.508973159723384,1.4969399380626593,Iris-versicolor
+30,4.44121295215133,3.211552579840888,1.3292142766303456,0.189209801976795,Iris-setosa
+31,4.399863368742462,3.1939633562847174,1.2868522360103896,0.20055630921738146,Iris-setosa
+32,6.006395753891471,2.2027580926189425,4.021943896401252,0.9806805798863482,Iris-versicolor
+33,5.166742651700017,2.7087331951307863,3.8927668617411317,1.402722413361021,Iris-versicolor
+34,7.707452669441092,2.588379904726421,6.9,2.2975597019274483,Iris-virginica
+35,5.702798766831413,3.0,4.094513910489684,1.265297425047199,Iris-versicolor
+36,5.495996331696598,2.4175327803991746,3.717230168685941,1.0244601965698161,Iris-versicolor
+37,7.899999002624258,3.7973859736905964,6.388224729353922,2.0427294439056745,Iris-virginica
+38,5.016130431583756,2.000000613300857,3.5404166839394695,0.9364618922365131,Iris-versicolor
+39,5.126408704481717,3.334695877294417,1.5808752905478687,0.45690003961333503,Iris-setosa
+40,5.559104287113133,3.0,4.499906917145879,1.490437789172993,Iris-versicolor
+41,5.489344728593622,4.2,1.4110086596840365,0.1979134475916624,Iris-setosa
+42,7.675421203612553,3.0,6.066441722285122,2.2689854759914576,Iris-virginica
+43,4.996125715179107,2.0000005179191978,3.5667857968614025,0.9369460681114741,Iris-versicolor
+44,5.660109227695223,2.885816784486931,3.8751193142866516,1.2958875407746233,Iris-versicolor
+45,5.141889990639969,2.512319793127557,3.2174815394300653,1.1526450616212285,Iris-versicolor
+46,6.077435763661456,2.867584170831441,4.694073756441306,1.3845553814428129,Iris-versicolor
+47,6.091045065717822,3.3624094572067253,4.603040997482108,1.6589311867749448,Iris-versicolor
+48,6.302095981194501,3.3986650942621046,5.633974070973061,2.3940817827674388,Iris-virginica
+49,4.775673507286364,3.0,1.4027321969054567,0.2770037481317691,Iris-setosa
+50,5.827464093975147,2.8745028659869827,4.337269149750544,1.4166367877867472,Iris-versicolor
+51,5.502107016416086,4.199999028873805,1.3783246505582063,0.19472806639865953,Iris-setosa
+52,4.790049473948803,3.402803003964337,1.701770659389041,0.20052554558932698,Iris-setosa
+53,5.019243181023023,2.00000062247408,3.6007120440378975,1.014694640865275,Iris-versicolor
+54,5.015061744190556,3.0,1.5950989345658162,0.19753291924054223,Iris-setosa
+55,6.492783809683745,3.0,5.819634382447889,2.202352146404287,Iris-virginica
+56,5.149561884082743,3.3053634395545775,1.6138825148237066,0.45215629819199893,Iris-setosa
+57,5.809593441261247,2.7009416160211304,4.127573573051976,1.0278388056229926,Iris-versicolor
+58,5.197138726928819,2.7151797943163865,3.8963958088088906,1.4036867300107119,Iris-versicolor
+59,6.796479404779145,3.2182465651524716,5.843993669657545,2.3078744437352023,Iris-virginica
+60,6.7823001476571525,3.2049332766754537,5.906160642283239,2.2972608201537046,Iris-virginica
+61,5.656873114088839,3.0,4.532774232617554,1.5230842486233618,Iris-versicolor
+62,5.9701737264897545,3.2049802523347246,4.798855511932189,1.774171647780387,Iris-versicolor
+63,6.71100362032766,3.0,5.00560330403928,1.7014315618391702,Iris-versicolor
+64,4.986019020421352,3.6003594357914306,1.581814101870413,0.20847577465895825,Iris-setosa
+65,4.761211700971808,3.0,1.4019433896536975,0.2816090262894664,Iris-setosa
+66,5.473079494327934,3.0,4.489491359764434,1.4892267455601194,Iris-versicolor
+67,5.7080369967221944,2.850716696699684,4.4868704448943495,1.3847789130934833,Iris-versicolor
+68,5.902404598239023,3.2006222180029553,4.8092416910969495,1.7667519687876598,Iris-versicolor
+69,6.876490111897735,3.2009488764005654,5.6661251789401375,2.3094197003809542,Iris-virginica
+70,5.208298678857795,3.3983122402273978,1.4029279459966,0.19926686318551373,Iris-setosa
+71,5.981007083073874,3.3970830958375133,4.486908790379882,1.608401722619757,Iris-versicolor
+72,6.32969615763032,3.2951086949281274,5.993734189257504,2.5,Iris-virginica
+73,5.603363495583271,2.8928930370581907,3.5848979174097853,1.3186007392567745,Iris-versicolor
+74,6.936466599278267,3.099683448951062,5.077935242292092,2.3015634818132695,Iris-virginica
+75,5.78279174465431,2.6867286283581815,5.111552401425156,1.9059354043144416,Iris-virginica
+76,5.137144113754217,2.614648386037943,3.7440276153459284,1.3260520068070347,Iris-versicolor
+77,5.609625653889973,2.8944408670307253,3.6435668122093756,1.3053726469868778,Iris-versicolor
+78,4.601796029701945,3.1239889127602694,1.4640268771634344,0.19612216947281022,Iris-setosa
+79,6.057969601938391,2.6716027435521132,5.023259531259505,1.8675736522632451,Iris-virginica
+80,5.012150436096179,2.0000006267133354,3.4617190435596665,0.9979286471646273,Iris-versicolor
+81,6.679391479763778,3.0,4.998783122910645,1.6966284755893204,Iris-versicolor
+82,4.402684201795076,2.9098843059715267,1.4012229312071056,0.20175761484814406,Iris-setosa
+83,5.997092541699942,2.1904746752549946,3.9642400433368383,1.0130218422118484,Iris-versicolor
+84,4.408577429939292,3.1913035725761083,1.2901855486491867,0.2007020828722429,Iris-setosa
+85,6.423323284585536,3.060371614378401,5.548381879694146,2.257267042359667,Iris-virginica
+86,5.352802575507715,3.0,4.504520004103274,1.507712263492161,Iris-versicolor
+87,5.634703701695628,2.9066356552176518,3.804002460886094,1.3087401791718252,Iris-versicolor
+88,6.8461110868306205,2.791169781401875,4.785658073104413,1.3871020434273962,Iris-versicolor
+89,6.8522611086032645,3.1931914160119113,5.681611949751601,2.293460433832717,Iris-virginica
+90,5.568250323953362,2.5054411252863034,3.874861348786321,1.093013273080255,Iris-versicolor
+91,5.010231512755899,2.0,3.6349369153331037,1.0095206360597557,Iris-versicolor
+92,5.218790539095383,3.3986389988601347,1.3860537642775075,0.20175404244905606,Iris-setosa
+93,5.895540307915314,2.8122223016364263,4.606268170374753,1.2522232889385931,Iris-versicolor
+94,5.0359785853062125,2.0000005823364324,3.266207608510504,0.953609645418231,Iris-versicolor
+95,6.590434934925348,2.8688666771582287,4.698359099669929,1.532370906291252,Iris-versicolor
+96,6.6799683465564685,3.0,4.974672834180716,1.6966714767862843,Iris-versicolor
+97,6.2765494521575675,3.3056625798211092,6.052575607768837,2.4999998019121294,Iris-virginica
+98,4.5993537503991435,3.6189730199936583,1.0,0.18589064933372446,Iris-setosa
+99,5.596328550398873,2.4659899766048445,3.9009818124995195,1.1085236568081864,Iris-versicolor
+100,5.98571195014529,2.897836053271005,4.503346142827349,1.478088123226616,Iris-versicolor
+101,5.594412606433599,2.5023750679822045,3.969156838803577,1.1016523831940197,Iris-versicolor
+102,5.444781913313956,3.0,4.495370986157269,1.4974369310745337,Iris-versicolor
+103,6.687975667095544,3.0615531693524707,4.634604891661361,1.4728688776633336,Iris-versicolor
+104,6.054170034187339,2.8052933230779864,4.670290209648671,1.214703933301276,Iris-versicolor
+105,5.784348968610379,2.82394086907101,5.1372986816681,2.397958096633916,Iris-virginica
+106,4.300000523908591,3.0,1.1025638154503565,0.1,Iris-setosa
+107,5.032222370703576,3.7713247981968485,1.5837527608856967,0.19917571215024618,Iris-setosa
+108,5.811734335999913,2.6980144151676484,4.069894380318954,1.0419537482524959,Iris-versicolor
+109,5.589898055591298,3.6336809804523393,1.5576621079090263,0.36014238712180585,Iris-setosa
+110,5.711844539779961,3.804302560146909,1.5968959436826493,0.2941474682252789,Iris-setosa
+111,7.7121772213822934,2.6074534791436346,6.9,2.303310640486997,Iris-virginica
+112,6.033609094386538,2.912288132857332,4.520927005054645,1.4911374942504019,Iris-versicolor
+113,5.511359442308524,2.5533017640521254,4.13404613414842,1.3211721493566273,Iris-versicolor
+114,4.786008671209173,3.0,1.4062586520510814,0.3229928729697208,Iris-setosa
+115,4.3,3.0,1.1005442084256125,0.1,Iris-setosa
+116,5.213469474428047,3.404122436945539,1.3987422782501613,0.2020508409413023,Iris-setosa
+117,6.5811075456451835,2.511734786846902,5.4176284544905124,1.8249964659420637,Iris-virginica
+118,6.0902323217229455,2.6030674161394116,5.559186069280301,1.4145869146406187,Iris-virginica
+119,5.120201597305431,3.7760298295664656,1.595963470360415,0.20027606656121485,Iris-setosa

iris/tab_ddpm/0/2/test.csv

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