a

iris/tab_ddpm/5_0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.64806155147799,3.0,6.371513203894264,2.1764041363380886,Iris-virginica
+1,6.218179886127346,2.717643808461277,4.88180662204452,1.7591250679707255,Iris-virginica
+2,6.491085554473377,2.793031889887847,4.554750187341092,1.4832421032257597,Iris-versicolor
+3,5.826291759849446,2.7015627644323468,5.109713562935718,1.9011793247100028,Iris-virginica
+4,5.444982282826313,3.0,4.523171352814802,1.499542040372369,Iris-versicolor
+5,6.087215795381194,2.5903521399409213,5.488137092729906,1.4036373486374907,Iris-virginica
+6,4.990861410990876,3.6095944282099524,1.377895456860931,0.20174765178373363,Iris-setosa
+7,5.986027735310989,2.2224511169986023,3.98296191960656,1.0237655589115489,Iris-versicolor
+8,6.695340895404468,2.8125354496321027,4.7057941238702385,1.47381681148501,Iris-versicolor
+9,4.797766753638366,3.0,1.4086625957598076,0.1,Iris-setosa
+10,5.339880654047596,3.0,4.500657459089124,1.5171872346402735,Iris-versicolor
+11,5.118675584282482,3.7601642776691575,1.5439070827060226,0.1979290114856453,Iris-setosa
+12,5.586025422521487,2.4922016744246815,4.026652601544356,1.2493314382930472,Iris-versicolor
+13,5.21662968946749,2.633035684760542,3.8084801721681965,1.350756418675264,Iris-versicolor
+14,5.56108829324343,2.3894550264506123,3.730234576870858,1.0079664118703684,Iris-versicolor
+15,6.590554164503962,3.0,4.436192674526412,1.4109007236136468,Iris-versicolor
+16,5.486000436115884,2.518476101196916,4.011321854910279,1.318511259183651,Iris-versicolor
+17,5.519565648181451,4.2,1.418543901247177,0.19983534720764387,Iris-setosa
+18,5.585423643291789,2.45497759157314,3.85322099424414,1.0752584580356783,Iris-versicolor
+19,7.652328653678243,2.8852708419144193,6.645527625596781,2.0378745432430656,Iris-virginica
+20,4.791896541416044,3.0,1.3850680915797424,0.2753986650049609,Iris-setosa
+21,5.8105418036663155,2.6960536278653264,5.097891410627581,1.897576241053285,Iris-virginica
+22,4.518003643022861,3.219745505819631,1.347312424435812,0.1982117543340544,Iris-setosa
+23,5.853811460335143,2.2598181652687126,3.9564647831869166,1.026517789037077,Iris-versicolor
+24,4.925695278737438,3.080929817085466,1.5124066689577416,0.1000000923252023,Iris-setosa
+25,6.01455738584698,3.3922583519360274,4.53755814836917,1.5964435850030465,Iris-versicolor
+26,5.8764767944704,3.1686009987951147,4.753384278065268,1.7418464544567667,Iris-versicolor
+27,6.532955869756549,3.1768813813074592,5.265921202885077,2.2170889618720406,Iris-virginica
+28,6.23028239972342,3.3966089932859793,5.51226508840224,2.401854272341572,Iris-virginica
+29,5.11557774964856,3.291081687072211,1.7081260497984054,0.48561241782128195,Iris-setosa
+30,6.290419256784072,3.320076131258929,6.027240075672389,2.5,Iris-virginica
+31,6.092830659479386,2.793598914355602,4.674685149867135,1.2248283073979471,Iris-versicolor
+32,4.780110231563977,3.0,1.3861033882722404,0.3800041404306286,Iris-setosa
+33,4.300000570168292,3.0,1.1079227279535568,0.1,Iris-setosa
+34,5.021870188631406,2.0,3.632253290582898,0.8389092447106161,Iris-versicolor
+35,7.6101374073117025,3.0,6.456240454983707,2.117787685401891,Iris-virginica
+36,6.81082053320933,2.8036349174050126,4.799346333649018,1.4049013255197904,Iris-versicolor
+37,5.03386098768968,2.0,3.674881851433829,1.0251261242500316,Iris-versicolor
+38,6.509162150984733,3.206264243145445,5.076257412709673,2.0112924693460545,Iris-virginica
+39,5.969835554191906,3.296671773436102,4.660047887961148,1.7165381340647632,Iris-versicolor
+40,4.808166348603473,3.40813825780468,1.6206779354674934,0.2016232857574539,Iris-setosa
+41,5.056743046493794,3.3354912251972286,1.595339753020026,0.4464525178713443,Iris-setosa
+42,6.903107252632542,3.083420496270415,5.117553613178342,2.2857789993982442,Iris-virginica
+43,6.02307605897107,3.402921548136844,4.472896183624348,1.591237064261037,Iris-versicolor
+44,6.385335848665883,3.262635714411015,4.726124744114569,1.588468795445615,Iris-versicolor
+45,6.003188540368277,2.8529475235000183,4.644456729274391,1.353482440622762,Iris-versicolor
+46,6.21151957245731,2.769183596836855,4.833829371313441,1.7915889322001881,Iris-virginica
+47,4.772387845457311,3.0,1.391618550829726,0.3136229927082174,Iris-setosa
+48,6.24394994832136,2.7519635372205857,4.835809266933459,1.8093854379602268,Iris-virginica
+49,6.214785547258623,3.400398390387936,5.375752603120178,2.2818403342683555,Iris-virginica
+50,7.696170535352176,2.566941889635001,6.9,2.290178269806973,Iris-virginica
+51,5.00375137843309,3.3853386384058495,1.6280535670644165,0.41356195925772266,Iris-setosa
+52,5.011711859358374,3.3926495745567284,1.5978440666147535,0.333728590365724,Iris-setosa
+53,7.693421295035394,2.584613664374482,6.899998807366209,2.28392245788977,Iris-virginica
+54,7.606478981057082,3.0,6.604367298549412,2.0854479845593037,Iris-virginica
+55,5.478681456038217,3.0,4.523342012672961,1.4766326944665737,Iris-versicolor
+56,4.947050760542863,2.0,3.450862281378547,0.9539620746012751,Iris-versicolor
+57,7.709100326164321,2.601515241850744,6.899998852819923,2.2773324860061304,Iris-virginica
+58,5.029658690293943,3.56808640597694,1.4013024548246267,0.20159200302648814,Iris-setosa
+59,5.603423103159879,3.0,4.5241435911874675,1.4807819785026053,Iris-versicolor
+60,5.283749764334722,2.5063136058985394,3.6630896090300555,1.249370035383596,Iris-versicolor
+61,4.803013955912871,3.402430943496276,1.7928843506265526,0.20005077146924582,Iris-setosa
+62,5.104692909860617,3.3207212617291844,1.6754981172539576,0.4465849264318352,Iris-setosa
+63,6.28614974043555,3.400173357085377,5.5300274510549,2.386998519216042,Iris-virginica
+64,6.009701816207545,2.8565129945304055,4.486683536984915,1.46904604240038,Iris-versicolor
+65,4.5676502218036745,3.128276175637229,1.452663138968366,0.1987829229731734,Iris-setosa
+66,5.507954497925719,2.410442874514343,3.7219089574446067,1.0098355319696586,Iris-versicolor
+67,7.704859118092087,2.5964393495893234,6.9,2.300375003007416,Iris-virginica
+68,4.9938775862178915,3.0,1.5959726975395094,0.20258525005734018,Iris-setosa
+69,6.294640170358478,2.4722954917612823,4.99964405232117,1.9014870482017139,Iris-virginica
+70,6.300370960044893,3.3961235536966834,5.639697839715267,2.397272122904906,Iris-virginica
+71,6.879140823523054,3.2064685176470245,5.83599767703044,2.22242574241909,Iris-virginica
+72,5.870025094677471,3.207820215348207,4.80582242188312,1.8357709181981279,Iris-versicolor
+73,6.528017775852324,3.178740400867501,5.088092841081428,1.9831799337399383,Iris-virginica
+74,4.593694358881029,3.5717080868770483,1.000000497022679,0.19894411439348297,Iris-setosa
+75,5.045988664234839,3.3457606554831694,1.5923121192870209,0.46591475170252167,Iris-setosa
+76,5.095249598511773,3.526575583226447,1.3901028709652987,0.2006643636188716,Iris-setosa
+77,4.388347439469922,2.889242319465848,1.3873253824423277,0.19865999154661984,Iris-setosa
+78,5.5534978702858355,2.3506843384149536,3.7928341646296024,0.9155211180692838,Iris-versicolor
+79,4.300000575384522,3.0,1.09983762718983,0.10000011546531411,Iris-setosa
+80,4.395260616767657,2.875794590509966,1.4109463431117917,0.1994216103413724,Iris-setosa
+81,5.998213851004625,3.4043793658409074,4.514587170255288,1.6103122975484758,Iris-versicolor
+82,4.982188353476937,2.0,3.6147751365228054,1.015722260482241,Iris-versicolor
+83,5.142507063679269,3.4100859071890133,1.4139240339420776,0.20832727948584184,Iris-setosa
+84,5.939114489270767,3.195140861294484,4.79234049210728,1.7770985870555998,Iris-versicolor
+85,5.624188288551696,3.0,4.418115594840429,1.407578460954556,Iris-versicolor
+86,5.092712384742423,2.4706523699592755,2.9575364944986338,1.1042739325185473,Iris-versicolor
+87,6.573105420339688,2.8189765969918543,4.675029641041379,1.5108681368423893,Iris-versicolor
+88,6.7108978144467475,3.1027874707572938,4.736969930740579,1.5100378766355924,Iris-versicolor
+89,5.021625207341931,3.2687602176034587,1.6948402878612807,0.21562264408949972,Iris-setosa
+90,6.231098125006876,3.316965238082505,4.663725945827975,1.5907589675652292,Iris-versicolor
+91,6.197447134483702,3.3912273043946164,5.437229282428286,2.3116426601019513,Iris-virginica
+92,7.6943180214746985,3.0,6.115621133476384,2.2953783146214572,Iris-virginica
+93,5.079748662115741,3.279090176949662,1.7002062534229232,0.4832846907166217,Iris-setosa
+94,6.503544174299605,3.0,5.837508645966897,2.196521147562867,Iris-virginica
+95,4.62889052065389,3.1669314308698233,1.4511118800989165,0.2010234434935331,Iris-setosa
+96,4.830633364911971,3.0,1.4423736018922426,0.10000009671817513,Iris-setosa
+97,4.300000543974203,3.0,1.1007328324799297,0.10000009988705776,Iris-setosa
+98,6.916894556040958,3.114330931746199,5.175801550382141,2.3018451313922728,Iris-virginica
+99,6.085714606418872,2.890672179754851,4.576011223576907,1.4753328939824253,Iris-versicolor
+100,5.528099130107327,3.627608460625233,1.5306929022960716,0.4094524776751036,Iris-setosa
+101,5.804022028125432,2.6909736116825558,5.121409012623993,1.8700860434682702,Iris-virginica
+102,6.4075709644438925,3.2020574645555677,5.296948361050973,2.307393307859854,Iris-virginica
+103,5.080132092645835,2.50625077402456,2.964805179137439,1.1276542024630891,Iris-versicolor
+104,6.595566639846211,3.0,4.409118534604863,1.4063052521014718,Iris-versicolor
+105,6.717632282127249,2.46333216302557,5.818445789220536,1.8032762860571403,Iris-virginica
+106,5.913927881035256,3.204782285355588,4.779468217756249,1.7685951520116527,Iris-versicolor
+107,7.6988567042365155,3.0,6.088096005775778,2.2911776245010484,Iris-virginica
+108,7.673912145669033,2.5697778677595076,6.9,2.276196984434013,Iris-virginica
+109,5.005431194155711,3.0,1.6798827428747272,0.20308671139049583,Iris-setosa
+110,6.231115302769574,2.7170018137260294,4.864984067520063,1.7902861568855266,Iris-virginica
+111,6.108020661622805,2.8138426191597743,4.720928103670589,1.2013797053652606,Iris-versicolor
+112,6.608170385698022,3.160454688133647,4.756669626620347,1.545427369954625,Iris-versicolor
+113,4.913936032841785,3.1209105964846935,1.5189031836112477,0.1,Iris-setosa
+114,6.69512234662472,3.0855624587201596,4.714012165760132,1.499740376990274,Iris-versicolor
+115,4.807233055009184,3.39310328876657,1.881819905575306,0.19797338888575397,Iris-setosa
+116,5.226398907634961,2.7681417279247307,4.044158949207554,1.4298944205710533,Iris-versicolor
+117,6.685047473045497,2.9907644818365404,4.882669613316642,1.623014191908703,Iris-versicolor
+118,6.459787246204159,3.0,5.82007569826184,2.145508921803198,Iris-virginica
+119,5.009428915884232,3.630887006580618,1.3617680135488988,0.20335153148562937,Iris-setosa

iris/tab_ddpm/5_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/5_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/5_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/5_0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.5450095798696735,3.145072340804158,1.417254183782835,0.20240229057498613,Iris-setosa
+1,4.3000010890593625,3.0,1.1133323520543257,0.10000015505881771,Iris-setosa
+2,4.3,3.0,1.10572090802468,0.10000013068352225,Iris-setosa
+3,5.501635416162295,4.199999041260196,1.3985062544690812,0.1992197457426882,Iris-setosa
+4,5.701138863293695,2.84489940578176,4.201829889077727,1.2540705697593921,Iris-versicolor
+5,4.803679471246364,3.0,1.3798626238353977,0.3162768176555056,Iris-setosa
+6,5.711176429015514,2.7927537400330418,4.416310366812947,1.3756113993595314,Iris-versicolor
+7,6.065325812414315,2.824723343113744,5.397838784928533,2.037387024065418,Iris-virginica
+8,6.061108037090315,3.3932542600798676,4.526068813652449,1.5986758080836851,Iris-versicolor
+9,5.0476358164460855,2.503329581727037,2.81477967888601,1.066087766136766,Iris-versicolor
+10,6.643323787657869,3.0068353474926877,4.818728077331989,1.5365749117923013,Iris-versicolor
+11,5.595597308167645,2.914068016536074,3.5766616684183528,1.282805584252246,Iris-versicolor
+12,7.2316488216520245,3.189773951890528,6.014572228832194,1.8047018347085346,Iris-virginica
+13,6.6804407131139305,3.0,4.999638886016339,1.717443551347424,Iris-versicolor
+14,4.400585291390524,2.901776359989489,1.3825958337734512,0.1991994750877629,Iris-setosa
+15,5.122222116773937,3.2690222466367773,1.6963830432832516,0.3033609241022922,Iris-setosa
+16,5.008095461802984,2.000000452426453,3.3461203192328615,1.0138435856357675,Iris-versicolor
+17,5.059690952552425,3.0,1.7532354094808185,0.20087171309567187,Iris-setosa
+18,6.066861685495806,2.9049235106433002,4.671462230331411,1.432373039029717,Iris-versicolor
+19,6.45255288519732,3.21485867723847,5.195290561107999,2.064368500268054,Iris-virginica
+20,7.668734443033928,3.0,6.240871347334783,2.2426151149976405,Iris-virginica
+21,6.325652346115877,3.2896019152506173,5.9817662775448,2.5,Iris-virginica
+22,7.700503192970288,2.594592091539086,6.89999854844642,2.3074486418428393,Iris-virginica
+23,7.237734721678737,3.1886784211152093,6.050863120241277,1.8023562187468403,Iris-virginica
+24,6.581869108395451,3.0,5.7899929572436655,2.2332247755327685,Iris-virginica
+25,4.610320093444068,3.111572448705072,1.5123297751333447,0.19910136141465212,Iris-setosa
+26,5.0876991913312715,3.5161162169527116,1.4049906463349462,0.20466563194061427,Iris-setosa
+27,6.9416146470593825,3.195541749282105,5.83696147726025,2.3022188262215164,Iris-virginica
+28,7.899998870396445,3.831593458959796,6.449061216991727,1.991122225153445,Iris-virginica
+29,6.002679750374063,2.9467960091715093,4.555775704904266,1.5485849777673641,Iris-versicolor
+30,6.106036677390393,2.8154012669961075,4.698467124153921,1.200955600348131,Iris-versicolor
+31,5.804814700298453,2.767154313078684,4.301128306992116,1.122168630947819,Iris-versicolor
+32,6.716531484880716,2.5079046709064974,5.786247454423146,1.7939511035701166,Iris-virginica
+33,7.251171287031218,3.199291018833408,6.120729625124011,1.7794410358842363,Iris-virginica
+34,6.237647869359422,3.4006196744464314,5.470968923978648,2.3200610826761103,Iris-virginica
+35,5.416342030923143,3.8836555319279245,1.3078768855830099,0.3774947920496999,Iris-setosa
+36,6.263846806104907,2.674100097673616,4.861927144190107,1.7966635197920793,Iris-virginica
+37,6.68830904212291,3.0,4.976320660536571,1.71549412074055,Iris-versicolor
+38,5.845212257794054,3.22906474460511,4.358578417935082,1.4252663575349538,Iris-versicolor
+39,4.568115047483298,3.6310854873319047,1.0,0.19606267703824087,Iris-setosa
+40,5.17097917698336,3.409438232146832,1.3735962592471098,0.19543933692935705,Iris-setosa
+41,4.777950988853431,3.0,1.404899338607754,0.10000011788803133,Iris-setosa
+42,6.050971313629873,2.9053816386991165,4.657024512951559,1.4116148839540517,Iris-versicolor
+43,6.744200132622682,2.7839725411437466,4.769383681515025,1.4181871257561216,Iris-versicolor
+44,5.69803980820118,2.9094953896181424,4.056662564482616,1.2414664514576361,Iris-versicolor
+45,5.701049506242318,3.7952272508086073,1.8548857444732136,0.3163737713158715,Iris-setosa
+46,6.2850837871694,3.3956816390260793,5.506679423751162,2.3649036314205367,Iris-virginica
+47,6.210103526027312,2.180059863599904,4.47241957563946,1.4940568544198007,Iris-versicolor
+48,4.983387219899295,2.000000729705251,3.5149765666417903,0.9721914843622753,Iris-versicolor
+49,4.7889088125117745,3.397552302100621,1.5931573364567189,0.19915063712846448,Iris-setosa
+50,5.889790311750266,3.1937668237420853,4.809899661393208,1.8080747229642127,Iris-versicolor
+51,4.99171620860667,3.0,1.594852836023704,0.19815955573608812,Iris-setosa
+52,5.75037239878606,2.8235446912791873,4.3470580712041444,1.3570255359831116,Iris-versicolor
+53,6.104894046567653,2.6031388523486054,5.590801292242244,1.4163270095249654,Iris-virginica
+54,5.769349169363822,2.7821828600684944,5.1056720465853225,2.4049461444475635,Iris-virginica
+55,4.803651547584874,3.399579301339693,1.62369940828761,0.2007610635437546,Iris-setosa
+56,6.794196623364248,3.2055676014850683,5.809317974167129,2.3025746792337465,Iris-virginica
+57,5.658422352091832,2.985494181571957,4.155473326004172,1.2447701905847834,Iris-versicolor
+58,5.795416414242994,2.7137633903555356,5.097648176109257,1.9419494527029024,Iris-virginica
+59,5.005985461004081,3.0,1.6259937969695688,0.2013871268519813,Iris-setosa
+60,6.019779442323112,2.9231320611776654,4.605595629074966,1.4383214173879963,Iris-versicolor
+61,6.863760765682779,3.0815517906767607,5.090146189281992,2.301817282215805,Iris-virginica
+62,4.807472301069316,3.3992602763203514,1.890830975791744,0.19814068831629728,Iris-setosa
+63,4.605570459844645,3.090217668024913,1.522434564710829,0.20185165632770044,Iris-setosa
+64,4.3,3.0,1.1051537778015292,0.1,Iris-setosa
+65,5.4717048666883015,3.0,4.5300106186333835,1.503355189989882,Iris-versicolor
+66,5.352234648455807,2.44938960786504,3.618513388208702,1.0665230894036903,Iris-versicolor
+67,5.085713542540713,2.475019293124218,3.0143711400370963,1.1002735501174128,Iris-versicolor
+68,5.3084554105885555,2.4663336559944025,3.4773997534589016,1.039120874953032,Iris-versicolor
+69,4.3,3.0,1.1050790090757483,0.10000009021672765,Iris-setosa
+70,5.006822845501841,3.0,1.7687812050573912,0.19998802432444246,Iris-setosa
+71,5.693584164496874,2.4285688432289927,3.975927463704558,1.0933886378609874,Iris-versicolor
+72,4.815804924817505,3.0,1.3956404822333777,0.30603146537281295,Iris-setosa
+73,5.503688119373353,3.0,4.511276201233801,1.5007339581352048,Iris-versicolor
+74,5.542935918464754,2.4134197523493883,3.7721545160293437,0.9977424207090845,Iris-versicolor
+75,5.605160979858504,2.9082811295669937,3.662439019550678,1.3030179734714689,Iris-versicolor
+76,5.232486623479712,2.711915740356198,3.918763278285505,1.4120974347937556,Iris-versicolor
+77,4.574292049626651,3.0974960775423406,1.4953058082213295,0.19969037443494575,Iris-setosa
+78,5.091757609393151,2.4876733740018113,2.9034838035032062,1.0779054047696073,Iris-versicolor
+79,6.499771742423989,3.190412377612175,5.144638919357329,2.027891718379673,Iris-virginica
+80,4.300000652138136,3.0,1.1175635382328304,0.10000020782734174,Iris-setosa
+81,5.101114074225448,3.4098860943872946,1.3916996789578309,0.20066664536260218,Iris-setosa
+82,6.094351649370152,2.6024699858322378,5.577839308292513,1.3925980159643099,Iris-virginica
+83,5.996246303984163,3.3955189946463156,4.4887912379515384,1.5740840868395678,Iris-versicolor
+84,6.870860219067221,3.095446598103953,5.111302898346923,2.3040098845375927,Iris-virginica
+85,7.683993454916112,2.6250378449438525,6.8999980785415,2.255635199584862,Iris-virginica
+86,7.049803862453212,3.1982027446532837,5.775043109804376,2.2278915209367596,Iris-virginica
+87,7.70346319906798,2.7937722711929904,6.715819478347548,1.992696917832189,Iris-virginica
+88,7.7053558163780185,2.608169457475097,6.9,2.2842066760128756,Iris-virginica
+89,4.39437041041226,2.9220099221890616,1.382619795343527,0.19960616670272874,Iris-setosa
+90,5.997042250833324,2.1924499952597554,5.007593407847326,1.5093424501624515,Iris-virginica
+91,6.262244340214124,3.317411483811891,4.679580631773142,1.603057030390847,Iris-versicolor
+92,6.532447212136958,2.796488708897927,4.633052647409098,1.4826514729534637,Iris-versicolor
+93,6.035356100082394,2.8386369019859967,4.628924105072754,1.325909736616768,Iris-versicolor
+94,6.671871125331802,2.503124091638497,5.761401815084427,1.7945058892804777,Iris-virginica
+95,5.255812495181047,2.763407282033214,4.057680716434923,1.420663713313285,Iris-versicolor
+96,5.167668117269683,3.4090701222825657,1.3884403827013667,0.19854999598337447,Iris-setosa
+97,7.699119648222114,2.609210535849907,6.8999987388927515,2.307962122338115,Iris-virginica
+98,6.60713206814839,3.17748355767174,5.218722026836765,2.135412368040503,Iris-virginica
+99,7.689949954787216,2.7816271837096918,6.69937197288998,1.9869385005644022,Iris-virginica
+100,7.725863916211044,2.605546189232838,6.899998902748269,2.2773538250949112,Iris-virginica
+101,5.998740264894582,3.4009857005835573,4.526578100399934,1.5881709215903566,Iris-versicolor
+102,5.517278035746472,3.0,4.4988911390804915,1.4953956632268128,Iris-versicolor
+103,6.177630359596277,2.8322189467264494,4.762902237686176,1.7909241824842006,Iris-virginica
+104,7.004636634033993,3.1005100875508615,5.185394500730903,2.302679629270187,Iris-virginica
+105,6.0049827129410165,3.399064454519073,4.491451925231368,1.5845785902843257,Iris-versicolor
+106,5.686385322949286,2.916747189729689,4.189255100866231,1.2755488907550956,Iris-versicolor
+107,5.665710621560281,3.0,4.037088124966401,1.2708759338012576,Iris-versicolor
+108,7.23714306062865,3.2029003984603954,6.017696176673544,1.8216187547167317,Iris-virginica
+109,5.783328565907506,2.7265015629931937,4.193531593641216,1.0211439702272318,Iris-versicolor
+110,7.685444741616789,2.597576996555922,6.9,2.287153601818954,Iris-virginica
+111,6.914302319275154,3.198186706807864,5.71560061954192,2.298447323407561,Iris-virginica
+112,6.270260629247872,2.4847676404349,4.993623499710902,1.8740845873193388,Iris-virginica
+113,4.3,3.0,1.0816367586794793,0.1,Iris-setosa
+114,4.412425740813218,3.1372022760291456,1.3022408951314477,0.199642245049833,Iris-setosa
+115,4.884865800673288,3.0945878785122947,1.5101245982170397,0.1,Iris-setosa
+116,6.869874163020747,3.104934375246316,5.109926479361432,2.2907984930397807,Iris-virginica
+117,6.801042674555714,2.7991088436079554,4.790275252587454,1.379213603474985,Iris-versicolor
+118,5.554772414290371,3.8020139157667945,1.4471624211115468,0.3906454094729,Iris-setosa
+119,6.352595214333752,3.2836197228197332,4.703819162727143,1.581192706634687,Iris-versicolor

iris/tab_ddpm/5_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/5_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/5_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/5_0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5137780894284365,2.500201860029816,3.9737810755458347,1.2984556811510533,Iris-versicolor
+1,6.063528230396113,2.8908265742639583,4.712261554313875,1.38709395546325,Iris-versicolor
+2,6.2501278116275305,2.728134192674743,4.870374316399641,1.8129943740050123,Iris-virginica
+3,6.00953181774762,3.4010905570830348,4.478310599216252,1.5995971924357102,Iris-versicolor
+4,6.643486326314653,3.064569065142136,5.8161023611320815,2.2649991800676346,Iris-virginica
+5,5.01380977327757,2.0,3.4620957757601545,0.9668248899652073,Iris-versicolor
+6,5.215744063042238,2.495804052053807,3.211459809431295,0.9938363164057783,Iris-versicolor
+7,5.799651399280435,2.7011272912537656,4.077123971907582,0.9880091655718758,Iris-versicolor
+8,6.636626429796807,2.8558362097251795,4.668333302960841,1.4917813575429764,Iris-versicolor
+9,7.645476968484016,2.603873056594475,6.899997855162702,2.274137598997739,Iris-virginica
+10,5.01435834965461,2.0,3.6104401791637875,0.9527449459781788,Iris-versicolor
+11,5.020862309929914,2.0,3.3503959601926887,1.068854251110465,Iris-versicolor
+12,4.801327429049199,3.3727547427517313,1.684564847496954,0.20139909258129862,Iris-setosa
+13,6.759533642818993,2.515508046728385,5.978102176268867,1.8230302084753252,Iris-virginica
+14,4.9754998559980175,3.597772127756442,1.380132315015052,0.20076711838401262,Iris-setosa
+15,5.528960680586703,2.448651195408196,3.963144937477873,1.2290119332879497,Iris-versicolor
+16,4.801528280329373,3.3954115479679996,1.8161498004775916,0.20132550063260773,Iris-setosa
+17,7.688591591606035,3.0,6.178393035250982,2.2875277880446934,Iris-virginica
+18,5.582849202304072,3.0,4.4753674656987155,1.4878010763806078,Iris-versicolor
+19,5.986312156951705,3.4063140301972004,4.493540880793743,1.5895083597111215,Iris-versicolor
+20,4.86963903917871,3.3931479576352697,1.593525698135007,0.2271912040540256,Iris-setosa
+21,4.6208652916837325,3.095070502270383,1.5176274100383227,0.19793768282346516,Iris-setosa
+22,6.051278159071625,2.8964984548260175,4.642143906812148,1.4375098138861775,Iris-versicolor
+23,5.911050827956021,3.1985180234775212,4.821300574244198,1.7945318787833626,Iris-versicolor
+24,6.466644299892067,3.2220896306490827,5.1750342571800685,2.1196644343088287,Iris-virginica
+25,6.381893124777692,3.2149680723513416,5.310888122782289,2.3104618249992694,Iris-virginica
+26,4.813323498881471,3.0,1.4070213971239616,0.10000010853809023,Iris-setosa
+27,7.9,3.7765362224561456,6.361021249530956,1.9272794583218915,Iris-virginica
+28,5.359870608592166,3.4029836196129772,1.4946874575282436,0.4640255033953929,Iris-setosa
+29,6.108913174713628,2.591823831290752,5.5321771608333705,1.4215790599680866,Iris-virginica
+30,4.406551168612801,3.163231928594194,1.3169285459977997,0.20028586236989124,Iris-setosa
+31,6.703638950148705,3.0,4.9922148222621505,1.6912788442265938,Iris-versicolor
+32,6.2744817055342565,2.724938181143021,4.870973542264209,1.7668911700171812,Iris-virginica
+33,7.70899170849555,3.0,6.101546395953786,2.299680613209411,Iris-virginica
+34,5.031158253147508,3.6036632880336033,1.4045119416022975,0.20286782115769939,Iris-setosa
+35,6.274568597906188,3.4002418250563977,5.551931446886914,2.3853284498388794,Iris-virginica
+36,5.982903179699146,3.4009382757069884,4.5163681378731555,1.6157505863574297,Iris-versicolor
+37,5.1001283425012645,3.324585059002751,1.7283288402174195,0.48279742588185637,Iris-setosa
+38,5.2100517221140885,3.397353789034512,1.4006351466509575,0.2020814528804154,Iris-setosa
+39,5.551587099676436,2.495209246820176,3.8990499126077953,1.1310468403202916,Iris-versicolor
+40,5.832376874915276,2.7241988884707338,4.224574443021109,1.0169657044100888,Iris-versicolor
+41,6.398544276172669,3.216114164601731,5.32301344088894,2.3033549244733598,Iris-virginica
+42,6.710114983894678,3.0,4.991231062666171,1.707865929301597,Iris-versicolor
+43,5.791728279730246,2.795564970926474,5.094202329773233,2.405116847532952,Iris-virginica
+44,5.404153037777106,3.891678034467563,1.3326571436055337,0.35630973191784815,Iris-setosa
+45,5.004211648480837,2.0000006677341267,3.366877207629801,1.0070227739049178,Iris-versicolor
+46,5.695319926645295,3.7726472718544297,1.6521820359616652,0.3777621105794407,Iris-setosa
+47,5.055286684403642,3.6121749614154397,1.4042041220773436,0.20374652902130402,Iris-setosa
+48,5.809907278240153,2.657047002698784,4.109135716887096,0.923368855214149,Iris-versicolor
+49,6.465374317306618,3.1970762320086705,5.168640584441233,2.1391104196314235,Iris-virginica
+50,6.010091143661198,2.193273876090956,5.026993126615616,1.4880922001769878,Iris-virginica
+51,6.239401033865929,2.1662698851394557,4.439824608628064,1.5048087068923588,Iris-versicolor
+52,5.522648656058836,3.0,4.437691718525248,1.4593081435423243,Iris-versicolor
+53,6.222581068165702,2.1873691481576074,4.469398690525105,1.47853207358232,Iris-versicolor
+54,5.927459867757752,2.8087326579984384,4.620392647211394,1.268898314828773,Iris-versicolor
+55,6.013757865461357,2.2130344828764903,5.003744494139051,1.5172788790902434,Iris-virginica
+56,5.88221475857946,3.1880624934799155,4.789527182927897,1.7845243527347465,Iris-versicolor
+57,5.902668311747665,3.208956680944717,4.788159115169319,1.7883835978222558,Iris-versicolor
+58,5.798180586301083,2.695892267169585,5.127414407035394,1.8956727679912353,Iris-virginica
+59,6.854366273038025,3.2017820491637203,5.600405259311314,2.29332619363028,Iris-virginica
+60,6.181503266419365,2.2032345681546865,4.481298947771712,1.4866638170553532,Iris-versicolor
+61,6.025570818099622,2.198912986881515,5.030565000783041,1.5013359168841482,Iris-virginica
+62,6.197392745269741,3.3774381952648795,5.383706907890871,2.29094346950692,Iris-virginica
+63,6.189249096943773,2.805753279705866,4.772547834128015,1.801237793289764,Iris-virginica
+64,5.469325100242868,3.0,4.521233404470487,1.498318840375423,Iris-versicolor
+65,5.1237966227079434,2.5256246864594556,3.3339309855311843,1.2188784015072733,Iris-versicolor
+66,4.300000985446854,3.0,1.1140459558291302,0.10000009149894999,Iris-setosa
+67,6.196833403388529,2.2101609476592983,4.533230698239465,1.5070605487297843,Iris-versicolor
+68,5.8198181031639,2.8260439304564726,4.5681171921003765,1.3211374630987904,Iris-versicolor
+69,7.092711251696327,3.17832813900482,5.720790915074826,2.176437230501221,Iris-virginica
+70,7.682716403158719,2.7926417208699053,6.678679806210751,2.015786577108575,Iris-virginica
+71,6.6289383423133685,3.0,4.457011779767022,1.4200972442594109,Iris-versicolor
+72,6.519986522533348,3.0,5.9017966394666965,2.1861442877766,Iris-virginica
+73,5.610405469734567,2.928729722633995,3.772809059260247,1.2859807428748646,Iris-versicolor
+74,5.012787084725909,2.000000946049737,3.4922665932098234,0.9118879689908385,Iris-versicolor
+75,4.599521130950716,3.1073308502637036,1.5133885128610445,0.2000133841710826,Iris-setosa
+76,5.163610483130679,3.4455756421713404,1.3910341706082443,0.20108741087244764,Iris-setosa
+77,4.3,3.0,1.1223248876949352,0.1,Iris-setosa
+78,6.736172499855122,2.811161490919639,4.760644914608967,1.4233242393270338,Iris-versicolor
+79,4.783893522285298,3.0,1.3668522219834898,0.29064969032316124,Iris-setosa
+80,5.003977480732801,3.368964700303476,1.5983194554091842,0.48003853167506605,Iris-setosa
+81,5.619302744975439,2.9483844223218414,3.6553424749408925,1.2716670639354715,Iris-versicolor
+82,6.152458962139017,2.9117449773421678,4.706823077926907,1.408007143298688,Iris-versicolor
+83,4.596307428279545,3.622625387859904,1.0000003636258752,0.20635928519545604,Iris-setosa
+84,4.53194220228662,3.0,1.448431402352395,0.20072078947759336,Iris-setosa
+85,5.018381428213038,3.6237894971089535,1.376148603509366,0.19951741585495322,Iris-setosa
+86,7.022505292855888,3.0799037283400996,5.095321492796006,2.3111942311193996,Iris-virginica
+87,7.7008088136935475,2.6334136618093336,6.9,2.3165697515140056,Iris-virginica
+88,7.692459071023956,2.6138933981323067,6.899997790775356,2.266365856544139,Iris-virginica
+89,5.104854512559691,3.3358184665664052,1.5868046138332101,0.5183828094276528,Iris-setosa
+90,4.590377845129916,3.6480936494134006,1.000000496695901,0.2034080403745801,Iris-setosa
+91,6.180172237677312,2.2028130098784446,4.5153904479650695,1.4888398878575855,Iris-versicolor
+92,5.004333342985024,2.0,3.570990770966225,1.0882292443922008,Iris-versicolor
+93,5.207756977171287,2.7261089192600063,3.9403257449697984,1.421567958711721,Iris-versicolor
+94,6.49374221420573,3.0,5.848412494954006,2.1943014557683975,Iris-virginica
+95,7.619049776013406,3.0,6.608440948882553,2.1200589668539944,Iris-virginica
+96,4.815341948675709,3.398129464735869,1.8126841668265514,0.19905528899145358,Iris-setosa
+97,7.9,3.865939870627776,6.397301493491725,2.0250956436603422,Iris-virginica
+98,6.825990760007801,3.201592103079805,5.756572926898701,2.291067629937321,Iris-virginica
+99,5.554289402593304,2.465089359085061,3.809476676774059,1.0721473535190782,Iris-versicolor
+100,5.415923309988379,3.8531174599593516,1.2987123187868177,0.36608950622172054,Iris-setosa
+101,7.699564732882103,3.0,6.086674949523195,2.2893524757752846,Iris-virginica
+102,5.979840161456961,3.407283624528386,4.452139829865664,1.5934890770863364,Iris-versicolor
+103,6.696695353573004,3.0,4.965633948612355,1.698151055951516,Iris-versicolor
+104,5.177621610850099,2.4944883041039296,3.5748454869473156,1.1260563198065343,Iris-versicolor
+105,5.7753116853181545,2.798079613778395,5.1597272169567745,2.3989947172659263,Iris-virginica
+106,4.30000090552563,3.0,1.1070839386307745,0.10000012642021655,Iris-setosa
+107,7.734337344250121,2.6044094750347186,6.9,2.3070197701462405,Iris-virginica
+108,4.570639353987889,3.6280761533495203,1.0000003866455849,0.19904221136898245,Iris-setosa
+109,5.680799312524223,2.553775188576002,4.003204074846512,1.0672264127023332,Iris-versicolor
+110,7.9,3.86904079979149,6.454299419670473,1.9860163524709191,Iris-virginica
+111,4.784036607597457,3.4026406087008843,1.6635677101129827,0.19904302502319687,Iris-setosa
+112,4.814319760483944,3.4043208987255826,1.713316658133635,0.20065172886542684,Iris-setosa
+113,4.8297128266978895,3.0,1.449214637717719,0.2657276870819053,Iris-setosa
+114,6.695635923683828,3.0,4.985311168692631,1.6773818145343562,Iris-versicolor
+115,6.199325864460683,2.7867307165270043,4.8197658503586975,1.808306543397096,Iris-virginica
+116,6.115372282032226,2.78016778451416,4.716333157882833,1.1734215676487747,Iris-versicolor
+117,5.020957482396334,2.000000708337246,3.5805371663385612,1.0583707077789501,Iris-versicolor
+118,4.607782570715434,3.2093111576588873,1.4201809140563724,0.19773411918965572,Iris-setosa
+119,5.015744553086328,3.0,1.5809037446847576,0.20091375304524214,Iris-setosa

iris/tab_ddpm/5_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/5_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/5_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/5_0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.100079373559352,3.290703134408905,1.738583326672134,0.5413416993722723,Iris-setosa
+1,6.246590518613363,3.397124035352804,5.528434883433803,2.3633906260040223,Iris-virginica
+2,6.29070030304778,3.2922004572808037,6.043989313562791,2.4999998040651703,Iris-virginica
+3,5.709117690219673,2.8746910024531096,4.3033100284267265,1.341924964526653,Iris-versicolor
+4,5.092890753456576,2.4764889443561975,2.916536211910767,1.1294645066574729,Iris-versicolor
+5,4.899347599973055,3.0956390937646177,1.5118521475068183,0.1000001218349207,Iris-setosa
+6,4.796910343015185,3.0,1.4182824208586635,0.10000009317962459,Iris-setosa
+7,4.789399186610104,3.0,1.3773803709580799,0.1,Iris-setosa
+8,5.790378947509769,2.7010638789999204,5.112207222511543,1.8878835456946303,Iris-virginica
+9,5.488992467768202,3.0,4.5275252181631505,1.4977936086587935,Iris-versicolor
+10,7.030199727683102,3.1589966684419992,5.6586619979538275,2.2899193146680035,Iris-virginica
+11,6.016501205089278,2.2119414822989447,4.996551240953736,1.4929387340913636,Iris-virginica
+12,7.553916734951084,3.0,6.563753228202149,2.0783065487895125,Iris-virginica
+13,5.674224997488572,2.780105925270292,4.450547985775753,1.2864345028371174,Iris-versicolor
+14,4.3000007918030425,3.0,1.1091936026476652,0.10000016409526956,Iris-setosa
+15,5.112148357687468,3.8329851492301446,1.7664721033487765,0.19951173162166097,Iris-setosa
+16,7.899998579842883,3.7913658234060685,6.393259077698208,1.9965591114481216,Iris-virginica
+17,4.857039334637463,3.0192329629880437,1.4565307223416515,0.10000009085794485,Iris-setosa
+18,5.792589466212555,2.697889387269278,5.1220151712379005,1.896785165596589,Iris-virginica
+19,5.849116007721965,3.193137891777944,4.778877546591958,1.782512085150447,Iris-versicolor
+20,6.051124763611102,2.9221772758061246,4.509212860908306,1.5025183971130758,Iris-versicolor
+21,6.30006932710189,3.318579474084921,6.00086306503577,2.5,Iris-virginica
+22,6.280625039062426,3.292467699334332,5.957360819455312,2.499999733424616,Iris-virginica
+23,7.1624797530329225,3.2133185148922627,6.032756642964047,1.8285724370686185,Iris-virginica
+24,5.797384947483259,2.8081494255747415,5.110395604036217,2.4009861990462342,Iris-virginica
+25,6.544098699809888,3.0,5.873597126581381,2.2161371597854216,Iris-virginica
+26,5.998497337563678,2.2327179330378693,4.061816883446278,1.0507312936357407,Iris-versicolor
+27,7.9,3.8447242069495458,6.403426934490742,2.006749015283465,Iris-virginica
+28,4.8079944253783875,3.0,1.4038634792564952,0.1,Iris-setosa
+29,6.65458184999819,3.0,4.570479040480639,1.4195845729368217,Iris-versicolor
+30,5.965121569420276,2.217177688206032,4.012008807778579,0.9478120715971687,Iris-versicolor
+31,6.6910994642777935,3.0,5.007823870221011,1.7072770026106092,Iris-versicolor
+32,5.403802679336555,3.917706955263727,1.2697201687007462,0.39148058382892564,Iris-setosa
+33,5.5736947748168335,3.6743306437618357,1.547904754262824,0.32756600937115693,Iris-setosa
+34,5.067186274666599,3.2920234665644603,1.684605229558202,0.5381121977783621,Iris-setosa
+35,6.478683788304129,3.1640424042334763,5.07718712237553,2.046396893101824,Iris-virginica
+36,6.063605598854846,2.590642894391705,5.590358451240439,1.3917975870897608,Iris-virginica
+37,6.196101691899785,2.204918220028403,4.487990261789405,1.506128339677113,Iris-versicolor
+38,4.9768935108683605,3.650236681556549,1.4075590376945133,0.20283879034601085,Iris-setosa
+39,4.781665332197674,3.3915088400426754,1.70690485161153,0.200379195049669,Iris-setosa
+40,5.168735886210577,2.696678825470258,3.9273113927598273,1.4063471130487852,Iris-versicolor
+41,6.283804702426357,3.300169041498595,5.993420962045052,2.5,Iris-virginica
+42,5.603640068497123,2.509039469538262,3.919367806379453,1.1044197344754936,Iris-versicolor
+43,5.021552917700057,3.5772442279766805,1.4022200154146531,0.19823587043357999,Iris-setosa
+44,4.884909330686102,3.066462209915785,1.4925483656596374,0.1,Iris-setosa
+45,5.53197743392525,2.361452441172601,3.7120960152994646,0.8684179753883886,Iris-versicolor
+46,5.293433987212796,3.78378635074441,1.5779015524661621,0.2341436950978377,Iris-setosa
+47,4.889489612278496,3.102260710544945,1.4995401670543276,0.1,Iris-setosa
+48,4.800526666004229,3.403673618910848,1.7648089181480109,0.20019744217549493,Iris-setosa
+49,4.975755479895753,2.0,3.318191911308885,0.9342526146831379,Iris-versicolor
+50,6.008127459727108,3.394871738464625,4.505325065833748,1.6036778542115284,Iris-versicolor
+51,5.663328926703272,2.8985857708332867,4.041011437419468,1.3364428864592077,Iris-versicolor
+52,6.847577504235092,3.1026817831588853,5.084145519631465,2.293957473584759,Iris-virginica
+53,6.083944938073757,2.769328559428784,4.674328707310684,1.177333985134731,Iris-versicolor
+54,7.690765492032474,2.5935215106264207,6.9,2.306288093563618,Iris-virginica
+55,6.7023726670034085,2.4989423821326993,5.841373483185039,1.8073592609637108,Iris-virginica
+56,6.07047103570923,3.3823678171359304,4.565048513215099,1.6013417579026743,Iris-versicolor
+57,4.3,3.0,1.0892342805922537,0.1,Iris-setosa
+58,4.814447908750071,3.409207229868536,1.9834967958303849,0.1963424812487628,Iris-setosa
+59,7.711980170555363,2.593445818304474,6.899998849098474,2.276624531271228,Iris-virginica
+60,6.302852799241845,3.3045585343193333,4.682621371571153,1.5991740161886216,Iris-versicolor
+61,6.1966331857579435,2.211774724563945,4.49733835717678,1.4850886783114048,Iris-versicolor
+62,6.967121152115608,3.087188133528909,5.078692746144997,2.3058472942169486,Iris-virginica
+63,4.4914387475424,3.2022807965821096,1.3558295971543313,0.19497512595881833,Iris-setosa
+64,7.653204077752879,3.0,6.144690818911324,2.2713632647962476,Iris-virginica
+65,7.710243611072971,2.608648801696227,6.9,2.2850710918471218,Iris-virginica
+66,6.712753157185895,3.0,5.009033278988561,1.7037765966488638,Iris-versicolor
+67,6.4601717076804155,3.213260180154952,5.09835420531616,2.0437018989413316,Iris-virginica
+68,5.006305108855609,3.405703345246244,1.660443206295789,0.4187339094936099,Iris-setosa
+69,6.074086317291689,2.591432573909828,5.608487795080354,1.3741795141052722,Iris-virginica
+70,6.31329842044563,2.6431658281147286,4.907114933920207,1.8069261716011096,Iris-virginica
+71,6.2794455493592825,2.4632356069718497,4.967755432605296,1.8370333004977433,Iris-virginica
+72,4.3,3.0,1.0881492494845304,0.1000001228245031,Iris-setosa
+73,7.899998987301194,3.8315676715942164,6.405588377902776,1.994029396371426,Iris-virginica
+74,5.94846402980883,2.827238668772498,4.639562309128281,1.298311468236772,Iris-versicolor
+75,5.817239135574455,2.7780259036960953,5.086393940610905,2.4023704738133214,Iris-virginica
+76,5.415770660112339,3.915638087866446,1.2740126574579298,0.5039626994604052,Iris-setosa
+77,6.440220337438472,2.995710739468079,4.35894169428918,1.3941284362152373,Iris-versicolor
+78,6.682690717231514,3.0,4.993982627763414,1.7079483593064235,Iris-versicolor
+79,5.771438934925499,2.698002589065956,5.091406024660885,1.8887397290748986,Iris-virginica
+80,5.0943221422668294,3.264650068346028,1.6766090672190412,0.44220311915608634,Iris-setosa
+81,6.700564671910025,3.0847658217262377,4.753947892094977,1.5226922591374932,Iris-versicolor
+82,5.619947723223668,2.7859604640630553,4.328561047687867,1.3645207681482632,Iris-versicolor
+83,5.7530711001853625,2.8090433063520037,4.490392172307403,1.3037142801782995,Iris-versicolor
+84,5.7904581848719925,2.6997596749751853,5.10691172703502,1.9112315187809026,Iris-virginica
+85,4.5613361282548155,3.2083823967537524,1.3638538621867473,0.19599040177632898,Iris-setosa
+86,5.989438105016446,2.218333089147726,5.0011143662240025,1.4930029830412113,Iris-virginica
+87,4.9711525311328,3.6239981078056,1.6233797100392158,0.2014688170911573,Iris-setosa
+88,5.999392335485359,2.2314392170813124,4.997320744681533,1.5102283605972802,Iris-virginica
+89,5.887760229067428,3.2050435466946543,4.823786023459186,1.7747887488526903,Iris-versicolor
+90,4.3000006413407705,3.0,1.1059989585221628,0.10000014894197698,Iris-setosa
+91,5.685638141171884,2.965286947130252,4.283868814874652,1.2489791133017762,Iris-versicolor
+92,4.759663083038832,3.396391619197312,1.9672231920347856,0.20035332255635915,Iris-setosa
+93,4.924404396544437,3.4021206050781054,1.6078053628183409,0.2621951421661961,Iris-setosa
+94,4.598315056147111,3.614431600077896,1.0,0.19481081062188915,Iris-setosa
+95,6.332312754257842,3.2919855684044204,6.044510659358541,2.4999995497446728,Iris-virginica
+96,5.015923801530595,3.3888076946823795,1.6232919229957194,0.45380396595112327,Iris-setosa
+97,6.017533133107249,2.210167635834977,5.001520052064573,1.5095180910423893,Iris-virginica
+98,5.100784787070925,3.275483905670995,1.6152920839600673,0.3405049771690391,Iris-setosa
+99,5.799357139805415,2.810671395256916,5.1851736385959235,2.4013868272434875,Iris-virginica
+100,6.67612451339059,3.0,4.981714391954512,1.6727110810928354,Iris-versicolor
+101,5.608558355101568,2.8925991848853774,3.6559268406685486,1.2719710158396793,Iris-versicolor
+102,5.132323678834227,2.645327713056658,3.8551427579019535,1.384936087311343,Iris-versicolor
+103,5.808119426405193,2.702727817044064,5.135575325081746,1.8924134953931355,Iris-virginica
+104,5.531095486324153,2.54902598815411,3.843436704214167,1.19441903291979,Iris-versicolor
+105,4.774492860851701,3.0,1.4049312735780684,0.2825019110685867,Iris-setosa
+106,5.723474641748795,2.993439911298705,4.250118974250374,1.2503132291356613,Iris-versicolor
+107,5.514852745003907,3.0,4.428539265132139,1.472258765944002,Iris-versicolor
+108,6.733969255244113,2.5063320652855934,5.89872483914443,1.8165805512669324,Iris-virginica
+109,5.024740637434371,2.0,3.5246770941724437,0.9914511492177264,Iris-versicolor
+110,7.899998647518726,3.7567566941648765,6.41468761435333,1.952003295613516,Iris-virginica
+111,6.691220983710347,2.9159403002252664,4.65450042323919,1.4298775551409344,Iris-versicolor
+112,6.063517420585596,2.9154037274289575,4.615248294682199,1.458647839535843,Iris-versicolor
+113,7.9,3.7745213339545414,6.402710540292312,2.0307290469110493,Iris-virginica
+114,4.587204014684189,3.6480316351693762,1.0,0.20085183713351182,Iris-setosa
+115,7.699122222832495,2.6049657001057396,6.9,2.306224542292914,Iris-virginica
+116,5.117419282556357,3.385502260424741,1.560475034402162,0.43826724884091706,Iris-setosa
+117,6.708102426434574,2.501564304943819,5.845098036628419,1.796679586608711,Iris-virginica
+118,6.829535794705817,3.118748671478249,5.16581363339014,2.3035567776755683,Iris-virginica
+119,7.9,3.8372849473008093,6.385478997776384,2.0251761286195826,Iris-virginica

iris/tab_ddpm/5_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/5_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/5_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/5_0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.443613342234275,3.1802590108764144,5.276004678138005,2.300839332317639,Iris-virginica
+1,6.622996886393155,3.0,4.416499003515468,1.3887661811653456,Iris-versicolor
+2,5.483701244822769,4.2,1.3795052861569062,0.19696975434396788,Iris-setosa
+3,4.996914446472698,3.0,1.6906993707376121,0.21039279577755704,Iris-setosa
+4,6.188399744988623,2.8390736070441513,4.785977531475508,1.8063413100096217,Iris-virginica
+5,5.974072043485271,2.865519452317904,4.619531444958483,1.3320304424181788,Iris-versicolor
+6,5.8952683239432515,3.208705278191011,4.788316746513931,1.8075689345557842,Iris-versicolor
+7,5.783873762447184,2.6866195320421093,4.095341087392933,0.9191634285516488,Iris-versicolor
+8,6.442237466716232,3.152369498017709,5.1294011374591975,2.0264017724957717,Iris-virginica
+9,4.888036530439608,3.061168166641775,1.4671714267762066,0.1,Iris-setosa
+10,4.797595796155308,3.3978493533896392,1.7226686858593168,0.2008186268534726,Iris-setosa
+11,5.371340467421345,3.8763325917461535,1.2978740327641256,0.4322652504338762,Iris-setosa
+12,7.61133348542764,3.0,6.613219701574564,2.128827520092492,Iris-virginica
+13,5.600908257646134,2.5125544213314552,3.963075499395668,1.2061797219835906,Iris-versicolor
+14,5.420009814871719,3.0,4.500550127435007,1.4893129660793831,Iris-versicolor
+15,5.808243904000273,2.6832933423621688,4.081188427823788,0.9392503749076252,Iris-versicolor
+16,6.695083936330333,3.0,5.001128748165578,1.690407480438988,Iris-versicolor
+17,4.804118371642328,3.0,1.3976953211591365,0.31827741810955773,Iris-setosa
+18,5.0931917509299165,3.7574622942420466,1.599678557784319,0.19711117647927429,Iris-setosa
+19,5.3596208103465175,3.594635195659474,1.432973903460394,0.26338218304593797,Iris-setosa
+20,6.788720036194551,3.1878066204874496,5.909771282199021,2.295166149951893,Iris-virginica
+21,6.139635719290596,2.9105201977321826,4.7021293397766994,1.4333411130291138,Iris-versicolor
+22,7.9,3.7592167609150877,6.416694677565022,2.006107358140689,Iris-virginica
+23,4.8161535160637445,3.0,1.4032814437344432,0.1,Iris-setosa
+24,6.258664497428228,3.2912993385478186,5.960669013700552,2.499999698274021,Iris-virginica
+25,4.84446775147445,3.0,1.4220619664569294,0.10000011098233298,Iris-setosa
+26,4.3983098872142286,3.1999792657500814,1.2926609419662454,0.19749477957345032,Iris-setosa
+27,6.599848599615274,3.0,4.412885840189818,1.3957076851838022,Iris-versicolor
+28,5.396561152165273,3.9119278452945547,1.2965625793697884,0.41586402251856797,Iris-setosa
+29,5.808179452889482,2.7194665253380483,4.122405332695568,1.041281876263342,Iris-versicolor
+30,5.808274404136951,2.820764817842434,5.094707360608435,2.39511812910288,Iris-virginica
+31,6.450138425482448,2.503007935868196,5.403713038768487,1.8446753215508462,Iris-virginica
+32,5.674934568779327,3.0,4.228795939441131,1.25029303372039,Iris-versicolor
+33,4.812445529820971,3.0,1.3981211955365365,0.3203853862771689,Iris-setosa
+34,4.651838451919248,3.2015118275985754,1.397765511193945,0.20190121726739704,Iris-setosa
+35,5.008085453281978,3.0,1.7296669510197475,0.1949760743039526,Iris-setosa
+36,6.235950752900496,3.3632405194886,5.3032061614254085,2.2140513074024195,Iris-virginica
+37,6.222836796021816,2.8572198890362923,4.539764546604295,1.4879075276150129,Iris-versicolor
+38,6.202959780057901,3.3939776355145237,5.472847872636746,2.303486069050444,Iris-virginica
+39,5.142650032781165,3.425917705637788,1.3958457767316998,0.1997738303314806,Iris-setosa
+40,6.1827186085013865,2.1971162916689115,4.473506119333768,1.5008934915223155,Iris-versicolor
+41,5.370177402188842,3.3928600637218054,1.5171996433850528,0.4225354757236611,Iris-setosa
+42,5.690596075802775,3.0,4.215599768321719,1.2258415644762855,Iris-versicolor
+43,5.345114596475396,3.0,4.431957810294199,1.5023638256795395,Iris-versicolor
+44,6.522952442770522,2.797663975755151,4.564011597343435,1.5193726693065734,Iris-versicolor
+45,5.1632982734985085,2.4501170295490198,2.988194424429575,1.054452090870835,Iris-versicolor
+46,6.568438738013129,3.0,4.418724090847014,1.408069323644048,Iris-versicolor
+47,5.495877968158313,2.409508698053644,3.735008659140713,0.9631252286533859,Iris-versicolor
+48,5.894066800383225,2.797602906768939,4.621151962025901,1.237949956282808,Iris-versicolor
+49,5.022642839018558,3.7820494076071958,1.592447068655577,0.19941696675101317,Iris-setosa
+50,5.144675258390569,2.547065995110776,3.3683593784750054,1.1709438384962245,Iris-versicolor
+51,4.993640979513596,3.0,1.5781634770239021,0.20066652835261609,Iris-setosa
+52,7.89999841421135,3.7835685182977,6.385387773779631,2.0039778126094534,Iris-virginica
+53,4.789195839989366,3.3979618681240207,1.7971402250951345,0.1975417629485654,Iris-setosa
+54,6.167861662182191,2.7847773157610307,4.834429145862144,1.7591074206653878,Iris-virginica
+55,6.723151611897752,3.094506361867539,4.761471325430837,1.5137471823241588,Iris-versicolor
+56,7.604525157248322,3.0,6.596690164246777,2.0778664821825954,Iris-virginica
+57,5.695782626782116,3.0,4.217093287208948,1.1986886427200196,Iris-versicolor
+58,6.289521868701552,3.405102074106594,5.605123789456803,2.398381573782496,Iris-virginica
+59,7.700785712041353,2.58749933702691,6.9,2.2844189298461703,Iris-virginica
+60,4.92171895837127,3.109721843228563,1.4935288282647559,0.1,Iris-setosa
+61,5.221663557955188,2.4806561398551814,3.310004349841519,1.0675065821285605,Iris-versicolor
+62,6.519332607803522,2.8091478878227494,4.583757068607895,1.4856605331965895,Iris-versicolor
+63,5.483839191707657,3.0,4.539805322707122,1.5050735341544443,Iris-versicolor
+64,4.795713223558314,3.400398317974897,1.8041582861583483,0.2007483186675471,Iris-setosa
+65,4.847464028622981,3.407705427742044,1.5911588960797758,0.20037869098770408,Iris-setosa
+66,6.310173030800229,2.5078962626648766,4.554594262118679,1.4625918585152338,Iris-versicolor
+67,5.038518860651181,3.6033842484330227,1.393183928701285,0.20141659972299064,Iris-setosa
+68,6.040254231408896,2.78427946483786,4.669127227165286,1.2067137320724677,Iris-versicolor
+69,5.631596728426366,3.0,4.574657335303884,1.543872408718392,Iris-versicolor
+70,7.6222692564717445,3.0,6.599886961550479,2.1386830378935877,Iris-virginica
+71,5.485164765571849,4.199999187885342,1.3908271423941843,0.2087306694778967,Iris-setosa
+72,5.399304316006858,3.8870022755408318,1.2902016721952436,0.3652609417741769,Iris-setosa
+73,5.003778129259865,2.0000007351194515,3.532224419710986,1.0219750772338942,Iris-versicolor
+74,5.501211710090763,3.484277397538469,1.518432923027251,0.3745324400713832,Iris-setosa
+75,5.019412285573841,2.000000516879068,3.6223631660562563,0.9680595922930467,Iris-versicolor
+76,4.973799671814234,2.0000005017950673,3.3798530516533383,1.0016804382047617,Iris-versicolor
+77,6.059061467883017,2.252547597149196,5.008478475459506,1.5566019034061365,Iris-virginica
+78,5.799820551510129,2.792057491729911,5.116440392637311,2.371507495229474,Iris-virginica
+79,5.395812296606609,3.0,4.4676812506166215,1.5016359822468297,Iris-versicolor
+80,6.8031728014512,2.817568616286389,4.808918387287616,1.4066302483551685,Iris-versicolor
+81,5.607691880926805,2.5094095252924156,3.845871568401225,1.0832517380974185,Iris-versicolor
+82,5.190158535118812,2.516855887325511,3.5814188687050508,1.2080931186346917,Iris-versicolor
+83,5.773045720762711,2.7243372321427053,4.113828452273795,1.0317658682958732,Iris-versicolor
+84,5.007663027283333,3.0,1.7541703282009566,0.20736635032531,Iris-setosa
+85,4.3,3.0,1.0951904207593313,0.1,Iris-setosa
+86,5.930126538696641,3.201359514861854,4.8046861792432,1.7855454775557347,Iris-versicolor
+87,6.01758499372795,2.209504883596507,4.004531279253067,1.0211844916272024,Iris-versicolor
+88,5.155824818618872,3.415164570307766,1.395393861287476,0.20083544852042004,Iris-setosa
+89,7.899998646968365,3.7710924830588364,6.370189077070846,1.988914315543901,Iris-virginica
+90,6.587984023545421,3.1559398402332306,5.200299569458016,2.2797578565807632,Iris-virginica
+91,5.421450517142735,3.0,4.479962363370774,1.5053530819055079,Iris-versicolor
+92,5.68767039839933,2.7929324052913995,4.491780185128011,1.2860637065073859,Iris-versicolor
+93,5.28003691546286,2.5861471445509747,3.852148715446524,1.3569210491386918,Iris-versicolor
+94,6.3366647233568525,3.3069924037395637,6.009558462520101,2.499999814704549,Iris-virginica
+95,6.8622241091964,3.1048854192682187,5.097225533688808,2.2880362326380164,Iris-virginica
+96,6.70747654481303,3.0,4.988035466948491,1.7052571458712291,Iris-versicolor
+97,6.296580399429755,3.391551348010765,5.606236523914748,2.3972059780945125,Iris-virginica
+98,4.394125581568126,2.8949441461023597,1.3904290280124632,0.1967935700130169,Iris-setosa
+99,5.945468319202093,2.1745912664840734,4.9666808461236736,1.4582209065149234,Iris-virginica
+100,7.148946961101352,3.2003873050426255,6.014052484200547,1.822465963390691,Iris-virginica
+101,4.3000007440110934,3.0,1.106660033688724,0.10000012473508808,Iris-setosa
+102,5.800680051655467,2.7739759943193043,5.16589619867363,2.394779986717051,Iris-virginica
+103,5.134937058088989,3.4611382619520623,1.4011742150054658,0.20027991047252736,Iris-setosa
+104,5.332277013525506,2.508618997380079,3.8005087303512077,1.2803889584956676,Iris-versicolor
+105,5.426893892531941,3.8891050215338994,1.311161439723763,0.38654422613130973,Iris-setosa
+106,6.8674014242976975,3.089089811361372,5.095183761695938,2.291466114792729,Iris-virginica
+107,5.627572842366785,3.0,4.538669472857593,1.5242918265512342,Iris-versicolor
+108,7.701872612973962,2.834144960925003,6.694901528626944,2.0300436760989857,Iris-virginica
+109,6.0141924057099505,2.1954667190400916,3.9849967385870166,1.0120032470624647,Iris-versicolor
+110,6.264626546150385,3.294586586393628,5.963324478269964,2.499999815237769,Iris-virginica
+111,4.300000726427386,3.0,1.101888648483956,0.1000001072983842,Iris-setosa
+112,5.77369929998529,2.806728067315579,5.113757420990938,2.4075016839330416,Iris-virginica
+113,4.869848167094729,3.0143267796191635,1.4601518944494039,0.1,Iris-setosa
+114,4.4400741772356955,3.216273274142189,1.3375131640922462,0.19363206403966193,Iris-setosa
+115,5.002568889162378,3.6059149226131435,1.3935739221002594,0.1989197463829976,Iris-setosa
+116,7.691952566932631,2.791933086250663,6.6996092068416475,1.979705451159133,Iris-virginica
+117,6.677217130869008,2.502002698805618,5.774140177448533,1.7954082591144649,Iris-virginica
+118,6.0786396699467735,2.7578715188270926,4.657334424216976,1.1394239963175807,Iris-versicolor
+119,6.280940887995352,3.326556194797756,4.6749148092767445,1.6025240526184585,Iris-versicolor

iris/tab_ddpm/5_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/5_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/5_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/5_0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.802193321437456,2.678524215234138,5.086717376839355,1.8832408014855058,Iris-virginica
+1,4.995449381873333,2.000000493388643,3.416959041233315,0.8549443672769866,Iris-versicolor
+2,4.506031437804157,3.0,1.4514933651995667,0.20108659146591176,Iris-setosa
+3,5.793135723701692,2.697209666620253,5.098288721784823,1.8900763829070588,Iris-virginica
+4,6.028630636336302,2.2028526177251124,5.032435479914864,1.5568392455588917,Iris-virginica
+5,5.008593777424976,2.000000537658641,3.4934361783029844,0.9771519563898128,Iris-versicolor
+6,5.644123112635794,2.9778875310538893,3.9068813718509796,1.2716755376694127,Iris-versicolor
+7,5.520611333474546,3.590030384587459,1.477430054447182,0.3698314765173724,Iris-setosa
+8,4.80165782182232,3.0,1.386067290867324,0.27191873900929786,Iris-setosa
+9,6.003381502509649,2.201444872320207,5.021712118007208,1.479202845624398,Iris-virginica
+10,7.682700141474417,2.5959688105851875,6.8999987409383365,2.273080704903508,Iris-virginica
+11,4.300000586990145,3.0,1.105431045380016,0.10000010627176724,Iris-setosa
+12,7.150855243056097,3.196064643643242,6.025862716184275,1.7900117462724952,Iris-virginica
+13,4.792685032273574,3.4007887087061808,1.5972112598175476,0.19881684692739793,Iris-setosa
+14,6.48997994999208,2.7918169611820836,4.600202604518582,1.4882567663223805,Iris-versicolor
+15,6.0646256757354235,2.786800209191062,4.667236178784215,1.164994323242404,Iris-versicolor
+16,5.800260677620516,2.706759838363199,5.103838267213912,1.913684383543244,Iris-virginica
+17,6.258757898239681,3.3096688799320804,5.961425179020988,2.5,Iris-virginica
+18,4.3000005119736775,3.0,1.0974325010601476,0.10000011560971765,Iris-setosa
+19,7.697304092194868,2.6018049322644554,6.899998621561148,2.271379144345262,Iris-virginica
+20,6.285033677473614,3.401712571741682,5.561330192504423,2.3893654747674202,Iris-virginica
+21,5.203013291765202,3.4001225272576274,1.3881595279361993,0.19974174487425564,Iris-setosa
+22,4.802413697387654,3.0,1.4027905961387426,0.10000009242592352,Iris-setosa
+23,6.68236436405405,3.1409907908477717,4.738916813390923,1.5094349289947662,Iris-versicolor
+24,6.221318132534492,2.230596511391864,4.463708277393616,1.4786897148670068,Iris-versicolor
+25,5.096598068876603,3.2974876284752703,1.6481477564762659,0.5114309466685358,Iris-setosa
+26,6.781719889207505,3.191034315053176,5.736778723494961,2.3004308919183587,Iris-virginica
+27,5.0029449952976845,2.0,3.254868423835867,1.057082220386208,Iris-versicolor
+28,5.800085915015356,2.703854888984928,5.089395535100015,1.9168047081629145,Iris-virginica
+29,7.735015886226053,2.594489377178893,6.9,2.304690617861628,Iris-virginica
+30,6.181373649780726,2.7768715760737104,4.823926766649352,1.8164340908959757,Iris-virginica
+31,5.387554308776943,3.928198742534094,1.305132655745782,0.4647502247190379,Iris-setosa
+32,6.7042406621916975,3.0,5.008002462723528,1.7227305333166456,Iris-versicolor
+33,7.711590240434072,2.6019134651333387,6.8999986823003905,2.2797398202667156,Iris-virginica
+34,6.180885261916372,3.4032789326740307,5.394573897386895,2.3046755438345743,Iris-virginica
+35,4.766334124252452,3.0,1.3937212849672576,0.2925264420847239,Iris-setosa
+36,4.908892440533261,3.1147780858303578,1.503758493335341,0.1,Iris-setosa
+37,6.475600695920934,3.1693400695830864,5.095629644432757,1.9505652844894594,Iris-virginica
+38,6.02888127751797,3.389462395310445,4.516115037349232,1.608297016452878,Iris-versicolor
+39,5.790970720949032,2.7120336177317244,5.095591702721285,1.9035717676351886,Iris-virginica
+40,4.477838262568112,3.213357964072364,1.3287507785652828,0.19638118466720234,Iris-setosa
+41,5.107007724227293,3.7902316575544965,1.5921037130172957,0.20069986317151525,Iris-setosa
+42,4.809674841787614,3.0,1.4146011744058207,0.2748243002778087,Iris-setosa
+43,6.1448438297542545,2.6113774376198697,5.535733226770101,1.5072611841519532,Iris-virginica
+44,4.395850335804863,2.9519969857410175,1.368261222517487,0.20242528386952618,Iris-setosa
+45,4.300000815275847,3.0,1.100804165172093,0.10000015060462936,Iris-setosa
+46,6.118644972699264,2.5965876025014607,5.624274547871604,1.3984540323857766,Iris-virginica
+47,5.158471234961262,3.4100263169051237,1.3965034189821088,0.20110845413152853,Iris-setosa
+48,6.211210910047266,3.3946969443306325,5.384181852318923,2.302007540974845,Iris-virginica
+49,4.777016868028922,3.401662689882596,1.670729171170703,0.2008821699064462,Iris-setosa
+50,5.500251373719733,4.2,1.401110652915474,0.20504066682031113,Iris-setosa
+51,6.187807610216187,3.3993395963145336,5.396080450914062,2.287591470230499,Iris-virginica
+52,4.965717027264452,2.0,3.567019288197115,0.9987617352516975,Iris-versicolor
+53,4.300026611450084,3.0,1.1734145867813583,0.10000010031310384,Iris-setosa
+54,6.302296992905434,2.6842506104764308,4.920953041544184,1.8198048067239143,Iris-virginica
+55,6.313176089263569,3.3044399826287982,5.9476290104354685,2.4999997970676597,Iris-virginica
+56,5.8925317804023845,2.8769735533213923,4.441548628606402,1.4519061637693156,Iris-versicolor
+57,7.6903758335133805,2.5792079522857643,6.9,2.2958588973213736,Iris-virginica
+58,7.215937837602324,3.207772548109076,5.956055592074264,1.802585452388151,Iris-virginica
+59,5.010798442406451,3.0,1.6598091074601249,0.19933989493691429,Iris-setosa
+60,5.7868467515957525,2.696648324921918,5.120091699687144,1.8987416726078838,Iris-virginica
+61,6.748064526520906,3.1848036332270495,5.34389420460065,2.297364992277394,Iris-virginica
+62,6.255663677893969,2.7438963146213267,4.857547096300156,1.8061962890015313,Iris-virginica
+63,4.9913922542847855,3.610789313639304,1.4065265313860107,0.200254125730962,Iris-setosa
+64,7.681627814327997,2.785231098934488,6.690477102023386,1.9721183263109698,Iris-virginica
+65,5.128455421583482,3.8042434620337504,1.6584699641297433,0.20214766196386436,Iris-setosa
+66,6.86931202861578,3.1912804237333745,5.810773053842115,2.311916527745988,Iris-virginica
+67,4.395607774810068,2.903333311407349,1.3918463035983484,0.1908943718085488,Iris-setosa
+68,5.519280455738349,4.2,1.4091827607223681,0.21113237833462042,Iris-setosa
+69,5.769914086816093,2.850131179533735,4.384866911555404,1.4063625208772987,Iris-versicolor
+70,4.606425487834215,3.203063418532679,1.4087080493402502,0.20341720265697086,Iris-setosa
+71,5.808499375582964,2.701893030797332,5.09091143128157,1.8966132250485994,Iris-virginica
+72,4.571173234909578,3.1951659379307142,1.4152389586875376,0.19883825480184208,Iris-setosa
+73,6.065860513564686,2.923958651934888,4.616655671588479,1.4242293635170833,Iris-versicolor
+74,4.7837312772605465,3.0,1.3753717254090911,0.10000010504163129,Iris-setosa
+75,7.642765578238928,3.0,6.433687936119146,2.1648420833634785,Iris-virginica
+76,4.388817947180944,3.195360241925228,1.2926799297319256,0.1996694468798758,Iris-setosa
+77,4.408824418163358,2.973805451390707,1.4016956150660649,0.20544067602162439,Iris-setosa
+78,6.530012856966016,2.797059464031038,4.641819539178749,1.4955763607712382,Iris-versicolor
+79,6.240753203213483,3.410723012511133,5.432006069239623,2.314350269705882,Iris-virginica
+80,6.330731392877796,2.521283817233967,4.988420744347915,1.8974132789283809,Iris-virginica
+81,4.989512624242373,3.0,1.624721475844338,0.19719412147317472,Iris-setosa
+82,4.7871308086054345,3.0,1.3877647940040705,0.28732742502399194,Iris-setosa
+83,5.16967384631917,2.5039824912036823,3.5719371032402543,1.1584567570089437,Iris-versicolor
+84,7.216313697755427,3.1919004525897767,6.031476735389724,1.812045995170966,Iris-virginica
+85,6.3189070688890885,3.2894345495919666,6.0616335476241865,2.5,Iris-virginica
+86,4.588024694079173,3.191770268425323,1.4063850530746393,0.19613834764307622,Iris-setosa
+87,7.1994426963510545,3.210200959894993,6.039843762631184,1.7880637619291615,Iris-virginica
+88,7.575517311163984,3.0,6.485386558836383,2.1679423784221603,Iris-virginica
+89,5.817989193621574,2.8028225178670896,5.134031487188082,2.407542666913242,Iris-virginica
+90,5.000135301652845,2.0000004951434276,3.6105060466192542,0.9988474742115045,Iris-versicolor
+91,6.2643769377441565,2.743022498620671,4.888533804440726,1.7900061747260754,Iris-virginica
+92,7.664810401186476,2.6142689005005155,6.8999984755247725,2.2866843341807948,Iris-virginica
+93,7.722051559596446,2.6185962700096916,6.9,2.2821231688217956,Iris-virginica
+94,6.033342160763715,2.856642967543117,4.628721680025841,1.3008205654808445,Iris-versicolor
+95,7.723585582659679,2.5975316473700025,6.9,2.305403614188036,Iris-virginica
+96,7.719256599585813,2.605212722117977,6.9,2.3149445681909255,Iris-virginica
+97,6.710194411362608,2.5024629289119718,5.837174013983403,1.8066597666203215,Iris-virginica
+98,5.133286544053101,2.574921442552421,3.6289892715984244,1.2885987244597905,Iris-versicolor
+99,7.736313009228338,2.6269246062724787,6.9,2.3000453176409996,Iris-virginica
+100,5.810393363959688,2.816073109902575,5.139225062966366,2.394959665516376,Iris-virginica
+101,5.519270629842855,3.0,4.522788050580244,1.4904463023668668,Iris-versicolor
+102,7.6831135486958315,3.0,6.210755176834559,2.2477849021679,Iris-virginica
+103,5.978449945714857,3.4047260133356176,4.482192727475221,1.598057886232166,Iris-versicolor
+104,7.616200231325757,3.0,6.581165991422622,2.1105444568153855,Iris-virginica
+105,4.7963755398246395,3.0,1.39413278101404,0.3196797549373301,Iris-setosa
+106,7.711821668560994,3.0,6.103945880886705,2.2983527425082277,Iris-virginica
+107,5.265019939847246,2.6263117802011693,3.904043691210523,1.3787060127225104,Iris-versicolor
+108,7.720347016691772,2.7836380839869377,6.720538348848212,2.010741918166627,Iris-virginica
+109,6.028312356967699,2.901161060539716,4.460466274050043,1.524233179959535,Iris-versicolor
+110,5.791485810145069,2.80824177811321,5.182704892475272,2.4143849588867177,Iris-virginica
+111,6.258780297284942,2.7706171777529915,4.842003380136203,1.8179409469716585,Iris-virginica
+112,5.6354361231735615,2.9381151290563263,3.7505826471127555,1.305062853205484,Iris-versicolor
+113,5.67939137109289,2.915730052520968,4.029043974807348,1.175211699499747,Iris-versicolor
+114,5.693139367984608,3.0,4.535497635551314,1.4919805925910492,Iris-versicolor
+115,5.117957438554432,3.5642779850816457,1.3957702065237985,0.20958867877010853,Iris-setosa
+116,4.82525274425475,3.404209384411926,2.0075443730980305,0.20059520901481437,Iris-setosa
+117,7.69072895597251,2.603050298727186,6.9,2.26060755612504,Iris-virginica
+118,6.194206003975808,2.215654029203114,4.515501773472167,1.5006520183557124,Iris-versicolor
+119,7.2894008116843905,3.1893787477279445,6.036222461557029,1.787558960478491,Iris-virginica

iris/tab_ddpm/5_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/5_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/5_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/5_0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.559531051598196,2.4364943258319425,3.7586926735643886,1.0168204764081163,Iris-versicolor
+1,6.087748585916428,2.801530939578857,4.689015602427074,1.201325832117598,Iris-versicolor
+2,5.912217179041908,2.7811758007546565,4.5956948837471385,1.203376317966611,Iris-versicolor
+3,4.972128975932176,2.0,3.1756506025855034,0.9834371650338718,Iris-versicolor
+4,5.573900749149539,2.877034661587771,3.256977407489823,1.3072329385395378,Iris-versicolor
+5,4.592991331240281,3.634656033302126,1.0,0.20108175847834742,Iris-setosa
+6,7.095312522067394,3.2096311326079348,5.945054738039767,1.8337020023603672,Iris-virginica
+7,6.121457105696102,2.6055018508247434,5.593946868809893,1.4143444187606984,Iris-virginica
+8,4.582257525929174,3.122440954979109,1.4626476633583072,0.19572381841501008,Iris-setosa
+9,5.057310642195044,3.5428909662958956,1.3934755494903626,0.2013190608177911,Iris-setosa
+10,7.620400164382685,3.0,6.6069079370841335,2.1120332840792586,Iris-virginica
+11,6.292519565241259,2.7223055686691238,4.893833894031897,1.779769606864978,Iris-virginica
+12,5.6815284966452415,3.0,4.1567784231413345,1.2000192420317557,Iris-versicolor
+13,5.0002556500181345,3.0,1.6421811714472503,0.20220964897198757,Iris-setosa
+14,5.004211376661398,2.0000007276065386,3.5831941157602984,0.9246427882232834,Iris-versicolor
+15,4.3,3.0,1.0943974336772209,0.1,Iris-setosa
+16,7.614978361578739,3.0,6.601449755388723,2.0843358859979055,Iris-virginica
+17,5.0018347169123984,2.0000013416349867,3.1995711717753608,0.8999971847339795,Iris-versicolor
+18,6.518116880746366,3.2036024706393045,5.078775582212613,2.0280759795639414,Iris-virginica
+19,6.805688655176209,3.200781289514349,5.916977244083872,2.2912618710136794,Iris-virginica
+20,6.213079355783624,3.400201578025211,5.414842444091738,2.300814018644558,Iris-virginica
+21,5.242186292029427,2.5200711479239306,3.688514380154524,1.2640694890541646,Iris-versicolor
+22,6.099793826538816,2.8148793636901246,4.704739380392352,1.2155287032276219,Iris-versicolor
+23,6.7508864436844815,3.119564065002988,4.739841088881851,1.5151792554029957,Iris-versicolor
+24,5.3983099328037705,3.404203887033444,1.5202958317075306,0.43797051020096045,Iris-setosa
+25,6.18433786368247,2.2211966374792502,4.491220104114915,1.4739122945646692,Iris-versicolor
+26,6.4183935281415225,3.1792917035362764,5.2866173723805225,2.299582757030745,Iris-virginica
+27,6.018957212880343,2.917220940612604,4.619244890428811,1.442387564780891,Iris-versicolor
+28,6.795376991731802,3.1911393549304647,5.950187955843979,2.281899686991064,Iris-virginica
+29,6.098777777253983,2.832771812231777,4.709187977816356,1.2439420167839044,Iris-versicolor
+30,6.602770456701832,3.1080947054972823,5.663099409937544,2.2702221314879227,Iris-virginica
+31,6.730238937373999,2.506203533779074,5.8924098106107845,1.8175948744215584,Iris-virginica
+32,6.287960316858556,2.501719312865555,5.005000352653888,1.8902832936757274,Iris-virginica
+33,6.304452344246809,2.7309241331031644,4.822181356540658,1.8047257070938816,Iris-virginica
+34,4.420055510746701,3.221193443686866,1.309594105743182,0.1982518266372157,Iris-setosa
+35,6.010748494948417,2.187891046667752,3.9637461438345785,1.0083678016054936,Iris-versicolor
+36,6.349019897189219,3.2876352516685157,4.712222520851515,1.599565379487178,Iris-versicolor
+37,6.517434141160532,2.8073066721647337,4.60956219325061,1.518316281205162,Iris-versicolor
+38,7.9,3.8354568565579794,6.400308945446669,2.0170550278205246,Iris-virginica
+39,6.791535448458819,3.1035593230746628,5.128777209661835,2.30508348714749,Iris-virginica
+40,4.65583618325198,3.1436366165341623,1.4698151812604865,0.19841629996266907,Iris-setosa
+41,6.805225322382654,3.0,6.038744867894797,1.7991260790268855,Iris-virginica
+42,4.7707300206277905,3.3946940398499104,2.160962685165171,0.1980916474018008,Iris-setosa
+43,5.973307580937091,2.21447666448771,5.010686923500711,1.503500350560596,Iris-virginica
+44,5.6727006410080625,3.7752972975576498,1.6609860032337431,0.30718746856516993,Iris-setosa
+45,5.5726571662578746,2.4898802746556465,3.8728941290355556,1.0536215807067035,Iris-versicolor
+46,5.549734037391904,2.5037018359339123,4.014384852776676,1.233136053413455,Iris-versicolor
+47,6.589456468228713,3.0,5.823760418198519,2.223072517402432,Iris-virginica
+48,6.3065902299472105,2.6619523546746335,4.931303773968206,1.8051518490484875,Iris-virginica
+49,4.980459231253724,2.000000525981579,3.299184838478424,1.0196949224746517,Iris-versicolor
+50,4.3,3.0,1.093928407834001,0.1,Iris-setosa
+51,4.393313659304063,3.2280660796094534,1.3062278643332574,0.1996399627922657,Iris-setosa
+52,5.3673606384684724,2.4643137794161416,3.6798095100912502,1.0453876001282352,Iris-versicolor
+53,6.094750214449141,2.818471097227439,4.667711382947284,1.2000502527489565,Iris-versicolor
+54,4.8010869832118255,3.4130081418364164,1.711844213072594,0.19448160452182522,Iris-setosa
+55,5.482353220298862,4.199999258859515,1.4163616141556679,0.19993553765762967,Iris-setosa
+56,5.951811997958047,2.7529036694038846,4.524519749542554,1.0713974536720405,Iris-versicolor
+57,6.731750275624532,2.499914506499793,5.8980671669909155,1.827774281620222,Iris-virginica
+58,5.003966328922121,3.5305452339869876,1.406312691368118,0.19869061562237084,Iris-setosa
+59,5.377574020555745,3.4031994329656694,1.516237271726209,0.38156570380453275,Iris-setosa
+60,7.151474449109793,3.189202326293204,5.979338082809695,1.787082353128943,Iris-virginica
+61,6.511428784236549,3.201329898972038,5.091660277752869,2.0102132399971544,Iris-virginica
+62,6.694230075218108,3.1116126280607195,4.730342818207532,1.4967524007911575,Iris-versicolor
+63,5.493029684577586,3.0,4.464355556591411,1.5080700558274,Iris-versicolor
+64,5.931578918813963,3.234649653608079,4.760163111411101,1.786650701171685,Iris-versicolor
+65,5.811362783873126,2.6822257083706935,4.085561236309457,0.9702098156254428,Iris-versicolor
+66,6.445809346273372,3.0,5.732438374287926,2.202317980801874,Iris-virginica
+67,6.25151707258196,3.387015194353029,5.455558259625603,2.3120369333458064,Iris-virginica
+68,5.488083177500091,2.490113556001933,3.978442279546601,1.2889720625211338,Iris-versicolor
+69,7.7188584217159235,2.6015421491770647,6.899998530016305,2.3028891459228067,Iris-virginica
+70,7.6902208778340295,2.5962203911092567,6.899998976718709,2.2935716744175547,Iris-virginica
+71,5.555149461255815,2.419767315939052,3.808511012788237,1.0892656348334342,Iris-versicolor
+72,4.9737231590053215,2.0,3.3767438313636733,1.02215741888775,Iris-versicolor
+73,6.531455367716425,2.917720056050946,4.546567021222458,1.4711909109565313,Iris-versicolor
+74,7.733802949905363,2.5905382772801606,6.8999988116697875,2.3145439057292374,Iris-virginica
+75,5.121415776883673,2.5019283345654384,2.9053028621401693,1.1059570605827524,Iris-versicolor
+76,4.464141681391004,2.934626503406662,1.415877740641249,0.21484318974578104,Iris-setosa
+77,4.4121107481583515,3.1925655605669436,1.3067491701602183,0.19996997219065524,Iris-setosa
+78,4.3,3.0,1.1022988043619817,0.1,Iris-setosa
+79,7.699530918463229,3.0,6.153425795296377,2.297116479403971,Iris-virginica
+80,4.99492642007386,3.683779728938696,1.4027845234441254,0.20580155934525138,Iris-setosa
+81,4.58442629018113,3.6126846159956405,1.0,0.20413964006815033,Iris-setosa
+82,5.615332465250075,2.879496371203018,3.72583002999477,1.29531246617328,Iris-versicolor
+83,6.317675128032641,3.2867402774932395,5.993255750758854,2.499999766352009,Iris-virginica
+84,4.913723075361718,3.0958732291849937,1.5270273541524273,0.10000010457658905,Iris-setosa
+85,5.720452946612967,3.0,4.277770355901024,1.312355695269003,Iris-versicolor
+86,7.561742513078272,3.0,6.534095821081894,2.1308093744269,Iris-virginica
+87,4.87892063257804,3.0,1.427221310381275,0.1,Iris-setosa
+88,4.3,3.0,1.1091245325934254,0.10000012314260273,Iris-setosa
+89,5.849032816369597,2.9935160776159133,4.502082784853898,1.5359361237214353,Iris-versicolor
+90,6.016864211758729,2.194889480427285,4.961658039561596,1.5115784865515403,Iris-virginica
+91,6.2006072872719615,3.404320918666276,5.515325491887972,2.3628524092392578,Iris-virginica
+92,5.549912745948149,2.478291520631621,3.749172007752833,1.1018680060803583,Iris-versicolor
+93,5.3629571182965226,3.906363583897531,1.3108934655495381,0.33756403980732186,Iris-setosa
+94,6.183562077258263,2.965917181221704,4.6433480485874075,1.522343041698831,Iris-versicolor
+95,5.033833104380367,3.4335173211654704,1.7875070048743547,0.3458621412863633,Iris-setosa
+96,6.226105179367569,2.1860786179674285,4.515258089204938,1.4834365960956846,Iris-versicolor
+97,7.701041139347662,2.619323878307627,6.9,2.3061646639905398,Iris-virginica
+98,6.05354165222081,2.848808908303022,4.694454842011887,1.3168857815751691,Iris-versicolor
+99,7.67184058053523,2.900752302764658,6.661517613220002,2.024318282074972,Iris-virginica
+100,4.911396759680957,3.1308951043043707,1.5133927678445285,0.1,Iris-setosa
+101,4.974811394857317,3.6290614091281257,1.698191090550284,0.20216664909166931,Iris-setosa
+102,5.178671169975333,3.397135789325541,1.3937357542230473,0.19539100180667873,Iris-setosa
+103,6.037215984611101,3.383550439446134,4.539187862755212,1.5954126151166876,Iris-versicolor
+104,6.450578575502353,3.177024612044047,5.220186802689971,2.213492638941328,Iris-virginica
+105,6.485778576025861,3.0,5.763835461542715,2.2130986200081986,Iris-virginica
+106,4.39973475505561,2.899927479906805,1.3662173214797337,0.20016823456326827,Iris-setosa
+107,4.813055760029153,3.0,1.413161770466943,0.1,Iris-setosa
+108,5.497882457323563,2.5029639671450936,3.9996144275336283,1.2993886186388626,Iris-versicolor
+109,6.006566233714054,3.3872707966464595,4.513945141531352,1.603641831254287,Iris-versicolor
+110,5.733114993215496,2.9148336230187333,4.087982452773159,1.2188372251199608,Iris-versicolor
+111,7.542875632156925,3.0,6.5992356117061775,2.1310506551459545,Iris-virginica
+112,7.02797364430956,3.1091140429339488,5.191752485934486,2.304139241288586,Iris-virginica
+113,4.552931555705226,3.2065211825783795,1.3777475180548329,0.19426677392758357,Iris-setosa
+114,5.020280312315344,3.5907876065067734,1.3926756895112915,0.20422703652198887,Iris-setosa
+115,5.153441925880359,2.668920737830211,3.86148442104387,1.3911749234390645,Iris-versicolor
+116,4.627022649207036,3.123054468853844,1.511879255730725,0.20004812295039115,Iris-setosa
+117,4.973109636262824,3.72785922616938,1.5685869345011008,0.20177221806789933,Iris-setosa
+118,6.940456210963319,3.1456831991502794,5.439201923334489,2.3072578640260493,Iris-virginica
+119,6.279991239499318,3.2856858540827,5.914530308041601,2.5,Iris-virginica

iris/tab_ddpm/5_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/5_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/5_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/5_0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.716337562206338,2.793001295432695,4.511570683363154,1.2888407349183604,Iris-versicolor
+1,5.896160006764421,2.867017330934718,4.464323067901626,1.4383190705138547,Iris-versicolor
+2,5.545627135998674,3.0,4.495676175325148,1.5070989061496387,Iris-versicolor
+3,4.989893869294795,2.0,3.587979933858034,0.9495926439329947,Iris-versicolor
+4,4.3,3.0,1.0862022767489439,0.1,Iris-setosa
+5,5.495319518095835,2.498927587032099,4.045831207442584,1.311387340027672,Iris-versicolor
+6,5.959961242536681,2.9393473171744064,4.544359859472795,1.5251148011120417,Iris-versicolor
+7,6.175533307408566,2.202671852354247,4.482427069490752,1.501369825406291,Iris-versicolor
+8,6.911155688736722,3.111441786936203,5.154224051375233,2.2894701818338032,Iris-virginica
+9,7.697875590795256,2.5868774152649907,6.9,2.29346757489905,Iris-virginica
+10,5.4829128988117075,3.0,4.504863181779767,1.5142437450061703,Iris-versicolor
+11,6.48188627715761,3.1866424326623277,5.08213115920507,2.014544099365267,Iris-virginica
+12,4.3,3.0,1.096759925779133,0.1,Iris-setosa
+13,7.6838399931164,3.0,6.178703004659287,2.2514368690923323,Iris-virginica
+14,7.899998933970545,3.767780661595019,6.447717852958252,1.974779022953428,Iris-virginica
+15,4.3,3.0,1.0816819405732379,0.1,Iris-setosa
+16,4.987538712825565,2.0,3.4402996962435424,0.9256056083963466,Iris-versicolor
+17,5.630675141804237,2.902366569804009,3.664473346113363,1.3064345918296936,Iris-versicolor
+18,6.369207992336089,3.287677560595774,6.051155419658501,2.5,Iris-virginica
+19,4.862818266513665,3.0,1.4456403963752333,0.10000010466635345,Iris-setosa
+20,5.666066638691649,3.7749123139617295,1.8670478428058868,0.3935490003351988,Iris-setosa
+21,5.621773479510795,3.0,4.518371872653217,1.511025963373253,Iris-versicolor
+22,5.042621260307674,2.0000007247297638,3.269633208273894,1.032316215674823,Iris-versicolor
+23,7.9,3.792954123964228,6.422054613182305,2.0092156769882994,Iris-virginica
+24,6.282313703710965,2.6815560874063373,4.890170242672779,1.7905051113669757,Iris-virginica
+25,6.002137591109131,2.1839099952246093,3.9116833759979643,1.0326337615292347,Iris-versicolor
+26,4.5874507564238165,3.1128534442662517,1.499759469024757,0.19653690066923896,Iris-setosa
+27,5.894940237965752,3.1872785193531756,4.813184289525559,1.7977272131301412,Iris-versicolor
+28,6.294025599572163,3.3902181671673364,5.551868771588637,2.3821040879678828,Iris-virginica
+29,5.871195160676458,3.2088179213847132,4.751184806102118,1.8197216501236007,Iris-versicolor
+30,6.69719181802045,3.0,4.984414800403653,1.6738114548770673,Iris-versicolor
+31,4.457483047639193,2.987811589776499,1.4253205593926677,0.21009990787640004,Iris-setosa
+32,5.407397362912146,3.9266317355458114,1.275071965547203,0.4252853071637589,Iris-setosa
+33,4.887439164558916,3.099084225476149,1.4818484885487029,0.10000013957568901,Iris-setosa
+34,6.664794655331039,2.465160492610617,5.742195084017241,1.8149685890511087,Iris-virginica
+35,4.592053711553965,3.5936177439450394,1.0000005443392257,0.19747281263678562,Iris-setosa
+36,5.117401101577365,3.442733514897135,1.3835859176811924,0.19665011206381622,Iris-setosa
+37,7.2391459455483895,3.201687449893691,6.075422851147283,1.7764670761979913,Iris-virginica
+38,5.172132548375689,2.6750784348857675,3.918552489367954,1.4223560518500835,Iris-versicolor
+39,7.185238651190774,3.1955010916933144,5.966568791131964,1.813048615870046,Iris-virginica
+40,4.601500058538517,3.080149858762711,1.475360634757691,0.20213255733231325,Iris-setosa
+41,4.984005733671396,2.0,3.699580743606056,1.015054505820156,Iris-versicolor
+42,6.153572325469272,3.3346822222474923,4.639755738829196,1.6052952307196582,Iris-versicolor
+43,7.713292874997884,2.6191579261772446,6.899998958313297,2.289706726485225,Iris-virginica
+44,6.712294583155962,2.5110354700088875,5.868166925551203,1.8048021793030709,Iris-virginica
+45,7.899998727531686,3.7717524335148336,6.386989663268662,2.014276689211049,Iris-virginica
+46,5.78989673978873,2.8009739389305865,4.293440855415262,1.2128652442028065,Iris-versicolor
+47,6.2108614083031926,3.3991943796819846,5.433267216748842,2.3094700631333076,Iris-virginica
+48,6.236741706631464,3.399327700258626,5.441101518324729,2.327263951892972,Iris-virginica
+49,4.977111496596401,2.0,3.5047254910138745,0.9522529225008485,Iris-versicolor
+50,7.6883874297944965,2.616903309225673,6.899998952134419,2.301132176638079,Iris-virginica
+51,5.599960902540887,2.4757177787872187,3.9382624958399184,1.1366041345297129,Iris-versicolor
+52,5.235105999554186,3.3997517560325945,1.398020188531447,0.20055613728674196,Iris-setosa
+53,7.705398694174514,2.6027737137893547,6.9,2.3040084447766844,Iris-virginica
+54,5.4867441633894405,4.2,1.3780969862045074,0.19659928206626126,Iris-setosa
+55,4.300000833414285,3.0,1.1041052623615528,0.10000011636792837,Iris-setosa
+56,6.712844911724257,3.121455364668499,4.707219330038318,1.5069180851506212,Iris-versicolor
+57,5.1890657088360195,3.402361064915328,1.406414980896039,0.2022298169527801,Iris-setosa
+58,5.951908240691742,2.220790853925206,4.048943769511498,1.0129328024211404,Iris-versicolor
+59,6.42763935445779,3.001830878414731,5.535334778254834,2.274345638841176,Iris-virginica
+60,5.78244089862776,2.6885775331492052,4.077922116850008,1.0024935314263281,Iris-versicolor
+61,4.8991120443543315,3.1032498745185255,1.510444158586002,0.10000010408199737,Iris-setosa
+62,5.805939064072535,2.721506113218289,5.1080213537399315,1.916377188499264,Iris-virginica
+63,6.840439470558706,3.182739894818513,5.801200642990314,2.3040808854024593,Iris-virginica
+64,5.799040776651306,2.691984978257946,5.112695602824337,1.9103493482094354,Iris-virginica
+65,6.471041839114967,3.109584184708747,5.035800998387277,2.0027244060837033,Iris-virginica
+66,7.710555162234729,3.0,6.14483294944054,2.2806618369473535,Iris-virginica
+67,6.179402344602627,3.389252161086673,5.379793957119426,2.283987798762012,Iris-virginica
+68,5.033600134509498,3.0,1.598896788705149,0.20104276946298852,Iris-setosa
+69,6.051294826600654,3.3758759984142617,4.571147691904275,1.6126737496175463,Iris-versicolor
+70,6.59772869173909,3.0,4.380829344912104,1.3983811653610752,Iris-versicolor
+71,6.127466532630236,2.8421370548427376,4.732365271112246,1.2882509747289967,Iris-versicolor
+72,6.247255290403826,3.400324455239335,5.4960573929985586,2.3379777706078118,Iris-virginica
+73,5.8771073427929466,2.237947712999224,3.9145448144764154,1.0234807483176769,Iris-versicolor
+74,7.706478065174333,2.599812510393699,6.8999984500188605,2.3036418885949104,Iris-virginica
+75,6.885452340792231,3.209315939535556,5.77475759238719,2.300170973320636,Iris-virginica
+76,4.399770409766549,3.21803123510752,1.3035096770743118,0.20327256558263693,Iris-setosa
+77,5.0207821967677875,2.000000742243458,3.5969458270490136,1.0244033084532809,Iris-versicolor
+78,7.899998592158445,3.773324551965926,6.4152226582503245,2.0356795322955845,Iris-virginica
+79,6.6993348497383565,3.0,4.977518103215967,1.7131935905163906,Iris-versicolor
+80,5.008127411458413,2.000000708499264,3.5029116496335533,1.0006908081529766,Iris-versicolor
+81,6.723283448717409,2.4911462419819728,5.819596308364791,1.8104371658758869,Iris-virginica
+82,6.811831502396141,3.134381796274211,5.126154539230103,2.302515052414996,Iris-virginica
+83,6.486135230202463,2.7648780973729887,4.562555536449909,1.4905002994561074,Iris-versicolor
+84,5.459086153102966,3.0,4.520096337720421,1.507435849431338,Iris-versicolor
+85,6.295962991862463,3.3989766868371856,5.589069013405879,2.3783653021129396,Iris-virginica
+86,6.2233876438845925,3.3952099392183657,5.394942792099536,2.3124776828447238,Iris-virginica
+87,5.471605657532304,4.199999107585205,1.3643564794234997,0.1968186537638564,Iris-setosa
+88,7.710745344649646,2.8052961607530187,6.7042887799371895,2.0073131159027793,Iris-virginica
+89,6.093460185112104,2.8975779810959725,4.623786750199886,1.496126605274425,Iris-versicolor
+90,6.694623474780239,3.0,4.9901170195674185,1.6998607595782647,Iris-versicolor
+91,6.523812213462423,3.0,5.808675591810483,2.189310757904501,Iris-virginica
+92,5.426362792550636,3.9113047007327744,1.3093541969129276,0.42180548693683173,Iris-setosa
+93,6.442343352050231,3.212530830521442,5.1839430272079845,2.2066037035259614,Iris-virginica
+94,4.61030502155665,3.645660165669343,1.0000005099272127,0.2003874908507652,Iris-setosa
+95,5.505338885884271,4.199999218105974,1.4137793239790772,0.19751638836506946,Iris-setosa
+96,4.714870118992024,3.294559197267772,1.4594769178394587,0.2030493989856295,Iris-setosa
+97,6.139031928216024,2.224159274368669,4.397558374512602,1.4292944355328232,Iris-versicolor
+98,4.300000702893144,3.0,1.1003310389234613,0.10000015891657144,Iris-setosa
+99,4.414107945372438,2.9590128349206513,1.4124685511067476,0.2013259957796896,Iris-setosa
+100,6.2987029409766775,2.722809535436551,4.900465752043237,1.7905397410346695,Iris-virginica
+101,5.616486028090457,2.504579210503092,3.879999105240325,1.0848390681891549,Iris-versicolor
+102,6.2399634989834825,2.197574669939964,4.50169916185948,1.4853628796169382,Iris-versicolor
+103,5.519588265274624,3.0,4.45295686910197,1.4752012222465498,Iris-versicolor
+104,5.492604287834218,4.199999219665203,1.3929448813910983,0.19195923897490574,Iris-setosa
+105,6.546518220249775,2.8041714851176973,4.64497150801564,1.5101139069166265,Iris-versicolor
+106,7.452841965647014,3.0,6.423415966912245,2.1630651468495325,Iris-virginica
+107,4.575817901343571,3.6700661619544395,1.0,0.2029923553348074,Iris-setosa
+108,5.805217687965465,2.7146680843199533,4.152066763597753,1.0554735950832639,Iris-versicolor
+109,6.784659754129381,3.2005558207708895,5.834900843786254,2.304855895212716,Iris-virginica
+110,6.596974066495492,2.7744705091643187,4.639247457543978,1.454310417720954,Iris-versicolor
+111,5.784217248559463,2.8077926605954016,5.0917674735508545,2.402232735102387,Iris-virginica
+112,7.664905232327993,2.799172190320798,6.6918664515475275,2.036813100175978,Iris-virginica
+113,6.013580934681454,3.4040825069424403,4.531133096785631,1.6068186038155712,Iris-versicolor
+114,5.615799432499403,2.502734283618755,4.006598479463692,1.0645897841353609,Iris-versicolor
+115,4.96123484446068,2.0,3.365559527355499,0.9471682687769174,Iris-versicolor
+116,7.02294084719627,3.0653477795648687,5.176102618903368,2.3063881188382056,Iris-virginica
+117,6.097563522818507,2.596545957133427,5.636452592001214,1.397734951226747,Iris-virginica
+118,5.103492886100931,3.356501965968218,1.5991112182600073,0.5094672034486306,Iris-setosa
+119,4.802439030539812,3.0,1.4061385686177326,0.30578349972460706,Iris-setosa

iris/tab_ddpm/5_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/5_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/5_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/5_0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.426631024682203,2.9705889687953566,1.4044774353908267,0.1944989159698754,Iris-setosa
+1,5.489101152770497,3.0,4.494584570308276,1.517040751954717,Iris-versicolor
+2,6.838757266888791,3.210146440932926,5.7762382001085335,2.3035675224521337,Iris-virginica
+3,6.547643458429385,2.9676541735353896,4.426865879707555,1.4285513950939497,Iris-versicolor
+4,6.75602130365167,3.1370958168466423,5.686589835140728,2.2576073793158113,Iris-virginica
+5,5.780085969834124,2.7005878176990357,5.118264061278936,1.897320191361667,Iris-virginica
+6,6.685144290871406,3.119563950051937,4.7241187919145675,1.5049641697785565,Iris-versicolor
+7,5.94077787855202,2.175001758988588,3.9853214879689562,1.0067295253546797,Iris-versicolor
+8,4.3000006450828465,3.0,1.1002242565087819,0.10000024287355751,Iris-setosa
+9,5.092163133144043,3.482761936289683,1.3811155772158186,0.20316288905828006,Iris-setosa
+10,5.138540629749134,2.517375172060518,3.1267427074210756,1.1255461632637564,Iris-versicolor
+11,6.211383980636029,2.786351112908484,4.814066677003045,1.786822172969225,Iris-virginica
+12,5.823397652887238,2.7098586702225997,5.077894871233781,1.8989952471768519,Iris-virginica
+13,5.486392519772025,3.0,4.487523945634143,1.4880812792788423,Iris-versicolor
+14,5.1431738888099945,2.4302712901378256,2.9328337078746625,1.0270231710845097,Iris-versicolor
+15,4.8207728223157345,3.401601651312079,1.7356281749649378,0.19924303662202375,Iris-setosa
+16,5.609735885187131,2.905525636775336,3.6198758501060597,1.2735898481736831,Iris-versicolor
+17,5.774287299015144,2.785300202094391,5.095549397518824,2.376751445702761,Iris-virginica
+18,5.662386549531235,2.827780753193201,3.936084789874916,1.2423428559387761,Iris-versicolor
+19,4.765730325862113,3.3952545148805506,1.6668260957892045,0.19785684110120866,Iris-setosa
+20,5.7019048698485015,2.3207033725922916,3.784065373723333,1.0287292625891085,Iris-versicolor
+21,5.514862605116611,2.4182997807602984,3.7567794787961337,1.0022583730716936,Iris-versicolor
+22,4.998395542112982,3.4000732897296233,1.5904169220668245,0.4190243774630479,Iris-setosa
+23,5.808858462342107,2.7033847011462036,5.130550662965874,1.8970839238985047,Iris-virginica
+24,5.18464041046971,3.4392354499244098,1.4009089500374559,0.20097428470857734,Iris-setosa
+25,5.440714015473696,2.5713935474522054,3.88982756778201,1.3098881365019155,Iris-versicolor
+26,4.8064250289059265,3.4004090873056225,1.6857393135929362,0.19936770304152326,Iris-setosa
+27,6.624340095815234,3.0,4.417636700653886,1.402873333185394,Iris-versicolor
+28,4.627490203353847,3.0942673044903684,1.4900647358156913,0.19352673965972145,Iris-setosa
+29,6.427253046065832,3.1534220851103982,5.244756256808139,2.1864708227371357,Iris-virginica
+30,6.428780379994386,3.210381817359555,5.293329758410934,2.302860235063368,Iris-virginica
+31,4.7844997383173204,3.401375895088059,1.8299827347399602,0.20470097064836115,Iris-setosa
+32,4.300000454077557,3.0,1.0956667396084114,0.10000010229132883,Iris-setosa
+33,6.794887963871569,3.2009104553842977,5.852430751743691,2.279272631208645,Iris-virginica
+34,6.3830020861819605,3.1561261551753774,5.211149460099268,2.1286577307182757,Iris-virginica
+35,5.734228185233439,2.8109145508112707,4.211703703893719,1.1470805047471841,Iris-versicolor
+36,6.270924771302759,2.6915838980497235,4.896036860668123,1.7810716241767692,Iris-virginica
+37,4.586972430072478,3.611370172733314,1.0000004128994964,0.19738847336925225,Iris-setosa
+38,4.3,3.0,1.0874891838026604,0.10000009957564061,Iris-setosa
+39,5.353350435662283,2.556029632724581,3.975714371018123,1.3593344421361235,Iris-versicolor
+40,5.498337594466248,2.4947656402689997,4.003495392493536,1.2943471789208743,Iris-versicolor
+41,5.648717064394173,2.850148791658089,3.8184931435850378,1.2853235772157554,Iris-versicolor
+42,6.364203087390329,2.956384570531592,5.6226567141234085,2.1335502014329975,Iris-virginica
+43,6.294878129536957,3.3977879428153894,5.612355970318909,2.398595979023941,Iris-virginica
+44,7.9,3.7054300835008593,6.436834856405919,2.0508337806773214,Iris-virginica
+45,6.051631005578661,3.3230366000215565,4.68083641446898,1.6645150660354529,Iris-versicolor
+46,7.899998723574055,3.8082402763600114,6.478870072840312,1.9687636327981897,Iris-virginica
+47,4.3,3.0,1.095397021271289,0.1,Iris-setosa
+48,5.504367555176299,2.4676334057763887,3.9923681568360085,1.2684300640284718,Iris-versicolor
+49,5.1141870826561435,3.2969158335790216,1.6925520640773053,0.5079795012738044,Iris-setosa
+50,7.666899030897614,2.5892328138989273,6.9,2.2669997055795696,Iris-virginica
+51,6.207226705229185,2.7980589418716835,4.791547212508765,1.7853711926494649,Iris-virginica
+52,4.611712792117509,3.1377157518590186,1.4486649708963029,0.1991225766042546,Iris-setosa
+53,6.205979020570692,2.7790689872266925,4.823560047405315,1.7896079777277187,Iris-virginica
+54,5.53288164499233,2.4617526264763625,3.7677819604220066,1.0417879854424275,Iris-versicolor
+55,6.706277765241231,3.0,5.010017408940047,1.711990052380515,Iris-versicolor
+56,5.963806049819225,2.7995467821408946,4.597354011087127,1.2672657327661583,Iris-versicolor
+57,4.998773381348286,2.000000937770132,3.647732203688245,0.9478544990160077,Iris-versicolor
+58,7.6142090451653655,3.0,6.600694228026408,2.099880917709194,Iris-virginica
+59,6.255795719727907,3.2815566968754264,6.018754268761424,2.49999978306206,Iris-virginica
+60,6.604277352461488,3.1276426732421543,5.345920612655804,2.1804153532778114,Iris-virginica
+61,5.444808379701401,2.4532145950013358,3.7137301918418264,1.0851014649458026,Iris-versicolor
+62,6.499142895904519,3.1964760907535954,5.092896140862439,2.0086051056706884,Iris-virginica
+63,5.790230886749436,2.701158397399495,5.098474522066657,1.888189818910715,Iris-virginica
+64,6.272363005613628,3.3929075739440266,5.5608552768200665,2.398504339097324,Iris-virginica
+65,6.180765904442329,2.212470175845178,4.513042956689315,1.4610084936689647,Iris-versicolor
+66,4.30000050141819,3.0,1.0981929756637565,0.1,Iris-setosa
+67,6.422230151537117,3.248052685181955,4.729916684471711,1.5662141376685237,Iris-versicolor
+68,6.2174723997300525,2.812798610252384,4.762593937129064,1.7780582063022965,Iris-virginica
+69,6.299100128549429,3.2989204202114646,6.037294963726341,2.499999724066877,Iris-virginica
+70,4.796314623886679,3.3991146574007214,1.6936603843485987,0.20223819796275497,Iris-setosa
+71,6.186177765666104,3.3258916381143306,6.126799541682134,2.5,Iris-virginica
+72,4.802571751684366,3.402067801352151,1.998207797946206,0.19870469824058232,Iris-setosa
+73,5.9652008127746505,2.221519187211096,3.999879046948401,1.0476733561574902,Iris-versicolor
+74,5.560871854081998,2.484893128290506,3.8902255881686942,1.118757737611675,Iris-versicolor
+75,4.3000006082002535,3.0,1.108292458397003,0.10000012076042347,Iris-setosa
+76,5.895992222301718,2.798370810143611,5.120735896453442,2.3925936681745137,Iris-virginica
+77,5.239978467213239,3.572698690255512,1.5080857140465311,0.212090183008576,Iris-setosa
+78,7.721062779424554,2.6076250403754453,6.9,2.2872868289527637,Iris-virginica
+79,5.807936680278242,2.699707716233467,5.082683632071477,1.8661657239960847,Iris-virginica
+80,5.427254063788757,2.5034140043718627,3.687952071394708,1.1251181778660821,Iris-versicolor
+81,6.5558807673012875,3.0,4.48193865098752,1.4506016394189585,Iris-versicolor
+82,7.697832503650399,2.6138498772462953,6.899998394444774,2.2979552178248066,Iris-virginica
+83,4.790899539916372,3.0,1.4053312487235283,0.2747279153048029,Iris-setosa
+84,5.4164894519087685,3.911537289923496,1.2933740415165054,0.4370568832451178,Iris-setosa
+85,6.098371940617267,2.8241407456902534,4.7068087789981465,1.266663556095307,Iris-versicolor
+86,6.062131374762427,2.912678089909535,4.637207869453188,1.4309702390873462,Iris-versicolor
+87,5.439988215522821,3.4016458871081285,1.5123400659407702,0.43732734904815473,Iris-setosa
+88,6.0891714239382555,2.601302885955249,5.609605393120578,1.4459767016224885,Iris-virginica
+89,4.641835481180933,3.541109832675924,1.0000004480929892,0.20241750332930208,Iris-setosa
+90,6.289651885643951,3.3156224378285,4.6665809292938505,1.584510158677755,Iris-versicolor
+91,4.515508494437272,3.138427866776682,1.4086811296069153,0.1988839862994461,Iris-setosa
+92,5.4761511870578765,4.2,1.38957860692331,0.19221992140169045,Iris-setosa
+93,5.6808236444147,3.0,4.223761248871811,1.2003150324767267,Iris-versicolor
+94,7.690066144539581,3.0,6.338332185787645,2.269018261560106,Iris-virginica
+95,6.001637952588064,3.407694665886991,4.529319852533388,1.6237414391504406,Iris-versicolor
+96,6.699633248801704,2.497350708514015,5.795237606471989,1.7928601604739485,Iris-virginica
+97,5.727082492810231,2.8030679293628995,4.388349579300398,1.3260607410465608,Iris-versicolor
+98,6.029940211742597,2.2019633776354803,4.028877325055637,0.9105134132520306,Iris-versicolor
+99,4.601766648004614,3.206621380324785,1.3880714941435914,0.20045512307000826,Iris-setosa
+100,5.804534435348299,2.682979944641938,5.091436201425277,1.8893750364843958,Iris-virginica
+101,5.016684759093667,2.0,3.092459942863715,0.9039275217656236,Iris-versicolor
+102,6.168922993665073,2.189647765376399,4.457162402409282,1.4162678423256645,Iris-versicolor
+103,4.985219806818274,3.0,1.6319385359482779,0.1967281158764564,Iris-setosa
+104,4.92371828175105,3.102948921150208,1.473180165991476,0.1,Iris-setosa
+105,6.690320451323351,3.0,4.982435950943328,1.6875608904690769,Iris-versicolor
+106,6.063328632680293,2.8631448632612737,4.695010723719038,1.279481667597228,Iris-versicolor
+107,5.919443107088732,3.1987341032194156,4.778109546339735,1.7600605706695422,Iris-versicolor
+108,6.640995430026868,3.0,4.471252005771422,1.4306320282707041,Iris-versicolor
+109,6.106419486155604,2.8345937876055443,4.716949522578181,1.3065704916157102,Iris-versicolor
+110,6.08212181820403,2.593233198625114,5.630360297875615,1.41138852118344,Iris-virginica
+111,5.623886455701744,2.7873422204145415,4.444561959875469,1.3094878450426386,Iris-versicolor
+112,7.677571776776746,2.602333358256928,6.9,2.2995398417925657,Iris-virginica
+113,6.191477655986031,3.4048868431107797,5.507059671795608,2.33537043325897,Iris-virginica
+114,4.406424824165626,2.9790504891736056,1.4025593001413776,0.19505607144479387,Iris-setosa
+115,5.43223775490805,3.404355820251726,1.5291792930541297,0.44583809848437533,Iris-setosa
+116,5.238117830231278,2.6345188054783955,3.8662447486993052,1.365422928847588,Iris-versicolor
+117,6.943660510624811,3.1942812919611696,5.846512620756386,2.2896855334234636,Iris-virginica
+118,5.190727552602803,2.73594643257222,3.9327002380229326,1.412168391087876,Iris-versicolor
+119,6.387545717339121,2.8307897190395295,4.559510445918982,1.488288291853845,Iris-versicolor

iris/tab_ddpm/5_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/5_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/5_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/5_0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.001430735626451,2.000000521001022,3.5706239210691724,1.0342754896042188,Iris-versicolor
+1,6.67921600453951,3.1071078054802257,4.721360516745894,1.497251669337554,Iris-versicolor
+2,4.985311245761195,3.4046922550508425,1.5954741133240433,0.3371810585630333,Iris-setosa
+3,5.161713766660362,3.455382662690354,1.4247209746500207,0.20417254747514724,Iris-setosa
+4,7.148302662835606,3.202488952668868,5.971641546240958,1.8724746991092067,Iris-virginica
+5,4.5949014438314615,3.6072327053010067,1.000000752601042,0.19958042631504877,Iris-setosa
+6,5.456185553293224,2.435860182550173,3.6435884163700925,1.0229273219103023,Iris-versicolor
+7,5.7620841210841025,2.711650981529185,5.1072489157799,1.9191146555492258,Iris-virginica
+8,5.0618129909885035,3.348277177754655,1.6821421609921037,0.4650651490703045,Iris-setosa
+9,6.484873340511056,3.0,5.797082920578074,2.184691066715498,Iris-virginica
+10,6.101775274845992,2.6039671315159114,5.615554324102298,1.4062096624033444,Iris-virginica
+11,6.287727408780965,3.2872774026791314,6.0746417648463,2.4999997759774693,Iris-virginica
+12,6.585528472085482,3.206194530385864,4.733378940877759,1.536502860517989,Iris-versicolor
+13,6.3849657503529285,3.293922669895969,5.228289038356788,2.1059885733790464,Iris-virginica
+14,7.166239535477321,3.2147406775419265,5.956950615593573,1.7980982623459538,Iris-virginica
+15,4.574156341104123,3.138909375530239,1.4847631644327164,0.20003291257306755,Iris-setosa
+16,6.187726814191791,2.781895121651923,4.852147898055886,1.8077660894127405,Iris-virginica
+17,5.76879303383147,2.795672461545045,5.091848733430809,2.4109425108238525,Iris-virginica
+18,5.511489992510844,4.2,1.4088500924118277,0.20309485867363214,Iris-setosa
+19,5.221889794682794,2.7103284953099696,3.8906682905297734,1.4002507511477644,Iris-versicolor
+20,7.710906815609226,2.615747872671164,6.899998214235032,2.304935271113105,Iris-virginica
+21,6.332178807413959,3.3056247669851553,6.0205510576426935,2.4999998020177174,Iris-virginica
+22,4.300000578464713,3.0,1.1021452004720347,0.10000014429265888,Iris-setosa
+23,4.588481823077855,3.632462036506959,1.0000003630018988,0.20039093437255895,Iris-setosa
+24,5.491947151358866,4.199998878579222,1.3982312643249801,0.1990411488583107,Iris-setosa
+25,6.491553988352329,3.0,5.755895363205305,2.2183125880508747,Iris-virginica
+26,5.032318009671059,3.5084764254447087,1.4104604341413887,0.20507255243853081,Iris-setosa
+27,5.196241402497131,3.3998121088930664,1.4037550016330491,0.19852259208003317,Iris-setosa
+28,5.977332792540746,3.399780333162364,4.4599078823848455,1.574990670559521,Iris-versicolor
+29,5.884850258458161,2.8316262874843257,4.5964674882054934,1.3632354264500774,Iris-versicolor
+30,5.669091544977468,3.777826272534086,1.634137329200695,0.3241733466260896,Iris-setosa
+31,6.664230112499099,3.0,5.009230016279006,1.6840058295927463,Iris-versicolor
+32,5.207588172034834,3.4001754931527173,1.407855616199522,0.20171822617921611,Iris-setosa
+33,5.673050028302307,2.9302397421410245,3.950415524862591,1.3233754233650639,Iris-versicolor
+34,4.625185744452352,3.208694492040124,1.4124217638010244,0.19977729597522798,Iris-setosa
+35,5.555939550249731,3.0,4.510526560790444,1.483945676692002,Iris-versicolor
+36,5.685874334528381,3.7794135751213327,1.5940628950588205,0.27391603330710584,Iris-setosa
+37,6.710974660940798,3.1221382768404577,4.707093023879974,1.509955285288955,Iris-versicolor
+38,6.347106904136647,3.284091389321298,4.670688916367301,1.5744250570549645,Iris-versicolor
+39,6.046725816432191,2.949297917183027,4.606703784946581,1.4916573127388788,Iris-versicolor
+40,6.80327057518871,3.2136039298704664,5.6941875094694385,2.3066637769967064,Iris-virginica
+41,5.076774022183681,3.2655765685628473,1.7273090355523228,0.3878954920030627,Iris-setosa
+42,7.739727332259484,2.5801368037652566,6.9,2.318937615059191,Iris-virginica
+43,5.027089259716975,3.630760853776675,1.4125249369645674,0.2022264654095094,Iris-setosa
+44,5.009591591278442,3.0,1.5946560444784594,0.20092658898148627,Iris-setosa
+45,7.585449064156275,3.0,6.613390220514546,2.059022237168476,Iris-virginica
+46,4.770625235781265,3.4011098137458835,1.5838661185449967,0.19894526660999767,Iris-setosa
+47,6.049565776981017,2.8812183681760977,4.663436659000949,1.3608667412106987,Iris-versicolor
+48,4.878831558530996,3.0807251673636076,1.4891664468188766,0.1,Iris-setosa
+49,4.599340573517627,3.5653323308044125,1.0000003668649113,0.2004290207117217,Iris-setosa
+50,6.699192610456687,3.099444099736371,4.694958544875816,1.5144212613235923,Iris-versicolor
+51,5.995142147655347,2.1910848303213073,4.990058714033321,1.50359671604089,Iris-virginica
+52,5.125527501963,2.491581466297453,2.960509247112216,1.0832314701548542,Iris-versicolor
+53,5.824380618970067,2.6347298612881844,3.99070745247875,0.8770671410868282,Iris-versicolor
+54,5.500970384153239,4.2,1.4099697370102624,0.19632959424489232,Iris-setosa
+55,5.722246768650067,3.0,4.52280515996548,1.5090561616835207,Iris-versicolor
+56,4.635809267579999,3.592224880718453,1.0000004051418674,0.20663151103213737,Iris-setosa
+57,5.052059176116835,3.559410903152159,1.4110149429513945,0.2003992399232304,Iris-setosa
+58,5.497062484816065,3.0,4.502707562560547,1.4689515374868494,Iris-versicolor
+59,6.593524927343003,2.912839063849162,4.7170072805891925,1.5629999076711578,Iris-versicolor
+60,6.723896366679402,3.097344719061101,4.686981633372978,1.5159408546328694,Iris-versicolor
+61,6.043289535698147,2.914613633605681,4.6133353043405885,1.4502426110857962,Iris-versicolor
+62,5.249898433616867,2.606837352925027,3.810983139811483,1.314393695610936,Iris-versicolor
+63,6.697512833756979,3.1000677838891906,4.711737083913093,1.5055116032487763,Iris-versicolor
+64,4.800207964281213,3.0,1.4006826962961945,0.40061631026308286,Iris-setosa
+65,5.691813726036181,3.7743520424171786,1.661959988920755,0.3215986439866973,Iris-setosa
+66,5.926655549907792,2.2184057625437723,3.935874497778522,1.0359079749746358,Iris-versicolor
+67,4.300000553305576,3.0,1.101699549814186,0.10000009567903112,Iris-setosa
+68,6.837259364121854,3.183077833626958,5.295027794640784,2.304704459019239,Iris-virginica
+69,4.785938315747352,3.0,1.4042122909511814,0.3744453537020497,Iris-setosa
+70,6.205265280491689,2.792280816567592,4.823888072032312,1.8002665227111474,Iris-virginica
+71,4.89500043266502,3.083263313438191,1.4807679490923908,0.1000001030263091,Iris-setosa
+72,6.190212410320737,3.3903691916244365,5.48469200996942,2.3165288298691236,Iris-virginica
+73,5.854507436874239,3.1711030830621842,4.764114413632272,1.7444235819374578,Iris-versicolor
+74,5.003939466807829,2.0,3.516844694222121,1.0227958301996962,Iris-versicolor
+75,5.020597283042126,2.0000005276664177,3.4650699197736765,0.8729169791831276,Iris-versicolor
+76,4.300000720909178,3.0,1.1012155564446768,0.1,Iris-setosa
+77,4.410747947802392,2.903538759093212,1.4050888142379434,0.1992713122569016,Iris-setosa
+78,6.4889770198538335,3.0,5.787433600721778,2.178923497631497,Iris-virginica
+79,5.523768241201561,3.0,4.463675969715153,1.4919810912550542,Iris-versicolor
+80,7.209195719020367,3.2085699252352557,5.962604644507392,1.7820545115339328,Iris-virginica
+81,5.398524590215928,3.0,4.48513114987748,1.4988125337256333,Iris-versicolor
+82,5.953568284250757,2.1868726169492425,4.975681253326544,1.489449121945077,Iris-virginica
+83,5.887349504211983,3.1987089851917063,4.814819913544295,1.7866776359252146,Iris-versicolor
+84,5.103931063570971,3.302790560331282,1.5999026892281882,0.45318252278311066,Iris-setosa
+85,5.991574063028042,2.215528374518302,5.055367438118793,1.515917350066894,Iris-virginica
+86,5.404030458043521,3.0,4.4498824787386955,1.4995961756688854,Iris-versicolor
+87,6.159182600906666,2.9276713037344746,4.728811015378825,1.4276956445868652,Iris-versicolor
+88,7.242023738067154,3.1686291912539026,6.126136919200578,1.8182363429519783,Iris-virginica
+89,7.702592735221952,2.8210852152362893,6.693721752661284,1.987676343822924,Iris-virginica
+90,4.396750121087898,3.2077472439506884,1.3234355624841254,0.20174555950766376,Iris-setosa
+91,4.8178430206397955,3.3967178363614554,1.8397372730744976,0.19801247607704636,Iris-setosa
+92,5.672985302395275,2.8938189017360396,4.105445027650289,1.2801509287213642,Iris-versicolor
+93,6.838873292659535,3.0857960767216053,5.072519269557134,2.2939862773283637,Iris-virginica
+94,4.982740125584357,3.0,1.5858758100078647,0.19992584930476748,Iris-setosa
+95,4.797433255103438,3.4051333573498934,1.5975659533247524,0.20169192202940472,Iris-setosa
+96,6.353028145162162,2.6781219663842313,4.9074229581648074,1.7825730871069119,Iris-virginica
+97,6.47321071127878,2.788628916291635,4.606966459217194,1.4839179534733495,Iris-versicolor
+98,5.522825409805458,2.4835768853272047,3.9915062238705445,1.2768297417696808,Iris-versicolor
+99,6.313242880278838,2.510106301028671,5.005924233584555,1.8969161439718492,Iris-virginica
+100,5.792150521913449,2.810950003440654,5.153377385410513,2.4071697138566894,Iris-virginica
+101,7.9,3.8092312461647144,6.436217132597646,1.9875041385408228,Iris-virginica
+102,5.519544818330175,4.199998474000017,1.3922166040264246,0.20341760372600426,Iris-setosa
+103,7.716969264670032,2.792001083550874,6.719675340056285,2.009641022348055,Iris-virginica
+104,6.364117051928258,3.302551016463112,5.452608338130226,2.34497506582955,Iris-virginica
+105,6.294330729339971,3.3081907932994126,5.958071977605624,2.4999998000098222,Iris-virginica
+106,5.475758740529545,3.0,4.530221186767927,1.5197421488035459,Iris-versicolor
+107,7.899999000073139,3.822897692745124,6.4028781472628875,2.052577522901008,Iris-virginica
+108,5.517861350480271,3.0,4.539403819153979,1.503406946479661,Iris-versicolor
+109,5.200384938496127,2.503902371109252,3.600680887963472,1.2195687790196976,Iris-versicolor
+110,5.987928682146548,2.18411963575997,4.996191766295587,1.4946223571205528,Iris-virginica
+111,4.3876461972030905,3.2073384517633095,1.2948152118195086,0.19795905617303272,Iris-setosa
+112,6.717747844789479,3.2096626233832692,5.669896576693146,2.3091338928589686,Iris-virginica
+113,5.448759570630743,3.0,4.498627554146771,1.5032634510987934,Iris-versicolor
+114,5.875293708176847,3.1825963511916466,4.799636627760987,1.7799174417814552,Iris-versicolor
+115,5.359768506242555,3.3985255038160354,1.5280063843168226,0.42649359009269205,Iris-setosa
+116,5.78738339350538,2.7077395743460455,5.092331294440399,1.8880865780606908,Iris-virginica
+117,5.866441701170461,2.956665388956198,4.390127437771977,1.4030095039024353,Iris-versicolor
+118,6.863822004444973,3.2017905588851225,5.840794714919595,2.3038703392375512,Iris-virginica
+119,6.127670447795307,3.363293993685814,4.586259137171909,1.5784320523311413,Iris-versicolor

iris/tab_ddpm/5_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/5_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/5_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/5_0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.787573296763683,6.369531828950971,2.0160281921899443,Iris-virginica
+1,4.3,3.0,1.0897579234909052,0.1,Iris-setosa
+2,5.223422856396858,2.717531925643312,3.9807405644270824,1.3958353273908806,Iris-versicolor
+3,6.7147107913337125,3.091815223225792,4.68850061986379,1.473487576875977,Iris-versicolor
+4,5.2131021870224306,2.5047728941464835,3.420405607170231,1.1349016209973941,Iris-versicolor
+5,4.601897308168296,3.178512828025163,1.3776646941265596,0.20250640504971823,Iris-setosa
+6,5.6712224567844345,3.81479187225211,1.6069287191699084,0.2771138894079442,Iris-setosa
+7,4.300000539921496,3.0,1.112249370651464,0.10000010028031192,Iris-setosa
+8,4.613508511882837,3.6170540823091435,1.000000445567623,0.1995814724354652,Iris-setosa
+9,7.020046520011866,3.1913322273880156,5.856730393593522,2.158051171800528,Iris-virginica
+10,6.697447622987747,3.290636072838236,5.687549115251315,2.338304401266368,Iris-virginica
+11,5.193660448973079,3.3996551735240272,1.4031229763006157,0.20492381153474742,Iris-setosa
+12,7.899998603896141,3.7986241926908657,6.362129656754455,1.9927825577202494,Iris-virginica
+13,5.673323335549559,3.0,4.202442881786459,1.2258223570704527,Iris-versicolor
+14,5.9051598898035245,2.217465013991786,3.938008006258919,1.0329557536378102,Iris-versicolor
+15,5.810744178338554,2.731314488915643,5.097191536369669,2.120316741781451,Iris-virginica
+16,7.712918431702341,2.8164833559965996,6.71941150292713,1.9707577214038645,Iris-virginica
+17,6.434942926150294,2.8083153855869742,4.535767178929713,1.4886629752042515,Iris-versicolor
+18,6.297503066428268,3.304421778232515,6.008228590245317,2.5,Iris-virginica
+19,7.744000535653836,2.558444083829843,6.9,2.3309881812088884,Iris-virginica
+20,6.007524582196286,2.19294100660764,4.993715136972042,1.5044285246114237,Iris-virginica
+21,6.282747255981005,3.4021047668393796,5.533035547805721,2.365452728878185,Iris-virginica
+22,6.320551028186332,3.2870998292001223,5.950685312224468,2.4999997237621923,Iris-virginica
+23,5.432206160987608,3.898484623930579,1.2989283799119882,0.4035398239475804,Iris-setosa
+24,5.503591161459809,2.444306788375056,3.710630712852193,1.0131071313568913,Iris-versicolor
+25,6.637615921976504,3.0,4.432956634516504,1.4238295036721795,Iris-versicolor
+26,5.080698558166277,3.2710873359836365,1.5986027769672462,0.4451482710456952,Iris-setosa
+27,4.800549155617571,3.4035523545408917,1.7115904990811623,0.20016566410025025,Iris-setosa
+28,6.4308857900007,3.037689848104072,5.587654431095281,2.230689976430465,Iris-virginica
+29,7.70127261380919,2.8537346933822914,6.704980937089718,2.0336619497373705,Iris-virginica
+30,6.294299594842245,3.4039704037360536,5.542058237374944,2.379725995164983,Iris-virginica
+31,6.262552335133791,3.3095545923136003,6.0695487753796655,2.5,Iris-virginica
+32,5.92125727498393,3.200236461954279,4.787835977206872,1.7951679258391013,Iris-versicolor
+33,6.585167425954786,2.794308074827424,4.6489048058880185,1.4867150581906223,Iris-versicolor
+34,5.688152313311613,3.0,4.2374489680922744,1.2384430076663395,Iris-versicolor
+35,5.556217713943567,2.5031960116550818,3.941211397548904,1.1414001622845704,Iris-versicolor
+36,6.234884441957381,3.3985547009478525,5.458996530253338,2.359171651824935,Iris-virginica
+37,6.719283039884463,3.0,5.000307997223008,1.679339660693631,Iris-versicolor
+38,4.795033857360379,3.400540934598329,1.8936201696972783,0.20070515087146018,Iris-setosa
+39,5.380283821156152,3.0,4.48483398058565,1.4934248638095484,Iris-versicolor
+40,4.615696454102391,3.1151288904471435,1.5068103679525606,0.19963944783137055,Iris-setosa
+41,7.701371772043505,2.585500685415241,6.9,2.30759958454834,Iris-virginica
+42,6.318641949368293,3.394002794147077,5.578010351830294,2.386824999759509,Iris-virginica
+43,4.644373196265087,3.226253766679102,1.4090228382760883,0.19709045489905685,Iris-setosa
+44,7.183553075303101,3.2144699837804103,5.985785020742402,1.7987430120455667,Iris-virginica
+45,4.803149909850011,3.399596184456418,1.7164638555595557,0.19815275470102917,Iris-setosa
+46,5.761185340550156,2.7774893608909874,4.22826901404078,1.0710010768507057,Iris-versicolor
+47,4.3,3.0,1.094888224181189,0.1,Iris-setosa
+48,4.611114659011654,3.109002386058667,1.5103939337741257,0.20016265233372246,Iris-setosa
+49,6.596919591618272,3.1804492682599146,4.72747526336359,1.5402638869041985,Iris-versicolor
+50,6.208298064780948,2.209242434607456,4.511601963646444,1.4707048141708352,Iris-versicolor
+51,4.998522307420425,3.0,1.599502268909817,0.19821935322190293,Iris-setosa
+52,5.028292278234148,3.4009903650131705,1.7985362978169968,0.40642100915394513,Iris-setosa
+53,4.6196852104490205,3.5974113393396125,1.0,0.20333679892563816,Iris-setosa
+54,4.94892398122086,2.0,3.448886809854433,1.0199960428789396,Iris-versicolor
+55,5.573676438280728,2.8923675355445266,3.464522028053074,1.3011281622337525,Iris-versicolor
+56,6.805665111473185,2.805246719210421,4.797992910093118,1.4001670360508196,Iris-versicolor
+57,5.984944485034893,2.8883331314030856,4.4788855094807705,1.5016190943754626,Iris-versicolor
+58,4.599957541441816,3.655937020582416,1.0,0.19459739186571867,Iris-setosa
+59,4.989778037350977,3.6759109337075593,1.4154191513614798,0.200137972002131,Iris-setosa
+60,6.760889477401929,2.9601545215916696,4.922757470423862,1.565421059448943,Iris-versicolor
+61,6.098216149973252,2.8757238538422167,4.693458330420722,1.3470353234208072,Iris-versicolor
+62,5.233474579591573,3.399474918092802,1.4007191324690729,0.19879540780962957,Iris-setosa
+63,7.7117098802145945,2.605719237959568,6.899998968861964,2.3018728163625095,Iris-virginica
+64,6.002055183041247,2.187654196454482,4.021125734604935,1.0143824428659642,Iris-versicolor
+65,4.3,3.0,1.104805103938322,0.10000009550414862,Iris-setosa
+66,4.4052400439795365,2.9126500181946753,1.393826486135827,0.20240901146020868,Iris-setosa
+67,6.5892533633017925,3.0,4.4360206641909965,1.4346168620632063,Iris-versicolor
+68,6.844872544874001,3.1712804621844928,5.844911144350233,2.304586298423453,Iris-virginica
+69,5.633842753278357,3.7897773802184958,1.5589323934717825,0.3147916039661858,Iris-setosa
+70,6.320754198658084,2.6897865218276347,4.911104447786107,1.8050456635206835,Iris-virginica
+71,6.700837439035145,3.0,5.002306256864773,1.7147898452965313,Iris-versicolor
+72,6.782021400503329,3.1928204437742975,5.917532703075038,2.263443726141083,Iris-virginica
+73,6.5300864677399115,2.8365229427518015,4.639302895903459,1.5073798297569232,Iris-versicolor
+74,5.796980340233954,2.7192390573289393,5.107023732075184,1.9162468913805455,Iris-virginica
+75,7.697854389216268,2.8056689688111667,6.714419603823911,1.9941135174823827,Iris-virginica
+76,6.883701408392662,3.201988652895085,5.705840737953951,2.2934153708417497,Iris-virginica
+77,7.6984834269854,2.8100894390491806,6.699683107483811,2.028898275135932,Iris-virginica
+78,5.3418491918376185,3.6218590248724696,1.367750246929229,0.2702488734698284,Iris-setosa
+79,6.486412216525839,3.176361387105492,5.086320511718771,1.9745400178613475,Iris-virginica
+80,6.001521146541734,2.200492878115401,4.04925837104198,0.9638539585578344,Iris-versicolor
+81,4.300000856834872,3.0,1.0852636087403797,0.10000012010632513,Iris-setosa
+82,6.390050149741327,3.2011538054974054,5.294802044995617,2.2911819686479555,Iris-virginica
+83,6.7092440516138225,2.488440317342733,5.937527458535379,1.807671395600787,Iris-virginica
+84,5.467867604135492,2.52934840055753,4.027114323793833,1.3169871851160833,Iris-versicolor
+85,4.92593247668501,2.0,3.5937989390724243,0.9570470682120487,Iris-versicolor
+86,4.6262464986604055,3.65926820060289,1.0,0.19165681447728006,Iris-setosa
+87,6.399611142956141,3.2028787499730607,5.268943467725503,2.3045090351047013,Iris-virginica
+88,6.2761010554469285,3.386000685662407,5.51198830875706,2.319196507382756,Iris-virginica
+89,4.838466358717067,3.0316377531607834,1.470385135433442,0.1,Iris-setosa
+90,5.622007195184169,2.5350442364580252,3.896055054838733,1.0878240506840846,Iris-versicolor
+91,5.785983480212963,2.6976660203230045,4.108641498145784,1.0402072353659997,Iris-versicolor
+92,5.122437740156012,3.4138103997741505,1.4061168492447842,0.1976133776057885,Iris-setosa
+93,4.300000645704834,3.0,1.0990687373478174,0.1,Iris-setosa
+94,5.63458218118671,2.9853983153706123,4.449978254925083,1.434500535197119,Iris-versicolor
+95,5.240595214564598,2.534518587272196,3.6226933778599384,1.184607011880451,Iris-versicolor
+96,5.777276937603502,2.6998351054227507,4.068698214648337,0.9223176648279786,Iris-versicolor
+97,4.809101785736557,3.0,1.3943090390940953,0.1,Iris-setosa
+98,5.692206356965829,3.0,4.11638480239521,1.2009180562427983,Iris-versicolor
+99,4.385458746153855,2.8764952758773497,1.3699702924575414,0.19344100928247576,Iris-setosa
+100,4.8746749961127955,3.0914323567733946,1.4674914822844323,0.10000010306895495,Iris-setosa
+101,6.002202282449039,2.217743154015464,4.986498840400954,1.4962184116173771,Iris-virginica
+102,7.669869985657089,2.5981441935124896,6.899998378230471,2.262015422323424,Iris-virginica
+103,5.769271235680437,2.6950515630351726,5.098126450224556,1.899710127049648,Iris-virginica
+104,6.375284790440181,3.2047909793716576,5.2983671311639045,2.3029504279855453,Iris-virginica
+105,5.77415471101401,2.6756514679442955,4.0837369155263,0.9541733965385729,Iris-versicolor
+106,5.658017940597843,2.996392308710741,4.073248711610315,1.2190902569791677,Iris-versicolor
+107,6.220971788474782,2.7931439376032294,4.840688132109661,1.8274735095239751,Iris-virginica
+108,5.5041324265560485,3.5556266317747056,1.536605252609232,0.38318229343543586,Iris-setosa
+109,7.719540912906402,3.0,6.141602252823531,2.314102589813667,Iris-virginica
+110,4.3,3.0,1.0960134060538471,0.10000009060221421,Iris-setosa
+111,5.8194760076138055,2.686052720428907,5.142684648713786,1.8495708610373327,Iris-virginica
+112,4.8123582435429135,3.0,1.3948092034322448,0.1,Iris-setosa
+113,6.871362542446432,3.1580652704550918,5.264746300613373,2.306139472993328,Iris-virginica
+114,6.682063010536491,2.4637447436307855,5.759890288549131,1.7754686344960215,Iris-virginica
+115,5.806671451538057,2.7022079755143538,5.102607772055981,1.8985877466262349,Iris-virginica
+116,5.840878921224753,2.7043121988521923,4.211132518628188,1.0141866057281899,Iris-versicolor
+117,4.563561083418689,3.099881742292474,1.472920597240375,0.2014602675037142,Iris-setosa
+118,7.694357895049371,2.572010535026323,6.9,2.3071272427618768,Iris-virginica
+119,5.07302182552458,3.4564295817551063,1.3940276509848117,0.19737412958552703,Iris-setosa

iris/tab_ddpm/5_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/5_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/5_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/5_0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.126599963374113,2.598321799082635,5.617200547082312,1.3895725749138548,Iris-virginica
+1,5.407377758824642,3.9119248048922577,1.2809908568299238,0.40903580316447524,Iris-setosa
+2,6.7164494131994665,2.474133467045683,5.81032737687806,1.7957149256652158,Iris-virginica
+3,6.3957016238927356,3.19467908042541,5.296829683647582,2.2793184566381077,Iris-virginica
+4,6.2729653806728285,3.4063550887866434,5.5989161533224205,2.3990026646946485,Iris-virginica
+5,6.868371196667315,3.2008425963518103,5.687675448759616,2.3007721572131308,Iris-virginica
+6,4.597728939023755,3.0870155345405266,1.516402480376954,0.20172429357589156,Iris-setosa
+7,6.259051619047255,2.7224458546346755,4.865983580052406,1.8104012498090123,Iris-virginica
+8,6.787548364724283,2.8123933891617336,4.832355098437734,1.4162302576424495,Iris-versicolor
+9,7.718340424860974,2.5834002377513454,6.9,2.2979841675073,Iris-virginica
+10,4.875772644304577,3.0416512234499256,1.491256474392046,0.10000009934736084,Iris-setosa
+11,6.008571995840388,3.3987143236406983,4.47100530987446,1.601081702054044,Iris-versicolor
+12,5.895119797502832,2.843901835730405,4.48532332336617,1.4087697333779463,Iris-versicolor
+13,6.71084382907548,3.0,4.978748768784084,1.684084404383214,Iris-versicolor
+14,7.715262451780781,2.8016049889029238,6.723804761753535,2.032162742448636,Iris-virginica
+15,5.137770164854335,3.432437521272132,1.387397227757801,0.19991599216212425,Iris-setosa
+16,6.591092736196202,3.0,4.405787473190999,1.4154352152130674,Iris-versicolor
+17,5.742400663355428,2.7047233674711513,5.090058957533599,1.9521762567759964,Iris-virginica
+18,6.592998236899137,3.0,4.430962722135165,1.3997109050110825,Iris-versicolor
+19,5.821622120157515,2.6959486411040285,5.093963515225973,1.895065833346528,Iris-virginica
+20,5.768700129426716,2.71558682214276,5.115361732263267,1.9278638503549745,Iris-virginica
+21,6.092244266721038,2.5922099973975423,5.633285620498833,1.3985173489137352,Iris-virginica
+22,5.529325021104763,4.199999083644153,1.410736472197779,0.20027750910924616,Iris-setosa
+23,4.613639115736416,3.1832069555757903,1.4056277119393308,0.1985889669355546,Iris-setosa
+24,7.697586249079411,2.810471566379882,6.711143406446163,1.9780802277191054,Iris-virginica
+25,6.56795666818123,2.5133314547246384,5.436721361598671,1.8343877674646436,Iris-virginica
+26,5.787494117057023,2.806434987684364,5.091834319279982,2.398443433348441,Iris-virginica
+27,5.712514533539971,2.9306238729189906,4.205439738200299,1.2685001089739636,Iris-versicolor
+28,5.834423455420918,2.7119728454433796,4.073723222698994,1.0223402468324443,Iris-versicolor
+29,6.29294432029719,3.312289058375738,6.024444923702379,2.5,Iris-virginica
+30,6.198050917468538,3.403078615440651,5.446530832049774,2.373302638690172,Iris-virginica
+31,7.665267879747718,2.6058403530446586,6.8999989756505595,2.282301113421458,Iris-virginica
+32,6.302770291979298,2.514024156371462,4.991686501254316,1.8987072242846408,Iris-virginica
+33,4.59839173681846,3.603186074442287,1.0,0.1997989086585497,Iris-setosa
+34,6.93806174858473,3.188597536680773,5.634205586648262,2.3000385915077675,Iris-virginica
+35,5.107592417831497,2.502782815108103,2.971502553197789,1.0833381640953892,Iris-versicolor
+36,6.738615277570305,3.172870819954949,5.481829019974125,2.309053058778395,Iris-virginica
+37,5.034175115228784,3.558573651721528,1.400765969394567,0.20040223265974244,Iris-setosa
+38,6.436808884186408,3.187965730555191,5.351595567258509,2.2945313530755858,Iris-virginica
+39,4.300000625500482,3.0,1.0993272481314547,0.10000009926020015,Iris-setosa
+40,5.701788885844176,2.807734971928643,4.498370369764942,1.3388052736457092,Iris-versicolor
+41,6.258269813353185,3.3950847915129496,5.589080528118429,2.37930619975124,Iris-virginica
+42,4.593540975136541,3.173238231511753,1.4162336155177686,0.1993553045863204,Iris-setosa
+43,5.927121859394442,3.206757045120446,4.790140722721324,1.8017452908914693,Iris-versicolor
+44,5.656315107765455,3.0,4.55108345720281,1.5368646971643705,Iris-versicolor
+45,4.300000571566561,3.0,1.1061386528338204,0.10000010858491835,Iris-setosa
+46,5.1022670266258014,3.2972138044696973,1.8244074495007785,0.4238411448539615,Iris-setosa
+47,5.210924398347024,3.403037269071688,1.4025941300236804,0.1973745445165982,Iris-setosa
+48,4.608066371864006,3.1801075644769536,1.4209732428323902,0.20113114653162786,Iris-setosa
+49,5.796120463922663,2.75835156098874,4.101303954112675,1.0700006440265,Iris-versicolor
+50,6.315121234202337,3.312947006561594,5.958316152882348,2.5,Iris-virginica
+51,6.805176651237849,3.0,5.20653372946051,2.2441615320507786,Iris-virginica
+52,5.397201608417372,3.390940831986017,1.520865526054782,0.45802123227385594,Iris-setosa
+53,5.51521250985747,3.0,4.481688460531106,1.486644000683653,Iris-versicolor
+54,6.800146397348974,2.7922912064618313,4.8342305952831515,1.4062760409489252,Iris-versicolor
+55,6.005628006008629,2.2129597931129985,5.006325176638287,1.490352133471861,Iris-virginica
+56,4.411372090619917,3.0,1.351656275125097,0.2008966772515858,Iris-setosa
+57,5.829302038769641,2.8931396378304552,4.493264761641963,1.397545373815652,Iris-versicolor
+58,5.511669358697813,2.505713183693708,4.016413617123486,1.3181227350801867,Iris-versicolor
+59,4.783428756288061,3.391465542193274,1.9886247315706855,0.1973707826766436,Iris-setosa
+60,6.406764452004865,2.8422241540777438,4.582306889901748,1.4536769999638677,Iris-versicolor
+61,7.9,3.836575436683507,6.444772632789547,2.0408631357552522,Iris-virginica
+62,6.196077768475084,3.338428936150233,4.67121928054942,1.6021776296236805,Iris-versicolor
+63,5.130248896264474,3.4091915460869497,1.3931947278843377,0.19908147951999206,Iris-setosa
+64,6.727573387560145,3.110407566530649,5.867609695938387,2.2778710757004124,Iris-virginica
+65,7.725172371648799,2.5554070891876273,6.9,2.307963527852516,Iris-virginica
+66,4.978382778698474,2.0,3.3530435041286113,0.9306510129414512,Iris-versicolor
+67,5.097284776925877,3.4075927108432342,1.4014539611404828,0.19983163309232857,Iris-setosa
+68,4.959067639190806,2.0,3.5434896921528485,1.0651799810127482,Iris-versicolor
+69,6.0284729457641095,2.89806063917377,4.640115322493684,1.4454297576324444,Iris-versicolor
+70,6.449107810694904,3.2033081061445556,5.254063389060356,2.2940404157642638,Iris-virginica
+71,6.2979672144712335,2.442368541362385,4.992592215087954,1.9049661899859227,Iris-virginica
+72,6.000170234181676,3.4017682668880136,4.524314838325083,1.5947323866325018,Iris-versicolor
+73,7.638532829861061,3.0,6.641804228422288,2.0954585125844587,Iris-virginica
+74,6.7187661093944815,2.5024198815343826,5.759495225524782,1.8013893790011777,Iris-virginica
+75,5.1274490557182775,2.519421916720573,3.19297168466813,1.147159273498435,Iris-versicolor
+76,5.6963600733029445,3.0,4.236508614665251,1.215621173445205,Iris-versicolor
+77,7.185807969938935,3.165966421016639,5.9987786902747375,1.7969612923603349,Iris-virginica
+78,5.61350015501785,3.0,4.291425814483007,1.3350444377182193,Iris-versicolor
+79,5.760781097046468,2.838874918185047,4.450709669868332,1.34611676247612,Iris-versicolor
+80,6.437156630407519,3.002369711325466,5.583993562337159,2.2366005571467875,Iris-virginica
+81,6.376964474128499,3.2773137954447,4.721543182492478,1.5938428141358492,Iris-versicolor
+82,4.81232139625924,3.0,1.4192011408709941,0.10000009836803808,Iris-setosa
+83,5.060078599166022,2.4707320432672466,2.722712894216904,1.0624296900151189,Iris-versicolor
+84,5.810599784797874,2.863216713700477,4.518945684970776,1.358546875690942,Iris-versicolor
+85,4.615903263415098,3.603759167656054,1.0000004075158708,0.1991246480402118,Iris-setosa
+86,4.846010036910615,3.447856579246755,1.8771916927943886,0.20517285623473652,Iris-setosa
+87,5.811375680366207,2.811749497847359,5.133977333528783,2.4028360019031245,Iris-virginica
+88,5.982391993395009,2.9469847982603747,4.508809101968208,1.5335917474695575,Iris-versicolor
+89,5.6238945348650375,2.488440206592128,3.9178833569023417,1.0842563891681418,Iris-versicolor
+90,6.317502482593811,3.3984114402136316,5.601198992982756,2.4014666090536143,Iris-virginica
+91,5.003832547375472,3.4005090521636245,1.6240645890428784,0.417347788411174,Iris-setosa
+92,5.509109249331061,3.0,4.513934294056891,1.4880551423420703,Iris-versicolor
+93,5.55367796909335,2.4631694956223398,3.951830844504998,1.211228610487857,Iris-versicolor
+94,6.3150256633401565,3.4040523302934784,5.565322285130865,2.3992930721022208,Iris-virginica
+95,6.694896787785727,3.110624382281171,4.678405203224498,1.490761990115939,Iris-versicolor
+96,5.757798326420856,2.706824253784619,5.109371537425548,1.887116298501801,Iris-virginica
+97,4.3,3.0,1.0953004632377825,0.1,Iris-setosa
+98,5.967226178006917,2.2195133404449376,3.969719820334979,1.0230316231995014,Iris-versicolor
+99,4.832052922763788,3.0030750902501135,1.4552704857379053,0.10000009360637255,Iris-setosa
+100,5.07169367285165,3.5641603224152894,1.395771591634687,0.20041027538902018,Iris-setosa
+101,5.275640721732595,2.7490705209518755,4.0709454049564044,1.4274875973938002,Iris-versicolor
+102,4.3,3.0,1.109845289373451,0.1,Iris-setosa
+103,6.018448886624338,2.245694889917716,5.018183097883142,1.500832762539712,Iris-virginica
+104,5.564693840187241,4.2,1.3961210739966745,0.2043783576000472,Iris-setosa
+105,5.993774537436511,3.4027417220049125,4.438930817340882,1.5967255744496542,Iris-versicolor
+106,5.3892717536034676,3.405273627120672,1.494169150414586,0.38177850219435155,Iris-setosa
+107,7.604408014278132,3.0,6.610648388871132,2.074146559134946,Iris-virginica
+108,6.097433629666215,2.5911706305296747,5.629870409371339,1.3950072006627259,Iris-virginica
+109,5.476731723242916,2.4401520411063444,3.6945388405143795,1.0598418526646887,Iris-versicolor
+110,4.300000771279658,3.0,1.0937322037598871,0.10000011486099611,Iris-setosa
+111,4.783667296654166,3.3994054537880536,1.6840522156313287,0.19831454605383453,Iris-setosa
+112,7.2651851530008615,3.0863727932466416,6.292110879649723,2.2268652416150982,Iris-virginica
+113,6.210685706499736,2.195431263761654,4.473117191411326,1.493534621621573,Iris-versicolor
+114,5.002382897063283,3.60693387932335,1.3958592003891206,0.19946209899637019,Iris-setosa
+115,7.9,3.7766475964509585,6.422950970762112,2.004248986812084,Iris-virginica
+116,6.5252611778631975,3.0,5.834707879806467,2.2175955144655504,Iris-virginica
+117,6.696436525843397,2.490751720168795,5.817313140148124,1.7863526799528557,Iris-virginica
+118,4.408887614975365,3.2026578322758463,1.3103582511660146,0.1986295165136713,Iris-setosa
+119,4.3,3.0,1.0966004028677754,0.1,Iris-setosa

iris/tab_ddpm/5_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/5_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/5_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/5_0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.012010915730816,2.2130109144584234,4.982389603699895,1.5154829262101912,Iris-virginica
+1,4.5975516703999,3.6588340206066796,1.0000003913896502,0.20153161277746443,Iris-setosa
+2,6.132471765933929,2.59670734249776,5.619344648055698,1.3989309245348027,Iris-virginica
+3,6.805199494098381,2.789226821921134,4.7853636247035025,1.386939525831539,Iris-versicolor
+4,6.256555204382168,3.398772538551467,5.59848733652428,2.3662809487117746,Iris-virginica
+5,6.702328431602756,3.140151470303469,4.725037877119742,1.5204384348164433,Iris-versicolor
+6,5.000569518605265,3.0,1.5999547226821906,0.19681604792335905,Iris-setosa
+7,4.798479959929696,3.39256441287764,1.595825458235437,0.19580998103612746,Iris-setosa
+8,6.307533475560514,3.291248620957679,5.9842994826735545,2.4999997637368354,Iris-virginica
+9,5.936763908190121,2.9205753686716593,4.57642126605373,1.4837056733426903,Iris-versicolor
+10,5.546966835421624,4.199998684077279,1.41055244513788,0.20514514121823785,Iris-setosa
+11,6.785587802677564,3.1810696944626478,5.573259281792913,2.2504716789979335,Iris-virginica
+12,5.655092957014379,2.967945387575693,3.8154475718890875,1.290369284246661,Iris-versicolor
+13,6.521192895009516,3.191690452113514,5.096474967406727,2.0038345724352604,Iris-virginica
+14,5.795870547595579,2.699248716732988,5.09169919119371,1.916240078419688,Iris-virginica
+15,5.727613957501467,2.8776059813579913,4.231215360750389,1.3153036532664886,Iris-versicolor
+16,6.0778722508924234,2.577373691816333,5.611664394079008,1.3922096843255445,Iris-virginica
+17,5.218522067994127,3.4018154276639776,1.3942357607647353,0.19802141037330973,Iris-setosa
+18,7.72810912573352,2.6049166792345013,6.9,2.3046401332142024,Iris-virginica
+19,5.074190216022573,3.332060778330373,1.7028221389913805,0.4664493309378799,Iris-setosa
+20,6.346399352851599,3.310708576036581,6.10597098035938,2.5,Iris-virginica
+21,5.785068882239154,2.705577120543892,5.089601999397891,1.9072756519419851,Iris-virginica
+22,6.007115810038274,2.1920168744789734,4.987142550054273,1.511120769973971,Iris-virginica
+23,6.294137103913244,3.393368248911072,5.595431784740991,2.403646670917925,Iris-virginica
+24,5.468351894233969,2.5744042280849353,3.868898147358153,1.2381503796586921,Iris-versicolor
+25,4.948451949683903,3.425506632653861,1.7106948307948115,0.264081748684069,Iris-setosa
+26,7.713464537570677,2.8057830918307434,6.696696509279723,2.0341679342165655,Iris-virginica
+27,4.802129623903292,3.3991938649831512,2.0764428719901975,0.2007654321879985,Iris-setosa
+28,4.808225925820247,3.399536488891577,1.8083703106549236,0.2025539940390541,Iris-setosa
+29,5.483185861567974,3.0,4.501766960166465,1.5001624870922312,Iris-versicolor
+30,4.3000005958269325,3.0,1.0988555311879264,0.1,Iris-setosa
+31,4.3,3.0,1.0849190321821756,0.1,Iris-setosa
+32,6.003345918227409,2.201726981324569,4.014589718874933,0.952341959451051,Iris-versicolor
+33,5.1771832983524,2.7099003842637535,3.910191538528797,1.4033044040812033,Iris-versicolor
+34,7.700944585898892,2.588261607832926,6.9,2.293175085609027,Iris-virginica
+35,5.6936269938770465,3.0,4.018606292528831,1.2751243238178367,Iris-versicolor
+36,5.35828270874802,2.4548016744525043,3.5923074000818973,1.0600606915186492,Iris-versicolor
+37,7.9,3.8071435750828573,6.391454870020103,2.0260184613903656,Iris-virginica
+38,6.659914372852566,3.037615154965753,4.556497437343729,1.4320215371532148,Iris-versicolor
+39,5.104750379090395,3.3248772884934437,1.5989892178799716,0.44991794946408814,Iris-setosa
+40,5.547506999742426,3.0,4.508221890452228,1.5012926091162653,Iris-versicolor
+41,5.498763697622356,4.2,1.4021902703708955,0.19674365676259087,Iris-setosa
+42,7.686212003951304,3.0,6.077915043503978,2.282795837405652,Iris-virginica
+43,6.6872332221100175,3.111308976848798,4.72032343667238,1.4996918922419888,Iris-versicolor
+44,5.625155465418643,2.8776137290342407,3.730198745857388,1.3038641694617183,Iris-versicolor
+45,5.125329106785261,2.5078792073413134,3.3174325148600436,1.1628970623452295,Iris-versicolor
+46,6.041317071936897,2.863728508462084,4.6491334084016485,1.4311004039502735,Iris-versicolor
+47,6.031794602842413,3.3969147893771923,4.5255456598794375,1.6274995135882813,Iris-versicolor
+48,6.287247340804091,3.3973696422422432,5.617998901949608,2.3920014894533237,Iris-virginica
+49,4.300000550934637,3.0,1.1083206231822735,0.10000012329588753,Iris-setosa
+50,5.784138678624885,2.843123473026483,4.258558155625994,1.3742077388879497,Iris-versicolor
+51,5.4097113567084785,3.8978479009610556,1.2862156310080848,0.3459063248055227,Iris-setosa
+52,4.779947420763295,3.404985699974731,1.6960579774066498,0.20068298444045024,Iris-setosa
+53,5.980925393598283,2.899190366066668,4.524135135727786,1.4797520361308987,Iris-versicolor
+54,5.019633280795394,3.0,1.5872451575923079,0.1974340773616827,Iris-setosa
+55,6.294961356975047,3.29734093338525,6.043010013628249,2.5,Iris-virginica
+56,5.1387327662736535,3.290763806535039,1.7261606205778128,0.4278248102804856,Iris-setosa
+57,5.795586309859915,2.6929714933804636,4.122943804351134,1.0366499066066845,Iris-versicolor
+58,5.218099524951171,2.7106126999036237,3.924128115089571,1.4102852520325981,Iris-versicolor
+59,6.7953301010672815,3.222240928290484,5.826357660127387,2.3110044484833114,Iris-virginica
+60,6.752872471318791,3.167215770583104,5.925641789895129,2.2816715691883425,Iris-virginica
+61,5.680116660456462,3.0,4.552040368694613,1.540355482673891,Iris-versicolor
+62,6.3728918964149734,3.2788984599030693,4.711197670662676,1.5863601579772744,Iris-versicolor
+63,6.706352266607868,3.0,4.98754724272345,1.687138127843262,Iris-versicolor
+64,4.822617608697224,3.4054367632052633,1.8506157911914443,0.20564278696461008,Iris-setosa
+65,4.773053885290188,3.0,1.4031336807383772,0.28685307353176204,Iris-setosa
+66,5.47712937528368,3.0,4.496906979003164,1.4806405088263257,Iris-versicolor
+67,5.697742374307379,2.90948909951002,4.460734329592019,1.4484093468690475,Iris-versicolor
+68,5.912129708922933,3.199754114103449,4.81374299177351,1.7768927107264259,Iris-versicolor
+69,6.823615552373495,3.2051392557043514,5.669530225166379,2.3111180139648537,Iris-virginica
+70,4.3,3.0,1.0968263977430703,0.1,Iris-setosa
+71,6.003804225716459,3.3948738654390938,4.47718469487968,1.6067060445221992,Iris-versicolor
+72,6.239658285482566,2.7632406272170225,4.831944485353888,1.8056817429518974,Iris-virginica
+73,5.592335536917598,2.8879411758100155,3.4653647491426294,1.3021024447284493,Iris-versicolor
+74,6.717483470570818,3.1454855852943715,5.065996126165562,2.228302425281798,Iris-virginica
+75,5.7805951701910105,2.680103311891057,5.125998943763312,1.8992399110860174,Iris-virginica
+76,5.140248204774483,2.5639934729206404,3.6114876098951063,1.2542147287026901,Iris-versicolor
+77,5.215328081039117,2.574187411400713,3.6613506883226106,1.3018859724193372,Iris-versicolor
+78,4.300000467626109,3.0,1.0934028450932676,0.1,Iris-setosa
+79,6.28650737978924,2.5206952661862982,4.991063196039984,1.8802519933545008,Iris-virginica
+80,5.127090064274321,2.543817533240601,3.2943019492761607,1.1845462034757674,Iris-versicolor
+81,6.669873727811214,3.0,4.996066574001426,1.6862938796962335,Iris-versicolor
+82,4.399800472142006,2.9052621504355853,1.3976041493800335,0.20090465496353688,Iris-setosa
+83,6.000568199169824,2.1927918140124913,4.011873263082955,1.0256790405078156,Iris-versicolor
+84,4.406713594255052,3.1959681866780962,1.2829501818436824,0.1999213355894765,Iris-setosa
+85,6.45110711537302,3.0,5.74191405312237,2.223847130937939,Iris-virginica
+86,5.359854404393768,3.0,4.49721368251522,1.5090234498878705,Iris-versicolor
+87,5.2461857145304895,2.719093904946999,3.991599231740281,1.4211696274617764,Iris-versicolor
+88,6.832285286941508,2.798459560917147,4.797775647341349,1.4069249416640766,Iris-versicolor
+89,7.0085742098542205,3.2013210088525796,5.774095063764439,2.0083337295549133,Iris-virginica
+90,5.422853487261884,2.516691009963972,3.7157540671970204,1.1397201752746888,Iris-versicolor
+91,5.221769129472075,2.504825884404017,3.615913260598844,1.1750140134613911,Iris-versicolor
+92,5.226879278174941,3.3959506647770406,1.396949956731449,0.20097533275099097,Iris-setosa
+93,5.850649914065609,2.811962376028058,4.574712494459023,1.264820345227128,Iris-versicolor
+94,6.792389448243302,2.821607309856777,4.762201915231855,1.4019241863320833,Iris-versicolor
+95,6.536216685442645,2.8003798021322113,4.591732758688246,1.4868835049697353,Iris-versicolor
+96,6.68232800757964,3.0,4.96089980772739,1.6938359506646257,Iris-versicolor
+97,6.277985098139049,2.5130219430186984,5.013845279579835,1.877211530337931,Iris-virginica
+98,4.597285277287374,3.6133637702546872,1.000000408116789,0.1854861215292875,Iris-setosa
+99,5.57543983575756,2.4600445853088457,3.862691860228274,1.114232301775767,Iris-versicolor
+100,5.934351173912505,2.8934348065316478,4.508890401638391,1.4513073080670433,Iris-versicolor
+101,5.5873984619778465,2.505463906493537,3.9908249365993234,1.1265313191036914,Iris-versicolor
+102,5.421951563686684,3.0,4.508660107676081,1.5020939887134672,Iris-versicolor
+103,6.692669566861106,3.0757001607647303,4.658234579606716,1.4801709321846284,Iris-versicolor
+104,5.966234652202383,2.786660318437879,4.606819543802623,1.2094639738345636,Iris-versicolor
+105,7.680678798084689,2.6225200772412887,6.899998819044651,2.2859507503153846,Iris-virginica
+106,4.300000539906252,3.0,1.1021879051229893,0.1000000926973154,Iris-setosa
+107,4.794479109419936,3.4068973381341427,1.5975892566575083,0.19900741389454046,Iris-setosa
+108,5.8025659342133205,2.6981471837016517,4.039121465040999,1.0625213933971756,Iris-versicolor
+109,5.217349741277103,3.3619329318344016,1.5657940534399417,0.474743108839768,Iris-setosa
+110,5.714324689212439,3.799462214884244,1.6022471091831039,0.31565380101474966,Iris-setosa
+111,7.712033992732357,2.5944423487873314,6.9,2.2924222932612763,Iris-virginica
+112,6.048268104048794,2.916969185911494,4.545649492267363,1.4993476372822563,Iris-versicolor
+113,5.523189324807615,2.603586365363399,4.22791285338587,1.336509570839032,Iris-versicolor
+114,4.78690150224434,3.0,1.4012259331173067,0.3789004448444589,Iris-setosa
+115,4.3,3.0,1.1008155299038664,0.1,Iris-setosa
+116,5.208699525019174,3.4042314157703624,1.4029816370712276,0.2022206962256467,Iris-setosa
+117,6.6972857510098445,2.508571170038086,5.742818773269257,1.776425963524443,Iris-virginica
+118,6.075570777060199,2.6038348771299384,5.594257264695451,1.3999895099567545,Iris-virginica
+119,5.112672738934252,3.7536194674851444,1.5957517600005169,0.20028854656161182,Iris-setosa

iris/tab_ddpm/5_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