a

iris/tab_ddpm/4_0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.9401106251567475,3.2124418381198256,5.805976247718862,2.2553629758939273,Iris-virginica
+1,6.182037721823862,2.711469488762861,4.905686005512341,1.728125313511947,Iris-virginica
+2,6.431972370300765,2.8012077437349037,4.532307887128866,1.4900034596966887,Iris-versicolor
+3,5.83273095841086,2.7057002824345493,5.106048917805621,1.9088359099945564,Iris-virginica
+4,5.469385100155253,3.0,4.518539165120817,1.486316025024001,Iris-versicolor
+5,6.098788162773204,2.601771102499825,5.529536524127784,1.4029414242537737,Iris-virginica
+6,4.997911506549851,3.610149139011044,1.381722520807379,0.20087471165573334,Iris-setosa
+7,5.974978441149298,2.2229738999799458,3.981804033846225,1.008611879282546,Iris-versicolor
+8,6.689151962869978,2.824570239230677,4.705226905200704,1.4885038456246844,Iris-versicolor
+9,5.061105731762941,3.4284775857838525,1.400102109353399,0.19694941940102112,Iris-setosa
+10,5.340511371068084,3.0,4.486483047498729,1.5191683276943082,Iris-versicolor
+11,5.1476988479787815,3.8190298575811052,1.6182066968914761,0.19988837471072585,Iris-setosa
+12,5.5852049136729836,2.4982585290112134,4.041582224946149,1.2581872612499598,Iris-versicolor
+13,5.608644254319747,2.8460551651031887,3.74128171381178,1.2765329089666255,Iris-versicolor
+14,5.555119313277335,2.387095124753581,3.7028737851358136,1.0023238370492855,Iris-versicolor
+15,6.5905069139036945,3.0,4.43533466478536,1.4115504134467132,Iris-versicolor
+16,5.492984447732908,2.5176958223927626,4.015602180850045,1.3209244163344482,Iris-versicolor
+17,5.510500089207191,4.2,1.418691571712224,0.1981357075633325,Iris-setosa
+18,5.580197024385044,2.459439212105547,3.8728195372221816,1.1000607287687196,Iris-versicolor
+19,7.631596866276899,2.9533509355501084,6.607582151880999,2.0626461849258866,Iris-virginica
+20,4.678000569359336,3.072066844541242,1.385650199762736,0.220660265826015,Iris-setosa
+21,5.813963023056635,2.6993401552805647,5.103913392482392,1.896931067798179,Iris-virginica
+22,4.688694230431847,3.352102280220557,1.4694643042551598,0.19909659523900847,Iris-setosa
+23,5.8373064396299865,2.25253575808682,3.9316538256965057,1.0094801306632843,Iris-versicolor
+24,4.9126476145264775,3.053438161609706,1.4979106661561858,0.1,Iris-setosa
+25,6.017933702988314,3.3870616177550175,4.548764704236218,1.5999609895770812,Iris-versicolor
+26,5.871548299303548,3.1779815241216753,4.758078337836134,1.7303425644900692,Iris-versicolor
+27,6.511400389589678,3.1848886434879367,5.303157344951966,2.239664492348064,Iris-virginica
+28,6.230751599756349,3.3972584701906814,5.505736968893114,2.3955908337077068,Iris-virginica
+29,5.113197297619484,3.287267669390346,1.721830595389761,0.49185078704718366,Iris-setosa
+30,6.697547487946184,2.523636228463119,5.802719726730187,1.8174675196649046,Iris-virginica
+31,6.05889708388803,2.783665454205132,4.642422349442721,1.1999786945125608,Iris-versicolor
+32,4.769207237551651,3.0,1.3850383912405784,0.372328380376537,Iris-setosa
+33,5.044424745506996,3.0669981413010405,1.6652523204284846,0.2166418813903953,Iris-setosa
+34,5.031605346538169,2.000000491896851,3.6310256746446097,0.8175223463384524,Iris-versicolor
+35,7.899998833180854,3.7999661511274794,6.379488925806198,1.9780278868115218,Iris-virginica
+36,6.824251365453484,2.8031556309153105,4.7928306604737125,1.3984726871542101,Iris-versicolor
+37,5.040717432089192,2.0,3.6698859483521833,1.026153620571534,Iris-versicolor
+38,6.50968998646965,3.2089547470880833,5.074177299984238,2.00981027379183,Iris-virginica
+39,6.009845703407343,3.360821350223533,4.560916857845623,1.624827281943952,Iris-versicolor
+40,4.812938533722453,3.40744207706991,1.6439974126905235,0.2019536575447631,Iris-setosa
+41,5.018640340665559,3.361126310118869,1.5907372334073095,0.3961457782110531,Iris-setosa
+42,6.905412373592139,3.072415916131391,5.118246275382327,2.2841534300276707,Iris-virginica
+43,6.024525205432494,3.4008434622495884,4.4807814480035875,1.5918393777389805,Iris-versicolor
+44,6.376047993077481,3.26284719661941,4.728672429347192,1.590511477500973,Iris-versicolor
+45,5.751318331768601,2.7913934338597204,4.532014380448624,1.2854365236314491,Iris-versicolor
+46,6.206171942978218,2.765392768557558,4.843275053390762,1.7984165468184266,Iris-virginica
+47,4.7736440511042035,3.0,1.3886995139806086,0.3074109545293201,Iris-setosa
+48,6.259088590140734,2.746092322384385,4.8334830094077486,1.8084555608098973,Iris-virginica
+49,6.216832020444529,3.398579839926029,5.392555796386525,2.279175025650161,Iris-virginica
+50,7.69619356371675,2.7739351005300814,6.7287331261981365,1.9779267743614946,Iris-virginica
+51,5.002799502487706,3.382570571471041,1.6011523734655488,0.42574061387064166,Iris-setosa
+52,5.039598723490119,3.3886244790430036,1.593360389493531,0.3292524123250995,Iris-setosa
+53,6.283776061227572,3.3916829451333954,5.553498718720512,2.383057381433333,Iris-virginica
+54,7.5935780049187205,3.0,6.595361724176883,2.085141500171417,Iris-virginica
+55,5.476696851209083,3.0,4.522003128731169,1.4780299756707889,Iris-versicolor
+56,4.95422255211903,2.0,3.446652154480701,0.9205605974081177,Iris-versicolor
+57,6.331391169631622,3.304062427044017,5.982509985252075,2.499999739509672,Iris-virginica
+58,5.034279154032543,3.5663455779031357,1.3992061809630345,0.2019538379158439,Iris-setosa
+59,5.626769794725886,3.0,4.511824464220509,1.4737681556646003,Iris-versicolor
+60,5.209779998956391,2.5132597981809166,3.519912760352323,1.222585969528709,Iris-versicolor
+61,4.807085488605612,3.4012003145792753,1.808906349531323,0.2008429182301581,Iris-setosa
+62,5.08979428251714,3.3308637308819873,1.6730636838484145,0.4305961612250164,Iris-setosa
+63,6.294713566957555,3.399539592176966,5.55800320343681,2.3913095287342916,Iris-virginica
+64,5.9358836919101154,2.843945382057981,4.445112284932393,1.4483927579383034,Iris-versicolor
+65,4.566986654044806,3.1422031252264375,1.4470820317033892,0.19935356306329846,Iris-setosa
+66,5.5131421667521145,2.414474945889041,3.743183768834453,1.0092491323220296,Iris-versicolor
+67,6.252738152430735,3.3984432247268557,5.467033824430157,2.350160383276075,Iris-virginica
+68,4.994951294130239,3.0,1.5950063928222078,0.20235260949772443,Iris-setosa
+69,6.299663665283344,2.4754433316920013,5.0079570225695615,1.8884408561223212,Iris-virginica
+70,6.30103179878039,3.3958767665112877,5.6352897413634375,2.395721993757968,Iris-virginica
+71,6.812846404267365,3.2075959726838916,5.819720844223332,2.2568238453520744,Iris-virginica
+72,5.864018801894277,3.2121938681646096,4.811715789811919,1.8308996920279326,Iris-versicolor
+73,6.124496019741756,2.5869170854614403,5.562852397021732,1.382761326909496,Iris-virginica
+74,4.578121223585517,3.5635852195474658,1.000000491010871,0.19733650291729046,Iris-setosa
+75,5.02817036426414,3.3614230785836443,1.5873919041147937,0.4558177346942497,Iris-setosa
+76,5.086800130528655,3.5438281760584838,1.3939952685604797,0.20031778719672474,Iris-setosa
+77,4.386874997282072,2.884980018231817,1.384184799474515,0.19792733313979938,Iris-setosa
+78,5.924015061063531,2.1811241284940106,3.9993508172162855,0.8742480750363227,Iris-versicolor
+79,4.300000531576818,3.0,1.1012998849637305,0.10000010732921451,Iris-setosa
+80,4.395757853715605,2.8751342580493158,1.411989077907691,0.20103535183983196,Iris-setosa
+81,5.977382651370477,3.4056742535405085,4.5177703039270165,1.6121851496591388,Iris-versicolor
+82,4.9929838042132495,2.0,3.6078537700965185,1.014198568360393,Iris-versicolor
+83,5.140726460152019,3.422481155386368,1.4088292315081121,0.20472757800372066,Iris-setosa
+84,5.958471852666136,3.1882219670709726,4.790021187582154,1.7640785868312154,Iris-versicolor
+85,5.577079198586742,3.0,4.46773456677532,1.4592835216341982,Iris-versicolor
+86,5.083882761184473,2.484338510571103,2.9566189316468536,1.1073339497256396,Iris-versicolor
+87,6.587467644760078,2.82292454510655,4.683980463539847,1.5116416455388757,Iris-versicolor
+88,6.7147247635549085,3.1051686371508116,4.741105794473095,1.508056167778813,Iris-versicolor
+89,5.0543214090085495,3.20997070058988,1.7759219037668306,0.21034436424093111,Iris-setosa
+90,6.232999151901106,3.3104747732413085,4.668645055260467,1.5913954130297001,Iris-versicolor
+91,6.204168290458777,3.3902101480293028,5.451066468023423,2.3150983143039183,Iris-virginica
+92,7.689985485171171,3.0,6.089360642189123,2.2962679274820763,Iris-virginica
+93,4.985888060814647,3.0,1.5911585769158678,0.22006786814624726,Iris-setosa
+94,6.515200811174489,3.0,5.823574791888945,2.1924426671694897,Iris-virginica
+95,4.62592950277649,3.164055044747073,1.4497242392940244,0.20014780194072776,Iris-setosa
+96,4.830141740547188,3.0,1.4375498052853843,0.1,Iris-setosa
+97,4.300000466005607,3.0,1.1028233958434426,0.1,Iris-setosa
+98,6.907217442725211,3.130066661463268,5.379879500554477,2.3011974626244545,Iris-virginica
+99,6.067349546814191,2.88840933790919,4.607104079331708,1.4487273681861903,Iris-versicolor
+100,5.527941724953314,3.651382305977436,1.5305393747624711,0.3789271155583233,Iris-setosa
+101,5.813888290090188,2.687130322908667,5.119357286604306,1.872319386045927,Iris-virginica
+102,6.398632655795501,3.202060424650614,5.312686546587585,2.3076486089696995,Iris-virginica
+103,5.070025826191988,2.505670788322505,2.9207128621480276,1.1372169878866483,Iris-versicolor
+104,6.597089436685044,3.0,4.401863750577534,1.4084698866866119,Iris-versicolor
+105,6.709287679657174,2.463510267773329,5.803616115685106,1.8034375981504676,Iris-virginica
+106,5.914355646319182,3.211495854567099,4.783918339064075,1.7705783205242998,Iris-versicolor
+107,7.699634360371002,3.0,6.080056043819956,2.2857732960578394,Iris-virginica
+108,6.249993249936866,3.2766608097946768,5.991038252197738,2.4999996356370633,Iris-virginica
+109,4.657143357813622,3.1335829175700014,1.5169452842240014,0.20069418203435566,Iris-setosa
+110,6.239336179808357,2.6955352240962953,4.88154290450754,1.7878661348234348,Iris-virginica
+111,6.1073317434367365,2.813086610064967,4.719664851639194,1.2015949341920051,Iris-versicolor
+112,6.644801024959516,3.1323051279011564,4.768553034014045,1.5419569332348517,Iris-versicolor
+113,4.915503528087858,3.12136399696512,1.5199596527439323,0.1,Iris-setosa
+114,6.687282948746303,3.0873274505148136,4.698889955067191,1.4938661883671323,Iris-versicolor
+115,4.807629884463157,3.3926275888190545,1.8235298428126605,0.19769089035750176,Iris-setosa
+116,5.413624972174129,3.0,4.436235343653316,1.4789881130807045,Iris-versicolor
+117,6.655707219717817,2.8362300536448664,4.697850855772848,1.512597238760266,Iris-versicolor
+118,6.455414306563172,3.0,5.825470081560428,2.151012468865551,Iris-virginica
+119,5.021340448863706,3.6243505492204977,1.3640931451823526,0.20397439371544826,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.3,3.0,1.1034217637184764,0.1,Iris-setosa
+1,4.300001216907194,3.0,1.114538593843241,0.1000001675586633,Iris-setosa
+2,5.4938440207512835,3.584973447235682,1.5397628886293189,0.4237911491468072,Iris-setosa
+3,4.3,3.0,1.0980363918590201,0.1,Iris-setosa
+4,5.739425100333536,2.8138313726766726,4.18374168002646,1.1912833216699403,Iris-versicolor
+5,4.799732109242054,3.0,1.3792139848553033,0.3220448436777644,Iris-setosa
+6,5.688518239378997,2.7611503753160482,4.383220259604963,1.36746517445829,Iris-versicolor
+7,5.817319006600265,2.7047205431307253,5.126419672296361,1.9007978201727016,Iris-virginica
+8,6.052727891159286,3.392658694801848,4.531197416701171,1.603064153111875,Iris-versicolor
+9,5.040910693354365,2.5096430140830095,2.8252496900798376,1.0682073589384335,Iris-versicolor
+10,6.641197181687964,3.0728343184913136,4.686136555194219,1.4597979247512785,Iris-versicolor
+11,5.619042433793523,2.951320804653193,3.720985885336608,1.2711325212613365,Iris-versicolor
+12,7.215099063172164,3.1851882648015803,6.010076267517401,1.8068992101552102,Iris-virginica
+13,6.681310703954033,3.0,4.9997197583687685,1.7188564588654867,Iris-versicolor
+14,4.396535239639566,2.897951993116871,1.38119083672832,0.19887938297171842,Iris-setosa
+15,5.118292369522371,3.2719331551220168,1.6644319359610924,0.30383793936111003,Iris-setosa
+16,5.015171587236858,2.0000004656656225,3.2808038628774723,1.0031761751666202,Iris-versicolor
+17,5.057829599889754,3.0,1.751699948597717,0.2028775264751187,Iris-setosa
+18,6.028846560059356,2.8805333934652277,4.654628944636172,1.3938439845054096,Iris-versicolor
+19,6.475633655896456,3.2096794754400912,5.186867964505588,2.0547254394796464,Iris-virginica
+20,7.66524817263833,3.0,6.1595309800069264,2.2586571009169423,Iris-virginica
+21,6.331858447185919,3.2884745378113363,5.975751584427952,2.5,Iris-virginica
+22,7.7076166576358744,2.591243224479032,6.899998300857295,2.315526859831295,Iris-virginica
+23,7.22418360862169,3.1905884150117547,6.038275323674064,1.8080445078707201,Iris-virginica
+24,6.664450527070691,3.079872353327012,5.803016679906928,2.259329129301411,Iris-virginica
+25,4.6139181384616075,3.11555966839347,1.515148881241578,0.1998050260268739,Iris-setosa
+26,5.081142962649424,3.5143810932425184,1.4028377222085782,0.2051208991183824,Iris-setosa
+27,6.94329175693204,3.19428629887201,5.842118589679642,2.299419080416596,Iris-virginica
+28,7.6918570930155195,2.6154727508191424,6.9,2.290572743886998,Iris-virginica
+29,5.9292708105736,2.910418769287205,4.5039047227724565,1.5273400630667884,Iris-versicolor
+30,6.111610663923287,2.8307839043901115,4.711145073834167,1.224846797709379,Iris-versicolor
+31,5.786785174521297,2.7473033431297926,4.152635074952193,1.0600917740433848,Iris-versicolor
+32,6.693585655825079,2.508316226534565,5.739132422987179,1.79732819772909,Iris-virginica
+33,7.212018515077698,3.2046194907763175,6.056777670118718,1.7683524467384693,Iris-virginica
+34,6.434575840527896,3.225707702596381,5.403548473392431,2.3104239246336324,Iris-virginica
+35,5.412989108258789,3.883198416035901,1.3186070395189926,0.3765869509826033,Iris-setosa
+36,6.261483960772017,2.640564491950753,4.875302453905371,1.7996913132441397,Iris-virginica
+37,6.686790005641617,3.0,4.953757076645017,1.6961002137798824,Iris-versicolor
+38,6.063591696986148,3.364107330614698,4.566282896634481,1.5950628187979206,Iris-versicolor
+39,4.565156472228748,3.63694100492824,1.0,0.19442534638699693,Iris-setosa
+40,5.175029779257039,3.4098893566034807,1.3788374498978402,0.19577783647250602,Iris-setosa
+41,4.781447092656254,3.0,1.4028478193250753,0.10000012360928562,Iris-setosa
+42,6.054610429092438,2.89235701923951,4.657839911003304,1.3997542631144997,Iris-versicolor
+43,6.696829598708266,2.782316999200806,4.72839768451121,1.4385351935301387,Iris-versicolor
+44,5.724502038762205,2.8786519433787823,4.010477236357071,1.1809660848847052,Iris-versicolor
+45,5.700596493208891,3.804649958502709,1.87638548306951,0.31642888071907216,Iris-setosa
+46,6.3547894274662715,3.293605339983088,5.995385080884429,2.5,Iris-virginica
+47,6.218956117479146,2.1754045475624957,4.477910047796589,1.4947696662734538,Iris-versicolor
+48,4.988962965780218,2.000000794023306,3.495141332658558,0.971950537302631,Iris-versicolor
+49,4.7964401729092865,3.3957531921806936,1.5889058771179654,0.19982670061374158,Iris-setosa
+50,5.877722077475902,3.190827020051484,4.803234073146456,1.8023618856292951,Iris-versicolor
+51,4.3,3.0,1.098870139996024,0.1,Iris-setosa
+52,5.713803161695139,2.836843338795728,4.264013164659622,1.3108721939851793,Iris-versicolor
+53,6.110529607777534,2.5995534642522626,5.590914752752151,1.422436782011551,Iris-virginica
+54,5.7678102160539675,2.776826880731993,5.095922417258367,2.4003116057299367,Iris-virginica
+55,4.8129042890937415,3.4003870254996724,1.6491681848981166,0.20339968795645202,Iris-setosa
+56,6.805236163027318,3.201554187301025,5.827923302390608,2.2697590076117797,Iris-virginica
+57,5.672325553085087,2.9921786803583235,4.15189807456578,1.2352559479956668,Iris-versicolor
+58,5.804873375287322,2.710276059678702,5.091068785467727,1.9398265922636386,Iris-virginica
+59,5.0007871606582945,3.0,1.6068363748936831,0.2017224037008178,Iris-setosa
+60,4.986565447771818,2.0000008479133955,3.316095838990632,0.9747243993854475,Iris-versicolor
+61,6.82384656282231,3.0795205035594324,5.09174098722998,2.294323348944677,Iris-virginica
+62,4.805128561923806,3.3975660730978494,1.8899852430453554,0.19870445043445606,Iris-setosa
+63,4.606052360074197,3.1151565769467244,1.5276190416652689,0.20193275896057458,Iris-setosa
+64,4.3,3.0,1.105902940736966,0.1,Iris-setosa
+65,5.4746692835846185,3.0,4.537666401308215,1.502318381439319,Iris-versicolor
+66,5.408916958459239,2.433995429203034,3.662169597948821,1.0574271037866996,Iris-versicolor
+67,5.079469320147674,2.473032871724384,2.976692305220606,1.1096040157206475,Iris-versicolor
+68,5.3399341556322835,2.47956276223773,3.5744807758700423,1.0555438488761761,Iris-versicolor
+69,4.589845667925426,3.1163646163569223,1.4707971103744935,0.20026629515830738,Iris-setosa
+70,5.0048882914404285,3.0,1.7924625913337289,0.2009463060630733,Iris-setosa
+71,5.00830933417613,2.0000005908307665,3.5985801398405144,1.0356988715480284,Iris-versicolor
+72,4.818838788861701,3.0,1.401596051224899,0.29428655647575397,Iris-setosa
+73,5.482669595521017,3.0,4.5137172460387225,1.4989610537566032,Iris-versicolor
+74,5.5484868100061355,2.410954003431162,3.760119075021984,0.9859315756807648,Iris-versicolor
+75,5.6136023924316705,2.9191081124422746,3.716921002077637,1.3041090669601485,Iris-versicolor
+76,5.247413025582184,2.740472563316097,3.9789411716978,1.4289451403419735,Iris-versicolor
+77,4.543842123044033,3.1143700346873135,1.4807934451258429,0.20046759657466987,Iris-setosa
+78,4.97477566035433,2.000000453831958,3.3461088263430527,0.9001727567795075,Iris-versicolor
+79,6.512445931240071,3.187120008764781,5.141091774355775,2.029627486339179,Iris-virginica
+80,4.300000589882351,3.0,1.1192700446845554,0.10000018815141284,Iris-setosa
+81,5.099541105343708,3.410008054597389,1.3905979694323012,0.2005724098763152,Iris-setosa
+82,6.101443624397645,2.6061308401875625,5.579837565554348,1.415421720147065,Iris-virginica
+83,5.993081420253699,3.395986045778978,4.484451872431439,1.5743655889940933,Iris-versicolor
+84,6.789263320191503,3.0815684393027314,5.1361372074472325,2.3012181467465944,Iris-virginica
+85,7.686500273966076,3.0,6.031872783093252,2.279977683498435,Iris-virginica
+86,7.899998553820687,3.8046309789015877,6.362962591476581,1.9921966024776496,Iris-virginica
+87,7.691528519679289,2.7919362359669155,6.706684007560004,1.9966099388945413,Iris-virginica
+88,7.703513939218506,2.6068128673899036,6.9,2.2895196019660466,Iris-virginica
+89,4.394933584640949,2.929984808500816,1.3830094550793235,0.19934990005881964,Iris-setosa
+90,6.007645520986427,2.195825136377362,5.006378025480248,1.5077983788042901,Iris-virginica
+91,6.200497050799822,3.3325761404872196,4.666151706151978,1.6099522420355707,Iris-versicolor
+92,6.561309613848756,2.8030621526648787,4.677599028410901,1.4565163338538738,Iris-versicolor
+93,6.047662104005274,2.816223089532579,4.636746207439479,1.2845673544362826,Iris-versicolor
+94,6.667059081536158,2.507333371476539,5.759176118106688,1.7963576489989763,Iris-virginica
+95,5.446778381495435,3.0,4.508123940182452,1.4964216646894606,Iris-versicolor
+96,5.1823034995737975,3.4076214700302834,1.3930230909305243,0.19655722420503907,Iris-setosa
+97,7.700371170428514,2.6127687483542408,6.899998649744258,2.3130923225181355,Iris-virginica
+98,7.693801063181337,2.5988884226516973,6.9,2.3007442482899907,Iris-virginica
+99,7.678984108946206,2.779587690647814,6.686286144594883,1.991047254188304,Iris-virginica
+100,7.729087661363941,2.604966270119234,6.899998992164473,2.291703956157069,Iris-virginica
+101,5.9852352041370125,3.4023719609160663,4.528359851168701,1.5866456963337525,Iris-versicolor
+102,5.509512897576191,3.0,4.500024268442452,1.4884163328765612,Iris-versicolor
+103,6.177897983307831,2.8322768025855933,4.762689260290284,1.7870035929823616,Iris-virginica
+104,6.99047510466984,3.098779089684764,5.155818681969837,2.300560075730692,Iris-virginica
+105,6.0094169265178845,3.3964138774169133,4.498805520129257,1.5883648260021033,Iris-versicolor
+106,5.676732419223266,2.923807369979405,4.232346367400906,1.2958402678542065,Iris-versicolor
+107,5.6517968099613265,3.0,3.911052168011876,1.2912177882990876,Iris-versicolor
+108,7.241421038181188,3.200662651226584,5.997174253287975,1.8239833586588996,Iris-virginica
+109,5.775576712503456,2.7288744572044816,4.217478279205373,1.0437886059491517,Iris-versicolor
+110,5.970312946041949,2.201229855043751,5.001387145945606,1.4962871622759908,Iris-virginica
+111,6.897829552883921,3.2016914020792275,5.720250809758229,2.3005006626236963,Iris-virginica
+112,6.263441973988886,2.4841360633304514,4.996238830920702,1.8656185238380136,Iris-virginica
+113,4.3,3.0,1.084752359261545,0.1,Iris-setosa
+114,4.404027716918357,3.1122850387438183,1.299444962420245,0.20075410901160842,Iris-setosa
+115,4.881120718717074,3.0973349568506596,1.5102545892481103,0.1,Iris-setosa
+116,6.83947682820459,3.104016198550178,5.203994394974469,2.2805185083473836,Iris-virginica
+117,6.7757982178302445,2.8035018046089557,4.7753820249435845,1.3783023559436751,Iris-versicolor
+118,5.68653912191465,3.7803638711208856,1.5766983448433685,0.3494829911663021,Iris-setosa
+119,5.017403585432996,2.00000052453882,3.423286497826266,0.8466827718878506,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.522832834755181,2.501215030813557,3.9886559731238846,1.3034026171709159,Iris-versicolor
+1,6.084585478807709,2.8967275236415424,4.729580891337201,1.396568013359144,Iris-versicolor
+2,5.983311776246101,2.703950318063197,5.024884535736523,1.894164859309718,Iris-virginica
+3,6.005789374901127,3.4004849610060464,4.48816172629802,1.59936368088521,Iris-versicolor
+4,6.319102207405493,3.2973947538097343,6.018360113486288,2.499999797628791,Iris-virginica
+5,5.72528773949549,2.9650177171854373,4.22252491453507,1.278594338396843,Iris-versicolor
+6,5.1935500228263995,2.5023973537865025,3.1682073602601015,1.010392505348097,Iris-versicolor
+7,5.794129829579478,2.7594034363148543,4.201218448838721,1.0816516006134766,Iris-versicolor
+8,6.611558956535857,2.863239949806755,4.648294214698831,1.5064129828445412,Iris-versicolor
+9,7.643730392899702,2.6053806562981956,6.899997842122374,2.278343742474183,Iris-virginica
+10,5.021330111367259,2.0,3.631463061825515,0.9572554590639867,Iris-versicolor
+11,5.924697730437304,3.201180535537035,4.781982142511469,1.8316794166759924,Iris-versicolor
+12,4.754476024294176,3.332341039135348,1.5653122290070287,0.20248472599788678,Iris-setosa
+13,6.767551860703627,2.5194589307667465,5.976417977736986,1.816829600354522,Iris-virginica
+14,4.984641730990292,3.6016233383729808,1.382203953141317,0.20170279876687638,Iris-setosa
+15,5.512372829227779,2.4576645843718548,3.9523432250839274,1.2325202348768838,Iris-versicolor
+16,4.80113524605193,3.395033420531122,1.824187982799045,0.20117902881345695,Iris-setosa
+17,7.686367822566773,3.0,6.184464310972882,2.274223978617583,Iris-virginica
+18,5.592672671464043,3.0,4.46968508852686,1.4859160926277268,Iris-versicolor
+19,5.966062555591392,3.406931323959167,4.484694856906695,1.5908840011276117,Iris-versicolor
+20,4.8466060607475585,3.3933286308101063,1.593669060033432,0.21694034976669258,Iris-setosa
+21,4.300000451138913,3.0,1.1129676582902404,0.1,Iris-setosa
+22,6.014592389356821,2.8969114629235806,4.584402968144955,1.4664959695490896,Iris-versicolor
+23,5.912326383240094,3.1880677025843016,4.813081411637449,1.7882990566672297,Iris-versicolor
+24,6.451685353720906,3.2146995821112894,5.24410166545381,2.1789458693636123,Iris-virginica
+25,7.899998743716273,3.7659656218136175,6.384693056212567,2.0250390862376353,Iris-virginica
+26,4.809566636277262,3.0,1.402506490462387,0.10000011242637795,Iris-setosa
+27,7.9,3.764022778485512,6.360357349914633,1.9362707785103803,Iris-virginica
+28,5.338883869992839,3.4016823829610168,1.4904001284556696,0.4880895362622706,Iris-setosa
+29,6.109509303680433,2.5860382749220867,5.52082419079467,1.4225578217068566,Iris-virginica
+30,4.428590853982041,3.139601487691637,1.3446491807340457,0.20103670110635402,Iris-setosa
+31,6.695366694315474,3.0,4.986514921117393,1.6864450923358456,Iris-versicolor
+32,6.298794002976182,2.681773511585296,4.91397545262147,1.7651906885722228,Iris-virginica
+33,7.707414253843673,3.0,6.107843220697035,2.2923230719461,Iris-virginica
+34,5.0272329183651685,3.6093245871367032,1.4060273475229979,0.20303548489399562,Iris-setosa
+35,6.27328158893825,3.4004088773650527,5.557261392810617,2.3802829928874365,Iris-virginica
+36,5.9708891847443315,3.401522074607457,4.523382541392162,1.6171610931342582,Iris-versicolor
+37,5.101899278067182,3.34078741111616,1.6881065482635615,0.49006181098869295,Iris-setosa
+38,5.208586057642215,3.3951427844513455,1.402446109790908,0.2028122454863431,Iris-setosa
+39,5.531786550123181,2.49962873622403,3.9385552127388785,1.1768468211061476,Iris-versicolor
+40,5.849962028655895,2.6901347412763923,4.136959567938734,0.932221358917177,Iris-versicolor
+41,6.746268110746034,3.180468439243777,5.723682294026743,2.292184174103061,Iris-virginica
+42,6.710615467850652,3.0,4.977700337625352,1.7021591631278161,Iris-versicolor
+43,5.777782919936445,2.792545585097185,5.087005795235352,2.409090785676046,Iris-virginica
+44,5.411383567739618,3.8976837003152647,1.3430949527134708,0.3458772627010122,Iris-setosa
+45,4.999271472826726,2.0000006798053414,3.355663193184736,1.0047184877451292,Iris-versicolor
+46,4.300000461946318,3.0,1.1024997372704015,0.10000010628898585,Iris-setosa
+47,5.055968546579925,3.598000725384058,1.4027390750967947,0.2038687753312323,Iris-setosa
+48,5.813732865133346,2.6605330830548226,4.0821275583648955,0.8918908160362367,Iris-versicolor
+49,6.187120003657804,2.8111789900697515,4.774564593904791,1.8024862299788005,Iris-virginica
+50,6.013690891352705,2.196464324498952,5.025130181882399,1.4868880210475057,Iris-virginica
+51,6.249983232235099,2.1692414973577163,4.446277091953523,1.5056543523712063,Iris-versicolor
+52,5.496383687708231,3.0,4.44833058495938,1.4638117159089528,Iris-versicolor
+53,6.084008749905408,2.189447225026256,4.157496667033894,1.1319677211829182,Iris-versicolor
+54,5.989937894907757,2.8096571711128537,4.6504986389600145,1.2575513103826808,Iris-versicolor
+55,5.81491891076354,2.698362126769035,5.104677668946634,1.9143833984505076,Iris-virginica
+56,5.8799242333245685,3.1891884810218616,4.79152715107477,1.7873290555006147,Iris-versicolor
+57,5.900242450695463,3.2063309709988,4.792129122730549,1.7765623284875205,Iris-versicolor
+58,5.800354107677636,2.6951223388721837,5.119935599329587,1.894684133559729,Iris-virginica
+59,6.778685455132288,3.2032585682369143,5.5783159642400975,2.286839853973176,Iris-virginica
+60,6.177558083028455,2.1974526961447243,4.480220595012879,1.490030367136172,Iris-versicolor
+61,6.038452181351859,2.2029078958970896,5.032238773172633,1.5062749658242574,Iris-virginica
+62,6.374262339302379,3.2101072724648745,5.309649971038758,2.266646709885678,Iris-virginica
+63,6.193810948757715,2.8081370583617296,4.774353192269557,1.7997577574837094,Iris-virginica
+64,5.456793549388769,3.0,4.517401979245835,1.4964210694886553,Iris-versicolor
+65,5.114664966378202,2.537426040041441,3.335770045297792,1.2441688740061778,Iris-versicolor
+66,4.300001101819945,3.0,1.1153530395335034,0.10000009061594213,Iris-setosa
+67,6.189873931566498,2.2117605840274415,4.51359401902958,1.503493208722064,Iris-versicolor
+68,5.8597846890709935,2.8271225249587477,4.592808181329292,1.3277229641703512,Iris-versicolor
+69,7.055863935594808,3.1248418612247777,5.421671950007493,2.273410547312536,Iris-virginica
+70,7.688449909433901,2.7963268537485915,6.685493131197128,2.0292542541631953,Iris-virginica
+71,6.627404846464562,3.0,4.460664433652501,1.4219417810320494,Iris-versicolor
+72,6.527696155124063,3.0,5.898419845738159,2.18556962111047,Iris-virginica
+73,5.6053335606488375,2.934768483470047,3.76088014234505,1.2956356739993278,Iris-versicolor
+74,5.025399015250875,2.0000010146398526,3.528215556917454,0.899522808513542,Iris-versicolor
+75,4.597069064142008,3.1128875916186116,1.5151925357979255,0.20078010562135998,Iris-setosa
+76,5.150128461509575,3.4701169655825166,1.3933312794085269,0.2012153206876999,Iris-setosa
+77,4.3,3.0,1.1229092744085396,0.1,Iris-setosa
+78,6.6642598850623616,2.8186817902830583,4.705697641114481,1.4623058815501637,Iris-versicolor
+79,4.3,3.0,1.083994487703138,0.10000009687260208,Iris-setosa
+80,4.982500529958391,3.3919000500397942,1.5952020646700475,0.48451115650593546,Iris-setosa
+81,5.621147144111393,2.9507763240464135,3.6876149193685137,1.2619588138799267,Iris-versicolor
+82,6.13657152106797,2.9031763927523313,4.718017370440588,1.3898120386567907,Iris-versicolor
+83,4.3,3.0,1.103999098822921,0.10000012377185351,Iris-setosa
+84,4.6012438358604415,3.0448227110902897,1.481959014859102,0.2004160521060039,Iris-setosa
+85,5.0182102077913475,3.6223498301325514,1.3861214203117598,0.1989680725801654,Iris-setosa
+86,7.001199947627805,3.084904176872076,5.08387652389548,2.306650447321025,Iris-virginica
+87,6.286882947919375,3.4086786836196405,5.621425813493254,2.4030163167839076,Iris-virginica
+88,6.195520551558649,2.8029447030169727,4.786101279074333,1.7867393107359673,Iris-virginica
+89,5.090873861820653,3.3438471808515127,1.5776957760306087,0.5185408685507011,Iris-setosa
+90,4.3,3.0,1.1069639414595571,0.1000001323964702,Iris-setosa
+91,6.18164375478903,2.2036599224072013,4.512593084199349,1.4940495965107428,Iris-versicolor
+92,6.049760556918295,2.9000891570850817,4.544200041994602,1.514818589749508,Iris-versicolor
+93,5.248209778183554,2.8109377289065445,4.069275882986354,1.4580258317852597,Iris-versicolor
+94,6.5022697509616885,3.0,5.853763674303782,2.1942824438258954,Iris-virginica
+95,7.625235909272579,3.0,6.617108665537603,2.10691056875759,Iris-virginica
+96,4.80997596851424,3.396861998775697,1.831349100223126,0.19913830940081617,Iris-setosa
+97,7.9,3.8660274358613114,6.410866048613287,2.0252178124629734,Iris-virginica
+98,6.818411796800585,3.1965705818546617,5.735438586032214,2.292319697476864,Iris-virginica
+99,5.54464318320266,2.4614581993020472,3.7971649954961277,1.0736473303441758,Iris-versicolor
+100,5.42468590535256,3.873731651040471,1.3050036014112925,0.38355133476752185,Iris-setosa
+101,7.697714588239144,3.0,6.122900483636444,2.2767658023646464,Iris-virginica
+102,5.965395667563496,3.4099508910538754,4.438520307914171,1.5920436831020286,Iris-versicolor
+103,6.690259947712098,3.0,4.960922613752318,1.685653771435633,Iris-versicolor
+104,5.197501890387485,2.5025684874615113,3.5915825364366247,1.1370563325270657,Iris-versicolor
+105,5.788599520771953,2.7982291478821946,5.169192037857372,2.398307825240588,Iris-virginica
+106,4.300000884438122,3.0,1.1088805476483938,0.10000012852897884,Iris-setosa
+107,7.635409833717212,3.0,6.619532731153735,2.106120983687712,Iris-virginica
+108,4.564389030065683,3.6425220088768095,1.0,0.19998797359928705,Iris-setosa
+109,5.788924620815166,2.6514065341502384,4.101905196633601,1.0095812779932425,Iris-versicolor
+110,7.637578192571297,3.0,6.628780600451855,2.0719361053016425,Iris-virginica
+111,4.795061486566453,3.4045134062166604,1.596264482785277,0.19938783679567018,Iris-setosa
+112,4.80585678052293,3.4013820905458427,1.7249607141389227,0.2013526016864263,Iris-setosa
+113,4.808425473913458,3.0,1.4180595801440072,0.1,Iris-setosa
+114,6.697063889303253,3.0,4.9064243018946865,1.611694267709869,Iris-versicolor
+115,6.188144895200178,2.788569493536833,4.8262291991541115,1.8051665793222915,Iris-virginica
+116,6.107409642279706,2.7775043187836235,4.719128175153187,1.172670601740472,Iris-versicolor
+117,5.052010750586438,2.000000831588255,3.6029708191792675,1.0503876420983707,Iris-versicolor
+118,4.606845144509779,3.212785039428619,1.4197880423368787,0.19761497480499562,Iris-setosa
+119,4.679291367608734,3.0674631336901124,1.495499279707782,0.20425494287996626,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.096797458876666,3.2953064388556808,1.7131936634465237,0.5417385382397675,Iris-setosa
+1,6.243494938190553,3.394347016063494,5.520639999024699,2.353087979250267,Iris-virginica
+2,6.296240519460595,3.290644727902288,6.032267038529025,2.4999997925490116,Iris-virginica
+3,5.697414193831747,2.891673196968936,4.272961565279157,1.333646956534582,Iris-versicolor
+4,5.104220059643072,2.478857307972774,2.953192841108508,1.1355227310071911,Iris-versicolor
+5,4.3,3.0,1.1083148034760972,0.10000009896288167,Iris-setosa
+6,4.79585972177125,3.0,1.4157677190797904,0.10000009358589404,Iris-setosa
+7,4.3,3.0,1.0916495501009826,0.1,Iris-setosa
+8,5.79149501388873,2.701209320856638,5.10225462569699,1.888281455691564,Iris-virginica
+9,5.491427077732834,3.0,4.534409524085435,1.5013352510689233,Iris-versicolor
+10,7.033575867557924,3.150818538438226,5.618010533287375,2.290617396711095,Iris-virginica
+11,6.027986827889782,2.2201910525758812,4.999354307360127,1.49312327737137,Iris-virginica
+12,7.601400956872203,2.914129093555863,6.625996012555925,2.026398047059165,Iris-virginica
+13,5.690864227484082,2.7845941296123975,4.440519857068555,1.2722379982618035,Iris-versicolor
+14,5.100880522997212,3.3507492613797325,1.6223388965496388,0.5230600167315076,Iris-setosa
+15,5.1176655188797895,3.8460573501824586,1.7731848359945828,0.20007819675277844,Iris-setosa
+16,7.89999842132389,3.7908986212181373,6.390767215266536,2.004078835889173,Iris-virginica
+17,4.839842699807351,3.0,1.442832401024874,0.1,Iris-setosa
+18,5.796288169371865,2.6936378988941074,5.116277299063437,1.9018715645917683,Iris-virginica
+19,5.852572753433391,3.1971969508093676,4.782198228246034,1.780170752992781,Iris-versicolor
+20,6.015132162194983,2.9233093380932806,4.488091514061205,1.4956571527535507,Iris-versicolor
+21,7.6996665000623326,2.613460167973766,6.899998306945195,2.302585173238403,Iris-virginica
+22,6.28616964428409,3.2969820839948745,5.937466611935762,2.499999683028027,Iris-virginica
+23,7.1550209690994215,3.210762848924377,6.030658519890915,1.820792393051225,Iris-virginica
+24,5.795608437812248,2.8111954886699317,5.10768257358401,2.4030106504891457,Iris-virginica
+25,7.715943687260501,2.594284212326993,6.9,2.3087781580931797,Iris-virginica
+26,5.996799022044663,2.2346073776871846,4.110237758357357,1.065564653417078,Iris-versicolor
+27,7.899999004950157,3.844496107035102,6.41134609898652,2.006134912835542,Iris-virginica
+28,4.805839676194403,3.0,1.403160112028789,0.1,Iris-setosa
+29,6.668895442183318,3.0,4.609607284348791,1.4250423202581017,Iris-versicolor
+30,4.981803769694376,2.0000005310102025,3.570967446458962,0.8971533764058904,Iris-versicolor
+31,6.692612122507588,3.0,5.0111811211323625,1.6999651087972076,Iris-versicolor
+32,5.396054270394723,3.9257557853703746,1.2660448597340195,0.38548417434478494,Iris-setosa
+33,5.48801345867779,3.5824418865382994,1.50575498478484,0.3052723761259356,Iris-setosa
+34,5.049749000950555,3.2936655779827535,1.6294232363372771,0.5251743551052898,Iris-setosa
+35,6.48012324098039,3.1612190804752895,5.077994409883706,2.0477028696467436,Iris-virginica
+36,6.063874875795885,2.5909337276137787,5.578842634453563,1.3966124466148988,Iris-virginica
+37,6.12428910576183,2.829488027001287,4.709106460543748,1.264468256116337,Iris-versicolor
+38,4.3,3.0,1.1035833873201595,0.10000009665714836,Iris-setosa
+39,4.776311840118027,3.390768734533649,1.6891801064543412,0.1996611436460296,Iris-setosa
+40,5.1714093675853094,2.703760799733649,3.9160219354463273,1.4104861262823012,Iris-versicolor
+41,6.283356572387506,3.2989118101066386,5.9751158063172625,2.5,Iris-virginica
+42,5.608703018777926,2.5104458282569073,3.9356851961300414,1.106217051611844,Iris-versicolor
+43,5.009386557009186,3.580548237282728,1.4004341927881454,0.19795708342780505,Iris-setosa
+44,4.884536734928115,3.0570369209515618,1.4956501484226656,0.1,Iris-setosa
+45,5.523556539928202,2.3558985288423653,3.704606774061887,0.8543866846087207,Iris-versicolor
+46,5.063997555644787,3.7848160424744544,1.5711329389431696,0.20420449981301791,Iris-setosa
+47,4.3,3.0,1.101560422428865,0.1,Iris-setosa
+48,4.807217088677198,3.4056063719314,1.8128354326497305,0.20112206476036315,Iris-setosa
+49,4.987729543876148,2.0,3.3461834590230475,0.9233517329025845,Iris-versicolor
+50,6.007539926237903,3.3922752393587556,4.522026820313284,1.6033986835823966,Iris-versicolor
+51,5.648416681360851,2.8986900200353056,3.943374760810858,1.3346024988552536,Iris-versicolor
+52,6.872097514232665,3.0958196730497396,5.091102218124975,2.294539104711312,Iris-virginica
+53,6.090705402872602,2.777114849226286,4.690861077600275,1.180373328857182,Iris-versicolor
+54,6.276950727022313,3.2948347794843706,6.017810090341126,2.4999998032948776,Iris-virginica
+55,6.716387428069774,2.501792310725016,5.868786755934782,1.8089130279688959,Iris-virginica
+56,6.040836726168969,3.38854629904555,4.554331491956557,1.604570479377508,Iris-versicolor
+57,4.3,3.0,1.0907134070227829,0.1,Iris-setosa
+58,4.805290147399275,3.4085487089153754,1.9701155909439865,0.1966048733186997,Iris-setosa
+59,6.333615671093657,2.622644972348433,4.943886522330001,1.8181217040495916,Iris-virginica
+60,6.294577828669969,3.305644483955641,4.674400957247162,1.5972180285802633,Iris-versicolor
+61,6.20154300771613,2.2140331976092744,4.502161842370439,1.4839300514826883,Iris-versicolor
+62,6.977781122445596,3.083311789774858,5.077439246123277,2.3021111807565258,Iris-virginica
+63,4.804928696684434,3.394619391579948,1.695923484081917,0.19466131648744156,Iris-setosa
+64,7.63912306949177,3.0,6.382044137017978,2.207970315101428,Iris-virginica
+65,6.143337658320384,2.612550517600026,5.593558712832558,1.44028914996305,Iris-virginica
+66,6.709541825122037,3.0,5.008520495580254,1.7058349668655683,Iris-versicolor
+67,6.472001294393243,3.204932880740736,5.107060821682079,2.040812894147433,Iris-virginica
+68,5.005456002889154,3.4051501873660466,1.7124226683167572,0.42319207003651094,Iris-setosa
+69,6.06945771308672,2.5958958449865013,5.603024118722767,1.3770957808374986,Iris-virginica
+70,6.302365029343725,2.4867595289363997,4.98580994745331,1.8979312675212014,Iris-virginica
+71,6.030010668537868,2.217300666684314,4.970568467315913,1.4977425793006576,Iris-virginica
+72,4.395916420235094,3.1865934737181094,1.284459160694561,0.2026577580610875,Iris-setosa
+73,7.89999874608391,3.8336334151704765,6.3951535260913035,1.9955985129205174,Iris-virginica
+74,5.82810051735024,2.8132334235493928,4.591034960866316,1.2792721247829562,Iris-versicolor
+75,5.810915831785346,2.78100116566372,5.080247655027653,2.4130135281768874,Iris-virginica
+76,5.389579506822996,3.8993269488942097,1.2918825941811627,0.44429544005473587,Iris-setosa
+77,5.606809535900026,2.9022674641834527,3.61331280220838,1.2922937190886794,Iris-versicolor
+78,6.679990710642068,3.0,4.991700228063846,1.7046385026759563,Iris-versicolor
+79,5.776622566935671,2.6996966985054613,5.0861557604627885,1.8936350074892077,Iris-virginica
+80,5.086697864538588,3.240574421973035,1.6702678829218263,0.38559559514306974,Iris-setosa
+81,6.695415504802875,3.0785632374653393,4.768645868212502,1.5296898996209598,Iris-versicolor
+82,5.64606732813342,2.786989727840044,4.3353290925067425,1.3550958877226147,Iris-versicolor
+83,5.726393239863968,2.7820258094142183,4.402836518681966,1.2374940924212785,Iris-versicolor
+84,5.798048880149428,2.7041607488120096,5.10498981392276,1.9225659015530097,Iris-virginica
+85,4.580212943968345,3.2074030056372425,1.3738751763872912,0.1958578567092578,Iris-setosa
+86,6.010138523383303,2.2332884355127347,4.994033190085189,1.4989246797263478,Iris-virginica
+87,4.824366304719982,3.403934673577875,1.7953526289086976,0.20360609195767265,Iris-setosa
+88,6.000275100862734,2.2174325330342857,4.993995189790988,1.503615180612152,Iris-virginica
+89,5.892031156446818,3.2103339035619514,4.823227140246381,1.772061917187535,Iris-versicolor
+90,5.515388018137543,4.2,1.403254156613279,0.20825991191028273,Iris-setosa
+91,5.680935308985177,2.877524292679643,4.380027076295192,1.3019456052947576,Iris-versicolor
+92,4.754112542700613,3.3963419322348756,1.974087943350487,0.19962836760417918,Iris-setosa
+93,5.485941926132762,4.199999281868138,1.4025552081999246,0.19907910933832218,Iris-setosa
+94,4.59256202185877,3.628378785285892,1.0,0.19439221840239412,Iris-setosa
+95,6.339920585101688,3.2932869072859843,6.038720298396227,2.4999996261734907,Iris-virginica
+96,5.0342394926941605,3.3743335587188823,1.6353978620707512,0.5080856147855917,Iris-setosa
+97,6.023584166108816,2.2041525470902443,5.000293767283346,1.507579738222531,Iris-virginica
+98,5.106178847103008,3.2809827583076254,1.6294384396201484,0.3694235050350786,Iris-setosa
+99,5.812159440314948,2.8161832526125767,5.189570694635257,2.405382769451874,Iris-virginica
+100,6.676436414296984,3.0,4.981732166278297,1.6716009338670301,Iris-versicolor
+101,5.615351852151244,2.8946730760155566,3.662122314316387,1.2716788916332384,Iris-versicolor
+102,4.922595741994451,2.0,3.5334826552015643,1.0189160460567936,Iris-versicolor
+103,6.105290409979444,2.6017194069966987,5.618514204855336,1.3977871973191298,Iris-virginica
+104,5.5457034352301475,2.5534977144868063,3.879433930437136,1.1831188166642288,Iris-versicolor
+105,4.774293780987808,3.0,1.4063556226890341,0.2775259944385493,Iris-setosa
+106,5.721735775457058,3.0,4.228103725154604,1.2255015813543526,Iris-versicolor
+107,5.481298982980353,3.0,4.445554830742919,1.48287974843583,Iris-versicolor
+108,6.733837393436153,2.5042786859769457,5.890808261182147,1.818029100168201,Iris-virginica
+109,5.037206455621858,2.0,3.4718710536714905,0.9863087750471898,Iris-versicolor
+110,5.807061661161768,2.7928137128951143,5.123579748036489,2.381342935470573,Iris-virginica
+111,6.642493126203818,3.0,4.489008297779294,1.4051394288737242,Iris-versicolor
+112,6.054273627785625,2.9084714728226113,4.614207798111303,1.443165226006868,Iris-versicolor
+113,7.9,3.7600720522900324,6.408992868419067,2.0426937253853086,Iris-virginica
+114,4.584582671021858,3.6477477139223655,1.0,0.20073511460897214,Iris-setosa
+115,7.605512384799524,3.0,6.60940678237866,2.1118703899079634,Iris-virginica
+116,5.318232983298731,3.3859328391991053,1.511367080232546,0.46903669577556384,Iris-setosa
+117,6.0155439978522045,2.2040797700273207,5.012475887790157,1.4984652357891823,Iris-virginica
+118,6.266245569791248,2.605966788855922,4.9327802069815245,1.8513785889622971,Iris-virginica
+119,7.9,3.83979734805923,6.389998397475933,2.0386395888242705,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.447000115717665,3.1677880280605972,5.277500455912124,2.2937174146439974,Iris-virginica
+1,6.616422818784609,3.0,4.410386529032011,1.3933003727494544,Iris-versicolor
+2,5.476869747460068,4.2,1.379703808517678,0.1969089802653804,Iris-setosa
+3,5.091199832408442,3.2915984559822604,1.8140326188327751,0.5144361138568935,Iris-setosa
+4,5.8155222517937695,2.812620784756876,5.093019384083061,2.373110895452125,Iris-virginica
+5,5.9260139972416255,2.8418509814200688,4.606013933041658,1.3075989366214797,Iris-versicolor
+6,5.689077455648548,3.0084304359715563,4.596874913712992,1.5807983265803636,Iris-versicolor
+7,5.787973413533124,2.6884974303150964,4.10268238665748,0.8862099793736178,Iris-versicolor
+8,6.370713191958414,3.204697821626969,5.214130191558158,2.1532554826448047,Iris-virginica
+9,4.3,3.0,1.0949337380955024,0.1,Iris-setosa
+10,4.798141793319392,3.3988504526989,1.7291251467002562,0.20078449671702644,Iris-setosa
+11,5.371257042521991,3.8798109353322,1.3022174679937892,0.41842657475139455,Iris-setosa
+12,7.9,3.8691595264715954,6.4550010493278425,2.040603454316423,Iris-virginica
+13,5.6683325088501775,2.575683114464476,4.026393314221161,1.1554461302108388,Iris-versicolor
+14,5.403063300250503,3.0,4.495201371916372,1.4884323868721392,Iris-versicolor
+15,5.813472119334196,2.695315638368865,4.075498025088414,0.9094426275113775,Iris-versicolor
+16,6.0442414231963655,3.1829971225056117,4.847510622258419,1.7638511523564997,Iris-versicolor
+17,4.80403714852803,3.0,1.4022401992173852,0.33154351193342785,Iris-setosa
+18,5.085430256045997,3.7566669316663224,1.5989331491627656,0.1952767863631833,Iris-setosa
+19,4.580877552802474,3.647609383217359,1.0,0.19407343854842693,Iris-setosa
+20,6.776132363831185,3.1803053912563675,5.865627416317609,2.2860527295015722,Iris-virginica
+21,6.100550074713377,2.9068058272234665,4.69028093146162,1.4170814346117653,Iris-versicolor
+22,6.151790211008296,2.276651365087287,5.011042708082997,1.6501635125168177,Iris-virginica
+23,4.300000667796367,3.0,1.1023821481186205,0.10000009671733069,Iris-setosa
+24,6.254195901352045,3.2934557089151615,5.940019305387866,2.499999688572599,Iris-virginica
+25,4.841082194786973,3.0,1.4213482918604199,0.10000011380185089,Iris-setosa
+26,4.4061983025924105,3.200083646938386,1.3023735823631646,0.1995412705770478,Iris-setosa
+27,6.591950466610409,3.0,4.431585397741786,1.3954164374233682,Iris-versicolor
+28,4.597866746725547,3.626176738076476,1.00000039708469,0.2005296004128044,Iris-setosa
+29,5.825329956078178,2.7353327758657473,4.183987161021681,1.0719575619127943,Iris-versicolor
+30,5.813611115729477,2.8234803389686327,5.092261493181475,2.400302924943057,Iris-virginica
+31,6.584537139910983,2.5024882438286657,5.707394062944364,1.783422626764314,Iris-virginica
+32,5.67300427442223,3.0,4.2479674891834796,1.2768660852130675,Iris-versicolor
+33,4.817919148643234,3.0,1.4048244420110794,0.32607475917083223,Iris-setosa
+34,4.62707348687646,3.601272576218581,1.0,0.20201798635689422,Iris-setosa
+35,5.000581572184444,3.0,1.6629935367617104,0.19572974940613785,Iris-setosa
+36,6.2476077306063695,3.358899466445002,5.291869514703806,2.2091916322275145,Iris-virginica
+37,6.139271074256467,2.855530177001158,4.542914191812741,1.4669613731982112,Iris-versicolor
+38,6.204896522791097,3.394087425419572,5.501399109572311,2.3065042364939883,Iris-virginica
+39,5.1811709105063,3.4062557253207766,1.3926533852417986,0.19922978756801962,Iris-setosa
+40,6.105394807191168,2.8793881651745576,4.53639783237806,1.5032546867505026,Iris-versicolor
+41,5.372616213902061,3.3942908412140005,1.5199124950051748,0.4277531921225981,Iris-setosa
+42,5.696594724166279,3.0,4.222001715625392,1.2231438450973033,Iris-versicolor
+43,5.343277472040733,3.0,4.4373157176298115,1.5003020306702195,Iris-versicolor
+44,6.498398177039686,2.797461184502136,4.549070932232597,1.5220267129998668,Iris-versicolor
+45,5.125020602376988,2.4654180319065166,2.8501090548390824,1.082012393951359,Iris-versicolor
+46,6.571420076286802,3.0,4.4113391816236485,1.4033276044471859,Iris-versicolor
+47,5.5160394985342664,2.412765632537049,3.7851100744351593,0.9808903679727505,Iris-versicolor
+48,5.856153629143459,2.800595812503488,4.610799369881463,1.2268313563720972,Iris-versicolor
+49,5.032547245522527,3.7899499179128044,1.5816047990576942,0.19684534378072122,Iris-setosa
+50,5.152840815334946,2.559926363623002,3.427136654421565,1.1850258749053537,Iris-versicolor
+51,4.978743822243238,3.0,1.5736082360783548,0.19973360286541375,Iris-setosa
+52,7.67473930168026,2.6008299516095557,6.899998907684804,2.302965294093965,Iris-virginica
+53,4.789878814357065,3.3982970762229345,1.795968026628806,0.19704920940123555,Iris-setosa
+54,7.120352629972655,3.200311077920082,6.013282986843926,1.7706875592131333,Iris-virginica
+55,5.036691557924847,2.0000006435115663,3.616319304533855,1.0058834834259447,Iris-versicolor
+56,7.611541203010589,3.0,6.607078498814804,2.0694767770049096,Iris-virginica
+57,5.6994583662437455,3.0,4.222775328423003,1.1944147287395477,Iris-versicolor
+58,6.285928750438322,3.4058714192233768,5.610353022165976,2.397675125757142,Iris-virginica
+59,7.694749045567305,2.586642272853662,6.9,2.288498254009653,Iris-virginica
+60,4.924978818614884,3.113403826696277,1.4968520059372785,0.1,Iris-setosa
+61,5.201046632336572,2.5084611264595327,3.401376121874792,1.1149926432830481,Iris-versicolor
+62,6.494518233683469,2.811879072831573,4.580078863769877,1.4932071196851258,Iris-versicolor
+63,5.475888156690726,3.0,4.539641566254175,1.5060715415359187,Iris-versicolor
+64,4.7919136114451755,3.398074759308064,1.8031042164148938,0.20132177489477485,Iris-setosa
+65,4.3,3.0,1.0973819431724474,0.1,Iris-setosa
+66,6.37497820007306,2.7973439473402646,4.585073277860566,1.4749820429513654,Iris-versicolor
+67,5.04123782404782,3.6132075324228152,1.3970199314721687,0.20092335647942167,Iris-setosa
+68,6.0599989333003315,2.7907590840916647,4.688071474786446,1.2187521005160953,Iris-versicolor
+69,5.540005838087566,3.0,4.5313168566007676,1.5154016603493385,Iris-versicolor
+70,7.623820180841923,3.0,6.522511026111911,2.184614820081207,Iris-virginica
+71,5.458837138298676,4.199999151525096,1.3888484018491447,0.2120376595180735,Iris-setosa
+72,4.3,3.0,1.0945746165459322,0.1,Iris-setosa
+73,5.031113295066806,2.000001034534499,3.5684082482681054,1.0265655567996002,Iris-versicolor
+74,5.502909516238308,3.4913226010475467,1.5184609423898459,0.3672015209629767,Iris-setosa
+75,5.033711962469629,2.0000006211806935,3.6146637357481217,0.9568869942333084,Iris-versicolor
+76,4.980007828345767,2.000000580957737,3.33817910139887,1.0098096120537394,Iris-versicolor
+77,6.055676119835274,2.249284389364743,4.998878171931511,1.5539274951051094,Iris-virginica
+78,5.804410273587494,2.789821866449194,5.111346848307649,2.3658502011920226,Iris-virginica
+79,5.394872117754157,3.0,4.476424027460837,1.5022731174535477,Iris-versicolor
+80,6.787053712836955,2.8153624371675288,4.804242358022421,1.4203577427543268,Iris-versicolor
+81,5.615641181445494,2.517024982385807,3.836151450572253,1.0713607603615287,Iris-versicolor
+82,5.174621108990029,2.51657175026515,3.4943108916029733,1.1936660327983193,Iris-versicolor
+83,5.7787025377378605,2.707382678798173,4.140759039099812,1.0176328309462852,Iris-versicolor
+84,5.008397687728913,3.0,1.7537219365547632,0.2048101045221495,Iris-setosa
+85,4.3,3.0,1.0957017618536145,0.1,Iris-setosa
+86,5.92561651070923,3.206575778846125,4.8116877196076455,1.790043350053365,Iris-versicolor
+87,6.017359360380849,2.20951417922094,3.9910170435313814,1.0143472037304677,Iris-versicolor
+88,4.626233317764864,3.189650058175928,1.3997640529813298,0.20195909670914966,Iris-setosa
+89,6.429050115979295,3.1753036476822887,5.169709769288322,2.1510129516303484,Iris-virginica
+90,6.536557611309883,3.165210050881677,5.227113674950658,2.276481196945864,Iris-virginica
+91,5.88523638751806,3.1908403557658387,4.766735099829136,1.7723604840538922,Iris-versicolor
+92,5.693487447731443,2.786643675882036,4.474788809804522,1.261679337787931,Iris-versicolor
+93,5.3031776134773825,2.5523615891114195,3.8150970733386687,1.3316810118525488,Iris-versicolor
+94,7.708124957085707,2.806664667309901,6.700464691384086,1.9973577190392386,Iris-virginica
+95,6.875331313308461,3.1044196471125387,5.144382115417009,2.283906307812688,Iris-virginica
+96,6.706305043037779,3.0,4.978028483112899,1.696170778185323,Iris-versicolor
+97,6.296051773190353,3.3902704472190877,5.610388688396038,2.3956090870691664,Iris-virginica
+98,4.39224297375457,2.8944733762521437,1.3862900133427098,0.19673282938191355,Iris-setosa
+99,5.953506099831463,2.1760207799131384,4.958684164735196,1.455863451102164,Iris-virginica
+100,7.159167294484995,3.193065875236862,6.020178307824786,1.8251995686899092,Iris-virginica
+101,4.634078729401992,3.148406311316104,1.4359035853992845,0.19867981108726224,Iris-setosa
+102,7.706337942635563,2.561052600332271,6.9,2.3019192813175544,Iris-virginica
+103,5.111681650471814,3.4745336403726643,1.402791945549472,0.20130490762351583,Iris-setosa
+104,5.243605585340105,2.519148924002917,3.665612886872423,1.241849664634104,Iris-versicolor
+105,5.256046570207987,3.7878634527248676,1.3605487877125413,0.23948656522217177,Iris-setosa
+106,6.83024632470336,3.076780057668516,5.103327417553324,2.2901235692328985,Iris-virginica
+107,5.935944960482553,3.249259426380055,4.725171793548032,1.7079022939949147,Iris-versicolor
+108,7.704426847153752,2.8277834625926093,6.698776300703316,2.0286654286811663,Iris-virginica
+109,6.012617026544547,2.194068173854944,3.968519405234292,1.00479669191632,Iris-versicolor
+110,6.269493804721693,3.2978051201485084,5.951389007546427,2.5,Iris-virginica
+111,4.3000007422337685,3.0,1.1030911166852728,0.10000009458992319,Iris-setosa
+112,5.758339050402689,2.8062351631987426,5.111572294958165,2.412439892438055,Iris-virginica
+113,5.007239466251219,3.0,1.5975591442798132,0.19369353501154257,Iris-setosa
+114,4.509827231369034,3.2197442438483246,1.3757434845048229,0.19547256363444535,Iris-setosa
+115,5.001138529433783,3.6035430171973455,1.3891465801511487,0.19807176343267857,Iris-setosa
+116,7.685859209155925,2.7868494008003832,6.6973812849400565,1.982405560742019,Iris-virginica
+117,7.682939315744656,2.808988817009654,6.691228413558858,1.997604004010108,Iris-virginica
+118,6.062767661940424,2.748904320665839,4.648465741150987,1.127594848202496,Iris-versicolor
+119,6.267148208192716,3.327141861538555,4.672617626367559,1.6052172777486147,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.810040307265792,2.680737891540062,5.080966889768723,1.8880896066273605,Iris-virginica
+1,5.006535435836777,2.000000527258025,3.435999866997608,0.8382953967674112,Iris-versicolor
+2,4.573612916388542,3.0,1.4846132054005383,0.20219435903309388,Iris-setosa
+3,5.799502345179148,2.695939602371564,5.102294881753424,1.8895512194361117,Iris-virginica
+4,6.022491083439203,2.1984137811114692,5.037168179178531,1.5457694705825824,Iris-virginica
+5,5.018378574575863,2.000000604042834,3.4802873483773715,0.9738460298690783,Iris-versicolor
+6,5.656217746814886,2.9994617028121575,3.9390586418072555,1.261243790976609,Iris-versicolor
+7,4.300001107521312,3.0,1.1151918133860603,0.10000016043342062,Iris-setosa
+8,4.408557360496647,2.8915819147275004,1.3895569071470146,0.19463139667879814,Iris-setosa
+9,6.014225581550316,2.215090483685741,5.024668301048468,1.4880420520675368,Iris-virginica
+10,7.174455024557183,3.177524988578487,6.027219669423683,1.797868274777961,Iris-virginica
+11,4.300000576858348,3.0,1.1084631828742684,0.10000009783562393,Iris-setosa
+12,7.1392385097586555,3.187529683149966,6.019441564544107,1.786345294291997,Iris-virginica
+13,4.891158854440318,3.096214471780986,1.49221025142668,0.1,Iris-setosa
+14,6.485187627121303,2.803237292136209,4.593836923348605,1.482397627068728,Iris-versicolor
+15,6.074239020870307,2.7839781472600387,4.6677025158437075,1.1710376307011192,Iris-versicolor
+16,5.7973659450387345,2.758651146759737,5.0894620721145145,2.282586096514157,Iris-virginica
+17,6.176316875598346,2.804395259818788,4.769034176857602,1.789500932541481,Iris-virginica
+18,4.300000510020661,3.0,1.0995512601607615,0.10000010053558721,Iris-setosa
+19,7.695738241589778,2.5999257805770344,6.899998751693104,2.285882459297193,Iris-virginica
+20,6.285969365261189,3.4027898582508187,5.557912887342246,2.3886560832436112,Iris-virginica
+21,5.199311804619736,3.4020729739269853,1.3890956829265457,0.1993495462581843,Iris-setosa
+22,4.785612867032179,3.0,1.4018820977048978,0.10000009015972859,Iris-setosa
+23,5.0033240076162935,2.000000954861154,3.6251857427056375,0.9916325495195945,Iris-versicolor
+24,6.218400152903116,2.2320873758103383,4.460232870375304,1.4764717285781659,Iris-versicolor
+25,5.086323843701572,3.2937993801061776,1.6280684058632224,0.5142086853810333,Iris-setosa
+26,6.762653940571743,3.1857948381411285,5.773796870127826,2.3007993328808887,Iris-virginica
+27,5.0100222665772725,2.0,3.23904803854938,1.0404414946078493,Iris-versicolor
+28,5.799082454819262,2.700395564049843,5.085265635785574,1.9168625927011498,Iris-virginica
+29,7.7324751549233115,2.5940045686140403,6.9,2.307402771061311,Iris-virginica
+30,6.171487935117707,2.7846132803424686,4.811756892694249,1.8143153692682354,Iris-virginica
+31,5.376810223585252,3.9342589266746573,1.3013178282286826,0.47246039250986277,Iris-setosa
+32,6.700761683220557,3.0,5.010758559692574,1.7216744844796266,Iris-versicolor
+33,7.705187142368737,2.6009122663534794,6.899998706397452,2.285517301123948,Iris-virginica
+34,6.18529748224139,3.403452028350248,5.407735018639721,2.304539132481932,Iris-virginica
+35,4.736232219093825,3.0,1.40116391798243,0.26773819631081985,Iris-setosa
+36,4.911601553212637,3.1152060009975346,1.5066364658456268,0.1,Iris-setosa
+37,6.463103867804842,3.1314849664825393,5.158504531362987,1.9701657048637284,Iris-virginica
+38,6.034548176609377,3.3853255815717045,4.539047495013028,1.6129369759216041,Iris-versicolor
+39,5.797421709174469,2.711051719852472,5.096622590552416,1.9022680963703678,Iris-virginica
+40,4.528784484041051,3.1446020382690687,1.3852967700069674,0.1965575339858972,Iris-setosa
+41,5.094115383784991,3.7653683981841626,1.5782806899484605,0.20198844572785793,Iris-setosa
+42,4.3,3.0,1.1007868831427614,0.1,Iris-setosa
+43,6.1274349193297954,2.610881881904782,5.633020002499483,1.4164790124155218,Iris-virginica
+44,4.396666271504262,2.9161534778649134,1.3886582905133045,0.20163094786033145,Iris-setosa
+45,4.300000760177181,3.0,1.102017005747922,0.10000014471324296,Iris-setosa
+46,6.12443665998438,2.5979191131890382,5.623245668520948,1.4073484958192901,Iris-virginica
+47,4.822612455483509,3.0,1.4035642555216696,0.10000009341946596,Iris-setosa
+48,6.257955644711022,3.366113355170509,5.377430734548095,2.2934280700005827,Iris-virginica
+49,4.773754090752165,3.401832840939981,1.6953257246408604,0.20000235918882053,Iris-setosa
+50,5.4988776785833675,4.2,1.402973491069809,0.20735766150651863,Iris-setosa
+51,6.196539142767932,3.3990858225143112,5.412358283289949,2.300674011517854,Iris-virginica
+52,4.970379444984314,2.0,3.5730136002910173,0.9766635643431714,Iris-versicolor
+53,5.69833708583903,3.804252839636558,1.9243976097413102,0.3254854799653061,Iris-setosa
+54,6.306352934881005,2.6772839401103585,4.929053596429993,1.8199225196122315,Iris-virginica
+55,6.312150611602609,3.3045122759079564,5.935696865370139,2.4999997702696564,Iris-virginica
+56,5.842773664348227,2.8775419451153352,4.419456373796152,1.4226102471077948,Iris-versicolor
+57,7.682280552963138,2.5822281436997443,6.9,2.301117963717462,Iris-virginica
+58,7.220707317711915,3.2045080866311424,5.966132337151527,1.8000002362769103,Iris-virginica
+59,5.012638052576865,3.0,1.6450555568985537,0.19973078612554146,Iris-setosa
+60,5.792866541819291,2.697663746706327,5.114313452549698,1.8990172752861045,Iris-virginica
+61,6.822886367721143,3.1954494425425097,5.563390469362904,2.3018421072029827,Iris-virginica
+62,6.495231525962912,3.0,5.780070124030163,2.203907691375623,Iris-virginica
+63,4.996116133522374,3.6038110105878163,1.4070303540635876,0.1984857948786371,Iris-setosa
+64,7.671874524788935,2.780956349579984,6.683176813531594,1.9733371956482004,Iris-virginica
+65,5.136414052223275,3.8126343919291497,1.678159907896175,0.20085111587143922,Iris-setosa
+66,6.862543858860446,3.18160409306542,5.809390645201661,2.3096839989629703,Iris-virginica
+67,4.3979222823451805,2.908789999673254,1.3953016805953313,0.19084071483128173,Iris-setosa
+68,5.516788295470572,4.2,1.410638283678485,0.21148513783904135,Iris-setosa
+69,5.751073385742478,2.85785729894915,4.36961383670117,1.3814615450666607,Iris-versicolor
+70,4.603645938178689,3.2098449084663594,1.4018852069358285,0.20259074366840077,Iris-setosa
+71,5.801721755872254,2.6989223105468776,5.091802017282906,1.9058342372635333,Iris-virginica
+72,4.60113980237843,3.2071892593003537,1.427203396473379,0.19800962421536894,Iris-setosa
+73,6.045930411021361,2.917917400427208,4.5852486706354805,1.4359439277936317,Iris-versicolor
+74,4.778982143586291,3.0,1.3709403618387932,0.1000001015516571,Iris-setosa
+75,6.3144919799312635,3.291240422036476,5.882831708192988,2.4999997848279456,Iris-virginica
+76,4.388596612265937,3.1901847139825796,1.2925986776309513,0.20027161463169907,Iris-setosa
+77,4.403258466553016,2.943091852375212,1.4033904003802982,0.2060372175395458,Iris-setosa
+78,6.542781802289682,2.7939901135218945,4.660111318867053,1.488216001408049,Iris-versicolor
+79,6.248433453813116,3.409709086131412,5.448247147242276,2.3185559196070447,Iris-virginica
+80,6.345973461117497,2.5819567164316832,4.954947367439749,1.8740662829560888,Iris-virginica
+81,4.99368324491522,3.0,1.6251058174864257,0.19753256694021515,Iris-setosa
+82,4.790436089408108,3.0,1.3914768619181601,0.277738987719677,Iris-setosa
+83,5.159086986755807,2.5173531548010564,3.615451545797779,1.194388258013865,Iris-versicolor
+84,6.287063461738306,3.2946354765647548,5.971134148735076,2.4999997261030846,Iris-virginica
+85,6.943102614284004,3.078047097950611,5.143154097186095,2.3023448794329227,Iris-virginica
+86,4.591758104056393,3.1928077979659495,1.408332414954929,0.19640585196498725,Iris-setosa
+87,7.180945195372951,3.2046763444135067,6.035731404380432,1.795198900556414,Iris-virginica
+88,7.615159745558269,3.0,6.4170601466864605,2.215051871537756,Iris-virginica
+89,5.819080696040829,2.8042387771387394,5.109743847321523,2.4119242642036767,Iris-virginica
+90,6.129604710958061,2.837559300204024,4.740689552760024,1.250310279611036,Iris-versicolor
+91,6.272110683270025,2.749620443011956,4.90325019899295,1.7883651460141798,Iris-virginica
+92,7.666188893214618,2.6205942024135753,6.899998535954094,2.294587116493344,Iris-virginica
+93,5.8256467883176954,2.7964392168833747,5.09328412872272,2.3451536645089663,Iris-virginica
+94,5.983519299395318,2.844978192274467,4.553440281285661,1.2645501344746086,Iris-versicolor
+95,7.720301898431095,2.601726051790008,6.9,2.305459118532961,Iris-virginica
+96,7.722727106141826,2.603890890369684,6.9,2.3175340685055374,Iris-virginica
+97,6.7182922199208726,2.5055545884428096,5.839220878925949,1.8058361314103202,Iris-virginica
+98,5.112296896983096,2.543626161442339,3.422002717315091,1.2146450371544582,Iris-versicolor
+99,7.733346174153259,2.6297028741892605,6.9,2.302078865470235,Iris-virginica
+100,6.318758213094708,3.3162184540093076,6.02122688451651,2.4999998121229914,Iris-virginica
+101,6.006342781692229,3.3955447138640404,4.537099091166281,1.5943891774047745,Iris-versicolor
+102,7.652821763071748,3.0,6.300092744538502,2.218624646299279,Iris-virginica
+103,5.968753739791074,3.4041750992160895,4.4895264875032606,1.600766202993948,Iris-versicolor
+104,7.9,3.8615276362864552,6.387550451003934,2.006957667764072,Iris-virginica
+105,4.797151756155212,3.0,1.392070251514503,0.31526920165846795,Iris-setosa
+106,6.939503278034118,3.2102703442417444,5.7046006982996,2.2981213170776225,Iris-virginica
+107,5.299203334589548,2.5720136687724433,3.853317839177585,1.3457825611350815,Iris-versicolor
+108,7.7128422921942645,2.7798313126235805,6.711757015900214,2.0084590783391016,Iris-virginica
+109,6.012352404474253,2.903616856811123,4.454985116690174,1.5218907725515598,Iris-versicolor
+110,5.77807035212721,2.801104908465657,5.170565242350158,2.4151509399290605,Iris-virginica
+111,6.280690096856806,2.7744391066511507,4.868415901365003,1.8373279579884596,Iris-virginica
+112,5.647164418511938,2.948838079078773,3.7769032022921296,1.3012056136472554,Iris-versicolor
+113,5.689412588310868,2.8806749301992043,4.017495959959197,1.114939441001126,Iris-versicolor
+114,5.711017235262418,3.0,4.525276481448596,1.493795366464138,Iris-versicolor
+115,5.09276740478438,3.576569749033374,1.3897286328403453,0.20538900110907551,Iris-setosa
+116,4.825574658854874,3.4037075610447705,2.017997346668309,0.20039316997404052,Iris-setosa
+117,7.692361178304911,2.598106478021636,6.9,2.279076921979759,Iris-virginica
+118,6.165203766035421,2.2178145877001474,4.473444100914304,1.4651700829344865,Iris-versicolor
+119,7.2862688625619745,3.187242901320095,6.02945148002048,1.7864417686046272,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.550220755406004,2.423016412365303,3.747784677286921,1.0112278307222786,Iris-versicolor
+1,6.052121939688986,2.7919428442060905,4.632069202994806,1.1654030245945348,Iris-versicolor
+2,5.931868927323188,2.780736631159849,4.602176622538425,1.1986216565314003,Iris-versicolor
+3,4.978911332853153,2.0,3.0633679701837613,0.9629725149282667,Iris-versicolor
+4,5.577287642503605,2.882237048019807,3.361334304862355,1.3112175980447398,Iris-versicolor
+5,4.591086991668787,3.626804592065359,1.0,0.20045406626517864,Iris-setosa
+6,6.9686597919284345,3.192084842942314,5.91718322671227,1.9009763986609673,Iris-virginica
+7,6.134400128397218,2.601932142195138,5.591180143091713,1.4259473163752667,Iris-virginica
+8,4.582858141685193,3.1138100280057737,1.4720974073180888,0.19591010313620957,Iris-setosa
+9,5.055513218939968,3.549373011976917,1.3905421926836037,0.20143355622118547,Iris-setosa
+10,7.621777854603679,3.0,6.619778077151684,2.1080639971231414,Iris-virginica
+11,6.301186965411028,2.7157024311006386,4.906462140673625,1.7771922700440692,Iris-virginica
+12,5.6858268500948075,3.0,4.143461633474026,1.1759132874871336,Iris-versicolor
+13,4.999339780353793,3.0,1.6648633915965307,0.20259539824206213,Iris-setosa
+14,5.022498057465295,2.0000008948906216,3.583699877788439,0.9093819304306303,Iris-versicolor
+15,4.3,3.0,1.0948817227628462,0.1,Iris-setosa
+16,7.611141719075915,3.0,6.599010474994455,2.086957086768291,Iris-virginica
+17,5.682877492522603,3.0,4.129665317278452,1.182928676208707,Iris-versicolor
+18,6.513805603390422,3.2063033826912775,5.088707320179376,2.0365922271759396,Iris-virginica
+19,6.803098612067406,3.2031066617761756,5.910586708867084,2.291396322984158,Iris-virginica
+20,6.2225000850175425,3.4010900390703154,5.424360674613388,2.3088706164620905,Iris-virginica
+21,5.14631605788727,2.4675494029521783,3.0384901387044554,1.0952059006495776,Iris-versicolor
+22,6.091591065231782,2.81262462038203,4.702086424660195,1.2182057533324953,Iris-versicolor
+23,6.747385474691544,3.1150480253403154,4.731141023568709,1.5123689492853727,Iris-versicolor
+24,5.374435471013775,3.4061555037842286,1.5333337885389469,0.4545323506717482,Iris-setosa
+25,6.175004478376976,2.2126998214308338,4.456869190343594,1.446217429044279,Iris-versicolor
+26,6.4175516208065195,3.1725913401515253,5.3044358181211315,2.3006002996370882,Iris-virginica
+27,6.018076805155891,2.915902508089512,4.6144856431806485,1.4449447810227112,Iris-versicolor
+28,6.783330601817661,3.190256759904968,5.934800538118336,2.2793874944417736,Iris-virginica
+29,6.1089307634227525,2.8392481861888865,4.723461423984131,1.2463312135944917,Iris-versicolor
+30,6.633650877199225,3.107331688300289,5.671295152191669,2.2773189336166455,Iris-virginica
+31,6.739684208889858,2.508199518949117,5.886556118605833,1.818018796229621,Iris-virginica
+32,6.287562844208816,2.493658451188769,5.001532087727039,1.8698772387448428,Iris-virginica
+33,6.313691972692638,2.7252817101719944,4.836018215914653,1.8042138041207871,Iris-virginica
+34,4.451430736304967,3.222347011056086,1.3350643276195742,0.19981040173285292,Iris-setosa
+35,6.014946195718786,2.1826390598362453,3.9701896675718755,1.0050189008816748,Iris-versicolor
+36,6.343690856955923,3.2907373457688074,4.715939111188196,1.6019158830777058,Iris-versicolor
+37,6.532002558137183,2.818864608338853,4.624526896872041,1.5215632785984408,Iris-versicolor
+38,6.823854035951784,3.210719896107923,5.762875863505097,2.3050525032012694,Iris-virginica
+39,6.797186683135587,3.102319478705477,5.127265446934668,2.30728217443718,Iris-virginica
+40,4.64903134027726,3.1735726994949736,1.4498335270514286,0.19829352408798748,Iris-setosa
+41,6.130445016790039,2.605101321572739,5.6319373914994895,1.4242444773127354,Iris-virginica
+42,4.3,3.0,1.1158347076110322,0.1,Iris-setosa
+43,6.1232934879717495,2.2914683084003804,5.0872897141238544,1.5974485242580274,Iris-virginica
+44,5.676953806876338,3.7812697901501946,1.6747637375856457,0.3006335768769657,Iris-setosa
+45,5.56629845853787,2.4791948757331457,3.8560223963637,1.0555082300662901,Iris-versicolor
+46,5.547333568134677,2.500351113915246,3.9961321142977715,1.2196667550124154,Iris-versicolor
+47,6.570420328696198,3.0,5.8102277687560155,2.2058195678888115,Iris-virginica
+48,6.304366580434543,2.563439204040964,4.980676103673445,1.869132927301246,Iris-virginica
+49,4.989895103216778,2.000000604758097,3.321544471104537,1.0277128097814847,Iris-versicolor
+50,5.025725458607626,3.527682756069693,1.3974411757563603,0.20023626306993172,Iris-setosa
+51,4.391273208565867,3.22751684017818,1.306197018076564,0.2002395235368618,Iris-setosa
+52,5.362500665419781,2.4623261489060355,3.710292664185121,1.03855660945041,Iris-versicolor
+53,6.106044762322955,2.820887902095473,4.668525708751868,1.2056147926298406,Iris-versicolor
+54,4.804920004065637,3.410108322923913,1.7496177925032992,0.19609012007480078,Iris-setosa
+55,4.3,3.0,1.1067500250886204,0.1,Iris-setosa
+56,5.975579620731212,2.7550874376581977,4.570403556017351,1.0912473331942845,Iris-versicolor
+57,6.824520857743424,2.52503273427755,6.061126262111184,1.8551352345681125,Iris-virginica
+58,4.995593999084528,3.537682522874235,1.4091281998656522,0.19889775854091019,Iris-setosa
+59,5.380950067727604,3.4039214609604564,1.5373811980384642,0.38311645933132515,Iris-setosa
+60,7.134787566015267,3.1795716258112123,5.976393374819407,1.7872559617540724,Iris-virginica
+61,6.232511280482245,2.779158214333255,4.8061096346609755,1.8058060553568072,Iris-virginica
+62,6.6905485016765525,3.1074749727988666,4.714955837709295,1.494746344811987,Iris-versicolor
+63,5.445345397183286,3.0,4.455581090487952,1.5038268051685328,Iris-versicolor
+64,5.9147912737597075,3.2163059567457473,4.787506662556281,1.8087496735970723,Iris-versicolor
+65,5.80840724951116,2.6920978173703562,4.079581714262189,0.9882958141289275,Iris-versicolor
+66,5.898690763330182,2.751165010845069,5.129976105402116,1.9568428976780412,Iris-virginica
+67,6.253534104799218,3.3856201569988524,5.464827546848349,2.316906027119666,Iris-virginica
+68,5.481997167348234,2.501314780154958,3.975880030820007,1.3047655818912238,Iris-versicolor
+69,7.715150091007432,2.6013895211568454,6.899998728678383,2.307767456157231,Iris-virginica
+70,7.6830862289165305,2.601605686134423,6.899998987697779,2.3002408909895964,Iris-virginica
+71,5.544904875850931,2.4296566462280893,3.833396663219766,1.1126737483588847,Iris-versicolor
+72,4.973086965208394,2.0,3.316879841642743,1.0176399658760902,Iris-versicolor
+73,6.533949371874303,2.8430786350100257,4.634843916143677,1.4961042498535873,Iris-versicolor
+74,7.7376857716451255,2.590532965537574,6.899998746158263,2.317536894820615,Iris-virginica
+75,5.1447138858006385,2.508595512279373,2.9600221954370762,1.124550003479014,Iris-versicolor
+76,4.409275545235096,2.9010990223928492,1.4120745283042577,0.19992214223082494,Iris-setosa
+77,4.787209662699924,3.397135244109658,1.6284740561042168,0.20045779347027626,Iris-setosa
+78,4.3,3.0,1.1061800498733347,0.1,Iris-setosa
+79,7.695342728468972,3.0,6.138508864816059,2.294918323696691,Iris-virginica
+80,5.003678859657934,3.6828398943506295,1.4034256054971077,0.20605102045597576,Iris-setosa
+81,4.576054640327698,3.614886937629811,1.0,0.20483043311853122,Iris-setosa
+82,5.629469468021203,2.873633182442749,3.7619652541511908,1.2784444228457033,Iris-versicolor
+83,6.5251748915343395,3.186290328752012,5.095047554045396,1.9875238506971629,Iris-virginica
+84,4.914694603317243,3.09114728111434,1.5284740360625695,0.10000010978981543,Iris-setosa
+85,5.7112552382599295,3.0,4.239122696351011,1.2280418572780276,Iris-versicolor
+86,7.245549716541648,3.0860928715466116,6.192699012929084,2.2359687570944913,Iris-virginica
+87,4.875659448641867,3.0,1.426688947800883,0.1,Iris-setosa
+88,4.3,3.0,1.1111353575681466,0.10000012018719584,Iris-setosa
+89,5.673241945381972,3.0,4.503178036890517,1.5309954636229661,Iris-versicolor
+90,6.0214310304595555,2.19316313976933,4.952476813278256,1.513962056614194,Iris-virginica
+91,6.178897444201959,3.401446985949916,5.460072945002651,2.3253005017516477,Iris-virginica
+92,5.000378903686074,2.0,3.087931752312641,1.0071586657543694,Iris-versicolor
+93,4.3,3.0,1.1022217594004646,0.1,Iris-setosa
+94,6.081962152715009,2.9317417185758163,4.596401173311576,1.5121870670446105,Iris-versicolor
+95,5.031098605052365,3.4434437816889365,1.818829326385014,0.3278523473480853,Iris-setosa
+96,6.239632572434808,2.1834329139222537,4.517063140893074,1.4891996979094315,Iris-versicolor
+97,6.292625115934742,3.4064787079180987,5.598570282617341,2.3983804107300104,Iris-virginica
+98,6.0664411925259225,2.8447381226747774,4.716198515159212,1.3143404972302895,Iris-versicolor
+99,7.611783765515509,3.0,6.589597620756571,2.0861893471448067,Iris-virginica
+100,4.906127406668296,3.1333017958347735,1.5126797497172002,0.1,Iris-setosa
+101,5.032906097831012,3.693825182068392,1.6257461650735365,0.19874536534150716,Iris-setosa
+102,5.174522964287303,3.3968417284135652,1.3993105764630005,0.1960976909724333,Iris-setosa
+103,6.0265594161824545,3.389847533247956,4.53073106837468,1.5942064197715302,Iris-versicolor
+104,6.454091215752551,3.1883691438188304,5.189844389739322,2.2124346373215382,Iris-virginica
+105,6.485064136141694,3.0,5.740255945784842,2.220655942570409,Iris-virginica
+106,4.402913678475881,2.8920988535959182,1.367389333957935,0.20047318297094235,Iris-setosa
+107,4.809797699096042,3.0,1.4084741976009283,0.1,Iris-setosa
+108,5.486246576277873,2.5089910380000378,4.010688981064056,1.312609947874449,Iris-versicolor
+109,6.008421943041367,3.380606521864972,4.531841587346005,1.6075538494285626,Iris-versicolor
+110,5.744394136923501,2.9717343438114643,4.122801739200568,1.1987445698148624,Iris-versicolor
+111,7.220572550398937,3.0857577866043733,6.376279541811444,2.16404251895183,Iris-virginica
+112,7.017686135958749,3.1109495057999648,5.214907719005925,2.3007350913409077,Iris-virginica
+113,4.588222044206605,3.228693273226005,1.4036764297851074,0.19416921822706928,Iris-setosa
+114,5.021214846942006,3.5913102678320175,1.394786069582505,0.20396314398071794,Iris-setosa
+115,5.118771667572543,2.627832636927894,3.76383726703346,1.3533591330367583,Iris-versicolor
+116,4.514638189646646,3.1545494403287977,1.424701625407904,0.20079258781943707,Iris-setosa
+117,4.974305196874577,3.7116536606746773,1.5452457284257357,0.2019587141054713,Iris-setosa
+118,6.904705342158125,3.158798784687977,5.555146744115089,2.3065119855191343,Iris-virginica
+119,5.805586236714634,2.804815010510548,5.082323572621853,2.4144503710512812,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.71169216455568,2.7788209757477937,4.483261782965756,1.2623149634619661,Iris-versicolor
+1,5.735610723655693,2.855705249292426,4.371218687218113,1.3585035905777163,Iris-versicolor
+2,5.553978731720497,3.0,4.497853434219276,1.5052600957970184,Iris-versicolor
+3,5.000876324282366,2.0,3.5883206501372977,0.9372731819099434,Iris-versicolor
+4,4.3,3.0,1.0875833930575611,0.1,Iris-setosa
+5,5.503207519980712,2.4975066431773727,4.043186463051091,1.3095339431092756,Iris-versicolor
+6,5.976534501467601,2.9200308594496716,4.5409472985429975,1.5188029448366287,Iris-versicolor
+7,6.167799394056916,2.2021723404568347,4.462942974769142,1.477556239307132,Iris-versicolor
+8,6.931334307706996,3.1108672933288624,5.187421918677762,2.281788386345693,Iris-virginica
+9,7.696438378272367,2.583633510635,6.9,2.292352953575468,Iris-virginica
+10,5.471252805746161,3.0,4.504422805373584,1.513965239840223,Iris-versicolor
+11,6.4645800155206965,3.173192992287909,5.082415652091776,2.0074607121490344,Iris-virginica
+12,4.3,3.0,1.0968161382297013,0.1,Iris-setosa
+13,7.6835516814719025,3.0,6.1561828702067976,2.263512859471635,Iris-virginica
+14,7.899996573985943,3.6797786865413857,6.455719999817844,1.9687827026235285,Iris-virginica
+15,4.998684795997483,3.653478472799996,1.377349600532821,0.20163197834508553,Iris-setosa
+16,4.987875161126698,2.0,3.4397866274131763,0.8786751684572625,Iris-versicolor
+17,5.6337518310013355,2.9000208050317777,3.642173182675487,1.3044156632366104,Iris-versicolor
+18,6.371012738042847,3.2863566270935496,6.044038055546059,2.5,Iris-virginica
+19,4.866404084544473,3.00818386420643,1.4533395221960586,0.10000009718568083,Iris-setosa
+20,5.66461762277741,3.7900223867300404,1.8868933598849051,0.4030010722744858,Iris-setosa
+21,5.849690477520364,2.965620551614389,4.499031601710654,1.5086645323691072,Iris-versicolor
+22,5.689992694951108,2.582536744711946,3.873091237992309,1.0974501746479337,Iris-versicolor
+23,7.9,3.7964917304293473,6.421686768010832,2.0195429684694197,Iris-virginica
+24,6.2822845467970705,2.67004537965264,4.898188272536979,1.7867766256393358,Iris-virginica
+25,6.002945530236395,2.184240299111022,3.9108400635637413,1.0398934488205112,Iris-versicolor
+26,4.586116518284048,3.111882311063556,1.5026323853809957,0.19550915765767318,Iris-setosa
+27,5.50197150179543,3.0,4.528866438186395,1.4970683092370025,Iris-versicolor
+28,6.290620097769173,3.3831657339164503,5.542990257695006,2.3757356955864246,Iris-virginica
+29,5.868419811330283,3.212094248220535,4.7591820670588945,1.8149730466497918,Iris-versicolor
+30,6.746356805973142,2.861134803581749,4.8001303623798375,1.4663984599272397,Iris-versicolor
+31,4.440925610012917,2.955360810526731,1.421513995665421,0.20738539635342615,Iris-setosa
+32,5.401185214042954,3.9347841720467045,1.2690938463190413,0.38795185958596556,Iris-setosa
+33,4.300000624409427,3.0,1.1006714934045756,0.10000020415295664,Iris-setosa
+34,6.678790408429513,2.4789643111715396,5.764512838542106,1.8231973026186907,Iris-virginica
+35,4.579599246955034,3.6021808614804893,1.0000004708299306,0.19861089180568295,Iris-setosa
+36,5.106624108317905,3.47133951610293,1.3884229894944904,0.19726242610635747,Iris-setosa
+37,6.338993776569423,3.296524461170381,6.04337059440223,2.4999996039311543,Iris-virginica
+38,5.1672905659435635,2.660847932805811,3.8970035554580407,1.4151926012921523,Iris-versicolor
+39,7.186103112496431,3.18597345336921,5.955931451242908,1.8188207452416498,Iris-virginica
+40,4.5788161120224915,3.0774245595755,1.4632877002166862,0.20215779706425555,Iris-setosa
+41,5.104972448984503,2.49464326333822,3.409579683684422,1.119542984730984,Iris-versicolor
+42,6.0834720109052505,3.3427240713310713,4.605607182292176,1.60685444206388,Iris-versicolor
+43,7.712357160809258,2.6135260248926517,6.8999989737058955,2.294450586213844,Iris-virginica
+44,6.705896137941424,2.5095179943453516,5.865012496301559,1.809430105924541,Iris-virginica
+45,7.899998657576705,3.770189775488327,6.381267013334752,2.024280903946151,Iris-virginica
+46,5.784794210549551,2.809231854260112,4.1867678527092345,1.166266238564168,Iris-versicolor
+47,6.218613790513499,3.393156352181324,5.43967344121776,2.3079785163967967,Iris-virginica
+48,6.6582374321100595,3.1876245612292893,5.290816344063482,2.2260802507010866,Iris-virginica
+49,4.989604676575213,2.0,3.555377357879536,0.942466373157218,Iris-versicolor
+50,7.685355578320581,2.6189375391174314,6.89999896214354,2.305539645328142,Iris-virginica
+51,5.5866386178848915,2.472199507117873,3.9309707150762194,1.1353279605896187,Iris-versicolor
+52,5.230878793044896,3.3995299296824895,1.3890816948432478,0.2003639605279446,Iris-setosa
+53,7.704066625338746,2.60419576382871,6.9,2.307642200746219,Iris-virginica
+54,5.490642234609172,4.2,1.3758549258486572,0.19601666972202714,Iris-setosa
+55,4.639890558915349,3.208507987356582,1.4052974588437013,0.20013093046696834,Iris-setosa
+56,6.7088627670484415,3.121962019032267,4.701669575755703,1.503264120482873,Iris-versicolor
+57,4.300000600468261,3.0,1.1064960498862395,0.10000010331998899,Iris-setosa
+58,5.834741532489201,2.2757095605060003,4.0085317851961175,1.0156165149435077,Iris-versicolor
+59,6.459919607286796,3.0728108683875335,5.387848283693622,2.290597472907827,Iris-virginica
+60,5.7830539796013305,2.6947548033812243,4.115319942386305,1.0134428695529918,Iris-versicolor
+61,4.898249673672933,3.099041006900915,1.5118988864897456,0.10000010065628878,Iris-setosa
+62,5.776427853566402,2.783442653186996,5.156301137595165,2.3358075170848203,Iris-virginica
+63,6.823421177263319,3.180771532239672,5.8107452155587165,2.306375109972289,Iris-virginica
+64,5.812868326371914,2.692610427465969,5.1240450550630126,1.9186225029930852,Iris-virginica
+65,6.192994825918112,2.789809458911334,4.768356671234144,1.8222601640907765,Iris-virginica
+66,7.715174381867057,3.0,6.164661668874779,2.274402182720794,Iris-virginica
+67,7.674379781578631,2.5833301370431956,6.899998788172144,2.283923391017203,Iris-virginica
+68,5.07729805659249,3.009485348952863,1.8354402632720546,0.20372109961876297,Iris-setosa
+69,6.068196557748776,3.3664720524242573,4.603812447158164,1.6167103029338057,Iris-versicolor
+70,6.595853190065864,3.0,4.376696620806433,1.3990186139325402,Iris-versicolor
+71,6.111286299700738,2.8377472248895876,4.730650343681435,1.295990009302077,Iris-versicolor
+72,6.251702516370923,3.3983942268418414,5.499318368845264,2.3363856042975257,Iris-virginica
+73,5.552155080074744,2.4347807269392763,3.823941415484134,1.1113043118141677,Iris-versicolor
+74,7.706729009469866,2.6072908300594433,6.8999980361691415,2.3071484690339537,Iris-virginica
+75,6.323423964838182,3.310718361898394,5.990896778596203,2.5,Iris-virginica
+76,4.399662922498684,3.215674402087906,1.3015212432126977,0.20320665560507595,Iris-setosa
+77,5.70634487239374,3.0,4.2510997303962705,1.2351897267362604,Iris-versicolor
+78,7.571828735645232,3.0,6.619147924894456,2.1095349464124857,Iris-virginica
+79,6.684223612843517,3.0,4.895598403184873,1.6304270394167233,Iris-versicolor
+80,6.625926110701302,3.0,4.4930982071559065,1.4275791328240763,Iris-versicolor
+81,6.743075571183165,2.497941029214369,5.86002140259408,1.8152666749308661,Iris-virginica
+82,6.789247161045807,3.1813629303098354,5.4128706946958305,2.225573991875205,Iris-virginica
+83,6.49694621398527,2.7749517370395074,4.5596000413323505,1.4931076045413003,Iris-versicolor
+84,5.4657738620040215,3.0,4.521530038515602,1.5052196760609822,Iris-versicolor
+85,6.301259646007839,3.397154703470176,5.581330327875488,2.3734915876351264,Iris-virginica
+86,6.23476466043236,3.394100612662894,5.417718238329919,2.323703439308433,Iris-virginica
+87,5.472447899024451,4.1999990179536315,1.3627880317229242,0.19751373010658912,Iris-setosa
+88,7.710945582112489,2.808014124637173,6.696714180215361,2.0123163331971736,Iris-virginica
+89,6.075920954280908,2.8918261942654633,4.6202234329880065,1.479712960055353,Iris-versicolor
+90,6.695062238804893,3.0,4.994424572390819,1.6992140351816878,Iris-versicolor
+91,6.5594638910953735,3.0,5.834617034891259,2.189131119975327,Iris-virginica
+92,5.425727874455643,3.9112184172324134,1.3121746969512813,0.39505414076096906,Iris-setosa
+93,6.4616839143315765,3.208562659147399,5.141446636155643,2.1495668618274766,Iris-virginica
+94,4.599671141032564,3.655166853162247,1.000000490344799,0.20108667217879278,Iris-setosa
+95,5.496000927260125,4.1999991887975945,1.4134235114507396,0.19891628595229238,Iris-setosa
+96,4.915664689476352,3.4057619074689076,1.4606645868594332,0.20502895304498162,Iris-setosa
+97,6.121055979660359,2.230891710609056,4.368973275042318,1.4097606149858806,Iris-versicolor
+98,5.494225572636928,4.1999992723371165,1.3941277984102216,0.2046084406721944,Iris-setosa
+99,4.406832058049549,2.894814173100907,1.4184999364674031,0.20188032074860526,Iris-setosa
+100,6.312638090627232,2.7014032546635995,4.928028507139852,1.792249082805583,Iris-virginica
+101,5.789138066426013,2.663720987427,4.025909177640381,1.0251977664747274,Iris-versicolor
+102,6.242197510471668,2.194007116583962,4.501690328231504,1.493214888185972,Iris-versicolor
+103,5.517727585077889,3.0,4.4549045929285835,1.4786066085645966,Iris-versicolor
+104,5.491168217614846,4.199999148011496,1.4003956615203323,0.19174264340824082,Iris-setosa
+105,6.557233117099756,2.8051879057730265,4.65485351687036,1.512485429018027,Iris-versicolor
+106,6.77726545657104,3.203409697109355,5.807572529605639,2.3067671170670043,Iris-virginica
+107,4.574181730266018,3.678477466258654,1.0,0.2017451311218024,Iris-setosa
+108,5.81115552589531,2.7255425435886984,4.191283856472229,1.0626416050988623,Iris-versicolor
+109,6.767543957922154,3.2017928895384533,5.870300203464178,2.3055374857413864,Iris-virginica
+110,6.599500166044324,2.785301955719926,4.634396876153759,1.442027862339157,Iris-versicolor
+111,5.778580046031896,2.8113409432853484,5.087209691198451,2.4054942141077884,Iris-virginica
+112,7.645714798854003,2.803974025021018,6.677179914787567,2.047761993190824,Iris-virginica
+113,6.008379380938031,3.404660258987502,4.5321773348183365,1.6073774470508413,Iris-versicolor
+114,5.616996283052541,2.5075747787721125,4.006538375092396,1.0701575169916766,Iris-versicolor
+115,5.990318479405572,2.1642407106161756,3.962369573883846,0.9575485894948342,Iris-versicolor
+116,7.004374524760742,3.07336633363575,5.180741311857808,2.304046487928262,Iris-virginica
+117,6.098681440924142,2.5953769490171554,5.640163944290415,1.3890063072585528,Iris-virginica
+118,5.081026348953633,3.3770604767954437,1.5964381610474927,0.5087547380460409,Iris-setosa
+119,4.804685739115427,3.0,1.410566593008859,0.3156890035451361,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.407881787896407,2.9233658886979854,1.3899003192128885,0.19560693157169312,Iris-setosa
+1,5.448382931861636,3.0,4.488253649520352,1.5143851962342285,Iris-versicolor
+2,6.827685853790426,3.2087394132836575,5.75624265200086,2.3057908802446994,Iris-virginica
+3,6.553781246848392,2.9963417167666027,4.400889686010004,1.4130260999921136,Iris-versicolor
+4,6.790923348153164,3.1455297098303796,5.864644833789008,2.265788965929926,Iris-virginica
+5,6.091171827700366,2.600757077705239,5.590271389792288,1.4179705567518823,Iris-virginica
+6,6.67564386043973,3.113812803538402,4.710140021230786,1.5021818745121205,Iris-versicolor
+7,5.931379042601836,2.172157216561317,3.991275442573442,1.0092176802775472,Iris-versicolor
+8,4.806393394782036,3.0,1.4082363079911697,0.4358797784322907,Iris-setosa
+9,5.076923600234175,3.4791379900899715,1.3768301336750828,0.20332353422703092,Iris-setosa
+10,5.147587442800191,2.5433411774845482,3.3474697512880356,1.1791719357594237,Iris-versicolor
+11,6.20545393481615,2.7881370845139632,4.80703546880429,1.784254685553967,Iris-virginica
+12,5.8315651837355755,2.714885718073316,5.072150582144672,1.8998657215998143,Iris-virginica
+13,5.474016840059483,3.0,4.484316821118994,1.48711297600888,Iris-versicolor
+14,5.167978560779003,2.4238530389772803,2.9659942922167106,1.0261382106630565,Iris-versicolor
+15,4.823968952776042,3.4008314949218454,1.7065748499548254,0.2005696665118374,Iris-setosa
+16,5.620028949991519,2.913892210651917,3.63178100720647,1.2710066213501088,Iris-versicolor
+17,7.8999985908138965,3.7742633875076264,6.405566297978982,1.9830174238407208,Iris-virginica
+18,5.603519726614947,2.8746220997209306,3.704099942862853,1.2892909421011471,Iris-versicolor
+19,4.726178010815778,3.380735958813685,1.582303124735806,0.19613688116745814,Iris-setosa
+20,5.54921350557127,2.449161590556528,3.731112450030072,1.0776801322968719,Iris-versicolor
+21,5.50598194131313,2.424008040211937,3.764819653594557,1.0057200740438477,Iris-versicolor
+22,5.032930990956871,3.4046732928969083,1.5811813847610288,0.4548092762550311,Iris-setosa
+23,6.287164006445797,3.3042130295033516,6.030463441608802,2.4999997799974114,Iris-virginica
+24,4.300000590448332,3.0,1.100355824221074,0.1,Iris-setosa
+25,5.41159172804633,2.580425852185757,3.8647977468053765,1.3250950553127459,Iris-versicolor
+26,4.815918715890727,3.4005686549548755,1.663813025759703,0.19921810062838963,Iris-setosa
+27,6.735334124101349,2.852458694214749,4.7344722583141365,1.4239933772115196,Iris-versicolor
+28,5.535001849543426,4.19999910757046,1.3941925213202822,0.19116344423787177,Iris-setosa
+29,6.409360824141071,3.1449704277191946,5.301266238503077,2.2428756742055036,Iris-virginica
+30,6.432147267471141,3.202668478334997,5.335491801148269,2.3072282957480197,Iris-virginica
+31,4.788707841542425,3.399931379941386,1.8159819852468106,0.2068978319347286,Iris-setosa
+32,4.3,3.0,1.0984960242002304,0.1,Iris-setosa
+33,6.258928319068401,3.3049146977062485,5.996656676203308,2.499999783804359,Iris-virginica
+34,6.373439076189158,3.1429103042729856,5.273731180980314,2.181839621999745,Iris-virginica
+35,5.696833424772977,2.907412120242824,4.20061315977866,1.2416983404945217,Iris-versicolor
+36,6.279127429771379,2.6854927579569585,4.897550989775508,1.7714825125957634,Iris-virginica
+37,4.581266501325603,3.6243924108872867,1.000000390617799,0.19914401280738947,Iris-setosa
+38,4.3,3.0,1.0912025671891954,0.1,Iris-setosa
+39,5.30053816973352,2.560574684995786,3.9015510224900884,1.3524219550424847,Iris-versicolor
+40,5.504876725536273,2.491185144288292,4.016682532168602,1.2947194866828609,Iris-versicolor
+41,5.651085880619114,2.843223497521961,3.802047696246016,1.2706380649120754,Iris-versicolor
+42,6.183534981128999,2.6695524152324754,4.959633513756286,1.8461326588820994,Iris-virginica
+43,6.294580413201836,3.395600558081678,5.607983546911785,2.396007704384839,Iris-virginica
+44,7.9,3.7022711959529913,6.436442749409758,2.0565033480994277,Iris-virginica
+45,6.014321378089963,3.309695126715314,4.715884102409449,1.705325000858062,Iris-versicolor
+46,7.899998322607178,3.7948667314545155,6.485168188148536,1.972519639050083,Iris-virginica
+47,4.3,3.0,1.0976804905582604,0.1,Iris-setosa
+48,5.50364673003238,2.4657856243959557,3.987182444138311,1.2736803682918456,Iris-versicolor
+49,4.300000745997769,3.0,1.1048475123561432,0.10000014183313401,Iris-setosa
+50,7.666816178976272,2.5917637622069996,6.9,2.2712515552958923,Iris-virginica
+51,6.2081767331310616,2.7977622028528755,4.793281546637131,1.7868684878576344,Iris-virginica
+52,4.612664951431579,3.1421361124932337,1.445499604532924,0.1989261251225326,Iris-setosa
+53,6.211091301343973,2.790604419953501,4.829234606924649,1.7909010560389897,Iris-virginica
+54,5.516964298999485,2.4409803212052332,3.7232404274958437,1.024567997183126,Iris-versicolor
+55,6.709219198018673,3.0,5.018575037045326,1.7136535143347225,Iris-versicolor
+56,5.912463017662731,2.7911490721655783,4.543012321094392,1.2687059662364395,Iris-versicolor
+57,5.964275299420969,3.408364911753979,4.519437311773185,1.5859084061461755,Iris-versicolor
+58,7.6144007252562105,3.0,6.590616855875498,2.108227538329656,Iris-virginica
+59,6.187798240616616,3.388168384814779,5.404759029492174,2.2935986552094847,Iris-virginica
+60,6.570393296976036,3.065530498747764,5.582262464097723,2.241149757684871,Iris-virginica
+61,5.424897294312339,2.4520295440096063,3.6922956405152414,1.0738239820835638,Iris-versicolor
+62,6.505524520655599,3.177584745125859,5.0927479802341225,2.026574337720926,Iris-virginica
+63,5.782536129912167,2.7012829415654163,5.098237750905028,1.8876214558656441,Iris-virginica
+64,6.2679904427828665,3.3920905543129107,5.5697415217625075,2.3961593446006972,Iris-virginica
+65,6.119220950923309,2.203326834457807,4.384475839725303,1.3143503664758867,Iris-versicolor
+66,5.175056400523005,3.4017248034271343,1.4009237880694083,0.19889470581842505,Iris-setosa
+67,6.635560992028029,3.1407409488374367,4.73968344240006,1.5120484192134733,Iris-versicolor
+68,6.21624361534399,2.8134316273749964,4.764042732753082,1.7824406874928969,Iris-virginica
+69,6.122880590868355,2.607971626321392,5.640552196027635,1.40728138005993,Iris-virginica
+70,4.80346938457793,3.4001889811064623,1.652472899709855,0.2037860625005578,Iris-setosa
+71,6.180502660549884,3.323981773949701,6.1210906834879815,2.5,Iris-virginica
+72,4.8040052746847905,3.4010245079394865,2.0136265252773717,0.1985651520781334,Iris-setosa
+73,5.987405086796174,2.216452201690046,4.059690761478352,1.0991718873874885,Iris-versicolor
+74,5.542860180148722,2.4841845804566214,3.8782904249031436,1.125491905613146,Iris-versicolor
+75,4.300000601182763,3.0,1.108796127222262,0.10000010784727915,Iris-setosa
+76,5.8904869283388575,2.7955240477702223,5.113836469241104,2.3981801429444713,Iris-virginica
+77,5.277363145735066,3.670357484848977,1.5611262921995777,0.22300038776850256,Iris-setosa
+78,5.8226659499408155,2.703465623030985,5.103856220133329,1.9049483724023317,Iris-virginica
+79,5.803215401835671,2.7028969235727427,5.078179515157657,1.8641333861779152,Iris-virginica
+80,5.451315921483343,2.492797722451064,3.7389229420782595,1.1376162504225515,Iris-versicolor
+81,6.547474910037788,3.0,4.467730255290486,1.4501163975201865,Iris-versicolor
+82,7.699592533128952,2.619106246924435,6.89999832695346,2.3032809225588555,Iris-virginica
+83,4.602596681221724,3.122192971041081,1.4715388867928165,0.20203799467809394,Iris-setosa
+84,4.300000729724941,3.0,1.1014855857760184,0.1000001321149284,Iris-setosa
+85,6.1028725708607325,2.8365664695889006,4.708886845299442,1.2723200394091514,Iris-versicolor
+86,6.035133123813688,2.914897823683341,4.606592755468442,1.4445852131399217,Iris-versicolor
+87,5.455999530167316,3.404648186075582,1.5086203039189643,0.44715998971675464,Iris-setosa
+88,5.7944283275111514,2.7039563477204003,5.106519295525601,1.946447532648257,Iris-virginica
+89,4.640720834500521,3.538879868937816,1.0000003994385565,0.20425671068944018,Iris-setosa
+90,6.677224057414521,3.0991030385926526,4.66022105071739,1.474514996567566,Iris-versicolor
+91,4.529768798183103,3.141957258117749,1.4251340695470491,0.19981525165987324,Iris-setosa
+92,5.474010120448377,4.2,1.3964450461568927,0.19340155818776555,Iris-setosa
+93,5.6940487629200955,3.0,4.229374499087717,1.1947880234465427,Iris-versicolor
+94,6.878590022037834,3.20064744351404,5.866612636360229,2.3032837752367956,Iris-virginica
+95,5.987821251258348,3.4089821360932624,4.540883731974197,1.6265180484834258,Iris-versicolor
+96,6.67198198918192,2.494470092743266,5.740940795544835,1.7943796705149064,Iris-virginica
+97,5.733896786695803,2.8005729171195672,4.35133470993941,1.2978160151894853,Iris-versicolor
+98,6.030055474292638,2.206672497354458,4.0307189389104074,0.8935289240096302,Iris-versicolor
+99,4.572010125404,3.2127639046127197,1.3780912242458303,0.2013032553020697,Iris-setosa
+100,5.805118927111815,2.6889481206701658,5.09344413815243,1.8963526899077443,Iris-virginica
+101,5.582670286720202,2.4399382731994566,3.7990809807499923,1.0742450538685562,Iris-versicolor
+102,6.032233682828683,2.1839461401430915,4.121267242558222,1.0278007462719643,Iris-versicolor
+103,4.983060731717586,3.0,1.6185842890912603,0.19748605629708826,Iris-setosa
+104,4.927486556651553,3.1082278092826043,1.4793884319349058,0.1,Iris-setosa
+105,6.692436937823402,3.0,4.987286528711052,1.6894466593964665,Iris-versicolor
+106,6.081411692592203,2.8631086639726915,4.709801536833126,1.2552443949441507,Iris-versicolor
+107,5.925079348462429,3.202313799822735,4.780104879603541,1.754635168026032,Iris-versicolor
+108,4.9920219554322465,2.0,3.2578991313668157,0.9922212001855591,Iris-versicolor
+109,6.1228583138719355,2.859014866355117,4.733287884667634,1.3364388445773268,Iris-versicolor
+110,6.089680689287669,2.598056447432514,5.63051588147107,1.4108009932915764,Iris-virginica
+111,5.630219766829439,2.7671644250331626,4.416973518802553,1.2866125759809046,Iris-versicolor
+112,7.674164132953668,2.599196797852115,6.9,2.3000575221148045,Iris-virginica
+113,6.180967868057463,3.404945113250244,5.515869565205826,2.329999112223564,Iris-virginica
+114,4.400776387266035,2.9287693803338306,1.409736123698455,0.19568580856338658,Iris-setosa
+115,4.300000505762261,3.0,1.1159023455245252,0.100000111021276,Iris-setosa
+116,5.208927262790806,2.6013285164697697,3.8118378353528617,1.3423365400049692,Iris-versicolor
+117,6.921609023714679,3.2018213376267606,5.863196491687587,2.288282868855144,Iris-virginica
+118,5.25372502854421,2.841511611365696,4.081755223709825,1.4405556048661858,Iris-versicolor
+119,6.2367303981824405,2.845587098165583,4.537657678482461,1.4821744294467762,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.166289881956367,2.5284111195764982,3.5476359219762026,1.1878583995650078,Iris-versicolor
+1,6.676774213334423,3.0922346656279185,4.706505282322565,1.4862744035429634,Iris-versicolor
+2,4.972900739609648,3.403346326516053,1.5985198675900665,0.3148033416999821,Iris-setosa
+3,5.184683692912764,3.405683244965415,1.4047927405328586,0.20300419431037087,Iris-setosa
+4,6.875846267426669,3.2066679815612877,5.823033984141109,2.3026826710721067,Iris-virginica
+5,4.3,3.0,1.1134226384558206,0.10000009934449139,Iris-setosa
+6,5.384998631530928,2.4610989417685913,3.5767882649217677,1.0521799307140631,Iris-versicolor
+7,5.756828022976486,2.7058164898171047,5.1024019500831,1.9167589097773927,Iris-virginica
+8,5.072911415098104,3.350579439537693,1.7095463268940032,0.5073395769245086,Iris-setosa
+9,6.492136482109633,3.0,5.806407663441249,2.179103489593025,Iris-virginica
+10,6.1058175999307425,2.6025478482832827,5.62252418425242,1.3984368096014512,Iris-virginica
+11,7.899998670490916,3.7611843563503564,6.452431024100792,2.0103333163236554,Iris-virginica
+12,6.583063802429698,3.2066850015801265,4.735777718847094,1.5378729509869677,Iris-versicolor
+13,6.530008369002401,3.2042679507567318,5.102149764856826,1.9550588415566217,Iris-virginica
+14,7.166457622454632,3.2161181898998445,5.955123074946807,1.8084910914832297,Iris-virginica
+15,4.578284140374394,3.159091865533789,1.4711811932733385,0.20138177178125466,Iris-setosa
+16,6.185536447042794,2.7741860009946073,4.849182682846299,1.7998291186475561,Iris-virginica
+17,5.760540895825552,2.799970399940982,5.089667907748285,2.4175754757897923,Iris-virginica
+18,5.505077199665933,4.2,1.4069063046769246,0.20369465987456997,Iris-setosa
+19,4.97801810549734,2.0,3.3951250075765995,1.0238464393833178,Iris-versicolor
+20,7.710650247796885,2.613020553742301,6.8999981203935565,2.3077819952199006,Iris-virginica
+21,6.327589828899337,3.310654969760783,6.012264336307592,2.4999997851852735,Iris-virginica
+22,4.969924665503964,3.398209594644325,1.5941871427236431,0.3757601854705099,Iris-setosa
+23,4.582452501480765,3.6455991514033688,1.0,0.20081935057410075,Iris-setosa
+24,5.489879892338703,4.199998763443858,1.3948235529865136,0.2008442097181047,Iris-setosa
+25,5.8053748362913,2.813800465834515,5.108664043724314,2.393455071738579,Iris-virginica
+26,5.031136863679832,3.524253313279454,1.4086703404147893,0.20476387162920784,Iris-setosa
+27,4.300000500417309,3.0,1.110909025977862,0.1,Iris-setosa
+28,5.968207709062988,3.3983678666571797,4.4604376797741425,1.5753672942612869,Iris-versicolor
+29,5.83530503588347,2.8220602431920208,4.568868415538722,1.3542510824270058,Iris-versicolor
+30,5.664994311305952,3.781277254084438,1.5990364925508633,0.3232786695952013,Iris-setosa
+31,6.657637146709698,3.0,5.005305290620167,1.6748794583889222,Iris-versicolor
+32,5.205412342001987,3.4013340765322213,1.407766232843044,0.20154155684397035,Iris-setosa
+33,5.686624531609685,2.9583566740127303,4.0182798452053206,1.3155163998279678,Iris-versicolor
+34,4.622879998456791,3.21168047305624,1.4045134844172171,0.19976731367561673,Iris-setosa
+35,5.524010714428088,3.0,4.520677139204008,1.501255209858122,Iris-versicolor
+36,5.660402564361242,3.774312014661225,1.5855116685403656,0.26887310887765914,Iris-setosa
+37,6.710300311765322,3.124898192829286,4.716192164926124,1.5124248904248805,Iris-versicolor
+38,6.2958491137674555,3.2946954638757586,4.651130274188856,1.5764745889121712,Iris-versicolor
+39,5.951220056108481,2.957613866931215,4.54951846148266,1.4899445704092797,Iris-versicolor
+40,6.810300810529931,3.2096898728840757,5.717184416689282,2.3085438891895844,Iris-virginica
+41,5.083183652540156,3.2652227793769493,1.7528005602978927,0.3984455682916916,Iris-setosa
+42,7.740042335510331,2.5804352313912045,6.9,2.3207848211036755,Iris-virginica
+43,5.031319567324529,3.6128654673657783,1.3971632374309273,0.20182489145751584,Iris-setosa
+44,5.0092753969378405,3.0,1.5971026716234744,0.20241346642665256,Iris-setosa
+45,7.551246685088181,3.0,6.581781198613951,2.063867432536299,Iris-virginica
+46,4.777152293754829,3.4018948474934945,1.5852376820613585,0.20025770449661567,Iris-setosa
+47,6.084509440890031,2.8820770066918944,4.6863850170320624,1.3472357473961691,Iris-versicolor
+48,4.876164578289759,3.071083988183074,1.4913025404632874,0.1,Iris-setosa
+49,4.587897943181295,3.5709704863103053,1.0,0.20204629512360145,Iris-setosa
+50,6.691833215535953,3.093148268760747,4.709273380094398,1.5274845754920172,Iris-versicolor
+51,5.997582838913063,2.19196860301255,4.9886800655252035,1.5068661343473804,Iris-virginica
+52,5.151229489306269,2.4953193362189605,3.0534536791807874,1.0711981603213165,Iris-versicolor
+53,5.8047906088535495,2.613015410778682,3.951928230237298,0.841830138176631,Iris-versicolor
+54,5.497597214240099,4.2,1.4104800518108722,0.1957161086464182,Iris-setosa
+55,5.820064919462821,2.8157169149299897,4.51671077574823,1.345374683276959,Iris-versicolor
+56,4.628633072831538,3.598731624687774,1.0000003944403268,0.20940135405800134,Iris-setosa
+57,5.045787328587639,3.5731458694163254,1.408601562128533,0.20016068535162473,Iris-setosa
+58,5.504680386962614,3.0,4.4970265734683785,1.4692151310198065,Iris-versicolor
+59,6.585126283075175,2.915030244665858,4.711562823299742,1.5619074409425586,Iris-versicolor
+60,6.719487107417555,3.094701077291073,4.681058431471265,1.5127849002462765,Iris-versicolor
+61,6.0444108701696715,2.9065891129162282,4.6419115308594865,1.4196129162325157,Iris-versicolor
+62,5.397636370402099,2.5551115114037,3.914297673425965,1.2841658800162297,Iris-versicolor
+63,6.686766784092373,3.0940665816572808,4.705323293106508,1.5052297715088034,Iris-versicolor
+64,4.794214992913769,3.0,1.4018311071457275,0.3848842002009053,Iris-setosa
+65,5.682912467045195,3.7806990765916293,1.6395605982440487,0.32127729199582267,Iris-setosa
+66,5.95906144596527,2.1981873962367313,3.949035684076186,1.0404298237408143,Iris-versicolor
+67,4.59734177707268,3.635411114129506,1.0000004559770277,0.19839450291299093,Iris-setosa
+68,6.862683991739684,3.1903925367042882,5.45149938311079,2.30563529348599,Iris-virginica
+69,4.794352468332613,3.0,1.4061316386603073,0.3860192820318384,Iris-setosa
+70,6.195242932345956,2.7945807165017853,4.818128521552349,1.8006409061002484,Iris-virginica
+71,5.149977228508653,3.4699692870511396,1.4019388939508874,0.20539603133134857,Iris-setosa
+72,6.199054602515047,3.3898989571663707,5.493921369959495,2.317820033778133,Iris-virginica
+73,5.856888204008141,3.180604246371274,4.772561476802608,1.7357495041751934,Iris-versicolor
+74,5.00236124199148,2.0,3.578227889272978,1.0232732171634868,Iris-versicolor
+75,5.032988486526974,2.0000005414744653,3.543683806133869,0.8689032548379778,Iris-versicolor
+76,4.842709649223914,3.0,1.4128924544496626,0.26848612017783025,Iris-setosa
+77,4.420369214327,2.903751393807797,1.4038225286549377,0.2009469678273588,Iris-setosa
+78,6.488741299157085,3.0,5.793378540844071,2.16891023894908,Iris-virginica
+79,5.529690442882578,3.0,4.452354784537852,1.4909476475439816,Iris-versicolor
+80,7.216810281125921,3.2068331630184557,5.954464405444919,1.7811166976166302,Iris-virginica
+81,5.434399276659635,3.0,4.5019616013629244,1.5029719275051294,Iris-versicolor
+82,5.958393431361816,2.189138598284407,4.976560020756943,1.484939806429893,Iris-virginica
+83,5.8770631549628884,3.2037793870246847,4.821841555279821,1.7791683966899365,Iris-versicolor
+84,5.0955887749022475,3.312062040080827,1.5981199336157759,0.43914844153349253,Iris-setosa
+85,5.9980306390342175,2.2135078191532065,5.061394059957545,1.5170406047780776,Iris-virginica
+86,5.428535369790756,3.0,4.4485460580646,1.4979444111482523,Iris-versicolor
+87,6.091814886695112,2.9181231168804826,4.71033699510356,1.4039451849978968,Iris-versicolor
+88,7.240277805893265,3.160605961938926,6.1103652160496935,1.8234627509654002,Iris-virginica
+89,7.705428696190083,2.804213713920413,6.693057399103982,1.9819535713649234,Iris-virginica
+90,4.399072605146088,3.2078526054751193,1.325346057880425,0.20254839177037742,Iris-setosa
+91,4.8204476320825105,3.3955959531165627,1.765740693625762,0.19838807469877612,Iris-setosa
+92,5.6863160433568085,2.8771651224151396,4.130714324272278,1.2612336219072033,Iris-versicolor
+93,6.85074747616411,3.0846308482565776,5.081260594801389,2.292329261716046,Iris-virginica
+94,4.983676821269535,3.0,1.5879304440146875,0.2007660574450849,Iris-setosa
+95,4.810945418442374,3.4076578050870108,1.5933383631806417,0.20228307351798633,Iris-setosa
+96,6.349629152635204,2.6824782286058357,4.900876824410927,1.7839505684700971,Iris-virginica
+97,6.452998766753326,2.7931066363598305,4.612943399593375,1.4806553551448816,Iris-versicolor
+98,5.522950150120062,2.4788550309856707,3.9888652512189418,1.285089640979413,Iris-versicolor
+99,6.310934891809173,2.4872348095863823,5.010805478071454,1.9011826065834023,Iris-virginica
+100,5.785112373713973,2.8111625033489394,5.1606491138447605,2.4091934868964118,Iris-virginica
+101,6.130194991924407,2.598233016615027,5.633068286094504,1.3979536496976344,Iris-virginica
+102,5.515812206493329,4.199998478216875,1.396129857556233,0.20556472769949202,Iris-setosa
+103,7.716888762029695,2.786692842631321,6.717347333515495,2.0170489975579766,Iris-virginica
+104,6.332955526331486,3.334455504881749,5.502769820697342,2.3557101628714547,Iris-virginica
+105,6.295501806446794,3.306610171050525,5.945018370986216,2.49999979395251,Iris-virginica
+106,5.446614623326745,3.0,4.530918608221674,1.5165754966062983,Iris-versicolor
+107,7.899998900679515,3.814706494473508,6.401441447740381,2.0576999492256904,Iris-virginica
+108,5.52587941684225,3.0,4.539353223802019,1.5059972617905348,Iris-versicolor
+109,5.198291455402909,2.5369056163808326,3.687192659273464,1.2932820105661413,Iris-versicolor
+110,5.999219675250714,2.1890583241593524,5.003213814598251,1.4984829689277015,Iris-virginica
+111,4.561744197369447,3.6207039518859867,1.0,0.19706963612238926,Iris-setosa
+112,6.80255042228508,3.2046927256110798,5.792718681499994,2.3051515212118745,Iris-virginica
+113,5.433211961330041,3.0,4.506826424181747,1.50131643754238,Iris-versicolor
+114,5.8791605884519935,3.176907602856122,4.805831183361431,1.7707536205034007,Iris-versicolor
+115,5.363011768612641,3.3984652652292637,1.5333733930016191,0.4417366965568911,Iris-setosa
+116,5.790679123017482,2.7067011188401158,5.0856804687210975,1.8868940801482015,Iris-virginica
+117,5.827871587212662,2.9824966253036167,4.327663710856323,1.398114485852755,Iris-versicolor
+118,6.856334133638702,3.203653505494911,5.812447554754636,2.3056099427839056,Iris-virginica
+119,6.131499633031265,3.3621923858169147,4.594996293671284,1.581955921150018,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.793235583800849,6.371587272541226,2.0220979166457527,Iris-virginica
+1,4.611593599797846,3.173925807462306,1.4094892808680544,0.19849123221488604,Iris-setosa
+2,5.274974484186932,2.7971536771126377,4.142680154873078,1.4170658506343128,Iris-versicolor
+3,6.712241742567527,3.086166425902416,4.681417606818132,1.469034416928748,Iris-versicolor
+4,5.161833381203736,2.511902729625603,3.2676799853971943,1.1437101359268074,Iris-versicolor
+5,4.607665089146856,3.1810559176697892,1.379484285342397,0.20195838887197512,Iris-setosa
+6,5.680267757328116,3.820103231032187,1.6313918547542903,0.27605718170551996,Iris-setosa
+7,4.300000456775575,3.0,1.1131132563673674,0.1,Iris-setosa
+8,4.604620627259105,3.619392273666991,1.0000004078436964,0.19853301331737483,Iris-setosa
+9,7.714424436521772,2.5971353828428487,6.9,2.296616201015092,Iris-virginica
+10,7.0214621417473735,3.2037604601197223,5.759846647256724,2.3009141926199232,Iris-virginica
+11,5.186526484455121,3.40064392005512,1.4007273053429372,0.20522940109217197,Iris-setosa
+12,7.89999827412193,3.785675463098178,6.359410516966063,1.9979208914006823,Iris-virginica
+13,5.6776121644752555,3.0,4.195135034815853,1.2335566474367987,Iris-versicolor
+14,5.945113909255404,2.198994928889438,3.978969987636506,1.0327874357119287,Iris-versicolor
+15,5.812478964629676,2.728975749442316,5.099845460212151,2.0973583812048764,Iris-virginica
+16,7.702790978372778,2.8177475024333813,6.712069827792668,1.9702386603255737,Iris-virginica
+17,6.384377947399769,2.812043119854607,4.513901779876846,1.4960226580202967,Iris-versicolor
+18,6.303746552022732,3.3908910132216654,5.571775317267147,2.3798468818248333,Iris-virginica
+19,7.040216578394725,3.1615645544779687,5.71320705447585,2.314497487899779,Iris-virginica
+20,6.021524221531817,2.1954418997209304,4.998827559208739,1.504713063685834,Iris-virginica
+21,6.287267438070063,3.4018903457061485,5.538800910370439,2.3645327559681033,Iris-virginica
+22,6.322632151343011,3.2886909187450497,5.944884292628089,2.4999996836023897,Iris-virginica
+23,5.435197102736569,3.9003815039033984,1.3048975495816832,0.3835713608522687,Iris-setosa
+24,5.508537268365926,2.4523029412312654,3.709611219723692,1.0192500152831778,Iris-versicolor
+25,6.652979754273653,3.0,4.458450318806045,1.4368647001032504,Iris-versicolor
+26,4.954693261402638,3.0841308170083885,1.5326473945848202,0.2645927021908498,Iris-setosa
+27,4.805453784223606,3.4043127692578024,1.7087550842410077,0.20150597182822674,Iris-setosa
+28,7.899997994368799,3.758653080842875,6.381281527202033,1.9976986245971,Iris-virginica
+29,7.70496755750397,2.8434664367562688,6.706179684109435,2.0296334352472813,Iris-virginica
+30,6.303331508418145,3.4003219239140487,5.541698272396886,2.3808580887416517,Iris-virginica
+31,6.262321621585345,3.307927465609224,6.050974375550574,2.5,Iris-virginica
+32,5.91899052221601,3.202655612216793,4.8031088963858375,1.7984799853821218,Iris-versicolor
+33,6.67499615195384,2.803518542631008,4.720152943282222,1.466094764604615,Iris-versicolor
+34,5.691872907356237,3.0,4.210831608069969,1.1864271608199584,Iris-versicolor
+35,5.535664216317935,2.5053824702861145,3.942288231772625,1.154032094023804,Iris-versicolor
+36,6.257124552750045,3.397207625308837,5.478479239205644,2.3695182511130155,Iris-virginica
+37,6.712013338943825,3.0,5.004813598574275,1.6740394593688395,Iris-versicolor
+38,4.3,3.0,1.1086927561297508,0.10000010727923053,Iris-setosa
+39,5.390695873978369,3.0,4.471541220532515,1.4811355715115333,Iris-versicolor
+40,4.796797256700502,3.391042600285108,1.8819619667003478,0.20033908166527445,Iris-setosa
+41,6.46760970899235,3.0,5.75577263450922,2.2284570897274496,Iris-virginica
+42,6.320913144164731,3.391819674032013,5.557901718728507,2.38070791612075,Iris-virginica
+43,4.644458337497274,3.2345667172904777,1.4066356182684363,0.19632777028727266,Iris-setosa
+44,7.166902175957479,3.214395946779472,5.956405978840955,1.8080595056873647,Iris-virginica
+45,4.804006400341071,3.399936272663053,1.7624234854289982,0.198412810837438,Iris-setosa
+46,5.735711836706349,2.815128171850011,4.213982138524119,1.0992243820753347,Iris-versicolor
+47,4.3,3.0,1.0953721261534877,0.1,Iris-setosa
+48,4.612819539145452,3.10871588405402,1.5125739987491098,0.20048455600538792,Iris-setosa
+49,6.5429984506992405,3.2076537187911427,4.729852259129043,1.558562406821067,Iris-versicolor
+50,6.221178318726466,2.214110643029906,4.514574569189715,1.4712416430538224,Iris-versicolor
+51,4.989839723271969,3.0,1.5957015785798279,0.20036819631419828,Iris-setosa
+52,5.017809452190328,3.402112061215269,1.840364283626617,0.394831233043867,Iris-setosa
+53,4.629455420475955,3.6043393660416387,1.0,0.2054364282916796,Iris-setosa
+54,5.1216197526202745,2.5004893805540864,3.148071199346933,1.114419144696164,Iris-versicolor
+55,5.598085495932382,2.9165141023143493,3.6155792295198834,1.3013348154936255,Iris-versicolor
+56,6.808193304196598,2.8018982016157414,4.79124533623177,1.403697138439205,Iris-versicolor
+57,5.736170105968264,2.903193075660537,4.218144638153298,1.3370840580014562,Iris-versicolor
+58,4.589622740999425,3.6675120556522667,1.0,0.19745913897864414,Iris-setosa
+59,4.98821714744777,3.679302963689741,1.412293716429104,0.1983313080253865,Iris-setosa
+60,6.779111105368036,2.8494772623396494,4.826432164796291,1.4563533671136644,Iris-versicolor
+61,6.093567744410063,2.878082194927159,4.690095614781451,1.3475529078189195,Iris-versicolor
+62,5.2261097702688275,3.4002425081236756,1.4048480077318963,0.1993848779315989,Iris-setosa
+63,7.7134585740135275,2.6016504710959243,6.8999989722545365,2.3052129427562544,Iris-virginica
+64,6.00723888061152,2.189916453209925,4.019041518854339,1.0112712735139846,Iris-versicolor
+65,4.3,3.0,1.105337331910024,0.10000009577333796,Iris-setosa
+66,4.404418649393414,2.917494197240424,1.396888398165398,0.20211603575026732,Iris-setosa
+67,6.592774908802631,2.9913316225357813,4.455428451434815,1.439604566840942,Iris-versicolor
+68,6.81014767671146,3.1719657407109265,5.843850451065385,2.302084610013341,Iris-virginica
+69,5.6203476737607145,3.7966240826927096,1.5385998847540552,0.3014691250299306,Iris-setosa
+70,6.3615606097783735,2.644085321561936,4.96444140165345,1.8143013590275752,Iris-virginica
+71,6.696469262059306,3.0,4.999127640390848,1.709218259771635,Iris-versicolor
+72,6.2677000887665315,3.295303462415154,6.06157293673442,2.4999997392259488,Iris-virginica
+73,5.027947559082194,2.000000511255129,3.5979660511746827,1.0274208377995122,Iris-versicolor
+74,5.798807700927643,2.7203770425866165,5.093576091278899,1.917258502037396,Iris-virginica
+75,7.687730598993933,2.8091603005026053,6.70746824818826,1.990554020977845,Iris-virginica
+76,6.916649547277742,3.1987359767978405,5.714093975213526,2.281486914377657,Iris-virginica
+77,7.6885213064872255,2.832059344345135,6.681597839464515,2.036697362139935,Iris-virginica
+78,5.283056145264509,3.4829780305552704,1.3865970290859702,0.2400072991339027,Iris-setosa
+79,6.486745536029304,3.177306534212758,5.0915832202830185,1.9683086706229813,Iris-virginica
+80,6.0028586605665595,2.1984983009495553,4.054804531448356,0.9535244447773568,Iris-versicolor
+81,4.300000806811211,3.0,1.0880857776100108,0.1000001099243572,Iris-setosa
+82,6.386517610616182,3.196537220177949,5.301295312797767,2.289681084589468,Iris-virginica
+83,6.720877847942968,2.500524198498527,5.985352007064981,1.8102734410896908,Iris-virginica
+84,5.492319450179063,2.5211483285844287,4.047219269802868,1.3053422766483855,Iris-versicolor
+85,4.926017448669577,2.0,3.589316935826481,0.9446548566965937,Iris-versicolor
+86,4.617940603226184,3.6591932851451983,1.0,0.19289885476080365,Iris-setosa
+87,6.383541419341291,3.196882245893707,5.284910999058507,2.3064041296151276,Iris-virginica
+88,6.3006854942373955,3.3715127048836964,5.503734952895737,2.314849709017812,Iris-virginica
+89,4.827009348929606,3.003684066579105,1.4535697714867928,0.1,Iris-setosa
+90,5.588599749524047,2.506155211377185,3.850571528078634,1.0895335445095293,Iris-versicolor
+91,5.780564879467824,2.7142794523878804,4.158435312399035,1.0568187391926456,Iris-versicolor
+92,5.1313477201815525,3.4263624533284647,1.4103016740593997,0.19758890227380352,Iris-setosa
+93,4.602594983782348,3.1154433869945306,1.4894964958537842,0.1967333025839833,Iris-setosa
+94,5.684062119949314,2.972728366367867,4.229964019525376,1.3098631090115191,Iris-versicolor
+95,5.2216391520494545,2.5434992044976332,3.617270658431023,1.2052353678986254,Iris-versicolor
+96,4.980631260002643,2.0,3.24789421909694,0.8479118225148812,Iris-versicolor
+97,4.809693135350834,3.0,1.386805524285522,0.1,Iris-setosa
+98,5.70273855102917,3.0,4.169478521609683,1.1891898400354104,Iris-versicolor
+99,4.381379589468488,2.8721301583211147,1.3729053609133923,0.1951058221225334,Iris-setosa
+100,4.300000503835089,3.0,1.1004177797393004,0.1,Iris-setosa
+101,6.0054290501063186,2.2170405230610073,4.970487221523329,1.5033094851456152,Iris-virginica
+102,5.7532076049509175,2.786168356262132,5.089910535712232,2.3885884974305864,Iris-virginica
+103,5.771293408747772,2.694366154732,5.098847016125597,1.9068914440073923,Iris-virginica
+104,6.39008353395987,3.1789676882077167,5.35252603112138,2.2913498626555833,Iris-virginica
+105,5.7639370633208,2.673685824955592,4.069437859809,0.9356144658745561,Iris-versicolor
+106,5.664218180655075,3.0,4.095220544452559,1.2101973590871866,Iris-versicolor
+107,6.2241033150774125,2.7910661267798638,4.851661964183696,1.8347130867350623,Iris-virginica
+108,5.531626537265075,3.6176466693023315,1.5455739542583948,0.37119156845032236,Iris-setosa
+109,7.714485764537425,3.0,6.116550564150358,2.311142397411771,Iris-virginica
+110,4.300000475376443,3.0,1.0981610911254434,0.10000009177158523,Iris-setosa
+111,6.09330497803588,2.5913907565236096,5.600782712011204,1.3937635213142465,Iris-virginica
+112,4.813434610916885,3.0,1.3956320644451665,0.1,Iris-setosa
+113,5.785230818383858,2.720506700376561,5.0924939498097785,1.9167289091542015,Iris-virginica
+114,6.313225088736776,3.279845771640965,5.920189069783994,2.499999644532953,Iris-virginica
+115,5.813431755478014,2.709192486166136,5.095536571511303,1.9037816484297254,Iris-virginica
+116,5.847568696417639,2.7199189853249814,4.259829884396857,1.025719165947199,Iris-versicolor
+117,4.565862147473903,3.099981698032831,1.478381338773296,0.2009704806950757,Iris-setosa
+118,7.695568455696546,2.5766975446302465,6.9,2.3072090204657356,Iris-virginica
+119,5.067108101521777,3.4764658186637383,1.4003796578262562,0.1982539645964102,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.356185425940111,3.3033146469586585,6.024592921358617,2.499999707076365,Iris-virginica
+1,5.41064679475568,3.9244889616285574,1.2793444025069465,0.39805187521661134,Iris-setosa
+2,6.700081972577032,2.476480215721316,5.784522892217359,1.7814037849316895,Iris-virginica
+3,6.223994612560478,3.3886561418731276,5.442188039052187,2.3246583025957497,Iris-virginica
+4,6.274625622659886,3.4079235030165895,5.59771845571449,2.4002502541030886,Iris-virginica
+5,7.093073584762867,3.2060111048620663,5.922599950535307,1.90145297355833,Iris-virginica
+6,4.599131437227058,3.0958266225869484,1.5188991026207086,0.201258176149257,Iris-setosa
+7,6.261472855585689,2.7269906077813513,4.868252936025405,1.8061013924958271,Iris-virginica
+8,6.787475909774349,2.814043359332444,4.826638484873981,1.4193272742532892,Iris-versicolor
+9,6.718829981527249,2.49996766799113,5.871708907473331,1.7987692948782343,Iris-virginica
+10,4.830599768295621,3.0,1.4447270162338104,0.10000009780635429,Iris-setosa
+11,6.011028940873894,3.399641980803763,4.4780306395273906,1.601939644776218,Iris-versicolor
+12,5.821167358491452,2.8281544725640493,4.47226325324008,1.3753931276178029,Iris-versicolor
+13,6.715363608787221,3.0,4.986717901455596,1.6871654181108484,Iris-versicolor
+14,7.704513877853892,2.8004497050850956,6.709191524974441,2.02265735248738,Iris-virginica
+15,4.3000005108799595,3.0,1.1005431350407167,0.10000010775381522,Iris-setosa
+16,6.258065703562981,2.874032720252052,4.645684731377754,1.4760687119960165,Iris-versicolor
+17,5.743122803845978,2.704202605948292,5.089818721232986,1.9621849199740384,Iris-virginica
+18,6.572130481447607,3.0,4.4395439456483565,1.4059813447255327,Iris-versicolor
+19,5.818971966348577,2.697214450388281,5.097210635960953,1.894592674372195,Iris-virginica
+20,5.776734228865128,2.7186090267771448,5.107527626734294,1.9510427624013367,Iris-virginica
+21,7.6842479943898425,2.5921913400947725,6.9,2.283902392590353,Iris-virginica
+22,5.524043329480383,4.199999052098109,1.4101331010557845,0.20045800088245988,Iris-setosa
+23,4.611911876167326,3.187274331833631,1.405347565572807,0.19739800360123277,Iris-setosa
+24,7.691620196627786,2.8090103245401172,6.706891573712339,1.9782298101907012,Iris-virginica
+25,6.565020825520578,2.5142594345125047,5.477763697866951,1.7952426689428338,Iris-virginica
+26,6.2846684051396675,3.308597852518029,5.949205872632653,2.499999805145468,Iris-virginica
+27,5.722808353765987,2.941556712216374,4.1912520841975285,1.2413031917147817,Iris-versicolor
+28,5.833356459739916,2.7047941935107116,4.065782920693828,1.0159828268218016,Iris-versicolor
+29,6.298959328135451,3.3120510222281636,6.0180868564154855,2.5,Iris-virginica
+30,6.224408836699549,3.4019243054038886,5.498679120419807,2.384087833660121,Iris-virginica
+31,7.899997636105306,3.79546943521535,6.384485601486761,1.9752432020906845,Iris-virginica
+32,6.287981212959348,2.509630194695817,4.981829853114994,1.8867489882011033,Iris-virginica
+33,4.593001373966311,3.6031018890575344,1.0,0.19997896831450546,Iris-setosa
+34,6.939260021269731,3.1901330481670387,5.645328557504078,2.301917176295773,Iris-virginica
+35,5.081225082962414,2.493315795182359,2.7873325012649275,1.0670289731136298,Iris-versicolor
+36,6.737981402099285,3.1690149022735907,5.597062690885686,2.309659358706217,Iris-virginica
+37,5.033487817458875,3.547835898266771,1.401710259982651,0.2006356682189479,Iris-setosa
+38,6.445493217884012,3.1796594259622935,5.377943287763124,2.2901996168639625,Iris-virginica
+39,5.687377468838825,3.7625689279154186,1.5940135951262415,0.2752071692341705,Iris-setosa
+40,5.6544802958215135,2.7831861767375976,4.478123616202399,1.329001926622,Iris-versicolor
+41,6.268239634779629,3.393407706501922,5.639076906113196,2.387153506409881,Iris-virginica
+42,4.610573768339347,3.1687135444251453,1.4280421850295026,0.2001250086753511,Iris-setosa
+43,5.919878890196744,3.201704642684955,4.7956496441866525,1.7916730511780605,Iris-versicolor
+44,5.643643750173597,3.0,4.541430880299438,1.5256414106359988,Iris-versicolor
+45,4.300000504455731,3.0,1.1066043388978437,0.10000009892028205,Iris-setosa
+46,5.112886667650059,3.2992543826281984,1.791784358488868,0.433073693106071,Iris-setosa
+47,5.218218948302802,3.405354789988879,1.3999003952297349,0.196765175663686,Iris-setosa
+48,4.613918979445184,3.1695989750480664,1.4343619416052502,0.20178353051084186,Iris-setosa
+49,5.824307875133577,2.77641201525652,4.147996930630797,1.0885943514974519,Iris-versicolor
+50,6.719506340144315,3.1447810502586186,5.605237934804819,2.325141875715639,Iris-virginica
+51,6.8924518409629725,3.023912559169405,5.178385098538754,2.2630135052975726,Iris-virginica
+52,4.30000050865734,3.0,1.1074411666830606,0.10000011896064147,Iris-setosa
+53,5.510625127701742,3.0,4.471546216655338,1.4843449581136292,Iris-versicolor
+54,5.013363249630993,2.0,3.643062346685233,0.9545218940310362,Iris-versicolor
+55,6.018394050757508,2.2195893198337067,5.006895298867443,1.4934523386268777,Iris-virginica
+56,4.403116479809517,2.976971975199633,1.374552092962322,0.20050434432283729,Iris-setosa
+57,5.79245761363726,2.9179173251401567,4.403455048612332,1.3920682070314654,Iris-versicolor
+58,5.515291429685629,2.5063817319257513,4.041430329635283,1.3254567094842282,Iris-versicolor
+59,4.775032803321272,3.3884045130433713,1.8909984678004956,0.19697984393097634,Iris-setosa
+60,6.013661518619678,2.771751130605914,4.458122844403437,1.1230817307126726,Iris-versicolor
+61,7.9,3.845919586351219,6.44833977208445,2.059034198133138,Iris-virginica
+62,6.174171446459852,3.3448345740797922,4.663150372236107,1.608995139623683,Iris-versicolor
+63,5.128475794135006,3.4071577820874213,1.3961083756101438,0.2000570813494657,Iris-setosa
+64,6.680362676297827,3.0639135186137705,5.885103319416201,2.262088882009819,Iris-virginica
+65,7.7183879161410625,3.0,6.151888940462445,2.3030763699248755,Iris-virginica
+66,5.101956453203061,2.4853064514156205,3.028048110761684,1.0791326167917132,Iris-versicolor
+67,5.082253621633888,3.409083636997921,1.4037367318338736,0.19834546552310348,Iris-setosa
+68,6.613080396808478,3.0,4.97246117356789,1.7285338712514686,Iris-versicolor
+69,5.972092616906304,2.899397403777493,4.607681088974713,1.4569720532289008,Iris-versicolor
+70,6.446228497284634,3.199433418875362,5.263657525737359,2.2932940192063413,Iris-virginica
+71,6.309564882917463,2.437758874799752,4.9953250266578335,1.8958975080361897,Iris-virginica
+72,5.990590689119664,3.4032452258860864,4.5231104037296115,1.598582845615545,Iris-versicolor
+73,7.647282048272956,3.0,6.6510599101307415,2.081229654553351,Iris-virginica
+74,6.719780004211951,2.500647119933485,5.762249149124009,1.800333678728653,Iris-virginica
+75,5.122879966328022,2.558203371661526,3.5062763996192485,1.2371497198428665,Iris-versicolor
+76,5.709627710197545,3.0,4.228186189228358,1.2010973415853798,Iris-versicolor
+77,6.990211343335512,3.044419091689388,6.104978924992372,1.9062601575140892,Iris-virginica
+78,5.624242024916751,3.0,4.280678432343535,1.3270406318078931,Iris-versicolor
+79,5.7429711241462735,2.833095314196282,4.4014471450095085,1.320565755377795,Iris-versicolor
+80,7.899998700325982,3.779185147842275,6.3619946804210725,1.9972688966704641,Iris-virginica
+81,6.349798453352684,3.2847954717952135,4.714357717852561,1.6007001451783291,Iris-versicolor
+82,4.812534783677465,3.0,1.4188483219864219,0.10000010093842217,Iris-setosa
+83,5.054652792314272,2.4856488109203476,2.819669931084359,1.0763313060199613,Iris-versicolor
+84,5.766701613259507,2.8708895502333927,4.479323083105259,1.344974978505814,Iris-versicolor
+85,4.606573889032467,3.609068730114718,1.0000003991043491,0.19989957997962154,Iris-setosa
+86,4.863925410046029,3.4431504545696434,1.7802147444440644,0.21267707326310842,Iris-setosa
+87,5.812686744461302,2.816339435850632,5.144214131134096,2.404038039622833,Iris-virginica
+88,5.9763974667937445,2.9153167272505933,4.475112683266937,1.524929633307503,Iris-versicolor
+89,5.634887084419722,2.495265557120041,3.924338656010301,1.0679027911569343,Iris-versicolor
+90,6.321760408074837,3.4017493515154196,5.617791104643005,2.4067724643021737,Iris-virginica
+91,4.3,3.0,1.1052092712302384,0.10000011296113112,Iris-setosa
+92,5.488543469546742,3.0,4.508483112614534,1.482480094836598,Iris-versicolor
+93,5.545822468381883,2.4658018726838535,3.9679161677020236,1.2382459379906583,Iris-versicolor
+94,6.309936442670589,3.403062599975959,5.570949263330814,2.3987365177087105,Iris-virginica
+95,6.686742732571215,3.108949459242488,4.673345016911289,1.4927917782752533,Iris-versicolor
+96,5.768867865719468,2.703532367295505,5.114050633075183,1.889351949211465,Iris-virginica
+97,4.3,3.0,1.0981299483170845,0.1,Iris-setosa
+98,5.963574389270438,2.219684391510397,3.969026243028961,1.0185818424525903,Iris-versicolor
+99,4.815972385601841,3.0,1.4391369613174751,0.1,Iris-setosa
+100,5.0701336089608295,3.5585648350064805,1.3957226984578766,0.20021218105600305,Iris-setosa
+101,5.218393552764368,2.6804331770817154,3.9036008144231387,1.3940592598519275,Iris-versicolor
+102,5.112571960200542,3.855343488810716,1.8370984356608466,0.2025253664790538,Iris-setosa
+103,6.041372153557438,2.37293374960315,5.166906092179851,1.4310883621246206,Iris-virginica
+104,5.55285887156637,4.2,1.3960466075575722,0.20349459944225745,Iris-setosa
+105,5.9892651361954075,3.403729264776165,4.455059296165651,1.595897993439132,Iris-versicolor
+106,5.386502976314625,3.407901400288177,1.4937270082876568,0.4055108665121793,Iris-setosa
+107,7.59265399434106,3.0,6.59515400203977,2.0771496506000595,Iris-virginica
+108,6.110929691468472,2.591231804560054,5.623201358996419,1.4055921379192609,Iris-virginica
+109,5.454079438154545,2.4354766006589528,3.656627055818279,1.052714584249909,Iris-versicolor
+110,4.3000007170827015,3.0,1.094376221792497,0.10000010783289383,Iris-setosa
+111,4.784154095010673,3.398575526719202,1.6321145010938527,0.19767799241131775,Iris-setosa
+112,7.379333220774853,3.039765708437304,6.386423365405094,2.201494474025101,Iris-virginica
+113,6.106683339847202,2.1917453712944472,4.226111936210935,1.2392478271223224,Iris-versicolor
+114,5.002339570219993,3.610552376658163,1.3979497865679738,0.1995259232911331,Iris-setosa
+115,7.9,3.7796344928851076,6.419532321459835,2.0183913944926304,Iris-virginica
+116,6.641698195468676,3.0381031820118976,5.894105978793659,2.2559471407297362,Iris-virginica
+117,6.683944226189013,2.489203845584624,5.792733071351106,1.7892567128812034,Iris-virginica
+118,4.4171597122818405,3.202271390739621,1.3180361926021473,0.1993929070744343,Iris-setosa
+119,4.789031996926933,3.0,1.4014342249122194,0.27513927914822256,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.028496275904186,2.23126492374421,4.980149345629975,1.5254774378623617,Iris-virginica
+1,4.593011986155606,3.675936078800151,1.0,0.2015721752695824,Iris-setosa
+2,6.145082813188994,2.5992400861252594,5.625855181450893,1.4125854637049031,Iris-virginica
+3,6.879941479210554,2.7958720994817283,4.801388806881455,1.385931311205438,Iris-versicolor
+4,6.2475560201598235,3.397495199875956,5.59506314072205,2.359112056774744,Iris-virginica
+5,6.70673841518538,3.14766106397487,4.733086979310111,1.5186086078017567,Iris-versicolor
+6,4.994966446463612,3.0,1.5985214774174663,0.19703208530073635,Iris-setosa
+7,4.794007216261056,3.391464167135847,1.5955284465035011,0.1965856428336783,Iris-setosa
+8,6.3085419608099755,3.2910620646303776,5.975689065830354,2.4999997450751845,Iris-virginica
+9,5.962495565168032,2.9392798700079057,4.563872595318193,1.5109148548980509,Iris-versicolor
+10,5.546261161018745,4.199998671247048,1.4073866705367628,0.20627881057807798,Iris-setosa
+11,6.896231344406851,3.197514785561075,5.6347571204054265,2.1613092514738685,Iris-virginica
+12,5.683627279484723,2.992102528788136,3.909736561487599,1.27994458094522,Iris-versicolor
+13,6.530919073928231,3.186009130407725,5.112078073243773,2.006006092143626,Iris-virginica
+14,6.112249575066407,2.7449401063371592,4.894948532315932,1.8576778021538913,Iris-virginica
+15,5.722689318720958,2.883388920816711,4.235679927348073,1.3120780930354652,Iris-versicolor
+16,6.087181048561382,2.5834359675997463,5.610891694069139,1.401618537918434,Iris-virginica
+17,5.227365715810765,3.4016550478960554,1.3960706142089228,0.19758842448006875,Iris-setosa
+18,7.730737035812238,2.605435201662428,6.9,2.3053612553295455,Iris-virginica
+19,5.48510312357753,4.199999150170766,1.3970829895389096,0.20128247693854712,Iris-setosa
+20,7.734416318976761,2.5979052144590753,6.9,2.304493224298678,Iris-virginica
+21,5.795479248518433,2.715099817559526,5.081142813734064,1.9108248571440538,Iris-virginica
+22,6.0245795513559806,2.199904096489847,4.992755113445733,1.5157858929660226,Iris-virginica
+23,7.8999987983125575,3.762646643843023,6.4036614013943405,2.0426796302977226,Iris-virginica
+24,5.735780960754312,2.7646092432272895,4.020472213803093,1.0957705481019724,Iris-versicolor
+25,4.931865634251498,3.4397598553593305,1.8377789477649669,0.25735952973663573,Iris-setosa
+26,6.32351481136815,3.2983468375249876,6.0073091975841155,2.5,Iris-virginica
+27,4.794572956498445,3.3983711650816693,2.113117640376764,0.2008354361767514,Iris-setosa
+28,4.806429826358045,3.3993005264998057,1.8043259240973608,0.2020768232126851,Iris-setosa
+29,5.482493468037684,3.0,4.506511148275085,1.4988298119977321,Iris-versicolor
+30,4.464777165666186,3.220221524944576,1.3305230255724643,0.18939970754856855,Iris-setosa
+31,4.391571999375718,3.1998996832832005,1.2829473349550058,0.19965073554282098,Iris-setosa
+32,5.999569812736974,2.202995388987082,4.024205702916707,0.943681801562822,Iris-versicolor
+33,5.179526300380955,2.701876529535803,3.8887852965648735,1.3927615577828796,Iris-versicolor
+34,7.699534389965299,2.575522326632614,6.9,2.3002385337868283,Iris-virginica
+35,5.699542038177579,3.0,4.0337358102245915,1.273822444183189,Iris-versicolor
+36,5.389329297966805,2.447658130837102,3.6200050073147767,1.0509331559751116,Iris-versicolor
+37,7.899998919115415,3.8007694352169095,6.390889142214508,2.0344898178226973,Iris-virginica
+38,6.672899787745966,3.0647030180219796,4.61037421371895,1.4510727443132476,Iris-versicolor
+39,5.094445668347106,3.348279297809717,1.5874300616828418,0.4153124335465648,Iris-setosa
+40,5.496403680297207,3.0,4.515166441750038,1.5063629635894555,Iris-versicolor
+41,5.499284276718458,4.2,1.4071146473665004,0.1985123988926076,Iris-setosa
+42,7.630989977102516,3.0,5.969817863422117,2.2699921273681496,Iris-virginica
+43,6.656025976537834,3.133911897921817,4.714611887446238,1.5042942166179154,Iris-versicolor
+44,5.618004121712429,2.8682543232464783,3.6894591354561848,1.294677224049433,Iris-versicolor
+45,5.120050025747035,2.5197089892230773,3.3362292986655,1.1936626479791483,Iris-versicolor
+46,6.025507026250835,2.8497343534999793,4.649166296237357,1.4021399278376738,Iris-versicolor
+47,5.923805903716399,3.2106882374523713,4.795807815607261,1.8283875650582264,Iris-versicolor
+48,6.284077598220973,3.397658991241013,5.614151784412684,2.3881509849852463,Iris-virginica
+49,4.786727952422152,3.0,1.4088132799570867,0.3109184078981498,Iris-setosa
+50,5.796290907431596,2.8499230764550374,4.235889764782458,1.3522825170262416,Iris-versicolor
+51,5.394846323306939,3.902228865346922,1.2810440999923616,0.32995662075642,Iris-setosa
+52,4.7880908118807515,3.4063513073669203,1.687602484718298,0.2008608945138559,Iris-setosa
+53,5.044164774892583,2.0000007678560334,3.6033293353481333,1.022734547855841,Iris-versicolor
+54,5.017137832819333,3.0,1.5878484285284002,0.19797893180450032,Iris-setosa
+55,6.5119063422553385,3.0,5.824141210456796,2.202901485082797,Iris-virginica
+56,5.152636761290378,3.302417997539122,1.5910307561121022,0.32875081269776635,Iris-setosa
+57,5.783069518004007,2.704428519278096,4.172865645294424,1.0544880555951612,Iris-versicolor
+58,5.2531663374071105,2.765808094097437,3.9805775923038453,1.4242536844432678,Iris-versicolor
+59,6.783639976376172,3.2282885511816866,5.837967025056559,2.315160560318762,Iris-virginica
+60,6.773992917861634,3.1884252767701704,5.90801715198791,2.287025281666303,Iris-virginica
+61,5.670588993154458,3.0,4.545857041227298,1.5322766969616195,Iris-versicolor
+62,6.354020999955199,3.278875219521442,4.712444245977151,1.5886493303948723,Iris-versicolor
+63,6.710612300890024,3.0,4.995960394391631,1.6879774762333124,Iris-versicolor
+64,4.832099495434325,3.404772400387656,1.814688429520305,0.20840182088601705,Iris-setosa
+65,4.3,3.0,1.1077097834994223,0.1,Iris-setosa
+66,5.462305245463831,3.0,4.4885451866539725,1.4737751738533014,Iris-versicolor
+67,4.97976636340303,2.0,3.58010897740478,1.0635594506581294,Iris-versicolor
+68,5.9111789360860305,3.2004281224737237,4.82020664871996,1.7629170040725102,Iris-versicolor
+69,6.840349096901519,3.201900862180013,5.6533482947989295,2.309498368223138,Iris-virginica
+70,4.3,3.0,1.0959630285111808,0.1,Iris-setosa
+71,5.998570382980161,3.3955065467121783,4.478750827950077,1.6078148528495544,Iris-versicolor
+72,6.258360931044356,2.759247974778461,4.831162940274815,1.8038807456233685,Iris-virginica
+73,5.573093547084623,2.8646102869911334,3.396510459050136,1.2977475038605129,Iris-versicolor
+74,6.526745922268723,3.193876446296451,5.079279708131194,2.0405330315787022,Iris-virginica
+75,5.783745483593727,2.6810790154208486,5.123882557930301,1.9085028451593737,Iris-virginica
+76,5.11760841883596,2.5491449449175945,3.5249426633558363,1.2119345889438728,Iris-versicolor
+77,5.23652808508769,2.5534045543200254,3.607385406030685,1.257263257458794,Iris-versicolor
+78,4.892004888447954,3.0762203577629736,1.4773108560551755,0.1,Iris-setosa
+79,6.300709439154325,2.545371265892864,4.981601242358091,1.8690280061024374,Iris-virginica
+80,5.022232112936577,2.000001405764537,3.4051984998574367,0.9704549091777523,Iris-versicolor
+81,6.677034210216867,3.0,4.996787213052278,1.6899433144944052,Iris-versicolor
+82,4.400741689461491,2.8982243492489763,1.3952312971407084,0.2016456234584061,Iris-setosa
+83,5.993845938693725,2.1985578680597384,4.00772875393551,1.0318825760581967,Iris-versicolor
+84,4.3,3.0,1.0884010236791308,0.1,Iris-setosa
+85,5.834473227154934,2.7483055742058937,5.104526310635583,2.2583026373556283,Iris-virginica
+86,5.354801252916921,3.0,4.496442278065429,1.5070270190535677,Iris-versicolor
+87,5.245391046996881,2.7101434427182443,3.957856453505584,1.412646776740906,Iris-versicolor
+88,6.82346525723953,2.79843577107961,4.782336877360206,1.3965568425390829,Iris-versicolor
+89,7.076755303421355,3.200417909671166,5.80800556749698,1.8635860615710607,Iris-virginica
+90,5.495899180347583,2.5236295002828344,3.762970857906394,1.1242964526868036,Iris-versicolor
+91,5.228718107896198,2.5053484637452064,3.601430869837373,1.1575058381702674,Iris-versicolor
+92,5.236706448744,3.3964362470312035,1.390908964328834,0.2006487160558547,Iris-setosa
+93,5.810218899345663,2.814507377568369,4.558670398694179,1.28427388628684,Iris-versicolor
+94,6.7691231474131754,2.8236680084960484,4.742176748924044,1.4151916152613682,Iris-versicolor
+95,6.627344287514432,2.86948486117194,4.696610544088644,1.5280675441038445,Iris-versicolor
+96,6.672174281075853,3.0,4.96137418855229,1.6869902522020737,Iris-versicolor
+97,6.273919328887475,2.508214165453753,5.019023576348051,1.8807563827706624,Iris-virginica
+98,4.588805079919876,3.613199382014021,1.0,0.1851315931181662,Iris-setosa
+99,5.5517374738850425,2.440634974791446,3.830754878458541,1.0880452440610136,Iris-versicolor
+100,5.932565831074672,2.9008044869194736,4.490913309952063,1.4541335749970767,Iris-versicolor
+101,5.577508619291153,2.5023866869939733,3.976806942174036,1.127339971987153,Iris-versicolor
+102,5.413589738745396,3.0,4.507320272552513,1.4991022140309729,Iris-versicolor
+103,6.668190639634314,3.0110165515709433,4.569577319843771,1.4392040535497952,Iris-versicolor
+104,5.877641704737019,2.77570086881887,4.526453071945915,1.185492054482313,Iris-versicolor
+105,5.766458405037145,2.824600949118919,5.1141857522107195,2.4071061109684764,Iris-virginica
+106,4.300000573314378,3.0,1.103052141952411,0.10000009013417857,Iris-setosa
+107,4.792262105624957,3.4036382627839337,1.6237822008048064,0.19921932823242777,Iris-setosa
+108,5.770593692959537,2.657807726302966,3.9914852233171914,1.0709700897739471,Iris-versicolor
+109,5.351394247343403,3.3886320108558063,1.524575182272005,0.46194135715690376,Iris-setosa
+110,5.706066020821356,3.7978417714946477,1.620340386219973,0.30091566990572644,Iris-setosa
+111,7.709355376559071,2.596494523339038,6.9,2.2977282684647133,Iris-virginica
+112,6.039746650490597,2.918872291695606,4.550759879590386,1.492656216034894,Iris-versicolor
+113,5.615594578155726,2.6900433638668906,4.361147181311413,1.3141984708881052,Iris-versicolor
+114,4.789739354287966,3.0,1.402000686360355,0.3688688542919083,Iris-setosa
+115,4.3,3.0,1.0986022601185343,0.10000009045645065,Iris-setosa
+116,5.223607754803893,3.4050537430662877,1.400437485011139,0.20295969843394723,Iris-setosa
+117,6.679274479334629,2.5141509573056013,5.717336594451683,1.7738570548985064,Iris-virginica
+118,6.083679581786974,2.605782978054585,5.5733180813051675,1.4106394047075783,Iris-virginica
+119,5.103590686584663,3.75383884102877,1.59407401028073,0.1996716064477272,Iris-setosa

iris/tab_ddpm/4_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