a

iris/tab_ddpm/2_0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.711941176370601,2.6549530598842,6.899998129403743,2.2654933258229475,Iris-virginica
+1,6.193711937058195,2.681717957046859,4.920823168391698,1.7272181591056415,Iris-virginica
+2,6.398416764529753,2.780026078738313,4.506220432586466,1.4861987777291934,Iris-versicolor
+3,5.843968265566581,2.7061891598164167,5.100628701905351,1.9043328568528226,Iris-virginica
+4,5.457792393899868,3.0,4.509241300399679,1.4830363730019203,Iris-versicolor
+5,6.084243526003124,2.566645451851465,5.3493763770771245,1.4352118997206929,Iris-virginica
+6,5.00391624602458,3.6088644430972607,1.3823590052234365,0.20340984213162266,Iris-setosa
+7,5.957210037755243,2.2329520372271885,3.954454504290323,1.0033765961880663,Iris-versicolor
+8,6.756544758413814,2.839240326013294,4.743907805448262,1.479925689655722,Iris-versicolor
+9,4.779990892838228,3.0,1.4019603826560347,0.1,Iris-setosa
+10,5.348903992677975,3.0,4.488826221805994,1.5159055430162327,Iris-versicolor
+11,5.162757119812089,3.63203236099691,1.4439704415055685,0.20066160436503044,Iris-setosa
+12,5.7031794944465855,2.4974423480018966,4.217446200409732,1.2686814951393979,Iris-versicolor
+13,5.503585718023442,2.656978243470932,3.874327789157011,1.2355446463686208,Iris-versicolor
+14,5.556241143273928,2.3749530304409228,3.687873814483534,0.980187817919033,Iris-versicolor
+15,6.600252186501174,3.0,4.459417797369154,1.417134081840268,Iris-versicolor
+16,5.4824667553949835,2.530500054989102,4.042008627510016,1.3283439160957655,Iris-versicolor
+17,5.5189869993374145,4.2,1.4244136878830151,0.19807083879780282,Iris-setosa
+18,5.609281510529743,2.436890895202055,3.949555790167326,1.0978944913474167,Iris-versicolor
+19,7.642019575528647,2.9547499482569686,6.5943699213524,2.076177008186943,Iris-virginica
+20,4.751980638596152,3.03681814615467,1.372263435371193,0.232167499975307,Iris-setosa
+21,5.816261846807626,2.6908179546128563,5.092642951248387,1.8897624406170768,Iris-virginica
+22,4.589389139246722,3.284944348801323,1.4056070378535648,0.19822313675446085,Iris-setosa
+23,5.020738133364471,2.0000031096894597,3.581694924962073,1.0424646010457361,Iris-versicolor
+24,5.052912559419336,3.0,1.8749977586878237,0.19865639274122848,Iris-setosa
+25,6.034334534545251,3.3783560257049605,4.575475735649783,1.6008930200892872,Iris-versicolor
+26,5.842485719444797,3.1631710429956335,4.735639646957966,1.6947405152422863,Iris-versicolor
+27,6.632283879221502,3.166740190396277,5.301873896595982,2.241657109668116,Iris-virginica
+28,6.210870452593144,3.396640857954737,5.488737009089911,2.391132575142854,Iris-virginica
+29,5.115390589873784,3.2811023872690197,1.7646509572120472,0.49511130246725266,Iris-setosa
+30,6.678130105435433,2.524503688929234,5.777466917805795,1.816259197541147,Iris-virginica
+31,6.048914151656652,2.7783921954817954,4.634110579675113,1.2052216119512282,Iris-versicolor
+32,4.767202298213623,3.0,1.3760657595244876,0.41545503796138783,Iris-setosa
+33,4.994604836757235,3.0,1.5931215556051561,0.19790139799300155,Iris-setosa
+34,5.0376001154471775,2.0,3.691152520850027,0.8391768659603586,Iris-versicolor
+35,7.226191231087924,3.198086232537285,6.023342912254591,1.7947745024804902,Iris-virginica
+36,6.814391492057093,2.7858230326707303,4.789322867450047,1.3959532903308176,Iris-versicolor
+37,5.046403882771393,2.0,3.7319909779027007,1.0325893102764185,Iris-versicolor
+38,6.49784656941977,3.211253907607418,5.067363720542731,2.0088617823702175,Iris-virginica
+39,5.921830436744194,3.3115723562768937,4.636225366282688,1.6609255708007469,Iris-versicolor
+40,4.811514704991962,3.4092109364812515,1.6478379632107403,0.20250831070212555,Iris-setosa
+41,5.023325106620401,3.344646454100329,1.593321999795822,0.40759809328084384,Iris-setosa
+42,6.838091797654367,3.0661602369317724,5.105227177928229,2.2815631584746825,Iris-virginica
+43,6.026745893232918,3.403597893737681,4.481620215558516,1.586002011740226,Iris-versicolor
+44,6.4193266775003215,3.247926969959864,4.728179708136633,1.5808206364642499,Iris-versicolor
+45,5.806028140827249,2.785105731238969,4.544895065078055,1.252163876970415,Iris-versicolor
+46,6.215623751096481,2.754135707775346,4.855446837917214,1.785053763376903,Iris-virginica
+47,4.765954272176739,3.0,1.3762757654472049,0.3171205418863299,Iris-setosa
+48,6.26458710899836,2.7445257509372603,4.8315555784346955,1.8029333677355657,Iris-virginica
+49,6.219449257579271,3.4022431824358117,5.389009657164136,2.2808685063654215,Iris-virginica
+50,7.695198336383219,2.768664485807948,6.720560820462683,1.9708564582645531,Iris-virginica
+51,4.975282185798364,3.3809309601510535,1.6687825366750908,0.3652780355572403,Iris-setosa
+52,5.041757209052436,3.3604979281503566,1.6296387409977229,0.35613143204317793,Iris-setosa
+53,6.272020957656994,3.3863676890894747,5.548009694124988,2.3805448832641356,Iris-virginica
+54,7.596464247429576,3.0,6.589616047902393,2.079887391383198,Iris-virginica
+55,5.49270233307892,3.0,4.526750438995823,1.4569597157342606,Iris-versicolor
+56,4.9517958103468676,2.0,3.5479792281958167,0.9380051256154521,Iris-versicolor
+57,6.961261180919079,3.1996399071472386,5.802253700825838,2.2741918073229757,Iris-virginica
+58,5.0536190201361695,3.5561576800821273,1.3999392409059632,0.20385988927104545,Iris-setosa
+59,5.662711495956757,2.9575728972740514,4.51279954809929,1.4365881550983806,Iris-versicolor
+60,5.251731985375834,2.4939517242121108,3.51866082197487,1.2120444741275367,Iris-versicolor
+61,4.8094337900856985,3.4036083193964557,1.8161313109990682,0.20166211682669888,Iris-setosa
+62,5.081060582143294,3.3437725581272817,1.6120125371954797,0.4183171557034058,Iris-setosa
+63,6.269413176372285,3.404217237949093,5.51148176840386,2.3773325630262954,Iris-virginica
+64,5.953538645996413,2.799547330499102,4.484691170564418,1.3777095964902732,Iris-versicolor
+65,4.535512189387767,3.1580829745452332,1.4304486756208812,0.19796075874424288,Iris-setosa
+66,5.490919341880273,2.4027894632153597,3.723241067423154,1.0085947967004316,Iris-versicolor
+67,6.264389208073023,3.384862027533829,5.466628967846256,2.3561314712176045,Iris-virginica
+68,4.985893278101352,3.0,1.5895024230713466,0.20572480562774764,Iris-setosa
+69,6.316995773627473,2.4801289478862936,5.018073145454799,1.8928039706350717,Iris-virginica
+70,6.301168611234347,3.397577098973031,5.643530881488962,2.396913029364551,Iris-virginica
+71,6.7593441483860195,3.204551047604604,5.71502987240654,2.279833648600491,Iris-virginica
+72,5.870720478353232,3.2190061830462575,4.828151674030484,1.8592786077397545,Iris-versicolor
+73,6.3602386409842255,3.2832957901424353,5.985149944152093,2.4999997235335774,Iris-virginica
+74,4.590391565258996,3.555031342437335,1.0000005490926513,0.19827076899113316,Iris-setosa
+75,5.061366903634251,3.3580963859494766,1.5733655823409396,0.4555679435709785,Iris-setosa
+76,5.113372218619285,3.5133499114816775,1.379868756033968,0.19992490439680805,Iris-setosa
+77,4.38417217328486,2.8732844309975647,1.3793410144600569,0.19667172070206132,Iris-setosa
+78,4.945660041650108,2.0,3.614058655734768,0.8486159529159681,Iris-versicolor
+79,4.300000593253172,3.0,1.0971934802995886,0.10000012196389893,Iris-setosa
+80,4.406441204237145,2.8733921955844113,1.4248326255210246,0.20151217792901746,Iris-setosa
+81,5.971161396744306,3.4059790057783057,4.53213369847768,1.617517748972362,Iris-versicolor
+82,4.9867735504699136,2.0,3.6578589038915403,1.015357439209582,Iris-versicolor
+83,5.158999021945391,3.435400460363408,1.425720826424062,0.21361571321845102,Iris-setosa
+84,6.054056045111624,3.1384136941108425,4.804490150640399,1.7339072149355086,Iris-versicolor
+85,5.645013359023931,3.0,4.36299177326518,1.361570670184592,Iris-versicolor
+86,5.082007920860194,2.488566208757137,2.941060902326078,1.1157591545757144,Iris-versicolor
+87,6.594372730285247,2.806046571804844,4.6935102925786225,1.5067580477392597,Iris-versicolor
+88,6.713305340807338,3.1034391342635215,4.7595805381477545,1.5129699807019852,Iris-versicolor
+89,5.080837430931664,3.366856725779837,1.5799158485074605,0.21965188185605936,Iris-setosa
+90,6.224424606766486,3.3115558540961607,4.6563219844126795,1.5934987809722498,Iris-versicolor
+91,6.19783221090827,3.381168565695883,5.451548902633654,2.3168555205585064,Iris-virginica
+92,7.672142579081848,3.0,6.047674321969922,2.294796104468907,Iris-virginica
+93,5.0149210771270125,3.2002447132372493,1.6084522367461753,0.27529740893474347,Iris-setosa
+94,6.4822662594436595,3.0,5.757274198343759,2.1901022192546864,Iris-virginica
+95,4.596680115532673,3.17212256048869,1.4299285934316983,0.2006923296862418,Iris-setosa
+96,4.836254198923733,3.0,1.4462598691363253,0.10000009235560338,Iris-setosa
+97,4.300000490443053,3.0,1.0991856410930467,0.1000000901953367,Iris-setosa
+98,6.785155788092936,3.163621876096258,5.4513283974084255,2.2889769565718887,Iris-virginica
+99,6.13593658087262,2.8718290021856943,4.5980210785456626,1.4487123824890622,Iris-versicolor
+100,5.552266552043982,3.714471278609274,1.5212473853834727,0.3823977728018694,Iris-setosa
+101,6.270084841053974,2.5589763703304893,4.987449533068462,1.8250999192546784,Iris-virginica
+102,6.371599692835795,3.252552103300146,5.340624990683189,2.3153654166984894,Iris-virginica
+103,5.057204858864619,2.5094884623961735,2.924225382437638,1.1286849469083264,Iris-versicolor
+104,6.618744053422643,3.0,4.474334405261813,1.427999671257736,Iris-versicolor
+105,6.690600890832742,2.4593857690040295,5.773385460420667,1.7923647185015734,Iris-virginica
+106,5.93465835818777,3.222750698428597,4.781682284865616,1.7613505762228692,Iris-versicolor
+107,7.7049634092573545,3.0,6.088491971996868,2.2823727004544936,Iris-virginica
+108,7.668530115511062,2.5672810132845347,6.9,2.266774078463214,Iris-virginica
+109,4.704552071724477,3.084123507261602,1.5361960235266465,0.20139386646292692,Iris-setosa
+110,6.231963886388274,2.70156935472062,4.873566184949125,1.7867462624433013,Iris-virginica
+111,6.069968872754465,2.806603078696103,4.698008403916888,1.2074110716458308,Iris-versicolor
+112,6.54948842870281,3.1944933264481956,4.791165280200224,1.570975733383168,Iris-versicolor
+113,4.918537329804124,3.1240830288069716,1.5242987236293162,0.1,Iris-setosa
+114,6.691202157762745,3.088298246423719,4.702943427196346,1.485350585852249,Iris-versicolor
+115,4.809259013768804,3.3867271981484692,1.8683139146217678,0.1979103943865125,Iris-setosa
+116,5.438072177075418,3.0,4.4010478122649035,1.4687982332992413,Iris-versicolor
+117,6.697965469020814,2.9556206172903208,4.847820544070766,1.5943707472037894,Iris-versicolor
+118,6.292652471727794,2.9560421579086347,5.697508593840489,2.08933648364109,Iris-virginica
+119,5.028243229369296,3.604797967816257,1.3459961057649479,0.20515954619099025,Iris-setosa

iris/tab_ddpm/2_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/2_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/2_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/2_0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.3,3.0,1.0963801876211476,0.1,Iris-setosa
+1,4.300001554401445,3.0,1.1156671289867288,0.10000018616336886,Iris-setosa
+2,4.830719088743905,3.02464337624746,1.4574710322683297,0.10000012286851023,Iris-setosa
+3,4.3,3.0,1.0998377351786301,0.10000009046604856,Iris-setosa
+4,5.73799770635371,2.8200732051402997,4.187433133424707,1.1981973112035316,Iris-versicolor
+5,4.806480826320225,3.0,1.3786331222383452,0.3187688808803221,Iris-setosa
+6,5.612244125205523,2.72736119820948,4.287273056660143,1.3857536250092477,Iris-versicolor
+7,5.8360933708501,2.7055740738450984,5.129102218741201,1.9041314999720926,Iris-virginica
+8,6.059099864381286,3.3972407389691655,4.530576202573711,1.5958458822765067,Iris-versicolor
+9,5.0251800733824465,2.5069378223902863,2.7608742438257057,1.0587304710103742,Iris-versicolor
+10,6.642147699119007,3.0662843075804647,4.686985870847298,1.4538715535685007,Iris-versicolor
+11,5.595801070785837,2.9611186784620394,3.7033763315899932,1.2947811995315133,Iris-versicolor
+12,7.255392392575129,3.1708761763409066,6.03634293433703,1.8119040283852548,Iris-virginica
+13,4.999976346373907,2.0,3.5683981251230823,1.0601630886068476,Iris-versicolor
+14,4.397141416585827,2.936162647664659,1.3735637431543688,0.19879599456646174,Iris-setosa
+15,5.093368969273376,3.2781689242499024,1.7174614129156625,0.2649548447939948,Iris-setosa
+16,5.011590315304617,2.0,3.2328089140423244,1.0154807789983997,Iris-versicolor
+17,5.067015434949067,3.0,1.7602747393010625,0.2027754107827691,Iris-setosa
+18,6.014100083559148,2.850653282250936,4.6255174912392345,1.31276865694852,Iris-versicolor
+19,6.421205470463168,3.237483098272402,5.2390773965897095,2.0930652659409703,Iris-virginica
+20,7.250192428093195,3.13500498544863,6.133108839989988,2.222905454714577,Iris-virginica
+21,6.333501389782253,3.2838822872108464,5.974581309800519,2.5,Iris-virginica
+22,7.70123477811587,2.611896438148749,6.899996471083008,2.3101317792371168,Iris-virginica
+23,7.265763078867838,3.175457256024595,6.092994444457115,1.8053326678684567,Iris-virginica
+24,6.684246257956404,3.132143450819609,5.737075295426281,2.2711482553046345,Iris-virginica
+25,4.620753327781465,3.0912564718241033,1.516722427089025,0.20197263188365772,Iris-setosa
+26,5.082230726490928,3.5304858287907637,1.4040220081745427,0.20726176924874123,Iris-setosa
+27,7.147094242582438,3.173450196730238,5.963137731289635,2.269012791292875,Iris-virginica
+28,7.899998746862231,3.842248833617252,6.456367167273932,1.9776096500992528,Iris-virginica
+29,5.4892228443918585,2.9797885179508703,4.401583911583349,1.5022306719639615,Iris-versicolor
+30,5.01141469151791,2.0000006411809466,3.522754402531252,0.902966054455953,Iris-versicolor
+31,5.844552670865953,2.7772720489400466,4.311725621726124,1.0950307477433827,Iris-versicolor
+32,6.671854980564499,2.5098242142571583,5.673795485521709,1.793928505622392,Iris-virginica
+33,7.45199839676651,3.078846552050373,6.422919863798574,1.8777251805523596,Iris-virginica
+34,6.296450273332112,3.3920964230400332,5.551298436001751,2.3515743968307365,Iris-virginica
+35,5.426936473438599,3.8493470104807295,1.3356737558646943,0.3663062612780768,Iris-setosa
+36,6.265695245170826,2.637425900595959,4.856063389393262,1.7947466576276128,Iris-virginica
+37,6.685369162095587,3.09350498180604,4.662194578023241,1.5287837249849134,Iris-versicolor
+38,5.925097654653244,3.25331538615083,4.406631895634118,1.4651559996764618,Iris-versicolor
+39,4.5627805428634005,3.6225678093818057,1.0,0.19214006920629573,Iris-setosa
+40,5.174123373308854,3.410635658469183,1.3747900373835988,0.19474502124618986,Iris-setosa
+41,4.7603511670173795,3.0,1.4020105002011933,0.1000001264363761,Iris-setosa
+42,6.0378741659270725,2.8798171408738957,4.647065826633402,1.377154038345882,Iris-versicolor
+43,6.713372510331619,2.769132280123901,4.73940479580854,1.4337422507629816,Iris-versicolor
+44,5.760433652732946,2.778404670333967,3.9812560309608367,1.0620846951524838,Iris-versicolor
+45,5.738676746300002,3.8045503962445393,2.0196858522221577,0.3113831771520387,Iris-setosa
+46,6.365349470981856,3.294478646873648,5.997527817083955,2.5,Iris-virginica
+47,6.218983292565529,2.1655213746991375,4.473064852140497,1.4939059542812314,Iris-versicolor
+48,4.994332333833286,2.000000894628684,3.572113376280258,0.9850114284689871,Iris-versicolor
+49,4.3,3.0,1.0861071763120758,0.1,Iris-setosa
+50,5.868560631720861,3.1925426191919146,4.815016474436041,1.8046836276988278,Iris-versicolor
+51,4.3,3.0,1.0984960259679197,0.1,Iris-setosa
+52,5.6862139888303345,2.7839537457381804,4.3060871575137964,1.3359659240306665,Iris-versicolor
+53,6.109638577637895,2.600195936454832,5.586086182162178,1.4268335112081632,Iris-virginica
+54,7.68425273813308,2.564737918142898,6.9,2.3238053888451558,Iris-virginica
+55,4.828735148393348,3.405619975658091,1.64024747510902,0.2067244860286739,Iris-setosa
+56,6.721850931856684,3.198122128319042,5.665166177282497,2.288629330195882,Iris-virginica
+57,5.672477235218383,2.9568760268872483,4.159793535123851,1.2350736933081368,Iris-versicolor
+58,5.8092756194815545,2.7271412399642143,5.091346825591029,1.9552349875128487,Iris-virginica
+59,5.011715713773915,3.0,1.5989291352327817,0.20580684458369275,Iris-setosa
+60,5.988035579456781,2.9119293919513303,4.585326605786877,1.384645354151997,Iris-versicolor
+61,6.804530833121862,3.0815779948382596,5.080035711879906,2.296103256614141,Iris-virginica
+62,4.807938514054419,3.398227100646593,1.9026341164898803,0.19875606253300165,Iris-setosa
+63,4.762346130319152,3.3458792627789378,1.8670138345895468,0.20370902832401688,Iris-setosa
+64,4.3,3.0,1.0989166868946807,0.1,Iris-setosa
+65,5.487198569802348,3.0,4.524860893068833,1.499964890842468,Iris-versicolor
+66,5.342112808846785,2.437212761895498,3.634060355766138,1.077357483020735,Iris-versicolor
+67,5.060440393820705,2.473237655475165,2.9391573981370263,1.1070471841739908,Iris-versicolor
+68,5.346918483982296,2.465598465656358,3.5738235277743287,1.0280179891380556,Iris-versicolor
+69,4.606542978774779,3.0529609303702663,1.4754250647027887,0.20461279351535447,Iris-setosa
+70,5.014632836388013,3.0,1.8870602967156922,0.19985442413087207,Iris-setosa
+71,5.0048610003662075,2.00000055179308,3.6218069404114814,1.0336980764057735,Iris-versicolor
+72,4.8431955395675335,3.0,1.4145326430253908,0.2774212353240156,Iris-setosa
+73,5.527733241059963,3.0,4.537892510682484,1.5183459062771911,Iris-versicolor
+74,5.606696544720651,2.383960050578925,3.7832602706687677,0.9258625139701191,Iris-versicolor
+75,5.608849435775567,2.929280091301772,3.7856479391823648,1.3176249969027622,Iris-versicolor
+76,5.255157753438439,2.7424685354362386,3.9598982119969355,1.4207484713213712,Iris-versicolor
+77,4.493681409781345,3.1267502917479515,1.4534377175653266,0.20044699708509675,Iris-setosa
+78,5.103064560437288,2.4876547413121086,2.920101190560903,1.066358244529839,Iris-versicolor
+79,6.496297645710549,3.1333437164052595,5.0908582009164,2.02576851481238,Iris-virginica
+80,5.082406374702078,3.5872183552348433,1.4291160049102558,0.21750460768705904,Iris-setosa
+81,5.095801378557527,3.410977134222473,1.3959930307364865,0.202031171198918,Iris-setosa
+82,6.0848066435841455,2.594326507611006,5.535783216876125,1.4024697982421175,Iris-virginica
+83,5.996231071884029,3.3979836945973965,4.475186904433114,1.56743248841475,Iris-versicolor
+84,6.635975020886193,3.104731766265774,5.190318130521229,2.280878424153308,Iris-virginica
+85,7.899998177894933,3.8261458911106914,6.326352021595085,1.9520211227148045,Iris-virginica
+86,6.9926341451391245,3.204095764563785,5.743769880492195,2.259203624122318,Iris-virginica
+87,7.701061057300972,2.7879451350348092,6.7174063310283945,1.9803846171743928,Iris-virginica
+88,7.705668449832052,2.6180394066344577,6.9,2.273442921074815,Iris-virginica
+89,4.421005707055983,3.0,1.3515118748784498,0.1983742842144211,Iris-setosa
+90,5.994112763496818,2.180245241164129,5.00128136667863,1.5006544529233994,Iris-virginica
+91,6.203762880826686,3.3323802740413973,4.6638757538289495,1.610210239468441,Iris-versicolor
+92,6.602052296183987,2.782998507913262,4.718096448562587,1.421491013634347,Iris-versicolor
+93,5.992321902356208,2.802687650930304,4.568173694159781,1.2480079977006835,Iris-versicolor
+94,6.627091053615692,2.505132523011338,5.677469085299263,1.7999998011108256,Iris-virginica
+95,5.461988013849776,3.0,4.506589941011481,1.4996478105588038,Iris-versicolor
+96,5.180775630788313,3.409593223617468,1.3904600440243475,0.1979922187667888,Iris-setosa
+97,7.696512077449433,2.622764310805638,6.899998526153483,2.3115609887941964,Iris-virginica
+98,6.649371745599871,3.189773191794135,5.395826358868284,2.17951094753164,Iris-virginica
+99,7.667281091748661,2.781997947648724,6.680704954013238,1.9788730078231356,Iris-virginica
+100,7.73993467603669,2.6235664181002165,6.9,2.293416248051799,Iris-virginica
+101,5.996810399051813,3.4069872506933274,4.536070956963743,1.5865137409195391,Iris-versicolor
+102,5.5145979590753855,3.0,4.495490994017795,1.4859406619071447,Iris-versicolor
+103,6.178171569944088,2.8401346880022733,4.755605243547169,1.7916211058012186,Iris-virginica
+104,7.135590626399919,3.086692604220874,5.285282595352402,2.3019665404834653,Iris-virginica
+105,6.012995193478516,3.399029085238872,4.498322347406069,1.5824444240687188,Iris-versicolor
+106,4.978044399545015,2.0000006311067713,3.3541618946583496,0.9052734972459837,Iris-versicolor
+107,5.6478307204439036,2.9846853404826748,3.9162952667136057,1.3005605601245394,Iris-versicolor
+108,7.205785024420608,3.2047314499724835,5.964594223943054,1.833126519557906,Iris-virginica
+109,5.7282481791159805,2.734276028546019,4.218374266253864,1.0700596995452143,Iris-versicolor
+110,5.94683924767066,2.183160170797053,5.008188257752779,1.4885304894397864,Iris-virginica
+111,6.939176520902768,3.1945848644668886,5.719656931418552,2.2931927498192346,Iris-virginica
+112,6.234515876389206,2.4542237231761956,4.987060717672018,1.8422691415004249,Iris-virginica
+113,4.3,3.0,1.0763965307133168,0.1,Iris-setosa
+114,4.417198687867995,3.0564185314696717,1.3214097824799897,0.2015293118853578,Iris-setosa
+115,4.8735139687263045,3.083489387814714,1.4996268463863782,0.1,Iris-setosa
+116,6.754708683454083,3.1206912914621405,5.268105404772022,2.2522426270330747,Iris-virginica
+117,6.783855747771041,2.800335667882446,4.773608758137519,1.3672068696947763,Iris-versicolor
+118,5.620221630296021,3.728419468557499,1.5252286456897712,0.3699043913392064,Iris-setosa
+119,5.015888982471433,2.0000004964245055,3.499660424832208,0.8574667981732883,Iris-versicolor

iris/tab_ddpm/2_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/2_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/2_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/2_0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.457681760958909,2.5207921008615277,3.9015861539728176,1.325106894374104,Iris-versicolor
+1,6.0221464740716,2.878592644950378,4.70415026964214,1.368105439536494,Iris-versicolor
+2,6.196052829079669,2.6963400227261163,4.8974600985705665,1.8308253712214784,Iris-virginica
+3,6.008820518237248,3.4048093468323692,4.470281417390216,1.5933954242486599,Iris-versicolor
+4,6.321228955563352,3.2941124869049863,6.028861637573539,2.4999997453555585,Iris-virginica
+5,5.022801200246597,2.0,3.472660173691044,0.9808944207194481,Iris-versicolor
+6,5.223183540105256,2.4994431859938118,3.249343699746233,1.0042263550917663,Iris-versicolor
+7,5.049332335470657,2.0000012943100547,3.581156321657484,1.0062765776233753,Iris-versicolor
+8,6.644858182339329,2.9417178225289766,4.748414405906276,1.5576276562152986,Iris-versicolor
+9,7.491541415670404,3.0,6.498302000282216,2.0790385431025182,Iris-virginica
+10,5.0155950603749275,2.0,3.6554802972051106,0.9178634426202994,Iris-versicolor
+11,5.950889304470602,3.1888645636783086,4.785567261984082,1.8425762710282831,Iris-versicolor
+12,4.714399126596973,3.2626819353124987,1.5423483904697153,0.2028635626634934,Iris-setosa
+13,6.7801194869813,2.5220508334470675,6.026220121668778,1.814952457291711,Iris-virginica
+14,4.3,3.0,1.0737712373300112,0.1,Iris-setosa
+15,5.523200780443393,2.4230268249797327,3.9403858558153253,1.202848351699834,Iris-versicolor
+16,4.807302029461158,3.3936852425794144,1.7873236701921724,0.2022749179701948,Iris-setosa
+17,7.666289881856806,3.0,6.490106382566843,2.1516379830731243,Iris-virginica
+18,5.592706773200837,3.0,4.402842357703751,1.4565171800056462,Iris-versicolor
+19,5.957772963723283,3.4429610751320836,4.469439294972317,1.5879241781704834,Iris-versicolor
+20,4.858003056860617,3.3909913922169683,1.602060167573193,0.2265345292853116,Iris-setosa
+21,4.3,3.0,1.111455031810676,0.1,Iris-setosa
+22,5.9693576732714595,2.900290539339634,4.601347082261555,1.428312860829466,Iris-versicolor
+23,6.0111506178183784,2.952910776437015,4.628520271957431,1.5100481662583787,Iris-versicolor
+24,6.479737166282556,3.2141702696669046,5.163648304209195,2.0965872213428134,Iris-virginica
+25,6.344201278937444,3.2816099423334504,5.377906195266108,2.331037167810844,Iris-virginica
+26,4.806050607960881,3.0,1.4033128038432618,0.10000017059887077,Iris-setosa
+27,7.899998982373223,3.7607958760428883,6.34605639647497,1.8979864095108607,Iris-virginica
+28,5.278827313828936,3.3930110999433607,1.4962101068791913,0.49577832502771146,Iris-setosa
+29,6.293322021434946,2.554817722181055,5.536951928020195,1.5556318492838972,Iris-virginica
+30,4.432461015513964,3.122192837916021,1.3514371526564253,0.20077987588950516,Iris-setosa
+31,6.70775253805275,3.0,4.917308412931759,1.6121875781882413,Iris-versicolor
+32,6.301737287967804,2.620035162136234,4.933993242672414,1.7681744887953044,Iris-virginica
+33,7.72298098317967,2.9737897240455418,6.4277367657877,2.2162845057155627,Iris-virginica
+34,5.046679541268946,3.5963196180630064,1.4048830201929234,0.20417315081225754,Iris-setosa
+35,6.283701882472625,3.4032179618639367,5.59112221693602,2.394290859078043,Iris-virginica
+36,5.978163847162521,3.4022875863241677,4.5460955894681945,1.6199000182287788,Iris-versicolor
+37,5.110021449230336,3.3379749869768274,1.7121013907762557,0.5232411021857938,Iris-setosa
+38,5.210467514944153,3.3930810832866505,1.4095175020494877,0.20283468382270634,Iris-setosa
+39,5.529255058750949,2.4915410674111116,3.8608031797581837,1.1219566697557148,Iris-versicolor
+40,5.875878527171279,2.739643049912999,4.359814691615039,1.0503804166841522,Iris-versicolor
+41,6.5192859823503415,3.1971243051768523,5.434147052773782,2.290447961007093,Iris-virginica
+42,6.7060943411698375,3.0,4.982620192824516,1.7007974643389505,Iris-versicolor
+43,5.76907549292758,2.7987363499537468,5.089338963573315,2.4152446667201497,Iris-virginica
+44,5.1362332452854735,3.6107869123729395,1.409630762678199,0.20551843443555765,Iris-setosa
+45,5.00002209805568,2.000000746214663,3.3941568954593357,1.0102816351642838,Iris-versicolor
+46,5.026165526335952,3.395268357491806,1.5985335951361115,0.5067070007116403,Iris-setosa
+47,5.087727614807204,3.617955665988689,1.4055237264791833,0.20722080148149294,Iris-setosa
+48,5.827189598706172,2.6324285107246443,4.078398774118315,0.8732418317062888,Iris-versicolor
+49,6.717064229606038,3.144311202675745,5.096893167246909,2.2479049533881494,Iris-virginica
+50,6.305347250543004,3.2888750314960276,6.07324191137513,2.4999997508937666,Iris-virginica
+51,6.250562363848932,2.1610631154530604,4.4354917828641565,1.510531942916998,Iris-versicolor
+52,5.478943867488079,3.0,4.411558890398698,1.4439880715869418,Iris-versicolor
+53,6.050246351784493,2.1999741282829133,4.071231469041202,1.0464687391415863,Iris-versicolor
+54,5.949650819877336,2.80266135420343,4.641196803257405,1.2321524168544806,Iris-versicolor
+55,6.055239503062586,2.5542843935422197,5.042019091448216,1.6867385547134113,Iris-virginica
+56,5.886278152936232,3.1804676950767417,4.787345608722946,1.7754067270491345,Iris-versicolor
+57,5.887422546259073,3.208503295997048,4.787710384741941,1.767848409365959,Iris-versicolor
+58,5.80123694967346,2.694452592190578,5.130719773310908,1.891969763973738,Iris-virginica
+59,6.665003158735944,3.2031932891082566,5.358958998163973,2.281349566106276,Iris-virginica
+60,6.184205104339834,2.1913319063467154,4.487083659795571,1.4916895837906772,Iris-versicolor
+61,6.190850613719474,2.3033384016818634,5.060120187565898,1.654005724320446,Iris-virginica
+62,6.340067669159546,3.2189328197052727,5.296817729729014,2.236595211557016,Iris-virginica
+63,6.200159842984721,2.809078532942729,4.76926658151548,1.795426355264209,Iris-virginica
+64,5.005338657565991,2.0000005845006577,3.6226058224504216,0.9287412841153557,Iris-versicolor
+65,5.186639605611549,2.5275230252151175,3.557363825933084,1.272001944583641,Iris-versicolor
+66,4.941760238745008,3.162499536371981,1.5270457959903305,0.1,Iris-setosa
+67,6.108473105130409,2.2403005724561162,4.423270041804206,1.4193416147250453,Iris-versicolor
+68,5.8353061192563365,2.8247791893684617,4.586486066178236,1.3124805487359164,Iris-versicolor
+69,7.0071012224938585,3.1701310744092734,5.593156352942759,2.169326823485404,Iris-virginica
+70,6.979939446629607,2.539496241632946,6.154483420601562,1.8706047825593588,Iris-virginica
+71,6.649593428830847,3.0,4.5200161701925285,1.4365872722580804,Iris-versicolor
+72,6.614365515538736,3.0,6.036976537907264,2.2018962486460034,Iris-virginica
+73,5.598900256921829,2.9235828297280206,3.8222675666434136,1.2858858420355581,Iris-versicolor
+74,5.020183239529639,2.0000011292295667,3.603184863084389,0.9141971254051001,Iris-versicolor
+75,4.556821165321683,3.059269970628187,1.507053668967893,0.20394533908577506,Iris-setosa
+76,5.151075547214547,3.484152424454045,1.3965978987512149,0.20047090721423813,Iris-setosa
+77,4.3,3.0,1.1253641377883166,0.1,Iris-setosa
+78,6.7195231441585355,2.8298845432797126,4.752563967886853,1.4662084216835256,Iris-versicolor
+79,4.7898498743211935,3.0,1.357246016164812,0.3247417061971077,Iris-setosa
+80,4.977447297117025,3.3712808206155285,1.652689460878779,0.47904893804271853,Iris-setosa
+81,5.6330074551363145,2.9499329354164185,3.6793628375229575,1.2437408382096486,Iris-versicolor
+82,6.18771157888758,2.8689130821235125,4.7272230982655525,1.342563193315367,Iris-versicolor
+83,4.594675072089631,3.646397990880202,1.0,0.20921129222485504,Iris-setosa
+84,4.53358454315685,3.0,1.4367671575479177,0.20380076390788168,Iris-setosa
+85,5.027809334631002,3.609806690922723,1.3710903843096731,0.2008672691739393,Iris-setosa
+86,7.113420109315952,3.0611984281320925,5.113095912831911,2.310741231143548,Iris-virginica
+87,6.283732269942421,3.414246293573497,5.627931025348228,2.405911802825471,Iris-virginica
+88,6.209258869375293,2.7971138670685196,4.790229641600267,1.778252152947054,Iris-virginica
+89,5.131554479506403,3.3542859413942128,1.5645530993392276,0.5439948243180912,Iris-setosa
+90,4.3,3.0,1.1051173769432052,0.10000013856244268,Iris-setosa
+91,6.176392597207522,2.19726217533318,4.507084920962179,1.4840281665926254,Iris-versicolor
+92,5.016692788458848,2.0,3.603209486948977,1.0989018700971551,Iris-versicolor
+93,5.238724247539242,2.809432420327694,4.053292709813496,1.4564955351711197,Iris-versicolor
+94,6.4367372296394105,3.0,5.806631768306629,2.174734016469436,Iris-virginica
+95,7.669045748573698,2.972275360253818,6.636056855774525,2.106408112994071,Iris-virginica
+96,4.807670267168345,3.390265194941354,1.854943920963077,0.1979163466442211,Iris-setosa
+97,7.9,3.923424448930598,6.425156508880077,2.033977528381503,Iris-virginica
+98,6.794181649161624,3.200744884529463,5.715746300085841,2.2923829751195606,Iris-virginica
+99,5.539946800268273,2.44761279701846,3.768966605709179,1.0578815175337022,Iris-versicolor
+100,5.420366770689864,3.8537345725544165,1.2978173440771765,0.3584923918957846,Iris-setosa
+101,7.694613758020662,3.0,6.368528527068485,2.2008892740267267,Iris-virginica
+102,5.952076747232298,3.468602586555205,4.429237121675495,1.5916713915211795,Iris-versicolor
+103,6.688004472219491,3.0,4.952944516976887,1.685773359730802,Iris-versicolor
+104,5.2103989032059665,2.501554795237009,3.625874630237619,1.1494228314179848,Iris-versicolor
+105,5.775540363465669,2.8028537166626366,5.199047888646053,2.4036620380639597,Iris-virginica
+106,4.710358331259808,3.073753587328358,1.5216670667099321,0.203996371105034,Iris-setosa
+107,7.746730398866866,2.6112573987001766,6.9,2.311814325579607,Iris-virginica
+108,4.560824735797933,3.6462816536012226,1.0,0.19805317023266533,Iris-setosa
+109,5.7924645080576065,2.6195375268992764,4.099040063713463,1.0055840028702119,Iris-versicolor
+110,7.74133440358917,2.618947547982684,6.9,2.301800002032627,Iris-virginica
+111,4.963811048476409,3.5652380612367285,1.422494536432024,0.19911348017398162,Iris-setosa
+112,4.846847868771501,3.4227046609543135,1.6900158080097318,0.20564789327594382,Iris-setosa
+113,4.817257636526984,3.0,1.4466545342865562,0.26609407528194107,Iris-setosa
+114,6.699609299338936,3.067485044857626,4.781687638642385,1.5299114021782507,Iris-versicolor
+115,6.190505033246529,2.7698299797872927,4.844156677060106,1.805191039716343,Iris-virginica
+116,6.117427785475423,2.7728842657094948,4.724545967012088,1.1532884046413545,Iris-versicolor
+117,5.054839892048778,2.000000852005797,3.612068575771106,1.0722885865710283,Iris-versicolor
+118,4.648106686725395,3.2115450436653443,1.4315074247147423,0.19967702977575907,Iris-setosa
+119,4.980526350859096,3.0,1.565852846876921,0.2042702959808258,Iris-setosa

iris/tab_ddpm/2_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/2_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/2_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/2_0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.113737384979817,3.302238497394007,1.7118787492837848,0.5432812509404432,Iris-setosa
+1,6.241714889515715,3.394641998720699,5.513218249197567,2.3520297878084095,Iris-virginica
+2,6.30029857617809,3.2876386369332833,6.054970089612046,2.49999978814543,Iris-virginica
+3,5.73162692855609,2.8668273297135825,4.333561570142174,1.3116564287075014,Iris-versicolor
+4,5.152284857695468,2.4657430941001657,3.0499836845554036,1.1534739089689712,Iris-versicolor
+5,4.875606120428146,3.0793522851662427,1.4995110835352947,0.10000013538202343,Iris-setosa
+6,4.7861058541238,3.0,1.4223764985925345,0.1000001014841636,Iris-setosa
+7,4.781138401340675,3.0,1.3626205212470068,0.1,Iris-setosa
+8,5.787519334423365,2.700223617006295,5.111130850885548,1.8808613464179236,Iris-virginica
+9,5.518329523964654,3.0,4.509447576845526,1.4771104150922536,Iris-versicolor
+10,7.25545667912893,3.1026140446200126,5.635513939124297,2.297370379050501,Iris-virginica
+11,6.03394091065824,2.223497018549919,4.994362408747813,1.4870465567124613,Iris-virginica
+12,7.584919750893968,2.9732445050436014,6.601428529115183,2.045839768053888,Iris-virginica
+13,5.634217136870407,2.7736597227480093,4.382315667986387,1.2983190898147612,Iris-versicolor
+14,4.62017937339087,3.6326644681204803,1.0000003737813576,0.20761344253384878,Iris-setosa
+15,5.115256037298848,3.8399969319825553,1.7903986123836584,0.2000367648636633,Iris-setosa
+16,7.899998431187233,3.803291238970581,6.394854640876901,1.98917166798961,Iris-virginica
+17,4.832763691825634,3.0,1.4349100571093119,0.10000009243628273,Iris-setosa
+18,5.798764699637274,2.739387813416769,5.1343214334450105,2.253408500534485,Iris-virginica
+19,5.773212563227355,3.1224044808459266,4.700744313106729,1.6729007931984963,Iris-versicolor
+20,5.93731237936398,2.9202661047111853,4.413199308504478,1.4314749526045503,Iris-versicolor
+21,7.704145255769735,2.6235522038799255,6.899998379927804,2.3033721758445775,Iris-virginica
+22,6.290522942386428,3.292220748708254,5.947984887814278,2.4999997000528285,Iris-virginica
+23,7.125895380127032,3.2146360714428472,6.0135978321981405,1.8456262916690753,Iris-virginica
+24,7.690639386580387,2.611990175542548,6.9,2.305949595847847,Iris-virginica
+25,6.547156974066361,3.0,5.877667359134019,2.2269849983907255,Iris-virginica
+26,6.017958224474803,2.2278300333867302,4.1731014586237585,1.1097600059745778,Iris-versicolor
+27,7.9,3.8566575298599406,6.406677032467842,1.9904944576150942,Iris-virginica
+28,4.804280782801517,3.0,1.4037060080248078,0.1000000952422087,Iris-setosa
+29,6.705944192047426,2.964409430529856,4.801438669470695,1.4965945318906781,Iris-versicolor
+30,5.934106041982584,2.226293052781151,4.013480049770462,0.9432545983967395,Iris-versicolor
+31,6.695503521103675,3.0,5.033897620042281,1.7273420452529291,Iris-versicolor
+32,5.391461986978628,3.926982770535392,1.2527427231898394,0.3900748272320753,Iris-setosa
+33,5.482319852020207,3.596275910436224,1.4986115893433516,0.27620000748244966,Iris-setosa
+34,5.046345068471149,3.2911928397902996,1.6820081347973639,0.5130399263809876,Iris-setosa
+35,6.485253001463152,3.129578945803702,5.059966888149393,2.0857051602729015,Iris-virginica
+36,6.062141431097785,2.592752632009349,5.579644262691712,1.3984625517851217,Iris-virginica
+37,6.1259271507460396,2.8292173050859644,4.709995959579998,1.2739571293718464,Iris-versicolor
+38,5.031509458136451,3.708019065473967,1.4093491852438527,0.2182831886361034,Iris-setosa
+39,4.776021330560965,3.3883260320491635,1.664942921058517,0.20044403047917275,Iris-setosa
+40,5.151123723014085,2.70259445337952,3.9069927893672145,1.4158768120252743,Iris-versicolor
+41,6.28127062766086,3.2951685993897404,5.9865503720359685,2.5,Iris-virginica
+42,5.618612737159802,2.4959622983146232,3.918480397826777,1.0738080240552381,Iris-versicolor
+43,4.3,3.0,1.0949442169716217,0.1,Iris-setosa
+44,4.879640658756986,3.0511968447632745,1.4864666444779344,0.1,Iris-setosa
+45,5.497610137923979,2.31412455248887,3.66642380435581,0.7906205536194385,Iris-versicolor
+46,5.094696919906072,3.7632623073632687,1.5378372072771134,0.2093160969261211,Iris-setosa
+47,4.3,3.0,1.0993350369609072,0.1,Iris-setosa
+48,4.795754359661264,3.4041018124612394,1.7817103814814748,0.20098909745122331,Iris-setosa
+49,4.990197596980555,2.0,3.3569045779205333,0.9226639544064956,Iris-versicolor
+50,4.985878126448816,2.0,3.6026361409933316,0.9765451564816942,Iris-versicolor
+51,5.649414240931901,2.8930788873270843,4.059196562968086,1.34343671113162,Iris-versicolor
+52,6.805235297247415,3.1089740615433388,5.087686535403623,2.2895792182101857,Iris-virginica
+53,6.077875660656228,2.7604075410491653,4.671196639050429,1.157785029607091,Iris-versicolor
+54,6.275928585621311,3.293532402913035,6.039966923738994,2.4999998100624707,Iris-virginica
+55,6.678525895429858,2.4958354030498295,5.801066952341972,1.807780552619349,Iris-virginica
+56,6.067533747545527,3.387080750230748,4.5702482541674865,1.6027454047957164,Iris-versicolor
+57,4.3,2.997278899141606,1.0828077268769676,0.1,Iris-setosa
+58,4.808714128358429,3.406265411977597,1.9473766213339982,0.19670190830014772,Iris-setosa
+59,7.51745044981006,3.0,6.4343502940246164,2.028389528268136,Iris-virginica
+60,6.220762068122052,3.3316079044235685,4.625924566940336,1.596882072141419,Iris-versicolor
+61,6.189730069780556,2.214719895510972,4.485498459056413,1.4802616248656535,Iris-versicolor
+62,6.956849214469753,3.072365591765419,5.065518553104589,2.3007585928423366,Iris-virginica
+63,4.778713213605401,3.384719968390074,1.595225336571642,0.19458327936274217,Iris-setosa
+64,6.747511054475301,2.51094000552722,5.79919678921972,1.8242698805399928,Iris-virginica
+65,7.713596581968338,2.6109199868779216,6.9,2.2939099941886423,Iris-virginica
+66,6.719147428495674,3.0,5.02328488701665,1.709192096692113,Iris-versicolor
+67,6.363638860533247,3.273582100517416,5.171640277577484,2.1494800742299764,Iris-virginica
+68,4.9949070706409096,3.4061928809293303,1.767732418419894,0.4128822915687861,Iris-setosa
+69,6.059108286769843,2.5920817935469045,5.589516383958154,1.3665488901140275,Iris-virginica
+70,6.304394753342331,2.5045451150557283,4.984398717584464,1.9009414316230797,Iris-virginica
+71,6.286406288283157,2.512470812809413,4.94738425704104,1.8139743578239298,Iris-virginica
+72,4.57615698856905,3.5746297073331825,1.0,0.2048299131314029,Iris-setosa
+73,7.89999874579112,3.839410710826815,6.403592997037561,1.9834566657049846,Iris-virginica
+74,5.87551722655761,2.8009486588328896,4.6114178209755625,1.2452013978180847,Iris-versicolor
+75,5.804076189479385,2.80650476837454,5.0800688682736785,2.440114646713712,Iris-virginica
+76,5.385722540836481,3.8845503073271774,1.2930780469071093,0.4402923185053754,Iris-setosa
+77,5.710802677015392,2.894179533673987,4.023938379843118,1.2404564896983934,Iris-versicolor
+78,6.6813043705579425,3.0,4.99979309628342,1.712398635586168,Iris-versicolor
+79,5.765182850440701,2.7023145363715044,5.087917008037299,1.8912822434588652,Iris-virginica
+80,5.090616586376107,3.174945978311914,1.7566287792813433,0.2668393314616547,Iris-setosa
+81,6.712835993592774,3.05283368504479,4.820051342928432,1.5400146697304127,Iris-versicolor
+82,5.585830019542367,2.801620891511414,4.27947839779213,1.395366253043335,Iris-versicolor
+83,5.681409311397259,2.707082908143803,4.313902038126943,1.2376005737906666,Iris-versicolor
+84,5.7796627255279125,2.708655609314504,5.112405215810585,1.9379937611405795,Iris-virginica
+85,4.511050135637034,3.2169336526239243,1.3366872347341605,0.1946859282604561,Iris-setosa
+86,6.023778068962491,2.2609130360701597,5.001816958376491,1.5090437831223942,Iris-virginica
+87,4.817507990382477,3.3996693494144576,1.7745123123977709,0.20516856082368856,Iris-setosa
+88,6.212624182109807,2.5664448086373266,4.928390933689638,1.781364316691356,Iris-virginica
+89,5.909631303913086,3.2123241151488524,4.820305813718685,1.7673848694808214,Iris-versicolor
+90,5.521499563734491,4.2,1.4048521676260664,0.2094508000329492,Iris-setosa
+91,5.679082460008993,2.900968341983217,4.456769624660881,1.3207501924251452,Iris-versicolor
+92,4.752939485624885,3.3953887983470374,1.9402026290416554,0.2004393896747844,Iris-setosa
+93,5.487630059841267,4.199999237424735,1.401729586536974,0.2006057522904307,Iris-setosa
+94,4.594841194227493,3.6262488088066367,1.0,0.1942755244267937,Iris-setosa
+95,6.3416340543663265,3.2882030607360826,6.033236956493004,2.499999543121515,Iris-virginica
+96,5.019142374179175,3.3739281901314446,1.6776962403307933,0.5231853792939456,Iris-setosa
+97,6.049703249710561,2.227019715009369,4.999834939790239,1.5197179381207757,Iris-virginica
+98,5.124038954233583,3.264841251189489,1.590103412973301,0.2743646479307277,Iris-setosa
+99,5.804184901493432,2.823832816833385,5.223880274326163,2.4125136661063262,Iris-virginica
+100,6.68574155921873,3.0,4.9925588391009725,1.6820959754810778,Iris-versicolor
+101,5.592916398693038,2.868244992615682,3.6140718560480427,1.2569023133285901,Iris-versicolor
+102,4.914476947022757,2.0,3.5628573579748033,1.0374517648658779,Iris-versicolor
+103,6.068089542371894,2.602822301887856,5.493630793145789,1.5162587701746408,Iris-virginica
+104,5.535064623023984,2.5456518763392877,3.801905174371476,1.1711918150611476,Iris-versicolor
+105,4.777644881057979,3.0,1.4069981529049722,0.2836570144228538,Iris-setosa
+106,5.7318148375509095,3.0,4.264509671869323,1.244376750049454,Iris-versicolor
+107,5.530634568060515,3.0,4.390163913091395,1.4425303925099047,Iris-versicolor
+108,6.748946625429895,2.5063379326200304,5.941833549963846,1.818282200903364,Iris-virginica
+109,5.04535075587992,2.0,3.572391544716814,0.9954974426484032,Iris-versicolor
+110,5.791151984876747,2.7985763124400593,5.140656356493438,2.393250406174614,Iris-virginica
+111,6.673203712793912,3.0,4.571424203033018,1.4213274027534035,Iris-versicolor
+112,6.019507607179236,2.908290141738301,4.55069122307091,1.3960635132947323,Iris-versicolor
+113,7.899999009332994,3.766733220242459,6.416063900306143,2.0402868502014666,Iris-virginica
+114,4.5772082180893365,3.657663468926058,1.0,0.20096892510186043,Iris-setosa
+115,7.704943429246929,2.609129616634941,6.9,2.3142269896974086,Iris-virginica
+116,5.321205433046939,3.4042221953174354,1.455900750312095,0.2718399227855352,Iris-setosa
+117,6.109035595982464,2.273399185914583,5.03237616370344,1.5723194149730633,Iris-virginica
+118,6.260164529410343,2.578140399400465,4.957021274562942,1.8647068805839548,Iris-virginica
+119,7.9,3.857580286519433,6.398616941744253,2.038434697130888,Iris-virginica

iris/tab_ddpm/2_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/2_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/2_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/2_0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.494008902777905,3.116938438541618,5.231996136691454,2.258492196902846,Iris-virginica
+1,6.608572642962392,3.0,4.400205090828016,1.385994520760521,Iris-versicolor
+2,5.463244095393248,4.2,1.380653324323942,0.19949427122490623,Iris-setosa
+3,5.0558888342016255,3.1157535230110187,1.8146976239012191,0.24961957894728726,Iris-setosa
+4,5.855541958556594,2.762620055351784,5.061764382122909,2.041414332045777,Iris-virginica
+5,5.899115900070525,2.830043998961636,4.592539374390945,1.2589873769173057,Iris-versicolor
+6,5.753141956589085,3.046578246961785,4.649286133795227,1.6199733408394534,Iris-versicolor
+7,5.795239169574166,2.6678915344460146,4.071266340891434,0.836084044344136,Iris-versicolor
+8,6.293338840943704,3.256203761222758,5.214087277726913,2.1604947491455726,Iris-virginica
+9,4.87046437796478,3.0449826113194285,1.4555753484505627,0.1,Iris-setosa
+10,4.791030048428669,3.3850929746218785,1.7146382695193547,0.2036058151192685,Iris-setosa
+11,4.3,3.0,1.0948587143473678,0.10000009574426783,Iris-setosa
+12,7.584880096166078,3.0,6.589063015564967,2.1488238521923266,Iris-virginica
+13,5.665461981360161,2.48414226054508,3.985746009611314,1.1404890796055323,Iris-versicolor
+14,5.427964893055679,3.0,4.488177370458836,1.4874793305591867,Iris-versicolor
+15,5.814692331440481,2.699786210623927,4.040965889199627,0.9146850318210838,Iris-versicolor
+16,6.591471490766151,3.0,4.974020431718272,1.6857864158989142,Iris-versicolor
+17,4.812730036546042,3.0,1.4020168718425823,0.31561572850622915,Iris-setosa
+18,4.88857374025707,3.0467964966776133,1.4864900629525826,0.1,Iris-setosa
+19,5.293797923872918,3.7470436786541947,1.3925942368852628,0.25070169852409496,Iris-setosa
+20,7.680970775654725,2.5862208100768167,6.9,2.284061296860941,Iris-virginica
+21,6.173219104496024,2.9113662683878294,4.663786209464642,1.4755187944403032,Iris-versicolor
+22,7.9,3.733263021871535,6.41001250219936,2.035016932996183,Iris-virginica
+23,4.3000007551912605,3.0,1.1010011368443866,0.10000010215333655,Iris-setosa
+24,6.246301405504605,3.288575046782532,5.947475439211007,2.4999996607974446,Iris-virginica
+25,4.838046303525234,3.0,1.4191505363839074,0.10000012259947004,Iris-setosa
+26,4.413263677269821,3.192838876601809,1.3115944438750722,0.19904324459106387,Iris-setosa
+27,6.222870690795831,2.887372477260903,4.707262609586533,1.3472638949357325,Iris-versicolor
+28,5.404710329587098,3.872822175408622,1.3335962387786682,0.3624995726331993,Iris-setosa
+29,5.808740192826453,2.7544297240445097,4.308844884546634,1.138747153204886,Iris-versicolor
+30,5.82280160264761,2.83156990861447,5.083985029154546,2.4028260760718956,Iris-virginica
+31,6.448674891264797,2.527373528337128,5.482505969225107,1.8047075287895695,Iris-virginica
+32,5.676565445894509,3.0,4.226909909449896,1.2682121673255073,Iris-versicolor
+33,4.842902722208733,3.0,1.4116681205160735,0.3129770604612096,Iris-setosa
+34,4.701837016839317,3.2323264859066807,1.386243717561995,0.20262755459854384,Iris-setosa
+35,5.013506079394306,3.0,1.7202684467258489,0.19642069591118252,Iris-setosa
+36,6.23355144860589,3.345598214811272,5.249617165518755,2.1636867832428734,Iris-virginica
+37,6.107283411089165,2.8412756230968608,4.434510117443966,1.3962363708241998,Iris-versicolor
+38,6.2134905507968705,3.3927352806577935,5.570980948973171,2.3260275970515942,Iris-virginica
+39,5.1590865480942485,3.4133969526437906,1.3906183536930663,0.2007583984924435,Iris-setosa
+40,6.17390733688727,2.8638410092863724,4.5700002386733765,1.5047877651531478,Iris-versicolor
+41,5.320310107754557,3.3862024360815064,1.5427345610499001,0.48064991067360163,Iris-setosa
+42,5.691220923183043,3.0,4.232826614367712,1.2359454677599098,Iris-versicolor
+43,5.327622996270795,3.0,4.40169795118217,1.4985273260834522,Iris-versicolor
+44,6.479256369166885,2.7892884306624683,4.524156244454655,1.5179083450109678,Iris-versicolor
+45,5.216742172705685,2.446803245915471,3.0666044955692935,1.0559592723101936,Iris-versicolor
+46,6.545713736915871,3.0,4.402846190565268,1.3961456995646129,Iris-versicolor
+47,5.487014733439157,2.4073102748309476,3.7637063489935376,0.979132512740813,Iris-versicolor
+48,5.83795240383846,2.7832478335150372,4.602992642742297,1.1738403447529515,Iris-versicolor
+49,4.995890441321213,3.7114577072162778,1.424796473725904,0.20349243055459046,Iris-setosa
+50,5.3025661818708745,2.583456672926655,3.5723594198717525,1.1739103116473109,Iris-versicolor
+51,4.956475729099467,3.0,1.544119321055354,0.20299911319604028,Iris-setosa
+52,7.66808203297861,2.6059438293892856,6.89999834340499,2.2933510856569264,Iris-virginica
+53,4.785310623487763,3.3964838763694494,1.8157037343526572,0.19677258472444725,Iris-setosa
+54,7.659473322977892,2.6023069018891305,6.9,2.252832780016877,Iris-virginica
+55,5.044150777750189,2.0000006319258845,3.6631528722199036,1.0105255931545307,Iris-versicolor
+56,7.639633716114634,3.0,6.483050611846782,2.1227905547563486,Iris-virginica
+57,5.698008869942029,3.0,4.217930385463708,1.1936218407267634,Iris-versicolor
+58,6.283183030219293,3.4099787884718933,5.60283639766437,2.397497504749004,Iris-virginica
+59,7.693883076522993,2.784523084589704,6.7159035099194195,1.96922498510873,Iris-virginica
+60,4.921269985824095,3.1118917323307884,1.4937365412322203,0.1,Iris-setosa
+61,5.134611961703219,2.5194842418442867,3.267826517810553,1.1367192904568946,Iris-versicolor
+62,6.411270937207771,2.8097453982466414,4.589116680267905,1.4408674848540537,Iris-versicolor
+63,5.4927760682032325,3.0,4.556784744230581,1.5094903655248553,Iris-versicolor
+64,4.796146052549394,3.398609859656079,1.813163993837416,0.20137060909301643,Iris-setosa
+65,4.881512270744719,3.423678874931635,1.556830784610536,0.2016900189784893,Iris-setosa
+66,6.296245416610818,2.7643742877838857,4.591126120107945,1.3996918360129167,Iris-versicolor
+67,5.052462035890377,3.615218990013188,1.3900796101160227,0.2029671013480347,Iris-setosa
+68,5.011410437623264,2.0,3.667015390011427,1.0017622658901375,Iris-versicolor
+69,5.84403754937292,3.1622912392956684,4.753554228663441,1.7075337457337816,Iris-versicolor
+70,7.597199431153451,3.0,6.498523000875337,2.191719154276655,Iris-virginica
+71,5.459535015179204,4.199999123713637,1.3912084040204262,0.21529143227111044,Iris-setosa
+72,5.4018437364442615,3.8712668141749944,1.3020858681394016,0.33746809854530047,Iris-setosa
+73,5.037276431165355,2.000001067366755,3.583252579932008,1.031951247624741,Iris-versicolor
+74,5.531301767755986,3.6107527697742445,1.5050006411644208,0.2953426055629031,Iris-setosa
+75,5.0347758141058865,2.000000554488118,3.6798637861412455,0.9657794128189108,Iris-versicolor
+76,4.982964254746159,2.0000006474423873,3.3924399994125407,1.0084134875750692,Iris-versicolor
+77,6.225641324085115,2.390156710558997,4.993055149101918,1.7908333434561912,Iris-virginica
+78,5.803306676480038,2.765716398181806,5.126156283263663,2.3115774721262343,Iris-virginica
+79,4.990470339222025,2.0000005315130416,3.4119515960969986,1.010096887220348,Iris-versicolor
+80,6.7847715188752336,2.8132168004487066,4.799997573671367,1.427820283605669,Iris-versicolor
+81,5.610187958663509,2.5015213876652833,3.7954978218609856,1.0550704106167426,Iris-versicolor
+82,5.200774128794687,2.5059610777718975,3.4970792785073637,1.1881060418055092,Iris-versicolor
+83,5.761218712936223,2.70060551627717,4.053744134245428,0.9981895508893893,Iris-versicolor
+84,4.983459320489561,3.0,1.5904184724544197,0.22104681030236392,Iris-setosa
+85,4.3,3.0,1.092548772637758,0.1,Iris-setosa
+86,5.606819378459278,3.0,4.5526566896245475,1.5179388842368073,Iris-versicolor
+87,6.060378390044092,2.1992502191295586,4.070253753672479,1.0514117977145079,Iris-versicolor
+88,5.17524723778369,3.410931357896648,1.3946804125209726,0.20220354669683865,Iris-setosa
+89,6.4063331289876775,3.1702644917405145,5.171378692047848,2.1880416930858453,Iris-virginica
+90,7.698363799706377,2.5995089934078015,6.899997669821546,2.2989302094599076,Iris-virginica
+91,5.878480603788706,3.1944165297259337,4.7758614606936005,1.78436635615745,Iris-versicolor
+92,5.549786692480844,2.546932507682855,4.069145396993378,1.2211360282860213,Iris-versicolor
+93,5.252300091502952,2.5657799492766737,3.7899834556797356,1.3389431313194153,Iris-versicolor
+94,7.719721020333409,2.809990036609394,6.7096260314412115,1.987779130963142,Iris-virginica
+95,6.802292049727882,3.1141762401529127,5.133779275228648,2.270556941200627,Iris-virginica
+96,6.716751202998396,3.0605417816483302,4.853517026852473,1.5904124016558943,Iris-versicolor
+97,6.296666826099039,3.386358952660358,5.601490889476477,2.3930877789538263,Iris-virginica
+98,4.390386927876742,2.8845442465204387,1.3922962054976156,0.19721263168825148,Iris-setosa
+99,5.905158262349654,2.1458969687520986,4.937806361600608,1.427396740720872,Iris-virginica
+100,7.113292897817241,3.2021626825876153,5.978045388743773,1.8344685503433382,Iris-virginica
+101,4.6269714226433,3.1228389714234623,1.4322074781746936,0.20145313874197532,Iris-setosa
+102,5.808674015390617,2.7720333818318443,5.199118449890641,2.3979715382220466,Iris-virginica
+103,5.137036024865751,3.4835389818931635,1.3979663399686482,0.2032137538859506,Iris-setosa
+104,5.265014177697881,2.513145868937024,3.7171616440164708,1.2896531961770776,Iris-versicolor
+105,5.237774659088673,3.7175818039583306,1.3727620048296838,0.22958090725348126,Iris-setosa
+106,6.7464962851159305,3.0794876889322897,5.096357104856205,2.267364810167728,Iris-virginica
+107,5.5280050578143545,3.0,4.505811283989525,1.5045448540977155,Iris-versicolor
+108,7.701933722684197,2.8625526414320204,6.6946273259463585,2.05117405906504,Iris-virginica
+109,6.037689838763639,2.184053577726285,3.9939080017922337,1.0111299157689522,Iris-versicolor
+110,6.267065970700002,3.2883133216769855,5.963197417292342,2.4999997642649667,Iris-virginica
+111,4.300000811517361,3.0,1.0997449901829406,0.10000010287585186,Iris-setosa
+112,5.7684748030774395,2.8082520221673994,5.132178074533989,2.410512454137982,Iris-virginica
+113,5.01836693811495,3.0,1.6156155669823422,0.19212603104337095,Iris-setosa
+114,4.45739758569093,3.223741681120513,1.3489117137612112,0.1937187994976901,Iris-setosa
+115,5.0061704348327245,3.6004306529513137,1.3849682608087546,0.19818311342815492,Iris-setosa
+116,7.6956943627857965,2.5775741041434346,6.9,2.282887406549615,Iris-virginica
+117,6.6507506031990635,2.502272427758271,5.730321650110315,1.7931827283899466,Iris-virginica
+118,6.068326718644485,2.7259530707173445,4.624402055208517,1.0856616200724234,Iris-versicolor
+119,6.247663694345325,3.340646628427352,4.650075671497531,1.5990305769100688,Iris-versicolor

iris/tab_ddpm/2_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/2_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/2_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/2_0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.805169422510069,2.6700371197642188,5.0809936482178095,1.878858267029565,Iris-virginica
+1,5.009036692500469,2.0000005713380724,3.548739198800236,0.8592765631769292,Iris-versicolor
+2,4.489820077465299,3.0,1.4465501634636002,0.20248133265853294,Iris-setosa
+3,5.800227125956334,2.689979215006135,5.0956275215628155,1.8801160793444431,Iris-virginica
+4,7.310916361922092,3.0359601485171988,5.595042252854501,2.3207226930940448,Iris-virginica
+5,5.023386883055868,2.0000006297838238,3.5685140760134466,0.9722804460680237,Iris-versicolor
+6,5.634205392403663,2.9965047032796157,3.8732422136482736,1.2871357520230204,Iris-versicolor
+7,5.523287643675158,3.6258873143725467,1.4753235862521255,0.3877259288021972,Iris-setosa
+8,4.806050873041853,3.0,1.3823132867250387,0.2699226263200637,Iris-setosa
+9,6.0757545858547495,2.274475383166451,5.058227994567655,1.5371323200824059,Iris-virginica
+10,7.671860396547312,2.6006307236919257,6.899998434036224,2.258382435711261,Iris-virginica
+11,4.300000584872543,3.0,1.101596291215799,0.10000010711757605,Iris-setosa
+12,7.078897404953651,3.195762320359381,5.9622217139241975,1.7872899738972543,Iris-virginica
+13,4.888588577903172,3.0862417484277236,1.4821508502832237,0.1,Iris-setosa
+14,6.531006803273342,2.793038503800897,4.622288266080081,1.4516104732779544,Iris-versicolor
+15,5.950445218718881,2.7521620017396558,4.5265256901014475,1.0699597441089714,Iris-versicolor
+16,7.681201954125178,2.610619123498293,6.899998457170085,2.2952561785248666,Iris-virginica
+17,6.251080107150747,3.312545062520698,5.943641706805831,2.5,Iris-virginica
+18,4.300000606059583,3.0,1.093506677677679,0.10000011870045131,Iris-setosa
+19,7.701872614080015,2.6039403993383896,6.899998839852532,2.268985255430829,Iris-virginica
+20,6.289829431315897,3.406409897489374,5.552890190419769,2.3921665843428013,Iris-virginica
+21,5.194126080668132,3.4072446810523753,1.3842668182793059,0.19980766234417685,Iris-setosa
+22,4.792106110429843,3.0,1.3997300549840508,0.1000000900790203,Iris-setosa
+23,6.678488278677362,3.1474521921151917,4.7499124165264845,1.5066085671219718,Iris-versicolor
+24,6.221433266534507,2.234575266858329,4.458631093955147,1.4765017169698387,Iris-versicolor
+25,5.045741474796996,3.2501138240911036,1.5817797681194776,0.44798376614680724,Iris-setosa
+26,7.684674068537805,2.5924543629386982,6.9,2.302610090747639,Iris-virginica
+27,5.004880608788011,2.0,3.2767965215740205,1.0543386154220782,Iris-versicolor
+28,5.789232047672383,2.7058454951222997,5.082004007778571,1.9363387132915129,Iris-virginica
+29,7.739440971762409,2.6018555853966747,6.9,2.308473671266515,Iris-virginica
+30,6.171527665873835,2.772269256040005,4.832615088841053,1.8154888528560222,Iris-virginica
+31,5.380786656715374,3.9600783917306805,1.2719443739339356,0.5077679699297422,Iris-setosa
+32,6.704741745782089,3.0,5.005162914306009,1.7084980991292567,Iris-versicolor
+33,7.713508897324585,2.6103658180525384,6.89999856064413,2.2761811883119205,Iris-virginica
+34,6.173775387446458,3.4041083727133876,5.408107863874612,2.3010612611872276,Iris-virginica
+35,4.76415356547942,3.0,1.4009501005542517,0.27226190873002015,Iris-setosa
+36,4.913098339089686,3.112444125432768,1.4999976454891877,0.1,Iris-setosa
+37,6.414923063283563,3.0295046760902915,5.0308703956258825,1.8744584115324512,Iris-virginica
+38,6.03751529638112,3.3882578581176697,4.5281385916219845,1.6102453211311984,Iris-versicolor
+39,5.78615665232879,2.7098340335003552,5.095492433457684,1.9030515542179134,Iris-virginica
+40,4.541668517770612,3.162836109717308,1.3752197743074412,0.1967434063564682,Iris-setosa
+41,5.064240428858502,3.7100319939089035,1.53001625757656,0.20341733720255664,Iris-setosa
+42,4.809948303548471,3.0,1.415058277231023,0.27026375089653054,Iris-setosa
+43,6.143212560326204,2.6057870715681766,5.632949269688535,1.4599723179443505,Iris-virginica
+44,4.447130194021722,3.0,1.3774151438566276,0.211017671496174,Iris-setosa
+45,4.300000903579707,3.0,1.0981110339909907,0.10000016922212042,Iris-setosa
+46,6.1287160236226095,2.590937666489221,5.631286790966325,1.4128738067916147,Iris-virginica
+47,4.3,3.0,1.0895972931478763,0.1,Iris-setosa
+48,6.267231693440649,3.35193326997311,5.356103353389216,2.278288712310948,Iris-virginica
+49,4.769916040690395,3.401783409136011,1.6507023124246447,0.20027712315102258,Iris-setosa
+50,5.503755421853674,4.2,1.4048950273588086,0.20876158601960831,Iris-setosa
+51,6.198730164701727,3.3936354192008666,5.411229988545008,2.301009432358304,Iris-virginica
+52,4.964833781657662,2.0,3.6241361199629525,0.998141903562,Iris-versicolor
+53,5.681982949312774,3.7802037534618735,1.8367519847962421,0.3203566373253598,Iris-setosa
+54,6.302674543826996,2.654059039099895,4.9530758198946545,1.8307127678835609,Iris-virginica
+55,6.320114437964391,3.3048853544320513,5.951035280664725,2.499999747716044,Iris-virginica
+56,5.8589873637353485,2.8688930961996446,4.4581465551373105,1.4065324576825358,Iris-versicolor
+57,7.678597391322978,2.5781058282153397,6.9,2.2929018158024768,Iris-virginica
+58,7.101889687869144,3.2143272835078966,5.84851538667007,1.8271505886408037,Iris-virginica
+59,5.0238632752502825,3.0,1.7239809153999277,0.19914709501388544,Iris-setosa
+60,5.781121670082342,2.6930974368139586,5.102450780167151,1.9035629510674306,Iris-virginica
+61,6.3122859981487585,3.3142754918820985,6.030210799877952,2.5,Iris-virginica
+62,6.295757180415197,2.6736192986942457,4.896810385008388,1.8089528111532946,Iris-virginica
+63,4.997208566584833,3.6066937840323003,1.4172449387884205,0.20029882725721437,Iris-setosa
+64,7.671702495832233,2.773500658788397,6.690028395474971,1.9731880226072658,Iris-virginica
+65,5.130062155371306,3.8085006499448824,1.6787265176147517,0.20216771957542662,Iris-setosa
+66,6.945885854787204,3.1746700721607546,5.856486503727676,2.310787196899081,Iris-virginica
+67,4.396351266115141,2.9081725008599433,1.3902178546705004,0.18887014655364248,Iris-setosa
+68,5.524157882034004,4.2,1.4148762781216107,0.21513212925602868,Iris-setosa
+69,5.707471571231242,2.841667136803767,4.319238544170593,1.3588555210278703,Iris-versicolor
+70,4.300000615292977,3.0,1.1006217936199985,0.10000015001007616,Iris-setosa
+71,5.80762250677643,2.660215589434413,5.086679049680998,1.8621928069909006,Iris-virginica
+72,4.581037801901264,3.2441078210377983,1.4345370398151374,0.19850585617318137,Iris-setosa
+73,6.035636887119414,2.927522221061797,4.587489007842273,1.414187803165943,Iris-versicolor
+74,4.769030796286307,3.0,1.366111304834468,0.1000001174985499,Iris-setosa
+75,7.728406740048234,2.59814374026283,6.899998420150111,2.297114301113735,Iris-virginica
+76,4.384261819661082,3.1901998630528485,1.2862723401847482,0.20113471416099213,Iris-setosa
+77,4.422636563536581,3.0,1.4046620398727294,0.21075141406737755,Iris-setosa
+78,6.603353493175516,2.7935924826786813,4.728059905518899,1.4771789074771897,Iris-versicolor
+79,6.245104340623818,3.464296689200199,5.482742559761545,2.3338099815822897,Iris-virginica
+80,6.356219947128793,2.534838257421566,4.9910015647409525,1.8981389150006467,Iris-virginica
+81,4.992042750258696,3.0,1.6057429612519483,0.19770463385596568,Iris-setosa
+82,4.79058622029998,3.0,1.3833319346831883,0.29847182921738985,Iris-setosa
+83,5.139228616084872,2.5099374039327165,3.5992051078663096,1.1972260700414845,Iris-versicolor
+84,6.289959879566078,3.2916626184499442,5.973107839976621,2.499999718975511,Iris-virginica
+85,6.966706025897466,3.087487610134606,5.200198572772674,2.2995684544164527,Iris-virginica
+86,4.562381005503471,3.206619970089531,1.4045290233186942,0.1946310066189615,Iris-setosa
+87,7.21096114441777,3.2094032615632373,6.065801353885309,1.788784055928574,Iris-virginica
+88,6.8588407236833255,3.133465914324282,5.998056065682919,2.2944908718087227,Iris-virginica
+89,7.741979548346845,2.6062851002738685,6.9,2.329791608830445,Iris-virginica
+90,5.006801046355042,2.0000004964788936,3.6618860879136204,0.9976143401967723,Iris-versicolor
+91,6.269510609992543,2.745990971246773,4.89945716390117,1.7810547498432365,Iris-virginica
+92,7.658571680361797,2.6238996625453845,6.8999982910455735,2.2892166473193534,Iris-virginica
+93,5.846329080678925,2.7688999517641495,5.083244270588981,2.227426755054159,Iris-virginica
+94,5.835040912536552,2.895132787348782,4.294206396038568,1.2013312187387704,Iris-versicolor
+95,7.7214410361918935,2.5976432049683034,6.9,2.310938916034333,Iris-virginica
+96,7.729722627625958,2.6188466418863947,6.9,2.3230742775861666,Iris-virginica
+97,6.744856971943606,2.531588538246272,5.892294049007574,1.8127929404319865,Iris-virginica
+98,5.104253582057953,2.551167198140429,3.453416932310594,1.2448508886764917,Iris-versicolor
+99,7.741525523945284,2.649306492266526,6.9,2.3020508459371416,Iris-virginica
+100,7.702404137932477,2.6299717775052107,6.9,2.3006026018257457,Iris-virginica
+101,6.011113702191755,3.398040060638313,4.556976830066238,1.5970659196767736,Iris-versicolor
+102,7.629341100764117,3.0,6.325373220561974,2.202967796066142,Iris-virginica
+103,5.964890267176936,3.4531179064378748,4.454684843090342,1.597594463733596,Iris-versicolor
+104,7.658011039639643,3.0,6.618541718935657,2.0881883153400347,Iris-virginica
+105,4.799888940811575,3.0,1.3879065275517142,0.33554479128116826,Iris-setosa
+106,7.7195604664027195,3.0,6.1515334832281505,2.2867029337112457,Iris-virginica
+107,5.29513548831856,2.5353500920546224,3.7982808895623705,1.3243766936251329,Iris-versicolor
+108,7.9,3.7470454612678656,6.4767940739294945,1.98162822562773,Iris-virginica
+109,5.988938659706624,2.894421750821756,4.434874089851599,1.5114292519465131,Iris-versicolor
+110,5.792748187732099,2.8018570072102227,5.208730735684331,2.4123655533473247,Iris-virginica
+111,6.270115144865732,2.7740192376949215,4.8601357123941975,1.8195952025866031,Iris-virginica
+112,5.653923134495607,2.9573773501031178,3.7910641496369895,1.3026399320679034,Iris-versicolor
+113,5.695631370810571,2.8647166233147043,4.027247327064304,1.0619376238033365,Iris-versicolor
+114,5.720014564871794,3.0,4.544254336978076,1.4856145494845268,Iris-versicolor
+115,5.150063517337146,3.634400230061493,1.3896352707432724,0.21938300184327186,Iris-setosa
+116,4.831539151903565,3.404284797458308,1.9884829479977273,0.2008395042927554,Iris-setosa
+117,7.696257164093441,2.590587429950711,6.9,2.236938256379278,Iris-virginica
+118,6.188340955462887,2.213055077706414,4.506542191399349,1.499294098912581,Iris-versicolor
+119,7.305060171920748,3.1812865236361842,6.050157152487273,1.777442628064161,Iris-virginica

iris/tab_ddpm/2_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/2_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/2_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/2_0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.662995254367264,2.365399617183551,3.819620640198865,0.9537327252410149,Iris-versicolor
+1,6.0442905989413624,2.8348139005485873,4.565016742169969,1.1682353133863594,Iris-versicolor
+2,5.895861926377151,2.796212338866917,4.5902430060535435,1.1958524743230399,Iris-versicolor
+3,4.973499205282553,2.0,3.0107763127514575,0.9532149391527327,Iris-versicolor
+4,5.46884812181214,2.870415982759299,3.7448675804739606,1.3970688682414243,Iris-versicolor
+5,4.597706946731234,3.643566105531742,1.0,0.20034136580725612,Iris-setosa
+6,6.78362209455609,3.2081872624183334,5.715395379470996,1.8987705321616588,Iris-virginica
+7,6.142669946885672,2.6035087494194835,5.58694145400172,1.4251208609367876,Iris-virginica
+8,4.3,3.0,1.0994926332093633,0.1,Iris-setosa
+9,5.059868064072972,3.5222741976813015,1.3930042738493764,0.201377777593525,Iris-setosa
+10,7.618265469488733,3.0,6.608198027740204,2.1072636945218255,Iris-virginica
+11,6.306810161994525,2.688945516201762,4.91620892237923,1.7713122591067911,Iris-virginica
+12,5.687653638267592,2.996495512122028,4.137324208566962,1.1942403108668418,Iris-versicolor
+13,5.007589025360357,3.0,1.7155102093768648,0.20579530676376784,Iris-setosa
+14,5.019792885824559,2.000000796349917,3.6048406638531048,0.901647002061364,Iris-versicolor
+15,4.3,3.0,1.0889068098760992,0.1,Iris-setosa
+16,7.678348726304439,2.903737212001759,6.663935145146074,2.0198658166033225,Iris-virginica
+17,5.657496604186525,3.0,3.993960873188918,1.2135948562345757,Iris-versicolor
+18,6.507265543898363,3.2023002310244233,5.06974807612266,2.040125918812336,Iris-virginica
+19,6.891996121073424,3.200219745755227,5.941208375714394,2.280654645271934,Iris-virginica
+20,6.2284442824793285,3.4002227754405085,5.439906894097143,2.3168579523167896,Iris-virginica
+21,5.190989993292414,2.4835755351813447,3.3982529523651808,1.1635468987393573,Iris-versicolor
+22,6.042802061185848,2.8064434994217464,4.664602093741348,1.1868426570188437,Iris-versicolor
+23,6.7495563871592,3.119977470738537,4.732267338805258,1.515310222144229,Iris-versicolor
+24,5.334849167521172,3.39905005387301,1.565104447290866,0.5105358876898006,Iris-setosa
+25,6.192859547782456,2.2145289041146103,4.498045288725447,1.4717296691082735,Iris-versicolor
+26,6.449791290015058,3.1541112117684156,5.3169131163961465,2.2924333675764457,Iris-virginica
+27,5.992848470263972,2.9187832088535868,4.611833286176681,1.4409088093370257,Iris-versicolor
+28,6.602424393332544,3.209344062124291,5.693750389050157,2.298211554014247,Iris-virginica
+29,6.048939670188334,2.8263717334129326,4.681872424590264,1.224272557184212,Iris-versicolor
+30,6.591800295591656,3.1353721904578524,5.557028379608461,2.285294735014124,Iris-virginica
+31,6.748359179035278,2.511318304419075,5.915034571827165,1.816350776380876,Iris-virginica
+32,6.276400341876738,2.4991082797027104,5.0094387071114586,1.856522366120576,Iris-virginica
+33,6.314514918924159,2.7432393601246936,4.800303777750829,1.8040709376624067,Iris-virginica
+34,4.4440511701026,3.222746422828625,1.3308568560071876,0.19944368239442833,Iris-setosa
+35,6.031040702214667,2.172132521216569,3.9811913107715333,1.0001812733484816,Iris-versicolor
+36,6.37398181752102,3.2843331894035854,4.7213465077448165,1.597748134975776,Iris-versicolor
+37,6.596784967204191,2.883927243624898,4.7066866637549944,1.562686597352033,Iris-versicolor
+38,6.913158480059964,3.208100186801692,5.787747227769084,2.303665229745107,Iris-virginica
+39,6.742891882376545,3.0961970826317415,5.117713925631996,2.3081883960675165,Iris-virginica
+40,4.670123532619248,3.631343872335334,1.0000004977011334,0.19857471746340577,Iris-setosa
+41,6.306568805291711,3.291361667024675,6.075676139301803,2.4999997188824743,Iris-virginica
+42,4.756104291149671,3.3867836355365113,2.1088075573724936,0.20022731747911213,Iris-setosa
+43,6.030910781473409,2.2536344216961144,5.039099180683779,1.5343482581444938,Iris-virginica
+44,5.64107897706201,3.72093310981784,1.5908491990708604,0.3206446063408006,Iris-setosa
+45,5.553852244296259,2.4750078243137796,3.8584951183820717,1.0533501919204076,Iris-versicolor
+46,5.549190750654169,2.5015017302050904,4.006026141035065,1.2097920376697957,Iris-versicolor
+47,6.563477373755746,3.0,5.810981926830708,2.1975205005256107,Iris-virginica
+48,6.301591368969723,2.6120492635596735,4.961789520250436,1.83470123283527,Iris-virginica
+49,4.9987675323731695,2.000000720577266,3.3237822679296594,1.0244021330318653,Iris-versicolor
+50,5.48508623040875,4.1999991110383235,1.3785576478763126,0.2002291792778596,Iris-setosa
+51,4.40668591635904,3.2416876204662843,1.3103432290046109,0.20115647648855528,Iris-setosa
+52,5.370545525294314,2.4431592576231207,3.707118049665746,1.0284606573846407,Iris-versicolor
+53,6.075493512932812,2.835533447673174,4.619093639049262,1.2000541307646049,Iris-versicolor
+54,4.81625752582305,3.4540596918734043,1.752082501342112,0.19610781583026368,Iris-setosa
+55,4.3,3.0,1.104784183761237,0.1,Iris-setosa
+56,4.948182228322182,2.0,3.390864552192208,0.8190218018385875,Iris-versicolor
+57,6.787369337137221,2.5051878645823518,6.026387111470531,1.8427469933954872,Iris-virginica
+58,5.001309305114634,3.5066635612444035,1.4087745348206104,0.19734371384519983,Iris-setosa
+59,5.461635047051025,3.4604435518448415,1.5623845235773188,0.35947312672707316,Iris-setosa
+60,7.1207406959926285,3.1860215494702344,5.958483914282996,1.7610942569717938,Iris-virginica
+61,6.263827850232655,2.7606257929415317,4.833203572440534,1.8039733071375332,Iris-virginica
+62,6.685235632369699,3.100969030957059,4.6981403860005075,1.4805854607361872,Iris-versicolor
+63,5.507643938983459,3.0,4.463653421791126,1.522546803472942,Iris-versicolor
+64,6.020766191045877,3.34417634477745,4.60737046240526,1.679517085437035,Iris-versicolor
+65,5.88972530705608,2.684455876644894,4.25299605353306,0.9669910424633631,Iris-versicolor
+66,6.39320006412643,3.0,5.7035810710920725,2.173115661133987,Iris-virginica
+67,6.276905676181091,3.3768765371646556,5.485582925726195,2.3296246989605245,Iris-virginica
+68,5.506658100066811,2.4653555421360096,3.9848220835524923,1.2812253057328022,Iris-versicolor
+69,7.70929928102637,2.6174422861193545,6.899998019727779,2.3053646496821685,Iris-virginica
+70,7.681220220560671,2.602140861831108,6.899998985540867,2.296239055613304,Iris-virginica
+71,5.666439985823722,2.3282057827891345,3.87342028876407,1.061207832200537,Iris-versicolor
+72,4.966027322759842,2.0,3.2711132375426866,1.0363325085802793,Iris-versicolor
+73,6.5803773113356865,2.8520690686602874,4.658149588843455,1.483335801631931,Iris-versicolor
+74,7.736393729002161,2.5991131830064265,6.899998217329731,2.314242323697122,Iris-virginica
+75,5.147064598899937,2.5079394351462536,2.884732296144156,1.1242729571618562,Iris-versicolor
+76,4.4221675106231775,2.9100803302102065,1.421479540855204,0.20209874643764358,Iris-setosa
+77,4.7998083959133355,3.400680295737194,1.5939562367524538,0.20241090128245004,Iris-setosa
+78,4.3,3.0,1.1006780966505587,0.1,Iris-setosa
+79,7.674681666453049,3.0,6.085060639287963,2.2946724275763604,Iris-virginica
+80,5.009865115895071,3.6950902959696434,1.4087203819506207,0.20908032187247344,Iris-setosa
+81,4.578647789655439,3.616785184028816,1.0,0.2049016823130711,Iris-setosa
+82,5.61751960767717,2.8451440046891214,3.8051457058444287,1.2564638902259495,Iris-versicolor
+83,6.561367732322957,3.1738360887914876,5.14673747177827,1.9804319005843756,Iris-virginica
+84,4.910175359156529,3.0937170043551245,1.5314905738149267,0.1000001067482491,Iris-setosa
+85,5.698317762611458,3.0,4.259736389330939,1.3141560961348573,Iris-versicolor
+86,7.518881049023559,3.0,6.493385650586158,2.1419911209399327,Iris-virginica
+87,4.881200603575067,3.0,1.4268082700779154,0.1,Iris-setosa
+88,4.3,3.0,1.1080464373657468,0.10000013247546265,Iris-setosa
+89,5.660037378561101,3.0,4.480368629437665,1.5284449339749613,Iris-versicolor
+90,6.046713164305604,2.2152088659534557,4.9522454194661645,1.5314066333831997,Iris-virginica
+91,7.9,3.906310233719677,6.429282661952977,1.9756511808931656,Iris-virginica
+92,5.513226540554769,2.4734374443771223,3.669523762601,1.10625593391508,Iris-versicolor
+93,4.3,3.0,1.0979943144140805,0.1,Iris-setosa
+94,6.266873851690423,2.9848111646298565,4.695878517253315,1.5634561736855324,Iris-versicolor
+95,5.02585405181006,3.4702610979442086,1.881806506070194,0.27494731597390665,Iris-setosa
+96,6.238450223809563,2.1721332345131232,4.5228307644370975,1.489777220785315,Iris-versicolor
+97,7.702654021126681,2.636646847174948,6.9,2.31723901469018,Iris-virginica
+98,6.062015433344475,2.823510506250624,4.713131462691841,1.2649430289276158,Iris-versicolor
+99,7.680394435801357,2.904212291501769,6.658722184517039,2.025297478888637,Iris-virginica
+100,4.907875272520472,3.1317374608865403,1.5167698678691324,0.1,Iris-setosa
+101,4.885248380015195,3.4149204008629517,1.816233392787169,0.21833636837035356,Iris-setosa
+102,5.156908377064932,3.39990464514897,1.4004143747954607,0.19487791628722287,Iris-setosa
+103,6.0492338011480395,3.3604261955617223,4.5738155103096965,1.594549940773345,Iris-versicolor
+104,6.463945513605417,3.1839867776837893,5.1747287072982395,2.210715544942894,Iris-virginica
+105,6.428525252777909,3.0,5.443898124371468,2.2363883918907868,Iris-virginica
+106,4.409705438515789,2.913167278085744,1.3636001005955538,0.20045134861746447,Iris-setosa
+107,4.3,3.0,1.0911396170230703,0.1,Iris-setosa
+108,5.472896860273307,2.507113707419635,3.9451257611753046,1.2921926405092279,Iris-versicolor
+109,6.015856709578199,3.37590552418054,4.556182695084891,1.6143016631882319,Iris-versicolor
+110,5.796352901316247,2.9341814082121984,4.157648654530756,1.1509681463865469,Iris-versicolor
+111,7.511930146753125,3.0,6.591690177086853,2.155642802636617,Iris-virginica
+112,7.005231609739661,3.116846557544558,5.253529679747981,2.282033786400782,Iris-virginica
+113,4.554954544030643,3.236490770581859,1.4000801957032083,0.19364036599487472,Iris-setosa
+114,5.031196846644001,3.606749918446571,1.3914404734207788,0.20735041966917966,Iris-setosa
+115,5.08265295386515,2.6377792805411535,3.7089217684240814,1.3576830418826238,Iris-versicolor
+116,4.752167664248619,3.3418622620897795,1.5867187017318276,0.20046422630489785,Iris-setosa
+117,4.930123371866285,3.5974322011009643,1.4314059672832409,0.20232966744929773,Iris-setosa
+118,6.793131843527433,3.143166281334613,5.408555680231575,2.306885268250866,Iris-virginica
+119,5.804277935328669,2.807881407497986,5.079347790863847,2.416566426365357,Iris-virginica

iris/tab_ddpm/2_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/2_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/2_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/2_0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.7596908033480645,2.777158320876086,4.522935770434594,1.246259553042225,Iris-versicolor
+1,5.696199321160067,2.8759406404677015,4.223882990877938,1.31134563992523,Iris-versicolor
+2,5.553693585155822,3.0,4.468233538011477,1.4980725529908174,Iris-versicolor
+3,4.988824790438779,2.0,3.617433093666337,0.8931296543977779,Iris-versicolor
+4,4.3,3.0,1.0850234651720416,0.1,Iris-setosa
+5,5.489438615122978,2.4965177378853656,4.047148411406385,1.3184173437335602,Iris-versicolor
+6,5.876056089223452,2.953643308307979,4.545123015766027,1.5204029464797444,Iris-versicolor
+7,4.982517880650338,2.0000006196749647,3.4446760373287955,0.9860895951234968,Iris-versicolor
+8,7.204414436454874,3.096006485695543,5.367124038128723,2.2973052378918934,Iris-virginica
+9,7.698400932950275,2.590414653746338,6.9,2.2993208753382466,Iris-virginica
+10,5.48423143706144,3.0,4.503466639032163,1.5205792442750166,Iris-versicolor
+11,6.481458315000771,3.1565872386329783,5.091051455162518,2.099579471745074,Iris-virginica
+12,4.3000004709144335,3.0,1.0940353285761981,0.1,Iris-setosa
+13,7.5998106573976365,3.0,6.065819815598886,2.240760437672234,Iris-virginica
+14,7.899997730343546,3.7148473915906566,6.455865856383983,1.9448262376069787,Iris-virginica
+15,4.3,3.0,1.0785342685050716,0.1,Iris-setosa
+16,4.988851059717023,2.0,3.5149353860837484,0.9188838651489438,Iris-versicolor
+17,5.660413166185844,2.898135650091726,3.708911428402706,1.2843644648366284,Iris-versicolor
+18,6.156301271042545,2.587131822920232,5.582995007719234,1.4431079442399404,Iris-virginica
+19,4.858537002798731,3.0,1.4423996297147572,0.1000001024039121,Iris-setosa
+20,5.641539002258741,3.7478655450762965,1.7349976685728434,0.4156137099400037,Iris-setosa
+21,5.626899830234349,3.0,4.519763174724229,1.523705614912784,Iris-versicolor
+22,5.059337998626173,2.0000008114426815,3.2505613995404627,1.041525400261427,Iris-versicolor
+23,7.9,3.8169654409221443,6.429130131944816,2.011991287429982,Iris-virginica
+24,6.281719591970337,2.6563727137384214,4.905941553750629,1.7813309767932939,Iris-virginica
+25,6.011079966965802,2.1769168594392125,3.911807912577652,1.0322579867919488,Iris-versicolor
+26,4.576084071710147,3.141863761742311,1.4753218271295954,0.19247944458985677,Iris-setosa
+27,5.598498595932836,3.0,4.591564089511379,1.5533275629884968,Iris-versicolor
+28,6.298879876208844,3.3753238176931553,5.522321855787511,2.369458205394167,Iris-virginica
+29,5.8546217911275305,3.2064538814911967,4.743552270619713,1.8105396259212154,Iris-versicolor
+30,6.725209482129249,2.971789616006061,4.8959225471907954,1.564920174270404,Iris-versicolor
+31,4.6695486645693105,3.0,1.4251541557801792,0.2535925082613663,Iris-setosa
+32,5.391773383742805,3.9624381440519723,1.2483512184346106,0.41329143623321785,Iris-setosa
+33,4.872172975981336,3.0928645717363596,1.4725290634217842,0.100000172881789,Iris-setosa
+34,6.691011918588667,2.4858609632588378,5.772498059046554,1.8267877545415234,Iris-virginica
+35,4.590719686979555,3.595296395901549,1.0000005090429818,0.19824669152369734,Iris-setosa
+36,5.106408202263526,3.454904025827615,1.3840600313206743,0.19650780820555191,Iris-setosa
+37,7.258207431314217,3.1936154385851885,6.092760092856973,1.766711492328208,Iris-virginica
+38,5.1325254806615925,2.651511777975568,3.861530218824272,1.4227489809276208,Iris-versicolor
+39,7.095601670697331,3.1940117683785068,5.8608717070134775,1.829881735791623,Iris-virginica
+40,4.518379799297312,3.0,1.4179334996162025,0.20777981286631045,Iris-setosa
+41,5.124696671012386,2.477804139928072,3.54997673843117,1.1152735196980497,Iris-versicolor
+42,6.040926208664266,3.341586863098536,4.6157279108111915,1.6138426457431978,Iris-versicolor
+43,7.714128348521684,2.628368178094876,6.89999872707212,2.277393938756938,Iris-virginica
+44,6.684195347808323,2.51106978004624,5.834724985537302,1.7995258632315745,Iris-virginica
+45,7.899998846021453,3.7981698017621754,6.3666303894150404,2.00483562223843,Iris-virginica
+46,5.74938704487942,2.835417909516715,4.103948788709029,1.164149247477865,Iris-versicolor
+47,6.229817287108259,3.3898957520036004,5.461723216575486,2.317159449122599,Iris-virginica
+48,6.638743108225644,3.183457332259732,5.2944888357036,2.2458518603041853,Iris-virginica
+49,4.990280404055724,2.0,3.582791767472257,0.9430095232743195,Iris-versicolor
+50,7.684025670027655,2.619255178949204,6.899998893615967,2.304669706572752,Iris-virginica
+51,5.575921948158497,2.4534622677875375,3.9495727634806594,1.1537360971246404,Iris-versicolor
+52,4.649364121518063,3.6120208195290355,1.0,0.2014331499683878,Iris-setosa
+53,7.699464993745674,2.6136651064180576,6.9,2.3046537854849967,Iris-virginica
+54,5.489023174885591,4.2,1.365505458964028,0.19768227677066252,Iris-setosa
+55,4.624723732025565,3.214313053784501,1.396990986226319,0.2011286916718617,Iris-setosa
+56,6.710695602922414,3.1237518266409827,4.69823029526043,1.4963174067668175,Iris-versicolor
+57,5.171845801336103,3.410821623255443,1.4283894919241862,0.20414449900529208,Iris-setosa
+58,5.885292470725095,2.2663793059655593,4.048158933273333,1.047041871957332,Iris-versicolor
+59,6.541228601172074,3.074268752648762,5.274012231782522,2.297599927178768,Iris-virginica
+60,5.75552521657579,2.632925616028221,4.033986657365948,1.0010658347904458,Iris-versicolor
+61,4.8859101006659,3.090774642634423,1.5043176705514243,0.10000009906727474,Iris-setosa
+62,5.764208346138653,2.7334770975023863,5.138269501752206,2.023893972998895,Iris-virginica
+63,6.810449248620972,3.174604428024534,5.78106676772278,2.303171796643143,Iris-virginica
+64,5.811667317328861,2.6819265519334308,5.121859223941035,1.9004234164872247,Iris-virginica
+65,6.236175227726874,2.714404243750435,4.838408202426851,1.8054357580213738,Iris-virginica
+66,7.726861194390492,3.0,6.335615759082667,2.237731797926198,Iris-virginica
+67,7.66929152128397,2.5839519077858464,6.89999876319921,2.2707789559819194,Iris-virginica
+68,5.058561615083836,3.0,1.7184556296419438,0.1995565668085747,Iris-setosa
+69,6.048741443286437,3.3595763720637595,4.621408597681191,1.617943075234743,Iris-versicolor
+70,6.596457888845077,3.0,4.379201969996545,1.3962046085017839,Iris-versicolor
+71,6.161745708577424,2.837972243542256,4.750771448145814,1.2968179785828413,Iris-versicolor
+72,6.260187536144261,3.4017060952318467,5.527699447118939,2.349869140757072,Iris-virginica
+73,5.804519996804552,2.274367612639801,3.9268248937839774,1.057639874788333,Iris-versicolor
+74,7.7149878000396335,2.607011106055317,6.89999843271791,2.311823919524349,Iris-virginica
+75,6.878270914438586,3.214928382517267,5.75169405938735,2.3038603968390468,Iris-virginica
+76,4.42038706548324,3.227907820921993,1.3124225418590123,0.20495739045332467,Iris-setosa
+77,6.011654788728975,3.3799566398557515,4.552923826995797,1.6040868343780763,Iris-versicolor
+78,7.592571297578506,2.9733822219945223,6.638176844959098,2.104278091171883,Iris-virginica
+79,6.6797637530750835,3.0468652909629155,4.664748802353983,1.519609037651726,Iris-versicolor
+80,6.62220996488114,3.0,4.472286753387285,1.4187878012720447,Iris-versicolor
+81,6.745074949322666,2.4965451468288067,5.873910370220189,1.8173240807866051,Iris-virginica
+82,6.664249612683722,3.184306832147119,5.2080895131719425,2.1463672226084545,Iris-virginica
+83,4.977933160592724,2.0,3.119884432742463,0.9658635622587206,Iris-versicolor
+84,5.481809818425234,3.0,4.520272766559928,1.507934688014484,Iris-versicolor
+85,6.318251908566488,3.3989432234107295,5.594832236607365,2.3691179855105142,Iris-virginica
+86,6.260475740105923,3.391757414486588,5.450573569479752,2.3464046652136656,Iris-virginica
+87,5.470005862996733,4.199998857707211,1.3542294810545108,0.19699480120634877,Iris-setosa
+88,7.708019817024002,2.8369812676076775,6.696982115211422,2.012233371120299,Iris-virginica
+89,6.334810254623452,2.8569787869971055,4.6512776301903065,1.5254268612798179,Iris-versicolor
+90,6.6940894246710325,3.0,4.989038191624315,1.6894779134600781,Iris-versicolor
+91,6.6221110134081576,3.010723157808843,5.83699513039581,2.210006951775697,Iris-virginica
+92,5.433804818740751,3.911553514791146,1.3039020992725814,0.4290769703625043,Iris-setosa
+93,6.473267781461529,3.217252973448093,5.121996980193362,2.166041522406731,Iris-virginica
+94,4.603543354797504,3.659834311372955,1.0000004907640658,0.199916290768941,Iris-setosa
+95,5.500939644231086,4.199999176782889,1.4156620795308663,0.20045372319623847,Iris-setosa
+96,5.007483646464106,3.4058851292673054,1.4043566878075364,0.20242004388470103,Iris-setosa
+97,4.9816499365364475,2.0,3.4460396266895725,1.0754852807517192,Iris-versicolor
+98,5.5036587116646105,4.19999925576231,1.3939388502180776,0.2075245393299649,Iris-setosa
+99,4.424678544252865,2.9418153497875905,1.4221357632927685,0.2038636984742326,Iris-setosa
+100,6.33283504091577,2.678292772494045,4.947363317795975,1.7883026793384504,Iris-virginica
+101,5.649671639835037,2.563767063749215,3.832505057386689,1.0765185109022406,Iris-versicolor
+102,6.261444537003301,2.1918212698388553,4.517714341806106,1.496850405733687,Iris-versicolor
+103,5.507974165308835,3.0,4.419138312387463,1.465816045673955,Iris-versicolor
+104,5.479718918093148,4.199999117413773,1.3992683457926252,0.1930885949393254,Iris-setosa
+105,6.62104489085779,2.826128944509293,4.72058045096854,1.5291892336392945,Iris-versicolor
+106,6.686116074614672,3.2324741346379318,5.682453459637005,2.3181324007694335,Iris-virginica
+107,4.575300894001812,3.6839568216839726,1.0,0.20142911838818392,Iris-setosa
+108,5.6886193678710315,2.458983137943339,3.976800705218578,1.0948658082959077,Iris-versicolor
+109,6.5876133135789825,3.1867372571814765,5.6605167344079454,2.3087951162608147,Iris-virginica
+110,6.594005426186646,2.766336287491735,4.638593263173008,1.4289172059108897,Iris-versicolor
+111,5.771295005746436,2.833090388104011,5.092409897744419,2.428745428899098,Iris-virginica
+112,7.899998025410403,3.7623710790245593,6.406290175135765,2.0596421568645615,Iris-virginica
+113,6.012912207040477,3.409646801538063,4.547074508830094,1.6068332505885186,Iris-versicolor
+114,5.8051176068168076,2.3876890467024854,4.167838495248652,0.96210227140909,Iris-versicolor
+115,4.949467937272599,2.0,3.427553164664908,0.9498968349836749,Iris-versicolor
+116,7.376228255606835,3.015854572719628,5.509657559074591,2.308578280346161,Iris-virginica
+117,6.097903025660925,2.5923603067063157,5.633559348261228,1.3930071527354064,Iris-virginica
+118,5.086478673514576,3.37261208872544,1.605178275501691,0.5435530368478764,Iris-setosa
+119,4.80229796402626,3.0,1.4203053890758008,0.30625347975596534,Iris-setosa

iris/tab_ddpm/2_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/2_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/2_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/2_0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.421210214695083,2.966592183366516,1.3964422323809838,0.194910577130235,Iris-setosa
+1,5.498487205874468,3.0,4.5086463953348135,1.533054480650117,Iris-versicolor
+2,6.741578517278031,3.204236991632537,5.663953774938204,2.3078321810499522,Iris-virginica
+3,6.572430160531832,3.0,4.378476138161027,1.4184506293213937,Iris-versicolor
+4,6.52707595478484,3.1377322492978887,5.257809611548053,2.0623629853798904,Iris-virginica
+5,6.095608152129004,2.6025744014235115,5.529857251419277,1.4756433194016203,Iris-virginica
+6,6.672330113853148,3.1146697374886605,4.712657042926519,1.4967325327608945,Iris-versicolor
+7,5.893331377757551,2.1792680428836593,3.993527688583933,1.0114852578625442,Iris-versicolor
+8,4.300000712557758,3.0,1.098637963845286,0.1000002645622362,Iris-setosa
+9,5.051341294444434,3.4956008359701705,1.3864620974106034,0.2046036854083497,Iris-setosa
+10,5.320729852182203,2.5111993446866956,3.5476661288999036,1.1156385511424178,Iris-versicolor
+11,6.219576962380835,2.7842243324574585,4.818780493672773,1.7782822649773582,Iris-virginica
+12,5.833169240259524,2.714939596645775,5.0662177430809185,1.9080968005154966,Iris-virginica
+13,5.503710274955732,3.0,4.481364396909854,1.4780825338978405,Iris-versicolor
+14,5.27811956438145,2.3749324697429213,3.3144798285064607,0.9582573578344089,Iris-versicolor
+15,4.898568795220385,3.4571859204862685,1.5591171155115975,0.20177753213524574,Iris-setosa
+16,5.606950521901681,2.934858080033526,3.6568742751426293,1.2852498453725372,Iris-versicolor
+17,7.66725031178521,2.5869840358456857,6.899998902577136,2.272200394492634,Iris-virginica
+18,5.643478254275443,2.8010463603953197,3.8839781402021107,1.2292771668468245,Iris-versicolor
+19,4.736235899114639,3.385021855487684,1.594604960427368,0.19404479079476966,Iris-setosa
+20,5.555596957527996,2.4329101794990398,3.696781763868885,1.0693163724115067,Iris-versicolor
+21,4.989080631368351,2.0,3.631271386537322,0.9501928995879055,Iris-versicolor
+22,5.010903740553747,3.3987283182376045,1.584635816902168,0.49212091073526765,Iris-setosa
+23,6.2863316385589885,3.3016972040791916,6.048280517159353,2.4999997920764123,Iris-virginica
+24,4.3000006403415565,3.0,1.0965508414184824,0.1,Iris-setosa
+25,5.461197578018473,2.5996174397930627,3.894630080130407,1.3228258108358657,Iris-versicolor
+26,4.821930556879933,3.404444337559101,1.5957363664512445,0.1991742406968069,Iris-setosa
+27,6.763795070757198,2.8629093740960903,4.7416631682276185,1.4231366803972127,Iris-versicolor
+28,4.655619570139046,3.1083131115405127,1.4807559047143888,0.19396137078752634,Iris-setosa
+29,7.683904552659078,2.5735751537043003,6.9,2.30357058016161,Iris-virginica
+30,6.510590440123486,3.196209344743476,5.376776134870014,2.300827092899644,Iris-virginica
+31,4.777055805777632,3.3985501629490606,1.7862102443058134,0.208343565939113,Iris-setosa
+32,4.3,3.0,1.0957698906714384,0.1,Iris-setosa
+33,6.797254960330454,3.1967365273492794,5.8292453751744935,2.2651182314437985,Iris-virginica
+34,6.331728218989963,3.1017839565862158,5.250854669078713,2.1787107817385185,Iris-virginica
+35,5.385026298377834,2.4724342967159343,3.634683403560317,1.0576711438501996,Iris-versicolor
+36,6.254883520971415,2.6469373391751674,4.9207845117396,1.7382498698062108,Iris-virginica
+37,4.580245871370337,3.6238609381835154,1.0000003774421031,0.1997506384489978,Iris-setosa
+38,4.720987952470735,3.0,1.362954276096058,0.1,Iris-setosa
+39,5.311966565208413,2.540675312633473,3.92399149890533,1.357701667881815,Iris-versicolor
+40,5.401446763499237,2.5262868080491914,3.9306159558536087,1.3114846546072714,Iris-versicolor
+41,5.671854759180314,2.829274157451493,3.8819743837160465,1.2730701983568238,Iris-versicolor
+42,6.257954202040711,2.8723398582476882,5.443128805366279,2.0521542998844273,Iris-virginica
+43,7.712229008929313,2.5873219060337482,6.9,2.3081478007691585,Iris-virginica
+44,7.9,3.6812139536038795,6.454994924565036,2.063744613865383,Iris-virginica
+45,6.166506724027787,3.3322601243685246,4.697696320013536,1.6192996279294785,Iris-versicolor
+46,7.89999817753492,3.8040809393063117,6.494422013369402,1.9400353118862097,Iris-virginica
+47,4.80883620219745,3.4032686587087326,1.721473312360384,0.2027567147378926,Iris-setosa
+48,6.071774351294922,2.1705100675474096,4.265296000529383,1.2124094858573218,Iris-versicolor
+49,5.144999178233449,3.3080780711424276,1.644383036239295,0.5317348585250345,Iris-setosa
+50,7.661113256921808,2.576980832563022,6.9,2.281197261163867,Iris-virginica
+51,6.2123194922783975,2.798441134583471,4.795487020800601,1.778237603229592,Iris-virginica
+52,4.613647861922754,3.1484579289669132,1.436999441388182,0.19750611911171595,Iris-setosa
+53,7.899998892274356,3.854481615076766,6.389338518925715,1.9830755244774452,Iris-virginica
+54,5.510080662354309,2.480774857965866,3.7340900759413795,1.043077637616721,Iris-versicolor
+55,6.722638600789283,3.0,5.043035265394843,1.7336273567945626,Iris-versicolor
+56,5.980174084950802,2.795541443778623,4.59193778643801,1.2580984363739538,Iris-versicolor
+57,5.96343872696004,3.461443744639359,4.523192551475808,1.583730805431402,Iris-versicolor
+58,7.67022879705434,2.919736323561515,6.639137703772135,2.070271837482191,Iris-virginica
+59,6.18544189233186,3.3729072823427573,5.382243700034031,2.2715126270285766,Iris-virginica
+60,6.659637028353062,3.088688116389282,5.583440791654301,2.24131294555876,Iris-virginica
+61,5.382772662953946,2.4422033977255357,3.662313774588641,1.0844106134293479,Iris-versicolor
+62,6.319974468364436,3.295886516874798,5.97688163841255,2.4999998033313515,Iris-virginica
+63,5.781051693562741,2.7018855936239277,5.096862667690124,1.8854138497514201,Iris-virginica
+64,6.259575202259861,3.3936680663769265,5.550633469235033,2.3955383907612786,Iris-virginica
+65,6.146669855746657,2.200976227825544,4.447790358864796,1.3736214926734558,Iris-versicolor
+66,5.1720066718787985,3.4038644197508514,1.4008562991204059,0.19892231198377616,Iris-setosa
+67,6.432211098594458,3.2415086529355315,4.745442363110805,1.5614576614646682,Iris-versicolor
+68,6.2367604350798835,2.80362906448339,4.768562308214192,1.775943621429258,Iris-virginica
+69,6.175189397350981,2.5950868122096162,5.68891731709336,1.4508223380390155,Iris-virginica
+70,4.801750500653851,3.399923367260832,1.667357492608036,0.20446592823178938,Iris-setosa
+71,6.17734375121576,3.3241242022242385,6.150691342799911,2.5,Iris-virginica
+72,4.8104979900774785,3.404389038556921,2.0099106185788274,0.19910483613519872,Iris-setosa
+73,6.0323463311420324,2.2198753763373955,4.246836631667032,1.3163364966468656,Iris-versicolor
+74,5.565943316583927,2.4427547165369097,3.8675969041576854,1.0800994459156064,Iris-versicolor
+75,4.300000719318414,3.0,1.1088644198051443,0.10000011853573659,Iris-setosa
+76,6.0945075382348595,2.870278135643891,5.279907359951954,2.3607022575638323,Iris-virginica
+77,5.306946584292687,3.4146213607905023,1.448783740256027,0.22379977627312775,Iris-setosa
+78,7.724941251147042,2.6197565565255845,6.9,2.29205440127857,Iris-virginica
+79,5.813015085098325,2.7017904624001106,5.06642015927212,1.8481243134583802,Iris-virginica
+80,5.3196713013717565,2.5124689213961626,3.62182269303117,1.1568252680751516,Iris-versicolor
+81,6.573865749760815,3.0,4.43096752007585,1.4354038807576623,Iris-versicolor
+82,7.713352461244934,2.636993958941291,6.899998521639685,2.308757351358974,Iris-virginica
+83,4.673208222922556,3.033035401890782,1.4302191830025714,0.23265728982618905,Iris-setosa
+84,5.421915926485164,3.91416551652854,1.2924982872916695,0.4432008801654047,Iris-setosa
+85,6.139358010041998,2.8250796191016176,4.724698140079389,1.2575659939639263,Iris-versicolor
+86,6.003143497627561,2.919279843401887,4.598055723615891,1.4339317765314403,Iris-versicolor
+87,5.451802362868848,3.401949522298688,1.519367628075409,0.4883380393017962,Iris-setosa
+88,5.789172180701476,2.7091303522849284,5.117579511889697,1.965019473845343,Iris-virginica
+89,4.658484294079582,3.531379696591527,1.000000510875341,0.20239767688971447,Iris-setosa
+90,6.56746834611655,3.206180306683936,4.6876492127069165,1.5175987992453357,Iris-versicolor
+91,4.467734938458102,3.112679464585353,1.3839877812095869,0.1997363503665952,Iris-setosa
+92,5.455810445999513,4.2,1.397836704291074,0.19101280946135224,Iris-setosa
+93,5.688290312150583,3.0,4.248134330388875,1.2209964284775838,Iris-versicolor
+94,7.038089571031775,3.17282836008144,5.993563044282827,2.2954906328702718,Iris-virginica
+95,5.987819861188819,3.438207172547878,4.543659668953187,1.6276616909309922,Iris-versicolor
+96,7.253696977606082,2.605445566802634,6.371178269701423,1.873393835182236,Iris-virginica
+97,5.72420984407534,2.774468664307127,4.3131448661615766,1.3179613865554591,Iris-versicolor
+98,6.042839510169596,2.1986736533733637,4.051688644085379,0.8504866340125039,Iris-versicolor
+99,4.569909512204799,3.210091933363897,1.3671571975802022,0.20178098160967975,Iris-setosa
+100,5.815199411891056,2.6781598152858046,5.08995741472886,1.8902767686463493,Iris-virginica
+101,5.014482983538187,2.0,3.1269441324554186,0.888245783653609,Iris-versicolor
+102,6.099760876964151,2.169775951317221,4.263978764999934,1.1462170281632926,Iris-versicolor
+103,4.989214536083622,3.0,1.6427839098260724,0.19703698931888358,Iris-setosa
+104,4.928198290855855,3.095773177621569,1.4716847707993541,0.1,Iris-setosa
+105,6.699425298979049,3.0,4.979110370475188,1.6870309128494154,Iris-versicolor
+106,6.0363305904819144,2.8486719548467776,4.678224520036445,1.2157887487087213,Iris-versicolor
+107,5.673418398802434,3.0,4.574278964086138,1.5356351348961181,Iris-versicolor
+108,4.990841252403166,2.0,3.225507929952694,1.0017180562268158,Iris-versicolor
+109,6.134813477151976,2.83228895914623,4.73036651705394,1.3053698027690985,Iris-versicolor
+110,6.080178350938596,2.5953174269556287,5.620260718635991,1.4117113400399672,Iris-virginica
+111,5.553925401936806,2.783884830874574,4.351765329650462,1.331115838115396,Iris-versicolor
+112,7.6743967624103995,2.6037990916458207,6.9,2.2964187662197695,Iris-virginica
+113,6.186477785015627,3.408983194378425,5.585692779276445,2.3533302240508074,Iris-virginica
+114,4.428468422488699,3.0,1.4086732933287336,0.1965059399128271,Iris-setosa
+115,5.484124274940611,3.4285673244674655,1.5621886743762583,0.4542684706522654,Iris-setosa
+116,5.226924663037363,2.6101833144715965,3.8351744747436034,1.3355767569848307,Iris-versicolor
+117,7.137873597997596,3.1768703310349085,5.975848930855568,2.276698725306321,Iris-virginica
+118,5.1769229689532335,2.8022944641520273,3.9658608494996885,1.432896919742739,Iris-versicolor
+119,6.403219115193376,2.8356013514550784,4.54772986528512,1.4973079161159482,Iris-versicolor

iris/tab_ddpm/2_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/2_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/2_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/2_0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.247416051072814,2.5157091953840105,3.6503847444784654,1.2034780655596562,Iris-versicolor
+1,6.687749861931095,3.096581048579491,4.716428358284597,1.4817242331215168,Iris-versicolor
+2,4.936855906731696,3.4043261631855994,1.625751936561538,0.2688068851782731,Iris-setosa
+3,5.180745055220445,3.4965499425124866,1.4462168110042275,0.20595285081833734,Iris-setosa
+4,7.089222651819711,3.1978853899928352,5.950836046178691,2.2463749064282874,Iris-virginica
+5,4.60106839477762,3.6089259432289893,1.0000007901968204,0.19995356482065535,Iris-setosa
+6,5.397152917610954,2.4642340261834614,3.5801398139060625,1.0448106333831086,Iris-versicolor
+7,5.74362144094886,2.713214705127618,5.1140853138321,1.9359254446985334,Iris-virginica
+8,5.062541169501044,3.3520334072521916,1.6785103446005105,0.4919495066540758,Iris-setosa
+9,6.682392438065139,3.0,6.122023799786234,2.1516054860456553,Iris-virginica
+10,6.108189970788433,2.5983893526381583,5.600083937040187,1.4065739055855435,Iris-virginica
+11,7.209205387780939,3.170699886685481,6.114879142082138,1.8175830733030132,Iris-virginica
+12,6.562387423128919,3.212651468818181,4.750515689502747,1.5467988723097994,Iris-versicolor
+13,6.5259456389272374,3.1883962904960343,5.096047855568619,1.909526939597419,Iris-virginica
+14,7.10111327745125,3.220570642600352,5.898457139660374,1.8153453545997893,Iris-virginica
+15,4.5730234720640155,3.167594423723776,1.4661850855385432,0.20093020773108108,Iris-setosa
+16,6.179106141795414,2.768617213064604,4.873591076384009,1.8065579948364863,Iris-virginica
+17,5.7496865445988465,2.808231426972365,5.096271796094038,2.4271623336045525,Iris-virginica
+18,5.507227230679883,4.2,1.4108373792525069,0.2055577628384943,Iris-setosa
+19,5.229915221335483,2.737460032597245,3.9280053723306647,1.4132253673484583,Iris-versicolor
+20,7.720643932469722,2.6265045519166557,6.899998094470172,2.3116261785308554,Iris-virginica
+21,6.340310217465222,3.307669601278728,6.0350695138772945,2.499999792868729,Iris-virginica
+22,4.300000708169251,3.0,1.0992338209113917,0.10000017777712633,Iris-setosa
+23,4.591282660179023,3.6476782364467915,1.0,0.2006584157533958,Iris-setosa
+24,5.4854900679423695,4.199998682918679,1.3923377870940792,0.2007475694925921,Iris-setosa
+25,5.801979748713694,2.8186835148712497,5.108134970631163,2.391949795788035,Iris-virginica
+26,5.0316734344780905,3.4604329234294804,1.4159653887492323,0.2049232423883977,Iris-setosa
+27,5.192382527273147,3.4011641537821804,1.4133343140841435,0.19855895093755416,Iris-setosa
+28,5.979752446321365,3.397016611767031,4.467832385149323,1.5656577454643046,Iris-versicolor
+29,5.8726350121022675,2.821076271306279,4.5834293255812435,1.3562064405965546,Iris-versicolor
+30,5.654534546988279,3.7482400575739794,1.591167516868736,0.3401424802583717,Iris-setosa
+31,4.956715907465225,2.0,3.655605442824164,0.930258165280369,Iris-versicolor
+32,5.20563196259915,3.404076700214784,1.4142567277298896,0.2033609955231681,Iris-setosa
+33,5.68512953300319,2.963192404871502,3.9964054570001095,1.337070019573263,Iris-versicolor
+34,4.645006264475045,3.2412930043050263,1.4297417595993938,0.19984236633703253,Iris-setosa
+35,5.564821780638607,3.0,4.503412858587631,1.467091079656589,Iris-versicolor
+36,5.633984404522867,3.742507317048786,1.565741523893145,0.27009096272409194,Iris-setosa
+37,6.700360852667917,3.1164857531312973,4.694224786576403,1.511036565373412,Iris-versicolor
+38,6.260816525464922,3.3072216284407707,4.622143114472026,1.568031894657338,Iris-versicolor
+39,5.978572056820439,2.9607897007743462,4.594533238607592,1.4733785932810095,Iris-versicolor
+40,6.785470604124169,3.214565993082984,5.623972648424698,2.3070664099611307,Iris-virginica
+41,4.936796541767678,3.0,1.5584340613997634,0.2179753854538155,Iris-setosa
+42,7.747906396893802,2.583890004670738,6.9,2.3298492179682504,Iris-virginica
+43,5.02970875021405,3.666129380243959,1.4636638325897506,0.20144086837564054,Iris-setosa
+44,4.992023270424523,3.0,1.5865194782130903,0.2039347284108018,Iris-setosa
+45,7.680563716084895,2.8592366731531147,6.711216288367853,1.9683813471157776,Iris-virginica
+46,4.776184730516544,3.4056428591364907,1.5847674285230884,0.19881628776132806,Iris-setosa
+47,6.048251093260755,2.8521229851704217,4.663349825180082,1.2897559983689135,Iris-versicolor
+48,4.8651844288230075,3.055223207318394,1.4814545123189116,0.1,Iris-setosa
+49,4.600214368525992,3.5753232745333126,1.0,0.200127617400936,Iris-setosa
+50,6.710128862292635,3.0203123856995746,4.773936289891565,1.5658309413173392,Iris-versicolor
+51,6.0122003748646105,2.203534803249801,4.994270995186747,1.5162825520115812,Iris-virginica
+52,5.23458915775281,2.4632416090825844,3.292084342470758,1.0577297345078178,Iris-versicolor
+53,5.81286827652572,2.377966035522315,3.820223576435706,0.8021751117816083,Iris-versicolor
+54,5.50296577793779,4.2,1.417900812274648,0.19898625485162102,Iris-setosa
+55,5.856541768651083,2.8984192781194142,4.508650254754792,1.4357982994619003,Iris-versicolor
+56,4.637362611809314,3.604712081658556,1.0000004106021243,0.20960084052642636,Iris-setosa
+57,5.0810929857908285,3.561059329754583,1.4116887720932396,0.20372888797315614,Iris-setosa
+58,5.521958965866575,3.0,4.481577331680533,1.4400599642320078,Iris-versicolor
+59,6.602028426221161,2.940293631534443,4.745486455633454,1.5833940354478604,Iris-versicolor
+60,6.727104101606088,3.0991873837483284,4.682839396165381,1.5190421034190993,Iris-versicolor
+61,6.066681652960512,2.8967894177044418,4.608451257832227,1.4117635126252994,Iris-versicolor
+62,5.272804019804754,2.622935698899155,3.7938571128940075,1.294211740548094,Iris-versicolor
+63,6.694380868052483,3.0962226354298727,4.705735668395647,1.503607222338822,Iris-versicolor
+64,4.796172937341752,3.0,1.396830462666661,0.41838033770142485,Iris-setosa
+65,5.684496878128004,3.735696381348264,1.5956995843959376,0.36014339266822126,Iris-setosa
+66,5.800778635643653,2.2681171227332553,3.94123685527404,1.1094353017269063,Iris-versicolor
+67,4.615837433781467,3.640771494201704,1.000000601180736,0.1993275867720931,Iris-setosa
+68,6.8972969658794945,3.180657899112329,5.3136859392596945,2.3045682719841203,Iris-virginica
+69,4.579467605481931,3.669027234285811,1.0,0.2145793110281617,Iris-setosa
+70,6.203206616992655,2.7889989862583398,4.8236333241429366,1.7949608201292715,Iris-virginica
+71,5.298637477293798,3.5537089670876605,1.4082640131705413,0.23997008519560414,Iris-setosa
+72,6.197185373694593,3.3801082696273665,5.5468081764437285,2.3280127927119185,Iris-virginica
+73,5.800919048819163,3.1730672002282074,4.743202724573092,1.6762981708716946,Iris-versicolor
+74,5.003269744960604,2.0,3.561384749409513,1.0239141748628386,Iris-versicolor
+75,5.03271832384722,2.0000006177489715,3.5813392725381377,0.8786162609004472,Iris-versicolor
+76,4.873645417206233,3.0,1.433298404973936,0.2576333802198833,Iris-setosa
+77,4.507874314301018,2.9494889128348216,1.4105244063847162,0.22039705253654093,Iris-setosa
+78,6.474990205150542,3.0,5.755944103763545,2.1556271226505936,Iris-virginica
+79,5.539230065419184,3.0,4.397692566527696,1.4680741226905034,Iris-versicolor
+80,7.3038780034963375,3.189967307588588,6.063129871039294,1.7727243026999049,Iris-virginica
+81,5.451330924308611,3.0,4.495227455561507,1.5017558607735844,Iris-versicolor
+82,5.943209039549444,2.1790456585161073,4.971979444563058,1.4796465988010314,Iris-virginica
+83,5.89856957458165,3.231341501815274,4.782392733215817,1.731495403465687,Iris-versicolor
+84,5.101025898108792,3.312773684251218,1.5966796300042758,0.451637990135863,Iris-setosa
+85,6.0109652525781545,2.261391734681656,5.098605418419836,1.530766154072435,Iris-virginica
+86,5.419442527836145,2.998085610812112,4.375577434026126,1.480373677139239,Iris-versicolor
+87,6.297722372406656,2.948360288136695,4.756957789452893,1.475317455512894,Iris-versicolor
+88,7.285175956235358,3.1514354663637243,6.184809633626708,1.8268367580214193,Iris-virginica
+89,7.7079942742948875,2.8456296320702257,6.679332699994734,2.0177069256940108,Iris-virginica
+90,4.409689504796854,3.2060226132121783,1.3343090275349792,0.203827367125571,Iris-setosa
+91,4.815993009339184,3.3897133325045763,1.7610927534491547,0.198627171020833,Iris-setosa
+92,5.680822879077103,2.871983025137699,4.078948752988933,1.2303055158354037,Iris-versicolor
+93,6.809966278892801,3.086916087590118,5.0835508197933414,2.2860215731142968,Iris-virginica
+94,4.98421612569036,3.0,1.5884956811829092,0.20002127535188288,Iris-setosa
+95,4.881099205628168,3.5457020142518707,1.5436648273648907,0.20157262347371838,Iris-setosa
+96,6.376759636617477,2.6429032443864804,4.922217287585935,1.8003633551472746,Iris-virginica
+97,6.444894941161387,2.782735031279439,4.623154433475767,1.447630893149687,Iris-versicolor
+98,6.049161500917518,2.240858911328219,4.340230700726485,1.3983098448608502,Iris-versicolor
+99,6.311495027923449,2.5160097761307703,5.001163610049634,1.892576969433636,Iris-virginica
+100,5.8001035600344695,2.8242879479453786,5.182485980668347,2.4136260472295104,Iris-virginica
+101,6.131222087733567,2.598156366558755,5.644479249587206,1.3886450536945114,Iris-virginica
+102,5.522954458249395,4.199997682084832,1.3877778527647808,0.20597378715490547,Iris-setosa
+103,7.716383481795881,2.7892888218046856,6.720813235197008,2.0106667547900936,Iris-virginica
+104,6.333837829496549,3.3491973952818315,5.523471895465596,2.3636255013176712,Iris-virginica
+105,6.297919873493918,3.303173928000167,5.932948095400784,2.499999739633351,Iris-virginica
+106,5.482456442389478,3.0,4.521013974878441,1.5279044178870798,Iris-versicolor
+107,7.580328916088436,3.0100513387045296,6.0258963213642796,2.301670111402051,Iris-virginica
+108,5.458035709121453,2.85424784387051,4.278502140710619,1.41134361697139,Iris-versicolor
+109,4.987398624814917,2.0,3.5840583563167048,1.0433850030876703,Iris-versicolor
+110,5.982800777831208,2.175231058417417,4.9998666839865455,1.491264635923238,Iris-virginica
+111,4.395241047179951,3.2094653936227657,1.298182404373688,0.20002998955444304,Iris-setosa
+112,6.310386374125552,3.3493187274177396,5.4900892006482245,2.3556627235840057,Iris-virginica
+113,5.454892230380876,3.0,4.495909816889894,1.5041513377712996,Iris-versicolor
+114,5.8404706306554495,3.121946789357425,4.767082983632788,1.7183862077736358,Iris-versicolor
+115,5.391717073568702,3.4034999133495925,1.5432245798147675,0.43899778050066796,Iris-setosa
+116,5.787681122079451,2.70839126716974,5.079913783862176,1.8776952892038625,Iris-virginica
+117,5.921149256635488,2.9301173073191986,4.493770271477655,1.4141376773049483,Iris-versicolor
+118,6.336311776380554,3.2917848676633525,6.017981210841384,2.5,Iris-virginica
+119,6.074347254579374,3.3809146452959835,4.55004671370024,1.5728912690567263,Iris-versicolor

iris/tab_ddpm/2_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/2_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/2_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/2_0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.79547932964297,6.380254261384883,2.0116297802312677,Iris-virginica
+1,4.5865734373126585,3.1710258080779408,1.4012704351873855,0.197444152776137,Iris-setosa
+2,5.361716262888338,2.8328359211148864,4.241665263554973,1.4025243444300117,Iris-versicolor
+3,6.714985724650899,3.074762685515757,4.6682419298656805,1.457868194460293,Iris-versicolor
+4,5.228134291694523,2.5086473243324745,3.540983230114251,1.1619332306201478,Iris-versicolor
+5,4.621398938342955,3.1579711528100822,1.3760177304509655,0.20632791315647428,Iris-setosa
+6,5.656166917437257,3.810125816763578,1.5836052142209913,0.29018847439628936,Iris-setosa
+7,4.3,3.0,1.1107475053028797,0.1,Iris-setosa
+8,4.610758523591674,3.628257122141877,1.0000004365504496,0.19843449125670587,Iris-setosa
+9,7.715626830142971,2.6057446306434557,6.89999889340625,2.2914420365550674,Iris-virginica
+10,7.049047058644885,3.2011118292613827,5.7285178353770645,2.3015323970369588,Iris-virginica
+11,5.1850282762224635,3.4014311205298933,1.406472369818526,0.20664934149996983,Iris-setosa
+12,7.899998111384583,3.787897765941076,6.337414061414161,1.9843792912939797,Iris-virginica
+13,5.659737285099244,3.0,4.136268320677484,1.2535403218985142,Iris-versicolor
+14,6.079883438552611,2.1777168475369897,4.27373906782324,1.3067302639891425,Iris-versicolor
+15,5.810224146800678,2.751764762100824,5.0988734278004655,2.230286980053641,Iris-virginica
+16,7.707498696356956,2.8197228973128134,6.715200562299787,1.9602861620595817,Iris-virginica
+17,6.308046821594059,2.820274777383241,4.495173221725353,1.477473643482199,Iris-versicolor
+18,6.38948878454888,3.3528623939067415,5.524349518710547,2.3587616777159295,Iris-virginica
+19,7.248004562868397,3.105424860848357,5.834178788446973,2.314196631811118,Iris-virginica
+20,7.705304399553787,2.5957619921652695,6.899998465608684,2.2804777865068475,Iris-virginica
+21,6.591198480155312,3.2565980322770245,5.498014607365847,2.3095714027592376,Iris-virginica
+22,6.317202058242191,3.284473988150241,5.954281438172317,2.4999996752161557,Iris-virginica
+23,5.439256675992317,3.902479427318713,1.2963517768115236,0.38925952154552346,Iris-setosa
+24,5.475871868292443,2.4638013110881603,3.6900979193741827,1.036110380022438,Iris-versicolor
+25,6.661751069737901,3.0,4.479728382799376,1.4322420819987265,Iris-versicolor
+26,5.0719095398501,3.302821839806888,1.587682385938705,0.4545589356412707,Iris-setosa
+27,4.82882597046449,3.4110181174686898,1.6942483518203117,0.20268864823115784,Iris-setosa
+28,6.4084378616102615,3.101915427448173,5.4280898365008765,2.263600213850245,Iris-virginica
+29,7.737036591552631,2.632692528063262,6.9,2.3160936160979855,Iris-virginica
+30,7.724811559718261,2.629532103617085,6.899998367185502,2.280273204111274,Iris-virginica
+31,6.2605533494621435,3.310316248382568,6.081685058190056,2.5,Iris-virginica
+32,5.942583441361426,3.2256780770244298,4.7901178886690525,1.7781463080666908,Iris-versicolor
+33,6.6732238699379485,2.795303498336855,4.732607169850081,1.468617159106014,Iris-versicolor
+34,5.670187629378144,3.0,4.213624080780942,1.2229919385409718,Iris-versicolor
+35,5.512236714600966,2.5173995376130898,3.954084336529113,1.1528903888849278,Iris-versicolor
+36,6.2689743221650165,3.400002659688458,5.482821443485536,2.376459659606346,Iris-virginica
+37,6.729245649019152,3.0,4.968647556641581,1.6274586364448789,Iris-versicolor
+38,4.796369815771729,3.3995493903220075,1.8874433211752506,0.20260514155428755,Iris-setosa
+39,5.247035826463773,2.8087981336064693,4.1155570287086265,1.4256233095180915,Iris-versicolor
+40,4.619615921702586,3.1529794916408957,1.482801334736919,0.20007607922652856,Iris-setosa
+41,6.147801427058093,2.751361545390662,4.921824099759454,1.8518073725842208,Iris-virginica
+42,6.335294506136127,3.3942916603975557,5.575579168301158,2.3874228518059044,Iris-virginica
+43,4.68921990427214,3.2461902259928257,1.4170312356808439,0.19781428517333233,Iris-setosa
+44,7.100160341588644,3.2200190681348664,5.9044496747779025,1.8482604637450555,Iris-virginica
+45,4.806796756129359,3.4013490435420968,1.759843101451768,0.20021592106832994,Iris-setosa
+46,5.779064733365359,2.7988945297344676,4.282824257581194,1.0359682944696096,Iris-versicolor
+47,4.3,3.0,1.0898042681920226,0.1,Iris-setosa
+48,4.585997430396421,3.12521499081009,1.4900092320771539,0.2008114852639338,Iris-setosa
+49,6.558522104602387,3.2097942702344833,4.742291084713822,1.5555529839410351,Iris-versicolor
+50,6.220227453820294,2.204640503484109,4.509724704873938,1.4648106979916438,Iris-versicolor
+51,4.992302018968064,3.0,1.6000892497937034,0.1990754810104707,Iris-setosa
+52,5.007858045738203,3.4047863179979023,1.9151836009902934,0.3669006677847507,Iris-setosa
+53,4.637727971470655,3.6048023766254462,1.0,0.20562803428351012,Iris-setosa
+54,4.953357257116511,2.0,3.515651655099971,1.0124782026489152,Iris-versicolor
+55,5.577391257006791,2.9194382293569556,3.6086580626627835,1.3075802387649056,Iris-versicolor
+56,6.802823306830099,2.79516004721592,4.783445768464633,1.4062822391549497,Iris-versicolor
+57,5.757744518917681,2.8897614648523358,4.240598012596903,1.3287050484621716,Iris-versicolor
+58,4.5983891899372775,3.6739612150406993,1.0,0.19771817548811993,Iris-setosa
+59,5.000409198679083,3.673540572263047,1.4186820978066905,0.20058813789321586,Iris-setosa
+60,6.7613272087824665,2.9670462280189613,4.925505334829128,1.5655398888825842,Iris-versicolor
+61,6.064588546321857,2.8686559349638956,4.67193496716636,1.3285194042821669,Iris-versicolor
+62,5.251216788024161,3.4015889514340687,1.4049433747690967,0.19973271211771282,Iris-setosa
+63,6.33370879328117,3.2980449079605316,6.053620356363201,2.5,Iris-virginica
+64,6.067499066733832,2.1815396730643295,4.143126422714726,1.1052970973801641,Iris-versicolor
+65,4.3,3.0,1.0996646078251255,0.10000009414308338,Iris-setosa
+66,4.403801077180063,2.9147277849689197,1.3908759716858268,0.20230748993370165,Iris-setosa
+67,6.601304677353,3.0,4.446100537497192,1.429127632124615,Iris-versicolor
+68,6.863981687337405,3.1517822582251713,5.874911933845845,2.301856982886858,Iris-virginica
+69,5.540616207494042,3.80992850779479,1.4693894932041063,0.3641192842266204,Iris-setosa
+70,6.386266063736651,2.6241186976509723,4.993632047567762,1.8123585788487433,Iris-virginica
+71,6.702635214581193,3.0,5.020526903274881,1.721777648915094,Iris-versicolor
+72,6.673879730506283,2.4991279837747347,5.8636752441516125,1.748190368908529,Iris-virginica
+73,6.482882693152294,2.8487961034058817,4.722048613082215,1.4424815336133021,Iris-versicolor
+74,5.798401329246812,2.725022133992066,5.092406189561691,1.9277466720102825,Iris-virginica
+75,6.283603993965481,3.3045899352233183,6.079240880282466,2.499999738490428,Iris-virginica
+76,7.127419770888022,3.1780417571368242,5.818934001825224,2.1993198753399525,Iris-virginica
+77,7.686125259154178,2.855736754141582,6.688288655353455,2.0493034861430095,Iris-virginica
+78,5.297125326157879,3.5369403772354255,1.3832268752504442,0.2547320291843045,Iris-setosa
+79,6.409331497486568,3.003239067267554,5.015645329323896,1.9114604638693555,Iris-virginica
+80,5.992516095095868,2.2142164426147524,4.03396078636454,0.9407912253302866,Iris-versicolor
+81,4.30000091545409,3.0,1.0822641539458493,0.10000012606418035,Iris-setosa
+82,6.402038416733276,3.1816669788247562,5.272591096167457,2.269879188239303,Iris-virginica
+83,6.729439881704864,2.497442119876368,5.995364267655319,1.8147484458291565,Iris-virginica
+84,5.426417190463498,2.580852913879623,4.0523302015224525,1.330672035175427,Iris-versicolor
+85,4.922756443549442,2.0,3.6308794409565905,0.9657381911268728,Iris-versicolor
+86,4.639384483925007,3.680159276251084,1.0,0.19009296838850837,Iris-setosa
+87,6.357798244161017,3.2187853839745357,5.240143294700169,2.2797537169039996,Iris-virginica
+88,6.402859792676342,3.3224921408325248,5.521574800512862,2.3095032954792174,Iris-virginica
+89,4.813068994043304,3.0,1.451048436801204,0.10000009550689463,Iris-setosa
+90,5.660519793671061,2.5449043465639463,3.8926931878559987,1.048595468753123,Iris-versicolor
+91,5.77741877205028,2.6858446990453055,4.157370906587824,1.052590754980743,Iris-versicolor
+92,5.130383475654788,3.4106682669801844,1.40994815945834,0.19694037960478855,Iris-setosa
+93,4.557523399317333,3.057515008433764,1.4570903328414164,0.19521430782206842,Iris-setosa
+94,5.642635244392871,2.95823525797437,4.261313295857823,1.3513637340101332,Iris-versicolor
+95,5.315600095478192,2.526056906773788,3.667501087990475,1.1775588315062682,Iris-versicolor
+96,5.771798173900543,2.7191216695013036,4.096260529711428,0.9351446382779094,Iris-versicolor
+97,4.807741297904991,3.0,1.3891325709810571,0.10000010274536973,Iris-setosa
+98,5.6957047386736965,2.9946963551035397,4.055645034326306,1.2083208953590223,Iris-versicolor
+99,4.375126455855619,2.8441217995498955,1.373922265981707,0.19059035153487963,Iris-setosa
+100,4.858112377797449,3.0575587545525034,1.448541314059794,0.100000108544259,Iris-setosa
+101,6.009008874600923,2.2199541490455394,4.972618508118327,1.4998111822220073,Iris-virginica
+102,5.767765998238228,2.764984596149186,5.0834542588369205,2.3364598990126066,Iris-virginica
+103,7.671211802885381,2.602967284591927,6.9,2.317245095865121,Iris-virginica
+104,6.294283774761459,3.296630615949193,5.385735709170893,2.326861848178978,Iris-virginica
+105,5.779893066709975,2.666061219852043,4.089678830732206,0.915994674884044,Iris-versicolor
+106,5.664459917534242,2.9528183377480604,4.10010028186563,1.2111622167348046,Iris-versicolor
+107,6.2137346375455245,2.7908053762135894,4.859061816204735,1.832226556181547,Iris-virginica
+108,5.535492841325593,3.726252729475495,1.5133347106688924,0.3763410697515339,Iris-setosa
+109,7.689089552253908,3.0,6.039793527282885,2.317519251469462,Iris-virginica
+110,4.300000467311319,3.0,1.0980740543949057,0.1,Iris-setosa
+111,6.092681319810899,2.58315779067958,5.5673943496191916,1.4270407575722155,Iris-virginica
+112,4.805936480024637,3.0,1.3987140662198336,0.1,Iris-setosa
+113,5.789673804897063,2.7291702966684466,5.085513700229548,1.9198635387246543,Iris-virginica
+114,6.3066064871957925,3.2788129676485585,5.908079372748392,2.4999995999597084,Iris-virginica
+115,5.8181209183451505,2.709938650706967,5.098182271818279,1.9199914042895416,Iris-virginica
+116,5.90127892310714,2.743749691707925,4.353713035996469,1.0575939317412983,Iris-versicolor
+117,4.495496295612217,3.121387658536666,1.4270656697034299,0.20319842608918842,Iris-setosa
+118,5.784101877182767,2.6877732437005672,5.123221598343167,1.9037854665652971,Iris-virginica
+119,5.060443033014652,3.4441160412776277,1.3927219595378562,0.19654070041780683,Iris-setosa

iris/tab_ddpm/2_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/2_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/2_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/2_0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.357958363628314,3.2997341229465027,6.036681479665029,2.4999997230353133,Iris-virginica
+1,5.414237790923496,3.921397474916242,1.2694531096572343,0.405428709412855,Iris-setosa
+2,6.629515122807562,2.4860522245019783,5.7302204330609925,1.715690838419731,Iris-virginica
+3,6.42104054224589,3.1583403267712646,5.350532595690136,2.267782770575039,Iris-virginica
+4,6.268426827322093,3.406285194986978,5.596445802165594,2.4052829541399645,Iris-virginica
+5,6.814103817492122,3.204590058468837,5.62703731362249,2.186648140778062,Iris-virginica
+6,4.59871834504337,3.090874374070685,1.5109655927458667,0.20252763934353468,Iris-setosa
+7,6.2547709074613085,2.728636154481174,4.865428744134296,1.793384641170993,Iris-virginica
+8,6.802376361473395,2.809133753832725,4.844484364207311,1.4166311041547848,Iris-versicolor
+9,6.331198227181379,2.4758774127542615,5.0449102391703535,1.8927455417661103,Iris-virginica
+10,4.85527693820792,3.0045507540746006,1.4749707051290206,0.10000009798916853,Iris-setosa
+11,6.009019396084962,3.4063030721234107,4.440606778068331,1.5994876282483474,Iris-versicolor
+12,5.832643762149191,2.8054529755810904,4.467349927550523,1.3521258178964741,Iris-versicolor
+13,6.727210554035367,3.0,5.005527586859552,1.6902826087130853,Iris-versicolor
+14,7.725685557996111,2.596043575117222,6.9,2.3162883874381053,Iris-virginica
+15,5.1273409954366205,3.446467525840693,1.3867171747049165,0.20018114575150073,Iris-setosa
+16,6.450251189179341,2.9071888637967875,4.588456659092049,1.4792404774700012,Iris-versicolor
+17,5.741108202906614,2.7121510531893676,5.090576437908966,2.0088781296769875,Iris-virginica
+18,6.454556950206559,2.9370382614008688,4.467155433919358,1.404644805634587,Iris-versicolor
+19,5.825544071759668,2.697258096697569,5.092732545406731,1.8934361763896366,Iris-virginica
+20,6.505363270090305,3.0,5.7872417925624156,2.215542295460386,Iris-virginica
+21,6.082796203969794,2.591710863208371,5.621049914061308,1.4177621917521357,Iris-virginica
+22,5.522512128401662,4.199998966294262,1.410666153059324,0.20228806262717788,Iris-setosa
+23,4.587765658156898,3.1671328502048715,1.4107276202627443,0.19818180562507487,Iris-setosa
+24,7.699459984898485,2.6094858892491426,6.9,2.2586777285893254,Iris-virginica
+25,6.555444262705953,2.5183411811155167,5.366462077933613,1.8294746189185276,Iris-virginica
+26,5.779477821453434,2.8149585615717485,5.092942964655743,2.4033384572712206,Iris-virginica
+27,5.029984369406758,2.000000552806436,3.6679079565047155,0.9620442997163157,Iris-versicolor
+28,5.799403402842108,2.7258044018542815,4.009091318863604,1.0619260854739887,Iris-versicolor
+29,6.2974353027406655,3.3167012738679986,6.03487613029985,2.5,Iris-virginica
+30,6.207460006713055,3.4074021425683108,5.452864592230052,2.378039038962032,Iris-virginica
+31,7.899997642640527,3.809519502192302,6.388957524588993,1.9581905625535683,Iris-virginica
+32,6.300019288698955,2.5165121648239897,4.980717856531468,1.880986400258975,Iris-virginica
+33,4.599788020097213,3.616316859928103,1.0,0.19926594511411327,Iris-setosa
+34,7.9,3.8615510728460385,6.413716237898285,1.9806915694817926,Iris-virginica
+35,5.13642115541861,2.4999652276715554,3.0237299644452644,1.0802175884057017,Iris-versicolor
+36,6.682676498291997,3.1705368391847726,5.545969948357741,2.309638879978686,Iris-virginica
+37,5.038106832637256,3.5332761035339697,1.39993839091108,0.20124787769150612,Iris-setosa
+38,6.4468097205826,3.22492381159641,5.421780219690486,2.3144449436844123,Iris-virginica
+39,5.6037514359357745,3.751534430895059,1.5079887685778581,0.3038517146889312,Iris-setosa
+40,4.949749932426947,2.0,3.6300786436959904,1.0317989819086786,Iris-versicolor
+41,7.690440105554639,2.5831566943407456,6.9,2.302468171753246,Iris-virginica
+42,4.596905712540022,3.161340147150903,1.420489685676532,0.20093213464714815,Iris-setosa
+43,5.848806081475541,3.1405940609078904,4.717433355838172,1.699670367172672,Iris-versicolor
+44,5.7513519165594005,3.057014128390033,4.644758616942432,1.5931620762083543,Iris-versicolor
+45,4.3000004847260795,3.0,1.1044122254636468,0.1,Iris-setosa
+46,5.109643475351253,3.305155518410969,1.8592858374167138,0.4441240718475259,Iris-setosa
+47,5.220979108043692,3.407402183790461,1.3977383301130537,0.19671249478568265,Iris-setosa
+48,4.619293612429815,3.1497557611112508,1.4560475934549384,0.2025330717313736,Iris-setosa
+49,5.041658756246127,2.0,3.3833834405915613,0.9276011318185591,Iris-versicolor
+50,6.009308239718269,2.7428634368362133,5.023378137610603,2.2477690734464133,Iris-virginica
+51,6.8132603603431585,3.0,5.2255754721462395,2.2122319638533354,Iris-virginica
+52,4.3000005852229615,3.0,1.108831128798875,0.10000012883126798,Iris-setosa
+53,5.538675700666723,3.0,4.449127226778905,1.4723131221286143,Iris-versicolor
+54,5.007192024210726,2.0,3.69521600587838,0.9604125298016414,Iris-versicolor
+55,6.180828271198951,2.349508489955652,5.072696702764883,1.6098629801356086,Iris-virginica
+56,4.452122125313447,3.0964331260905347,1.3678426698767776,0.20250980356817205,Iris-setosa
+57,5.8727091155420466,2.898618478474146,4.548700625328126,1.4163153283950178,Iris-versicolor
+58,5.495959419961367,2.5157722425942417,4.017882936492606,1.3328844976269076,Iris-versicolor
+59,4.767572126281561,3.3810461017184785,1.8850348156371237,0.19553073823901573,Iris-setosa
+60,6.015016088868013,2.808861983724762,4.403294138582657,1.141787194188289,Iris-versicolor
+61,7.9,3.880417353007669,6.488563289823278,2.059793102725585,Iris-virginica
+62,6.166786217403357,3.3477789580878294,4.666385580815589,1.6083085198802198,Iris-versicolor
+63,5.105052440799963,3.4075605568923715,1.395417350305814,0.19900518616760662,Iris-setosa
+64,7.00297351126309,3.1041224691471756,6.131716718132404,2.2668040938079597,Iris-virginica
+65,7.727792831959254,2.552425926084367,6.9,2.3139257421418256,Iris-virginica
+66,4.984500618899235,2.0,3.3826689630181352,0.9019394003635414,Iris-versicolor
+67,5.083706442963479,3.4073199618510057,1.4024692281084294,0.19917744029225948,Iris-setosa
+68,6.634115872665502,3.0,4.970404414594957,1.7253648479728165,Iris-versicolor
+69,5.876322614477387,2.912174932600294,4.584264113736406,1.4467874003141286,Iris-versicolor
+70,6.541457730844966,3.1842064502953007,5.239938677336955,2.2922003680184555,Iris-virginica
+71,6.299157120869382,2.462091452222726,4.992100202400993,1.8897037316439693,Iris-virginica
+72,5.998157526779621,3.4050614182146934,4.519238464763105,1.5951924043791892,Iris-versicolor
+73,7.9,3.8948127904067196,6.468943959305655,1.9931700609682794,Iris-virginica
+74,6.724324161647669,2.4942625484296492,5.746210724896336,1.7927057942268307,Iris-virginica
+75,5.303334431091799,2.534947235875688,3.611374857086828,1.1443961822977082,Iris-versicolor
+76,5.6960629253257276,3.0,4.221930336243018,1.2427190594753839,Iris-versicolor
+77,7.353281594456083,3.0,6.4063808210658255,1.9488842042064398,Iris-virginica
+78,5.578168732730613,3.0,4.317196240278622,1.3711251998484482,Iris-versicolor
+79,5.743054553504897,2.839287936983224,4.356962210130146,1.2910790471135933,Iris-versicolor
+80,7.899998272972641,3.761618055371931,6.352239153941218,1.9961834112123262,Iris-virginica
+81,6.391636022190767,3.276255119428192,4.721109270810349,1.5906250618735203,Iris-versicolor
+82,4.813913981559139,3.0,1.4202170138693941,0.10000011763743262,Iris-setosa
+83,5.019427848477978,2.5017169642840926,2.75222352099217,1.0805882390448647,Iris-versicolor
+84,5.794362949061913,2.8778710651458215,4.523762496655618,1.3556742323082693,Iris-versicolor
+85,4.611086227010921,3.602049761482722,1.0000003780864195,0.1999546382546078,Iris-setosa
+86,4.960488448156088,3.6928858084583647,1.6315590759567373,0.1976238823467097,Iris-setosa
+87,5.816791362242901,2.8369752447580074,5.140836029780838,2.420706791937377,Iris-virginica
+88,5.946903625047377,3.0626803409762378,4.70377075417426,1.7272072962943266,Iris-versicolor
+89,5.674304959761994,2.453618984528343,3.9279564571974,1.038335862712991,Iris-versicolor
+90,6.323638413033597,3.399532654499499,5.610085649109541,2.4062748400311165,Iris-virginica
+91,5.000924168562357,3.40160095821693,1.6339660968476026,0.45465482142598124,Iris-setosa
+92,5.513182239550754,3.0,4.521251903996204,1.4832686600403455,Iris-versicolor
+93,5.555728873537828,2.468673628349228,3.9989324112790987,1.2402523833695536,Iris-versicolor
+94,6.313163226477117,3.407583473709213,5.555282494205503,2.400225815623417,Iris-virginica
+95,4.997015219729194,2.0000006818153766,3.28912180798641,0.9565239705374646,Iris-versicolor
+96,5.767273759820337,2.696505740225927,5.136303183591694,1.8516583519651517,Iris-virginica
+97,4.3,3.0,1.0971781599116823,0.1,Iris-setosa
+98,5.989499327466314,2.2064465091337433,3.979128743989367,1.0162317882249676,Iris-versicolor
+99,4.787924092438664,3.0,1.4194574524155337,0.1,Iris-setosa
+100,5.0821786373114195,3.5475793261172144,1.3873964582827387,0.19989871611732124,Iris-setosa
+101,5.251850951451027,2.6730517526584734,3.9515699456912423,1.4048743788650697,Iris-versicolor
+102,5.099642659050722,3.8475698433497945,1.8209492900018012,0.2007264717337303,Iris-setosa
+103,6.080401941034827,2.4637685494899033,5.271150171171753,1.4553849739629718,Iris-virginica
+104,4.300000914892285,3.0,1.1000799761814877,0.10000013108786647,Iris-setosa
+105,5.984831470307578,3.406016330824026,4.425990752516104,1.5919844347658296,Iris-versicolor
+106,4.580970244210243,3.147010464716538,1.4063965908580232,0.20535500414599658,Iris-setosa
+107,7.583820812528907,3.0,6.597759489222362,2.086450649926945,Iris-virginica
+108,6.108146341590978,2.589507705587452,5.639924192360291,1.3953645458574762,Iris-virginica
+109,5.388005806661359,2.457856636093561,3.6229305543197667,1.0735495619827193,Iris-versicolor
+110,4.300000747999676,3.0,1.0923661409518894,0.10000011195619427,Iris-setosa
+111,4.774046987387297,3.3959306747305313,1.6493132881594905,0.19896328342633363,Iris-setosa
+112,7.5939546756737215,2.8866083872908144,6.639484552789713,2.048644655328318,Iris-virginica
+113,6.174610934370977,2.1833465990099823,4.35165334976719,1.3661317778328903,Iris-versicolor
+114,5.0152997952804546,3.6029546283912097,1.3983926257600854,0.20083401933308984,Iris-setosa
+115,7.899999013974071,3.769834146719287,6.433211904555817,2.0110960911663525,Iris-virginica
+116,6.663587316944437,3.0232677763853193,5.939780251886869,2.2554017938064823,Iris-virginica
+117,7.68131344481031,2.7826521472790704,6.694002912544878,1.9895110482428664,Iris-virginica
+118,4.433130797335781,3.1953566205226145,1.3328228748036874,0.19848486751787792,Iris-setosa
+119,4.757361978376332,3.0,1.409816847046423,0.2605090703732149,Iris-setosa

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

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.080259852874416,2.3105050703229515,4.9839635184033355,1.5763425809620015,Iris-virginica
+1,4.596651442947772,3.6872023492595716,1.000000366997979,0.20163882069721342,Iris-setosa
+2,6.148091960885079,2.5983008266045053,5.622376266640179,1.4020315235238594,Iris-virginica
+3,6.8832444510356945,2.809645417527427,4.825181096021396,1.4126261478415183,Iris-versicolor
+4,6.244536980889254,3.40279942300681,5.6142543627805965,2.3581163847819564,Iris-virginica
+5,6.665756585822549,3.185654075014188,4.759459650458615,1.534730904748502,Iris-versicolor
+6,4.980814046674314,3.0,1.5941607939594868,0.19900888183063237,Iris-setosa
+7,4.782376530621182,3.382144928129852,1.5853517405131854,0.19712048713937097,Iris-setosa
+8,6.311580957910271,3.2874181720136835,5.971311607805628,2.4999997586433933,Iris-virginica
+9,5.924769120308521,2.9393195709814943,4.590830278372706,1.4810496807711557,Iris-versicolor
+10,5.548268291801548,4.199998535214088,1.4129274730682984,0.20683123400964626,Iris-setosa
+11,6.751608091228577,3.2137257119632365,5.506629230073031,1.9498105402462007,Iris-virginica
+12,5.673638516339633,2.9912464045197678,3.8060040937674207,1.2925851667618826,Iris-versicolor
+13,6.573518276133911,3.1814512750567254,5.137599190073337,2.003325797370426,Iris-virginica
+14,5.784418754290877,2.695440169991439,5.090936492893863,1.9295103222965424,Iris-virginica
+15,5.71124255613385,2.881932443480477,4.198595354252584,1.3170776711828356,Iris-versicolor
+16,6.0790616358771565,2.5802222009126012,5.604291953327872,1.3933554194395408,Iris-virginica
+17,5.22583381658927,3.403048790647426,1.3961058072656911,0.19752361610945657,Iris-setosa
+18,7.733952977427525,2.6182753950727484,6.9,2.30469445251444,Iris-virginica
+19,5.080708058600631,3.3419305073397125,1.6233692489472356,0.4998693319729736,Iris-setosa
+20,7.716002658546973,2.6815696313523087,6.899988579238546,2.2436364015370254,Iris-virginica
+21,5.984564009516525,2.7291467617392056,4.995798046290383,1.8678432085589465,Iris-virginica
+22,6.022941379261289,2.1947576937221784,4.998331418409954,1.5200150864434403,Iris-virginica
+23,6.2939055807509865,3.3945845942007153,5.593016945257986,2.406637133557027,Iris-virginica
+24,5.544281061300415,2.7133713663219403,3.7505160486809483,1.1933491711105961,Iris-versicolor
+25,4.843326260459007,3.4835887053484575,1.8955388674325928,0.20913131404020707,Iris-setosa
+26,7.705973611628854,2.8428105011834526,6.682022052002881,2.0719397931433043,Iris-virginica
+27,4.600564426551208,3.5966562635336308,1.0000005902527045,0.19702744927935995,Iris-setosa
+28,4.806983374246361,3.399276871549693,1.8190469653816614,0.2030436190627704,Iris-setosa
+29,5.500584149994278,3.0,4.511975530671291,1.497699152764648,Iris-versicolor
+30,4.300000786568562,3.0,1.1012171946358889,0.1,Iris-setosa
+31,4.3,3.0,1.0777060694081992,0.1,Iris-setosa
+32,6.025903611459569,2.173969698820805,4.0653793867926415,0.9283861097427509,Iris-versicolor
+33,5.149233586514781,2.6834654147350183,3.8547278284841924,1.3844830760744133,Iris-versicolor
+34,7.706977973636979,2.575106018298085,6.9,2.297891368491761,Iris-virginica
+35,5.150316919615299,2.000003224002592,3.6323677832695043,1.0537359003872317,Iris-versicolor
+36,5.361785807586283,2.453270711318676,3.6121788271236976,1.0631771494808742,Iris-versicolor
+37,7.899998968625298,3.811246522336537,6.37850417395466,2.0231321386651144,Iris-virginica
+38,6.699153110325931,3.089943867234598,4.635611017481416,1.4520252575418242,Iris-versicolor
+39,5.111252948688921,3.352024279854674,1.5797895034826541,0.4544787302215282,Iris-setosa
+40,5.543799915675343,3.0,4.4657426570105745,1.4827569495657875,Iris-versicolor
+41,5.490936988873884,4.2,1.4085677661080005,0.20083546634039745,Iris-setosa
+42,7.6288270851009825,3.0,5.950547812851073,2.2619440402117714,Iris-virginica
+43,6.670661588819921,3.136359639034689,4.728952268570651,1.5030024243212432,Iris-versicolor
+44,5.645087647891997,2.859294886469282,3.80916230861065,1.2654479811408959,Iris-versicolor
+45,5.1214730051072435,2.5115618760715974,3.2435999279741288,1.1707625442420506,Iris-versicolor
+46,6.09408844782723,2.8117768839664814,4.664232766363776,1.396249047822492,Iris-versicolor
+47,6.0428463946787,3.3915647227076304,4.544628560982107,1.6461466179869304,Iris-versicolor
+48,6.281654321235656,3.390343039254737,5.612442615984446,2.383900654412976,Iris-virginica
+49,4.793413367141901,3.0,1.4114746880461437,0.3060385624015783,Iris-setosa
+50,5.749677101806662,2.781582728827913,4.102860746897175,1.3110066652104617,Iris-versicolor
+51,5.402950069504539,3.908760657643669,1.2694544251255573,0.31618387249610214,Iris-setosa
+52,4.793762899451027,3.408330747121455,1.6532168266553156,0.20063831909910768,Iris-setosa
+53,5.044457327371009,2.000000658921493,3.6037033349739565,1.0339672246918996,Iris-versicolor
+54,5.041532051782879,3.0,1.5942316779362524,0.19654283437738046,Iris-setosa
+55,6.413451811262746,3.0,5.706903229372198,2.215930201284488,Iris-virginica
+56,5.1802247293517665,3.3060508276997003,1.5870593428991822,0.38954320704913314,Iris-setosa
+57,5.764537919182105,2.6684901032568553,4.135726883468706,1.0437260203144607,Iris-versicolor
+58,5.202920508771185,2.7347225360226077,3.9085611661850814,1.4117235810847688,Iris-versicolor
+59,6.594399922539047,3.3129048896684323,5.66923721782943,2.361145268985292,Iris-virginica
+60,6.784890531659112,3.1303482096558257,6.037606984999247,2.271094283130197,Iris-virginica
+61,5.689588772524298,3.0,4.572528313075006,1.5546310741487077,Iris-versicolor
+62,6.278914553977019,3.255603685291621,4.745019435903628,1.6178676591809524,Iris-versicolor
+63,6.714317254726701,3.0,5.0022013133969985,1.6780445204125163,Iris-versicolor
+64,4.868630949339088,3.4420693445275714,1.842397462269154,0.2138741068477471,Iris-setosa
+65,4.759028029257782,3.0,1.4045220934292935,0.27676555943812886,Iris-setosa
+66,5.482332456994026,3.0,4.484603267932528,1.4705532742968206,Iris-versicolor
+67,4.979723245580426,2.0,3.6221039988493677,1.0790081566776029,Iris-versicolor
+68,5.921569019090907,3.206826419962096,4.829699796322157,1.7611445827501822,Iris-versicolor
+69,6.8170808976573465,3.203815509519801,5.59777948911669,2.308920249079982,Iris-virginica
+70,4.3,3.0,1.0935900062418211,0.1,Iris-setosa
+71,6.004130376940285,3.398467827287204,4.474545758072534,1.606359064733353,Iris-versicolor
+72,5.8615548724181945,2.716812620598392,5.0941411409016935,2.0519216545374905,Iris-virginica
+73,5.4500804139843755,2.711152622087038,3.4381783770152987,1.3035075298841967,Iris-versicolor
+74,6.563317655499238,3.160216189510689,5.051914062810293,2.0994107664232753,Iris-virginica
+75,5.776764330232282,2.6753045798045894,5.111676620243288,1.9057813409177986,Iris-virginica
+76,5.093673782718318,2.5688946297106625,3.5977962575200113,1.2732318403242278,Iris-versicolor
+77,5.405267162659568,2.5686780427703235,3.6420279118322085,1.2051795764060933,Iris-versicolor
+78,4.3,3.0,1.0930074218825574,0.1,Iris-setosa
+79,7.9,3.860915970162568,6.424517760325263,1.9855717474081567,Iris-virginica
+80,5.015632280115341,2.0000009068610276,3.46120308430569,0.971682612380883,Iris-versicolor
+81,6.678525266724752,3.0,5.012253097156,1.7077802090345895,Iris-versicolor
+82,4.402789418107358,2.9070874024335374,1.3959849080455142,0.20362627019760107,Iris-setosa
+83,5.9889435874252,2.198338484425146,3.9909725989444036,1.0357047981561802,Iris-versicolor
+84,4.448293337216777,3.194511683934158,1.2911224715977938,0.2018443956861798,Iris-setosa
+85,5.841352470188085,2.754187555808456,5.0986327256294,2.2507887147255445,Iris-virginica
+86,5.371322154375343,3.0,4.490888849761692,1.5064722333987242,Iris-versicolor
+87,5.207901940263392,2.614256362563399,3.797812630248931,1.3494246906106133,Iris-versicolor
+88,6.810021279031541,2.782533860426042,4.782369873279472,1.3988116310389342,Iris-versicolor
+89,6.8350900173603355,3.196741130078311,5.634560274905272,1.922875139283588,Iris-virginica
+90,5.363432038084866,2.5931197721698367,3.6220494428616776,1.1844802814897077,Iris-versicolor
+91,5.015320130486207,2.0,3.678349522562918,1.027331038734407,Iris-versicolor
+92,5.236651449344381,3.39591279257623,1.3893073733607502,0.20149599397077894,Iris-setosa
+93,5.831889403207097,2.7955584031417122,4.563930596833317,1.2181457576295838,Iris-versicolor
+94,6.746132458587705,2.8289820316268512,4.712925142621368,1.409487100699504,Iris-versicolor
+95,6.618201987738161,2.8719993160916064,4.687368013791575,1.5273061287002494,Iris-versicolor
+96,6.664784976657725,3.0,4.950573729972605,1.6824848909907382,Iris-versicolor
+97,7.899998563202534,3.8092234231108506,6.42648395070196,1.97435913866849,Iris-virginica
+98,4.588217140751448,3.620657700795625,1.0,0.18252332573525076,Iris-setosa
+99,5.4898761939935605,2.452210301000009,3.781489468781004,1.125801860666763,Iris-versicolor
+100,5.8775797134511025,2.9070223652555924,4.482050935053123,1.4100831791510144,Iris-versicolor
+101,5.594327276859126,2.498134597650952,4.0073091958697225,1.1171430459861982,Iris-versicolor
+102,5.443525415414683,3.0,4.502692809490555,1.5039775474629278,Iris-versicolor
+103,6.684207900598949,3.0276102429076728,4.585895795210508,1.4406002228680275,Iris-versicolor
+104,5.844846200249743,2.794632219591651,4.436509143796616,1.1433997463944265,Iris-versicolor
+105,5.744669046349284,2.8461655315357364,5.102062951714249,2.420066845948334,Iris-virginica
+106,4.300000613398649,3.0,1.10309203455703,0.1000000989504824,Iris-setosa
+107,4.808769540330945,3.4095951548141525,1.6155706512649126,0.20138331658146294,Iris-setosa
+108,5.616915611777252,2.389842952364853,3.770925373125295,1.097309099290378,Iris-versicolor
+109,5.231100775309517,3.367308502315402,1.565574195289556,0.5272580306697241,Iris-setosa
+110,5.68945371147138,3.789882461521801,1.589252278674497,0.3316489352587958,Iris-setosa
+111,7.712961421835215,2.5969958203183516,6.9,2.295397921437032,Iris-virginica
+112,6.02560838028415,2.9282356626723596,4.549041061366678,1.4750202031805175,Iris-versicolor
+113,5.681765303794086,2.776870668628684,4.49658381639923,1.317583665460877,Iris-versicolor
+114,4.802090739596122,3.0,1.4057157969337695,0.3730708679140482,Iris-setosa
+115,4.3,3.0,1.098594728812955,0.1,Iris-setosa
+116,5.213297560707489,3.406168885842254,1.394210396223681,0.2020676007772287,Iris-setosa
+117,6.632153044264997,2.51384621734189,5.608073456496283,1.7517785254985465,Iris-virginica
+118,7.695921077758282,2.61023498542117,6.89999895890861,2.3026947520978935,Iris-virginica
+119,5.062019759400786,3.626405318620191,1.4812446623512865,0.2008664921987928,Iris-setosa

iris/tab_ddpm/2_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