a

iris/tab_ddpm/1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.8124481682843587,6.699998966526714,1.9794134856754837,Iris-virginica
+1,6.640269946649771,3.281243216339057,5.681921012985731,2.499999185298932,Iris-virginica
+2,6.322595102520801,2.5016055917470474,4.813783719927619,1.49798370421273,Iris-versicolor
+3,6.522641441100042,2.9830358501911878,5.504005047858822,1.8017624992305612,Iris-virginica
+4,5.3698082195895,2.9829814846497222,4.480881786906142,1.4963074825958398,Iris-versicolor
+5,7.699999053676852,2.7913077831008586,6.69999818429391,1.9848389180757555,Iris-virginica
+6,5.554580014300297,4.252803402073041,1.36640186298062,0.2,Iris-setosa
+7,5.2016623589652,3.4165902512900748,1.4006803362544575,0.2,Iris-setosa
+8,6.545948368906065,2.9274420614206114,4.341270205846566,1.3419798006525094,Iris-versicolor
+9,5.078638237586386,3.5874671746839244,1.458167971856404,0.36030149547702545,Iris-setosa
+10,5.4069588595144475,2.9863464293837585,4.1885106637401694,1.3587915223658102,Iris-versicolor
+11,5.594806791675483,4.259255943225453,1.378047913927055,0.2,Iris-setosa
+12,4.87679750576437,3.3993164884295757,1.6006287425136434,0.2,Iris-setosa
+13,5.078971672964858,2.4810799724601176,3.214267456302288,1.0613478398633114,Iris-versicolor
+14,5.52261478010199,2.3830168325190413,3.438900159414211,0.9274836901853076,Iris-versicolor
+15,6.418137213583708,3.1852093426955146,4.528420081127151,1.491334866727105,Iris-versicolor
+16,5.498362422057754,2.600948388770491,4.353479380963418,1.2599130444085347,Iris-versicolor
+17,5.703645280327673,4.4,1.5057251519096084,0.4400122179039354,Iris-setosa
+18,4.916156602993746,2.3960680122467592,3.301979677336313,0.9501256156068123,Iris-versicolor
+19,6.853799160377449,2.9998179184273868,5.5454041506178395,2.1006239852016124,Iris-virginica
+20,5.017696018704645,3.4884068059506226,1.304052441315554,0.29443463805783787,Iris-setosa
+21,5.205698135093805,2.697920743614069,3.9358755046500775,1.3978858272530272,Iris-versicolor
+22,5.08442495751202,3.7128464332239908,1.4802794365502898,0.37645233711477166,Iris-setosa
+23,5.4483359780550105,2.411333427304924,3.7324672901323153,1.0939389494908025,Iris-versicolor
+24,5.221887653490626,3.4937435772574728,1.5115294269121249,0.2,Iris-setosa
+25,5.901193079458334,3.211935834629727,4.816750447987621,1.8001891163734263,Iris-versicolor
+26,5.873148173187737,3.1909186883114025,4.743436363777961,1.7490296639698166,Iris-versicolor
+27,6.728936360456977,3.30614447698949,5.722420808040976,2.5,Iris-virginica
+28,7.69999850948691,2.766550300022265,6.699997881784599,2.0050680021764777,Iris-virginica
+29,5.1622533141414,3.463481016023149,1.4965243537902106,0.2,Iris-setosa
+30,6.390290621599884,2.779801048491938,5.36885923117234,1.8910092229653368,Iris-virginica
+31,5.55018277886139,2.6134749021597403,4.336876406242892,1.2684743962055924,Iris-versicolor
+32,4.983318227331298,3.1807670138706,1.1966675767724355,0.2,Iris-setosa
+33,4.400000559004267,2.9005301755542687,1.405979264681009,0.2,Iris-setosa
+34,5.639426837544677,2.3892655350618135,4.0524543909636295,0.8910779188228484,Iris-versicolor
+35,7.699999044611786,2.7816114401540433,6.699998327323414,1.9842971086108885,Iris-virginica
+36,6.467255807020678,2.9082803323563255,4.307739136694306,1.3167494055093636,Iris-versicolor
+37,6.667748195291488,3.029191503384948,4.454828142038199,1.408214022700815,Iris-versicolor
+38,6.3888238926306995,3.1026812219672544,5.465901925260945,1.8017458484207536,Iris-virginica
+39,5.097080282697892,3.862739608915372,1.6544312684795284,0.44011936276505154,Iris-setosa
+40,5.111921885040786,3.7781600513621143,1.5138581326898934,0.4271292420069942,Iris-setosa
+41,5.301251955387305,3.401513243547675,1.6410699846659214,0.2,Iris-setosa
+42,6.66039369927941,3.2708235659253964,5.66322055139883,2.5,Iris-virginica
+43,5.032750570864545,3.5780475576799033,1.3467308156481859,0.2,Iris-setosa
+44,6.106579544966539,3.3288400909878995,4.502251615015117,1.556733769445523,Iris-versicolor
+45,6.321858223916415,2.824432072001951,4.268127155476738,1.2755124474021409,Iris-versicolor
+46,6.303209952688618,2.6659420560598406,4.9000001796141675,1.8021751291871457,Iris-virginica
+47,4.986327950870833,3.5018358806405048,1.2853878804081464,0.30374673064737273,Iris-setosa
+48,6.3042463098052615,2.7626644598997077,5.0763269604455825,1.5217564823427328,Iris-virginica
+49,6.4043244536516015,3.099038448073242,5.503225909095281,1.788618148498186,Iris-virginica
+50,7.699999046504541,2.724635078347689,6.7,1.9817063115300313,Iris-virginica
+51,5.083596516385488,3.571218832186448,1.4537084176134436,0.35204563620552776,Iris-setosa
+52,5.094469808334332,3.491222024558666,1.3937328854871986,0.2767452710228452,Iris-setosa
+53,6.296036949418238,3.381065009494186,5.6173596002526285,2.3874459038127536,Iris-virginica
+54,7.238346649448492,2.9547120338293245,6.174674309814954,1.893701769181205,Iris-virginica
+55,4.400000501720014,3.203751169616843,1.3143910779708965,0.2,Iris-setosa
+56,4.847044130697616,2.371560097977219,3.457835811437543,0.9469130676251384,Iris-versicolor
+57,6.902103460145295,3.217403626149417,5.7108970681271005,2.289344268319649,Iris-virginica
+58,5.100687387950011,3.658168316420371,1.481115494399699,0.3917160343624807,Iris-setosa
+59,5.330318683271027,2.700418533505832,4.165349613547225,1.3586026310756874,Iris-versicolor
+60,4.929310636514203,2.4034821648894105,3.272569249097839,1.0717364766235231,Iris-versicolor
+61,5.108560411101609,3.791385222061714,1.5997332840400922,0.2,Iris-setosa
+62,5.103465952607802,3.326577533305879,1.6907193877492472,0.4463511210926665,Iris-setosa
+63,5.805251980656501,2.684744345675369,5.0927114977165395,1.9002788440694505,Iris-virginica
+64,6.357372942085281,2.811943872297847,4.239069417285192,1.2783266237588122,Iris-versicolor
+65,4.7767655882589,3.403115250105939,1.5829287908463348,0.2,Iris-setosa
+66,5.5053527473159845,2.396678962910064,3.8563732186441557,1.0170038734480218,Iris-versicolor
+67,6.330822611045538,2.934066478741059,5.543760060293936,1.805131005020547,Iris-virginica
+68,5.101267834908137,3.3092761890749243,1.8281410515301344,0.55749036232159,Iris-setosa
+69,7.7,2.7209665458792918,6.7,1.9822902293395852,Iris-virginica
+70,6.396275752906447,3.0987408117038315,5.53120311731493,1.8119872734384228,Iris-virginica
+71,6.667209908559031,3.3154055294776743,5.686134505592464,2.1518469908190947,Iris-virginica
+72,5.841878681751721,3.2324827113289345,4.824716193330606,1.8416706571141759,Iris-versicolor
+73,6.323243558461842,2.7579769368982205,5.082933830725732,1.4906106106363248,Iris-virginica
+74,4.581533349639935,3.5843808839165456,1.0000006119914162,0.2,Iris-setosa
+75,4.575741324249529,3.598466118288362,1.0,0.2,Iris-setosa
+76,5.481138820091111,4.1127882363887585,1.406619318596103,0.2,Iris-setosa
+77,4.839574906575457,2.9654809154118036,1.3825703754212855,0.2,Iris-setosa
+78,5.484892462008937,2.385096211098176,3.737461813714976,0.8672905328618314,Iris-versicolor
+79,5.096805698723616,3.3167894391223203,1.7335957841440275,0.5283559674035838,Iris-setosa
+80,4.653675773037707,3.109949535457375,1.4094377165994698,0.2,Iris-setosa
+81,5.953411167484978,3.4140430333687943,4.563224903531778,1.6843740789721549,Iris-versicolor
+82,4.771917956176164,3.3815623200302727,1.5978810126294418,0.2,Iris-setosa
+83,5.174989682979293,3.454300613924672,1.4347815773395687,0.2,Iris-setosa
+84,5.923367646741563,3.196506546698849,4.779332116208989,1.7758158964236763,Iris-versicolor
+85,5.589266320171472,3.0133262158300353,4.130922920547349,1.2955575646288333,Iris-versicolor
+86,5.0800681718075085,2.4755017598151126,3.096053976217172,1.0704700113047871,Iris-versicolor
+87,6.304477845616296,2.5126319120325653,4.919061556649772,1.5143587306461312,Iris-versicolor
+88,6.687599921641941,3.0960734654800715,4.420978012680622,1.4037381659317052,Iris-versicolor
+89,5.406207426072972,3.5217096005239177,1.6420558151388667,0.2,Iris-setosa
+90,5.96735306386127,3.399407109919004,4.482524889691106,1.5936063527258342,Iris-versicolor
+91,7.7,2.7518510726744436,6.7,1.994254414230332,Iris-virginica
+92,6.968474393575096,3.012668570442985,5.727272683754824,2.1157198447466925,Iris-virginica
+93,5.3451316179714325,3.42089356467545,1.668465663668837,0.2,Iris-setosa
+94,6.454917756599523,3.0309413745214653,5.513390047939786,1.7767933982991067,Iris-virginica
+95,4.400000740156665,2.919723064324475,1.401589502748413,0.2,Iris-setosa
+96,4.875039394552041,3.00157452232964,1.403389048115208,0.2,Iris-setosa
+97,4.996609143206224,3.6064349185531115,1.3997704724832742,0.2,Iris-setosa
+98,6.0482078345032315,2.9808705973478054,4.476341463446855,1.3872974072250808,Iris-versicolor
+99,6.00644078623132,2.689429862934295,5.067204394466813,1.5659740023585256,Iris-versicolor
+100,5.095208831676142,3.7747322313597054,1.54954596022676,0.46588350266051815,Iris-setosa
+101,5.763275894110817,2.555479257946379,5.043234726285522,1.9438568179299234,Iris-virginica
+102,5.594828615639196,2.995838380467404,4.1586964738898,1.358865902977407,Iris-versicolor
+103,4.901588433240479,2.407709219760288,3.338559127240119,1.1090403909650886,Iris-versicolor
+104,6.560216439608894,3.1145452602344577,4.443271229437949,1.4367628839820545,Iris-versicolor
+105,6.679534304879104,3.2720786819393086,5.695412617355444,2.5,Iris-virginica
+106,5.901906775232066,3.2265923874717957,4.769807802683709,1.7956115410041167,Iris-versicolor
+107,6.9902749753091715,3.075848624726375,5.680910819382667,2.1950291991862976,Iris-virginica
+108,6.376486150190483,3.006335582894895,5.514982374315413,1.7857049745062858,Iris-virginica
+109,4.400000723702189,3.1725304824195617,1.3384533649434998,0.2,Iris-setosa
+110,7.7,2.748067972143429,6.699998985351453,1.975951389815382,Iris-virginica
+111,5.6263058372777905,2.7178194196332464,4.275763966722199,1.2999766992364532,Iris-versicolor
+112,6.348482403869053,3.2145881281469233,4.535102924033414,1.5090504122803174,Iris-versicolor
+113,5.116800166463592,3.833512356626,1.6076188265108502,0.2,Iris-setosa
+114,6.373024365899265,3.1918741705095846,4.512434446971128,1.4937504364213117,Iris-versicolor
+115,5.171472875210689,3.4321266400213633,1.5165131053061485,0.2,Iris-setosa
+116,5.2209049739304145,2.7491456353655432,4.078153911328068,1.4218209826190007,Iris-versicolor
+117,6.317887191716053,2.505943977923046,4.8861334607827205,1.5180410427889748,Iris-versicolor
+118,7.699998473527363,2.7340002478486363,6.699998636656767,1.954296476370178,Iris-virginica
+119,4.98894769187585,3.5163304613006745,1.253824211777592,0.3073968098413038,Iris-setosa

iris/tab_ddpm/1/0/test.csv

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

iris/tab_ddpm/1/0/train.csv

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

iris/tab_ddpm/1/0/val.csv

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

iris/tab_ddpm/1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.981632609187572,3.25101643084465,1.3824903273726408,0.2,Iris-setosa
+1,5.110586397520035,3.5172817894362884,1.405063957271672,0.3025622798797554,Iris-setosa
+2,5.362556194039979,3.922224800784643,1.6624040703542868,0.42622419505554643,Iris-setosa
+3,5.643962870047624,4.39999898283914,1.4897286796742877,0.40530684678879547,Iris-setosa
+4,5.570510670241747,2.6705684539393113,4.268910821823235,1.290925712140938,Iris-versicolor
+5,5.099903961706552,3.3576415722596753,1.3807689881205025,0.2,Iris-setosa
+6,5.514458343226936,2.599626944500891,4.382334993591992,1.270070346096277,Iris-versicolor
+7,5.794851965647811,2.6839991104282963,5.111499623102379,1.899271069193939,Iris-virginica
+8,6.018267858883863,3.4341006196871793,4.476881624899481,1.6092377063923018,Iris-versicolor
+9,4.834467611921196,2.3947523548016,3.2348831275247054,0.8714404573292378,Iris-versicolor
+10,6.590188905074713,3.049001920902212,4.38944428384276,1.3834886478398989,Iris-versicolor
+11,4.836206161696234,3.1164336036633045,1.4856816677863072,0.1,Iris-setosa
+12,6.515940893859311,2.9663269802415946,5.491550369603857,1.8100087878113043,Iris-virginica
+13,6.688720945774956,2.9948348072988997,4.992400379153104,1.719765886250959,Iris-versicolor
+14,4.606674671983228,3.1967814943862902,1.3931969843512024,0.2,Iris-setosa
+15,4.400000588326587,2.8724610760080056,1.4009347981487659,0.2,Iris-setosa
+16,5.083196313863422,2.481451473635234,2.9507944190871718,1.1065442359238893,Iris-versicolor
+17,5.458507553655244,3.403226203743192,1.893917867977484,0.2,Iris-setosa
+18,6.0457839454174405,2.713948613968817,5.092413918201669,1.6052218792386994,Iris-versicolor
+19,5.972412886301297,3.004530763372064,4.912162935765126,1.8046026314224939,Iris-virginica
+20,6.65965118185337,3.3245431445214395,5.679438655872835,2.5,Iris-virginica
+21,6.753866067783132,3.283003108858906,5.6408460364589725,2.5,Iris-virginica
+22,6.312020658402679,3.37850854560767,5.605820589617999,2.403097846216246,Iris-virginica
+23,6.527263348851402,2.9885755789167763,5.512157558583958,1.799214803113661,Iris-virginica
+24,6.684044133635281,3.2980478343254487,5.688024951696946,2.5,Iris-virginica
+25,5.016548175889934,3.3349079693592087,1.4266999027789522,0.2,Iris-setosa
+26,5.173615644488128,3.5042807008891113,1.4102505585353522,0.2,Iris-setosa
+27,7.7,2.767717174063669,6.7,1.9931484404538597,Iris-virginica
+28,7.7,2.8084465944150407,6.7,1.9894399787043624,Iris-virginica
+29,5.8709069882912255,3.217177523295224,4.816265237121849,1.8333843899366506,Iris-versicolor
+30,6.384500480732384,2.897468065602775,4.275362981363556,1.2889469864733387,Iris-versicolor
+31,5.563542618566557,2.6648314260142936,4.216054274499858,1.2815418264025593,Iris-versicolor
+32,6.347245817405278,2.686857521686158,4.8890596431456785,1.8000448989623232,Iris-virginica
+33,7.290767928597768,2.910769229048532,6.290358547969305,1.793530374796233,Iris-virginica
+34,6.721724096627583,3.3133879441786847,5.74644257499632,2.123520048776389,Iris-virginica
+35,5.442792751215492,3.937565904510784,1.3220839387426986,0.38774491286839885,Iris-setosa
+36,6.139218356426383,2.7869027127874313,4.778224832099703,1.7907742914015377,Iris-virginica
+37,5.4346288129643066,3.9545247022393335,1.2633476261291388,0.5217849240067046,Iris-setosa
+38,6.170942302000262,3.2602553302553345,4.462813927556947,1.5037772622654277,Iris-versicolor
+39,4.572560871573443,3.626451372787915,1.0,0.2,Iris-setosa
+40,5.024631650171856,3.5587982597836443,1.3315547038188926,0.2,Iris-setosa
+41,4.817539570844514,3.072600979988543,1.4956160334579736,0.10000012401104852,Iris-setosa
+42,5.676741440274475,4.399999151688771,1.494511826709776,0.4324090666396682,Iris-setosa
+43,6.4783780988837805,2.927213902634427,4.3382293847448565,1.3545553503633128,Iris-versicolor
+44,5.670344645494253,2.729410544820387,4.188076598681715,1.2956131736489778,Iris-versicolor
+45,5.42574470550943,3.8940497525705586,1.7904908512632671,0.3977888946801611,Iris-setosa
+46,7.7,2.761760397589676,6.6999987648195525,1.9982845148573722,Iris-virginica
+47,5.103645959752772,3.278915854130766,1.6909980158876101,0.49846883685092896,Iris-setosa
+48,5.545993231968568,4.260021644457517,1.3890063211314492,0.2,Iris-setosa
+49,5.139768427898891,3.608649109646893,1.5257785357005174,0.2,Iris-setosa
+50,5.865213407084091,3.210336756250311,4.833859484516385,1.819932251172486,Iris-versicolor
+51,5.193856965463498,3.525067032427004,1.4968935144070463,0.2,Iris-setosa
+52,5.5482554256109164,2.643015835561859,4.280113767852389,1.2779275229825675,Iris-versicolor
+53,7.7,2.7683034460424576,6.7,2.0124711497736976,Iris-virginica
+54,6.64120602375509,3.2535870554458124,5.68840665631167,2.5,Iris-virginica
+55,5.102052673488744,3.608990495244754,1.4679140428975144,0.37301498010513656,Iris-setosa
+56,6.3828855429894364,3.0905243895000707,5.503009137236751,1.80863689675958,Iris-virginica
+57,5.53947141148019,2.996985948653051,4.128677594408213,1.2991442460785836,Iris-versicolor
+58,6.32284220314439,2.9158483918544684,5.5671597552046155,1.8135243743771563,Iris-virginica
+59,5.332293627296572,3.786515660888491,1.4877859765659864,0.2,Iris-setosa
+60,6.000648692255853,2.9984850470636197,4.416433578353261,1.374296629933814,Iris-versicolor
+61,6.01396930495379,2.9747984995219134,4.8019257435942615,1.8031888555549513,Iris-virginica
+62,5.103386974075925,3.7571461051248205,1.933451703148263,0.3694722203041628,Iris-setosa
+63,4.775881803214781,3.419429101934983,1.582810913370018,0.20257979437230655,Iris-setosa
+64,5.650560265732877,4.4,1.498324128911133,0.3760242650633786,Iris-setosa
+65,5.433023509653009,2.988511691974771,4.525300359688312,1.5001260742623452,Iris-versicolor
+66,5.115644816303141,2.474739225128194,3.3376523031184053,1.0739988152056874,Iris-versicolor
+67,4.829294808292063,2.3770750922778343,3.4205888456773232,0.9616552331856434,Iris-versicolor
+68,5.112958207523233,2.484658375546814,3.0977657881570555,0.9675344304078882,Iris-versicolor
+69,4.990533952166207,3.202799622734334,1.2323413076197665,0.2,Iris-setosa
+70,5.1980626737326245,3.3959292494210067,1.4092711744523025,0.2,Iris-setosa
+71,5.488702601678779,2.405326783693445,3.9122317879439494,1.1212612779789553,Iris-versicolor
+72,5.118047001109291,3.3041587364101326,1.6903260911530298,0.5267926404005652,Iris-setosa
+73,5.441002879753196,2.9909121564293892,4.510598764851372,1.4997110344068754,Iris-versicolor
+74,5.504640816874313,2.392934229133281,3.601174805865484,0.9192273073985836,Iris-versicolor
+75,5.525998450913091,2.990677789477129,4.424908086791498,1.4856087312740942,Iris-versicolor
+76,4.908501976693864,2.403130434082846,3.2925311404675046,1.0132866046096205,Iris-versicolor
+77,4.4,3.010065694857738,1.3768187126838418,0.2,Iris-setosa
+78,4.868912763895516,2.3962101716259605,3.2822790084188522,0.9499753762030133,Iris-versicolor
+79,6.312473228020232,2.677452962612155,4.911506266409817,1.8136686570979093,Iris-virginica
+80,5.06348977339025,3.5121158409550763,1.401675521691879,0.319405303717446,Iris-setosa
+81,5.01893349424976,3.307448651855017,1.3863196208373219,0.2,Iris-setosa
+82,7.699998666950284,2.787314607933083,6.699998230572642,1.975287352053121,Iris-virginica
+83,5.97926606411746,3.3952741916741913,4.471801251842494,1.5555144135314274,Iris-versicolor
+84,6.636121080180049,3.278681081856824,5.658606587039046,2.5,Iris-virginica
+85,7.69999873314947,2.7951572333671617,6.699997873224632,1.9737743246059347,Iris-virginica
+86,6.329794572890702,3.398687407608196,5.598912609505606,2.381911772122132,Iris-virginica
+87,6.6764678481382616,3.2899588390459304,5.761558515361951,2.499999523442362,Iris-virginica
+88,6.681042257600753,3.3140265049841418,5.715763132753751,2.4999994708010984,Iris-virginica
+89,5.638515223740554,4.4,1.467326886124404,0.38536425048128065,Iris-setosa
+90,6.692680940568779,3.279076002830673,5.698561239472557,2.4999993888507857,Iris-virginica
+91,6.088530485866366,3.355322925489241,4.49333765995109,1.589551312504173,Iris-versicolor
+92,6.300426668129263,2.510393147130162,4.9014107777245846,1.5092814953257485,Iris-versicolor
+93,6.4883153455991405,2.9154111563755345,4.279370610498285,1.331204511807721,Iris-versicolor
+94,6.300189640008705,2.5039155242573976,4.999004746816454,1.898604724020243,Iris-virginica
+95,5.402082449405288,2.9889433784238677,4.465347938167895,1.4956860496486741,Iris-versicolor
+96,5.69413312345673,4.399999206719122,1.472506854663902,0.37954717593259935,Iris-setosa
+97,7.699999098039965,2.792526674907204,6.699998636842137,2.029138289036759,Iris-virginica
+98,6.673664242623931,3.305462454370878,5.745849834434419,2.499999539357212,Iris-virginica
+99,6.647501374281061,3.2795784956666574,5.693579725761833,2.4999995030330417,Iris-virginica
+100,6.819342164275689,3.331765972393196,5.727422774386067,2.5,Iris-virginica
+101,5.9724012065141885,3.419496923345763,4.550833660972814,1.5992663704477692,Iris-versicolor
+102,5.909431625232284,3.237537674571502,4.764031457725822,1.7576266873479278,Iris-versicolor
+103,6.27922862871182,2.71395021036763,4.900003436502543,1.7832824284725444,Iris-virginica
+104,6.531705441458487,2.940489764290343,4.326894351539387,1.3614367909632148,Iris-versicolor
+105,5.990388456290167,3.4109303810668945,4.501868418320745,1.5905855857435534,Iris-versicolor
+106,5.549147501627694,2.696619127614995,4.194300247114866,1.2916173991765159,Iris-versicolor
+107,5.540865330245599,3.0148784893694707,4.079996819625873,1.3225266919328693,Iris-versicolor
+108,6.447374706899381,3.0853343192792266,5.500190551498015,1.820362400592517,Iris-virginica
+109,5.478011865966027,2.4712824990187827,4.153384312601917,1.0548377514494665,Iris-versicolor
+110,5.766784856673785,2.65351353841383,5.090166150417122,1.9134126188190583,Iris-virginica
+111,6.923099883777513,3.2110161390989393,5.7097717724942205,2.3045110228334704,Iris-virginica
+112,5.674482462683978,2.480806840848751,4.9938762874902505,1.98978428724044,Iris-virginica
+113,5.522544614913052,4.4,1.4528145493883695,0.38353316695017564,Iris-setosa
+114,4.6024120186136965,3.386784689614273,1.3904918770771038,0.3059208178496102,Iris-setosa
+115,4.869630927597194,3.0980205999028914,1.5150771030821906,0.1,Iris-setosa
+116,6.315994679093441,2.679070257441875,4.917728644299089,1.8043624040971071,Iris-virginica
+117,5.248017169164926,3.501955846368537,1.403488808181508,0.2,Iris-setosa
+118,5.717767507421288,4.399999262753995,1.474464928598706,0.5202569746173203,Iris-setosa
+119,5.981896011799791,3.3463862019918187,4.548516792538334,1.610382187643331,Iris-versicolor

iris/tab_ddpm/1/1/test.csv

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

iris/tab_ddpm/1/1/train.csv

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

iris/tab_ddpm/1/1/val.csv

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

iris/tab_ddpm/1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.527775599419245,2.394530424420546,3.7247518680998972,1.054712215902851,Iris-versicolor
+1,6.036299420713562,2.707082232185142,5.182908621496719,1.6107085179183525,Iris-versicolor
+2,5.992668666398257,2.9644216445064244,4.825917682281481,1.8179694169612506,Iris-virginica
+3,5.987246977235077,3.423961114732588,4.458338709349687,1.6018456436300565,Iris-versicolor
+4,6.685128085868428,3.293028037206404,5.751243802947793,2.4999994115016033,Iris-virginica
+5,5.622700963279543,2.981280662048032,4.1235112493361985,1.3015595661790946,Iris-versicolor
+6,4.844340348444366,2.3993564644227083,3.1417318366185047,0.7915862940761892,Iris-versicolor
+7,6.67328277066161,3.1090769019270055,4.409354533713833,1.4036017031546515,Iris-versicolor
+8,5.649738955473534,4.4,1.46989094075875,0.4618984969944956,Iris-setosa
+9,6.674110923334132,2.9949194838897246,5.492842862338874,2.0664022489310865,Iris-virginica
+10,6.341587858910146,2.2960124686653747,4.48099766043859,1.290096474548571,Iris-versicolor
+11,5.948503521601945,3.2075186858534943,4.709570408647431,1.821115978533352,Iris-versicolor
+12,5.061289261763241,3.3596062955731676,1.4222765211473478,0.2,Iris-setosa
+13,6.409062314179073,2.6760246553856724,5.289286369625995,1.9103819303815741,Iris-virginica
+14,5.086342364025439,3.7002655438616223,1.4800624930643305,0.41854054289401554,Iris-setosa
+15,5.499155178088774,2.392823813662204,3.828374616765828,1.078602043650101,Iris-versicolor
+16,5.093081446165527,3.758458639911293,1.602207273446615,0.2,Iris-setosa
+17,5.961552821841964,2.2,5.025210110487915,1.4850560635160595,Iris-virginica
+18,5.689870948062705,2.9914339436183197,4.15182972746581,1.4202701435237155,Iris-versicolor
+19,5.981934670808325,3.4144230095121126,4.482374115546575,1.5872170126288334,Iris-versicolor
+20,5.112007168299917,3.6733518165106114,1.6042372751009872,0.30353278538777956,Iris-setosa
+21,5.713739334696703,4.4,1.5077042590348022,0.38216067786113816,Iris-setosa
+22,6.024019006935896,2.9840474202646465,4.469390195065638,1.4148225206053877,Iris-versicolor
+23,5.874131328279734,3.2077058461932904,4.827093796666965,1.7988859587155488,Iris-versicolor
+24,5.809005050339804,2.7229520582068876,5.109595632966181,1.8922649883221543,Iris-virginica
+25,7.6999989638013515,2.7470447015428174,6.699998052903756,1.9889132231144975,Iris-virginica
+26,5.4392806345744145,3.9159192823544418,1.2987739152291606,0.4159661738882045,Iris-setosa
+27,7.7,2.7411249849571093,6.699998572886717,1.947797025564171,Iris-virginica
+28,5.617426187529307,4.4,1.4716977335737718,0.5862974975701267,Iris-setosa
+29,5.985269804263848,2.2000003196821756,4.955296940900426,1.4890192054080404,Iris-virginica
+30,4.968178572050379,3.196757367881715,1.2204165326840046,0.2,Iris-setosa
+31,5.410174987154011,3.9156895062005272,1.6832625216908523,0.39910932054523435,Iris-setosa
+32,6.308495672277889,2.6869415785563366,4.900903824011969,1.769173369871718,Iris-virginica
+33,7.208149605510876,2.982965174389639,6.026188694587972,2.0727506937035893,Iris-virginica
+34,5.581446618326012,4.258299090461608,1.4004600770110538,0.2,Iris-setosa
+35,6.30675310576186,3.414550773260404,5.664102452598704,2.4053863643801487,Iris-virginica
+36,5.978265165121636,3.4325947990930445,4.50759100868043,1.6449237631900508,Iris-versicolor
+37,5.102696246866001,3.7776321172238223,1.9287071329607397,0.39979006101441006,Iris-setosa
+38,5.257437771341318,3.5779384930378724,1.4997870403388598,0.2,Iris-setosa
+39,6.00686924866477,2.7033126882465077,5.069856505237853,1.56117868101484,Iris-versicolor
+40,5.875292594123927,2.9600698913016577,4.2813916703520984,1.3127418590326585,Iris-versicolor
+41,6.663302916781107,3.2962648370292293,5.6953426750883,2.108428135813474,Iris-virginica
+42,6.7185887741334875,2.9840106658117156,4.979831949017651,1.693104019640894,Iris-versicolor
+43,5.762175639059182,2.78886746983022,5.085107086086606,2.4123381975813585,Iris-virginica
+44,5.606042696079742,4.261700888664217,1.4023080204288212,0.2,Iris-setosa
+45,6.284798589401421,2.311878628559402,4.349116894403178,1.2921519242596462,Iris-versicolor
+46,5.108664788420603,3.7942042541087755,1.919043072277277,0.46102736081800577,Iris-setosa
+47,5.510181654054354,4.190824736644324,1.4106988815536352,0.2,Iris-setosa
+48,5.4957889751655715,2.5938922053843325,4.391706226942367,1.158292873311873,Iris-versicolor
+49,6.679066249363145,3.3105270540536864,5.588434904844535,2.5,Iris-virginica
+50,6.6521176203506736,3.2779747720731396,5.739787157789647,2.4999994076648946,Iris-virginica
+51,6.436484270677454,2.5606851591216664,4.741820234591083,1.4853814499274485,Iris-versicolor
+52,5.3931607368679115,2.9819869145230755,4.405198415216448,1.4787407219718918,Iris-versicolor
+53,6.3281896608207555,2.479108245521176,4.863066087980039,1.4871485074356594,Iris-versicolor
+54,5.515657271830285,2.621790051536215,4.418686598620685,1.2562834057173946,Iris-versicolor
+55,7.7,2.7815867972456196,6.699998572441181,1.9919541883459648,Iris-virginica
+56,5.869267323009176,3.200797304880274,4.778319071352093,1.791690677360143,Iris-versicolor
+57,5.906387952249038,3.215170777023065,4.798092157563073,1.7990892235002982,Iris-versicolor
+58,5.779820326803579,2.646593092934291,5.090570515923358,1.9166693343999903,Iris-virginica
+59,6.407505394516989,2.7975437854358556,5.36773153503215,1.8756804931003068,Iris-virginica
+60,6.286618039982371,2.501571660697901,4.880214000059411,1.5003538349825272,Iris-versicolor
+61,6.325842468454696,2.5037228638698696,5.0331664795172655,1.8955483389030607,Iris-virginica
+62,5.868587307715345,2.999908021524049,5.137944467178146,1.8058994687062082,Iris-virginica
+63,7.699999065814874,2.785633258420136,6.6999981559855515,1.9737162766479919,Iris-virginica
+64,5.404867970080189,2.993952707368439,4.494735860560705,1.4942706763919897,Iris-versicolor
+65,5.078322927878991,2.4997701125503,2.9777501129643755,1.2097699351325324,Iris-versicolor
+66,5.414081645972601,3.953871138656651,1.6748824552535029,0.37610356638762255,Iris-setosa
+67,5.5412642640420176,2.3962483995644774,4.025175729466787,1.1122360572448882,Iris-versicolor
+68,5.081906806245516,3.406722168802661,1.502852844188959,0.2,Iris-setosa
+69,6.520987006801683,2.9916614472817082,5.510537023277331,1.8077698586599913,Iris-virginica
+70,6.680761978959916,3.303108945204416,5.658708442818205,2.5,Iris-virginica
+71,6.683048125120053,3.118295993253719,4.420690739064493,1.410738697534823,Iris-versicolor
+72,6.8019680187802445,2.9795626468597187,5.604501983598325,2.067210033528953,Iris-virginica
+73,5.5256687805424525,3.003509978906422,4.105205025423953,1.2960731325751982,Iris-versicolor
+74,4.996984080046899,3.6733956736979327,1.4037293591891782,0.2,Iris-setosa
+75,4.786112904814248,3.4092240041656616,1.6056565916760035,0.2,Iris-setosa
+76,5.678333613704437,4.4,1.4888811973411538,0.3971186144114319,Iris-setosa
+77,4.607168939037675,3.2048558222119063,1.413057574586656,0.2,Iris-setosa
+78,5.299888633137138,3.7327831623889707,1.5109667366376873,0.2,Iris-setosa
+79,4.400000493832616,2.8814507097610615,1.367312419144243,0.2,Iris-setosa
+80,5.0567412506005995,3.4286369626990822,1.5074648339642398,0.2,Iris-setosa
+81,5.543572305650097,2.9969931514390855,4.007130666701322,1.301709679210884,Iris-versicolor
+82,5.11680827418074,3.8320111449146923,1.944165786488397,0.4007064409175046,Iris-setosa
+83,4.603591761204575,3.402815469733142,1.4008546398312942,0.3060543796713675,Iris-setosa
+84,5.734279863154895,4.4,1.4847686063333791,0.38416789117766326,Iris-setosa
+85,5.001888503015503,3.6040029640011535,1.364352186117477,0.2,Iris-setosa
+86,6.546256369586468,2.9252863862814578,4.300385084287638,1.3569710701988238,Iris-versicolor
+87,5.906425389207573,3.022250815846206,5.17220778897112,1.8211377017903976,Iris-virginica
+88,6.248017807733089,2.726205063531128,4.866740487922052,1.7807916269323334,Iris-virginica
+89,5.09098254913721,3.761127734710981,1.5053429582558693,0.5329564683494211,Iris-setosa
+90,5.027272994493408,3.5300854729881896,1.3606755841581573,0.31585419205782284,Iris-setosa
+91,6.2818419993530705,2.300634829477554,4.422913425535353,1.2893529036631821,Iris-versicolor
+92,6.012938814285207,2.701010708978248,5.087397239212388,1.6387255797475717,Iris-versicolor
+93,5.204590026284986,2.729986081000937,4.022147839019824,1.4202025847079147,Iris-versicolor
+94,5.793822019302737,2.6814906106355,5.1218807739258585,1.8971202697070881,Iris-virginica
+95,7.1971537711341345,2.98722493882003,6.035678206009371,2.0723969753833655,Iris-virginica
+96,5.110108317228841,3.739089308389933,1.6050783483990259,0.2,Iris-setosa
+97,7.7,2.818443119936732,6.7,2.0084470458634116,Iris-virginica
+98,6.7233262353924435,3.0015267633593266,5.502584592034246,2.092504176083966,Iris-virginica
+99,5.498982500743177,2.403816359856463,3.679837772837743,1.0579459937472118,Iris-versicolor
+100,5.45751530499256,3.920298914016481,1.3001436389146444,0.36618220098017673,Iris-setosa
+101,7.7,2.777630990948027,6.7,1.9915252603629747,Iris-virginica
+102,5.968447369385177,3.440498638482121,4.429919245333031,1.6027600039915937,Iris-versicolor
+103,5.39578111403399,3.878691330758768,1.6583462158649784,0.38916570608165346,Iris-setosa
+104,4.935104976779908,2.422939030867949,3.563576168873472,1.0833452838149231,Iris-versicolor
+105,5.7443202031531255,2.7933235437977206,5.1755708418140625,2.4103634698565854,Iris-virginica
+106,4.400000805696107,2.891545329167656,1.4043274001580097,0.2,Iris-setosa
+107,7.190076264545128,3.002774276215351,5.973644891115452,2.089417267137911,Iris-virginica
+108,5.591030816125961,4.4,1.4860692055062223,0.39850780868934643,Iris-setosa
+109,5.518680906679254,2.397465057233441,3.895112827537119,1.0280511702955581,Iris-versicolor
+110,7.294115795690757,2.9602710087372204,6.215794192775401,1.896026517423079,Iris-virginica
+111,5.010791011349981,3.5073126282694513,1.3428151452837642,0.29359960147272773,Iris-setosa
+112,5.294288514091546,3.6904434108921356,1.4979363307315385,0.2,Iris-setosa
+113,5.082371829864243,3.396528729968773,1.5065145461668634,0.2,Iris-setosa
+114,6.683661944650397,3.0927925684588056,4.401164148948606,1.4046908360209232,Iris-versicolor
+115,5.786019630293012,2.6923540978904037,5.100141242911529,1.90204297204489,Iris-virginica
+116,5.178122308572315,3.436447762308144,1.5311875649973214,0.2,Iris-setosa
+117,6.695563324392516,3.120058819056622,4.419604390235023,1.4147331501929374,Iris-versicolor
+118,5.166791458423211,3.405485413500074,1.4061152575883005,0.2,Iris-setosa
+119,5.08594262064603,3.39563969380208,1.4883977877754222,0.2,Iris-setosa

iris/tab_ddpm/1/10/test.csv

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

iris/tab_ddpm/1/10/train.csv

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

iris/tab_ddpm/1/10/val.csv

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

iris/tab_ddpm/1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.099552229823123,3.6903082238652045,1.5187227644910934,0.4674252135939287,Iris-setosa
+1,7.7,2.7471811134411053,6.699998913894419,1.98526675146421,Iris-virginica
+2,6.391512060271083,2.8812849011542654,4.290946440408655,1.2969041272695188,Iris-versicolor
+3,5.565371073511557,2.701203627814604,4.206200501426657,1.317147747106752,Iris-versicolor
+4,5.034349320271266,2.458030551537195,2.994587087474212,1.1446509618277867,Iris-versicolor
+5,4.850214882923986,3.117030450985028,1.5116270440919126,0.10000012508485683,Iris-setosa
+6,4.806181683265967,3.062803120255939,1.50978073765258,0.10000009005686629,Iris-setosa
+7,5.004758595698811,3.1842528272550985,1.1908420893768152,0.2,Iris-setosa
+8,5.785929903405901,2.6979451086659023,5.101417215212756,1.8901650414428075,Iris-virginica
+9,5.359695303927561,2.972431371028918,4.488128216297868,1.4927618753247387,Iris-versicolor
+10,6.9355394574747535,3.198541886478663,5.755578600620705,2.298224272308127,Iris-virginica
+11,5.794070900980092,2.5961814301752963,5.048754895793129,1.9352770774311492,Iris-virginica
+12,6.394198016968698,2.7180771011003313,5.303223648784585,1.8879574424515748,Iris-virginica
+13,5.0308002839401125,2.459421080337317,3.2676906849503062,1.0453534772419868,Iris-versicolor
+14,5.146167358428268,3.851129974074949,1.86157650405302,0.49620753747701984,Iris-setosa
+15,5.333360235979955,3.874398210532263,1.5409736569776538,0.2,Iris-setosa
+16,6.771301821904624,3.0018081350015686,5.513911135103775,2.1046953690113512,Iris-virginica
+17,4.862129303626672,3.09700975387161,1.4927647901083936,0.10000009724505302,Iris-setosa
+18,6.666800558558339,3.292111162077201,5.726899500820429,2.5,Iris-virginica
+19,5.954486823118676,3.3593398319601926,4.49789233504222,1.6035051594944927,Iris-versicolor
+20,6.091602437438075,2.995566867496711,4.4373336008804385,1.3849294018246534,Iris-versicolor
+21,7.699998919671622,2.8039681703135098,6.699998408049314,1.9991392999305575,Iris-virginica
+22,7.7,2.774245893385289,6.7,1.9775014015606105,Iris-virginica
+23,7.7,2.799714110102539,6.7,2.0075172302694475,Iris-virginica
+24,7.7,2.794271028429423,6.7,1.990244205066941,Iris-virginica
+25,7.08261036363846,3.0104121215999324,5.877830738278138,2.136977908182484,Iris-virginica
+26,5.495491026061686,2.416636636670516,3.982657025449133,1.1648982631904872,Iris-versicolor
+27,6.6839591622924095,3.31830922621533,5.694188603941005,2.5,Iris-virginica
+28,5.02154934671814,3.3655912747028522,1.4150893120329924,0.2,Iris-setosa
+29,6.688981245174654,3.0727428015230576,4.416111824496917,1.3800506321804673,Iris-versicolor
+30,6.285903267637317,2.3023247927856136,4.4299370518466805,1.2801097990662191,Iris-versicolor
+31,6.008795565879831,2.699793162538562,5.117850412979395,1.615629752842289,Iris-versicolor
+32,5.581793260062339,4.2656088761643485,1.3454356217420829,0.2,Iris-setosa
+33,5.342205202604812,3.432621172364398,1.6446769654118758,0.2,Iris-setosa
+34,5.246659052960826,3.427076311966793,1.6100183118222409,0.2,Iris-setosa
+35,6.337466212637841,2.8317077672626567,5.173346325508692,1.6733212076920738,Iris-virginica
+36,7.7,2.7822105199226264,6.7,1.9809816613190268,Iris-virginica
+37,5.244479122174082,3.541845214835965,1.518913350289356,0.2,Iris-setosa
+38,4.9867692053810675,3.6015388431617867,1.4003039626553078,0.2,Iris-setosa
+39,5.0857187133609125,3.70830291313611,1.5827052395513124,0.2,Iris-setosa
+40,5.230631973702958,2.812435063369946,4.172275112089932,1.4445345871891684,Iris-versicolor
+41,6.665919568273633,3.3015024933352066,5.623347042871794,2.5,Iris-virginica
+42,5.51602415096271,2.4114778692108167,3.851845523126035,1.036563972093853,Iris-versicolor
+43,5.004993027277878,3.621152468900481,1.4040448066153917,0.2,Iris-setosa
+44,4.88223722527499,3.0863751360824443,1.4984338828014436,0.1,Iris-setosa
+45,5.519024290593316,2.3899236538912416,3.8129837425254447,0.8148105102849552,Iris-versicolor
+46,5.5858982068785545,4.4,1.4703769928908657,0.4622685101128298,Iris-setosa
+47,4.850493151698188,3.093505689007039,1.5125309097126742,0.1,Iris-setosa
+48,4.4,3.201627313565485,1.2978676624402077,0.2,Iris-setosa
+49,5.527697835036485,2.383315814451209,3.6560291694147655,0.9809003054594807,Iris-versicolor
+50,5.996096082699323,3.385730572459962,4.537149445370549,1.6198397417567265,Iris-versicolor
+51,5.652475790182682,4.399999254506648,1.4992407422223517,0.5934354401459632,Iris-setosa
+52,6.766884523126578,2.996410981668715,5.479006253679318,2.0912649838821564,Iris-virginica
+53,6.3533958578523855,2.8291718818222105,4.266408255753126,1.279369061495816,Iris-versicolor
+54,7.7,2.776356028685793,6.7,1.9973907097046593,Iris-virginica
+55,6.303336229666984,2.5105585720565227,5.025858464321703,1.897626697723214,Iris-virginica
+56,5.9976740782288855,3.4454076436305363,4.49626870616935,1.613409500679342,Iris-versicolor
+57,4.4,2.9784936344221276,1.3651004045795496,0.2,Iris-setosa
+58,5.105370641515466,3.8678830366025485,1.6723109783777403,0.20179232595852742,Iris-setosa
+59,6.685771233018578,3.28702321728821,5.665802447469837,2.499999458220891,Iris-virginica
+60,6.004228043913244,3.404951055729821,4.475867428665422,1.6079487707776252,Iris-versicolor
+61,6.280183928354945,2.310276285386729,4.3897223039632145,1.284399026485859,Iris-versicolor
+62,6.819531340367214,2.9829620872736817,5.448206063393378,2.102422536516698,Iris-virginica
+63,4.952316131270097,3.5515306521277017,1.4036779273194708,0.2,Iris-setosa
+64,6.42906342186137,2.740869102004018,5.32291351752524,1.8958565567360457,Iris-virginica
+65,5.570036672129098,2.676302548442072,4.290362090504428,1.2727791111107134,Iris-versicolor
+66,6.697610836176185,3.003963142134363,5.002177833851691,1.6968030963011334,Iris-versicolor
+67,6.694488721191856,3.2809738988092065,5.665394381165919,2.0985357744108315,Iris-virginica
+68,5.096078798956745,3.5161865466825897,1.4048036268925026,0.3091326295171915,Iris-setosa
+69,7.699998993305158,2.7579833171113513,6.7,1.974797914415568,Iris-virginica
+70,6.320429212911815,2.5237172444354226,5.012761754219494,1.8916749164702538,Iris-virginica
+71,6.311880706734111,2.5360430380218824,4.9323889364635045,1.835111266932954,Iris-virginica
+72,4.580251422701983,3.189165509196217,1.383120982898331,0.2,Iris-setosa
+73,6.747314057008923,3.0118448177014554,5.509449741749043,2.076844680211621,Iris-virginica
+74,6.3944335192009,2.8934016611683067,4.32010388174233,1.3020486136356921,Iris-versicolor
+75,5.7966009908458975,2.772301542123118,5.088848490293522,2.407107050848344,Iris-virginica
+76,5.671776567726814,4.4,1.4656709107445745,0.5891437471432077,Iris-setosa
+77,6.406856813828044,2.8816352812146553,4.27869516762733,1.2974225010749114,Iris-versicolor
+78,5.9964872928617945,2.6907878576935005,5.095934513321833,1.615449616089316,Iris-versicolor
+79,6.624762722489523,3.3087898373322036,5.675932590093755,2.5,Iris-virginica
+80,5.154897786917784,3.4276888587034504,1.5057806104038614,0.2,Iris-setosa
+81,6.4553763674357345,3.1577352984781215,4.52539294958644,1.4746036503849174,Iris-versicolor
+82,5.313224070547388,2.888739514850219,4.2605158681539965,1.462171951770176,Iris-versicolor
+83,6.027747182868224,2.6935958115965026,5.083883987819734,1.5783763621663092,Iris-versicolor
+84,5.982492365513502,2.2000003929209178,5.014199269410875,1.512707098961631,Iris-virginica
+85,4.986817161409032,3.2655561195841285,1.3141185762148948,0.2,Iris-setosa
+86,6.29945782851996,2.649048768362709,4.9183885087778805,1.8084902781491323,Iris-virginica
+87,5.101304179381527,3.761293395194722,1.8679619031903638,0.3957656456090459,Iris-setosa
+88,5.461361123081559,2.392116329669936,3.666552234982892,0.9718353586329944,Iris-versicolor
+89,5.895279502502759,3.220225592127422,4.82543915955054,1.785643796707271,Iris-versicolor
+90,5.697624797284836,4.4,1.4860112368095368,0.6210198919365766,Iris-setosa
+91,5.575958842038727,2.987306747036323,4.126002346589756,1.2820153055349734,Iris-versicolor
+92,5.069569918013247,3.7849645903767053,1.6243925008430966,0.2,Iris-setosa
+93,5.63598206952388,4.4,1.4913059060947025,0.39109181296319967,Iris-setosa
+94,5.029057790877177,3.5131182363508353,1.3032498923438034,0.27857759737765975,Iris-setosa
+95,5.848037345004159,2.865320482575965,5.197998856936668,2.4361122359821406,Iris-virginica
+96,5.098671852221433,3.7143013310434183,1.5416777225140952,0.45639525266607806,Iris-setosa
+97,6.705793797208705,3.289146693772358,5.645574176883121,2.4999995394326078,Iris-virginica
+98,5.258094286444564,3.432495813957745,1.5649006909650158,0.2,Iris-setosa
+99,5.791936224638877,2.7963764382979788,5.183635862189324,2.400012498609231,Iris-virginica
+100,6.677113698174632,3.0056179972079087,4.978813194559078,1.6629918805974162,Iris-versicolor
+101,5.558077189867797,2.9718510561537124,4.1260502118395275,1.283882612825551,Iris-versicolor
+102,5.082189462017492,2.5201185908577823,3.261176990196287,1.27692857262959,Iris-versicolor
+103,6.694859995981967,3.3068768293123028,5.746200066155458,2.4999994226357365,Iris-virginica
+104,5.513607787226273,2.4424707306923947,3.7448813172787307,1.11102779667788,Iris-versicolor
+105,5.082321795240974,3.311257049086742,1.8139583142810802,0.4687851623228464,Iris-setosa
+106,5.90846731125024,2.9996059838467724,4.231811376629776,1.4925723563736197,Iris-versicolor
+107,5.439709708994817,2.996212380460682,4.23131948870843,1.400882920486032,Iris-versicolor
+108,6.416249655180013,2.7251330544065797,5.354813060580749,1.8990527846785104,Iris-virginica
+109,6.672504448232277,3.023968887979848,4.411505826739709,1.3990080108292804,Iris-versicolor
+110,6.66801546417625,3.2892877748243428,5.731658939725735,2.4999993951268804,Iris-virginica
+111,6.677080595475972,3.0694063176127826,4.440011799097097,1.404644094958931,Iris-versicolor
+112,5.643961232219321,2.7657811299039414,4.177623077692304,1.3340589621691188,Iris-versicolor
+113,7.7,2.7386428514611794,6.7,2.0020053799685424,Iris-virginica
+114,4.5803589517488215,3.64316061331778,1.0,0.2,Iris-setosa
+115,7.7,2.7898028605833836,6.7,2.0046389904151196,Iris-virginica
+116,5.683842347288746,4.399999227966029,1.4790276673981775,0.5017663430626501,Iris-setosa
+117,6.091881798215471,2.5899685860673025,5.588236138874471,1.384775760430889,Iris-virginica
+118,6.298953827442857,2.567906028093336,5.048845967119584,1.9056612661595846,Iris-virginica
+119,6.894141450877278,3.213114657485355,5.674657504500675,2.3199038016758737,Iris-virginica

iris/tab_ddpm/1/11/test.csv

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

iris/tab_ddpm/1/11/train.csv

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

iris/tab_ddpm/1/11/val.csv

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

iris/tab_ddpm/1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.733967465940326,3.2868082218249377,5.6376607244689545,2.5,Iris-virginica
+1,6.681415459797606,3.064803155612817,4.412740166136289,1.3962160718976215,Iris-versicolor
+2,5.577496535443922,4.4,1.4751645495822312,0.4786947112578192,Iris-setosa
+3,5.118740682740856,3.43562315190321,1.5022424633200142,0.2,Iris-setosa
+4,5.987665204328222,2.200000493672684,5.00139359270208,1.4978540952790573,Iris-virginica
+5,6.291262073829713,2.5106941982504107,4.871272222744871,1.4915556139653419,Iris-versicolor
+6,5.880484490810988,3.0062844437380294,4.2246282307344885,1.5112656428801905,Iris-versicolor
+7,6.329484650223679,2.839592306086828,4.260017841588708,1.2628890983210832,Iris-versicolor
+8,6.279240730082496,3.348479572721132,5.613825647808023,2.3669634873711782,Iris-virginica
+9,4.872585216020306,3.0922279118093607,1.4894780940382133,0.1,Iris-setosa
+10,5.06200043910692,3.3841986863561444,1.4902484677535117,0.2,Iris-setosa
+11,5.417979185628308,3.9327975806184776,1.3081523398320627,0.3896214196630239,Iris-setosa
+12,6.563917427131025,2.9907104248683387,5.561102560641039,1.819078252264642,Iris-virginica
+13,6.314669324505624,2.509379783566487,4.902232296807733,1.5138811886827845,Iris-versicolor
+14,5.365135782474739,2.9836283794254546,4.449017992212571,1.485590486948115,Iris-versicolor
+15,5.518764193203094,2.407014597795332,3.665692142871354,0.9211662235937808,Iris-versicolor
+16,5.899036616372858,3.217564700890284,4.815235407571808,1.8032654253437586,Iris-versicolor
+17,5.107175592226712,3.2990674470249677,1.804327561645512,0.5414274930909425,Iris-setosa
+18,5.6830741621421215,4.4,1.4828246041529702,0.36985113844335604,Iris-setosa
+19,5.577381410199222,4.268669299058509,1.3905621408886544,0.2,Iris-setosa
+20,6.81383742175942,3.167645910444774,5.651879211142005,2.256484316680118,Iris-virginica
+21,6.362978356126489,3.188741431791182,4.516445243137749,1.4927499018256607,Iris-versicolor
+22,6.72877689315961,3.291342898886847,5.701862752533714,2.5,Iris-virginica
+23,5.050464666296378,3.4813500497593863,1.343761924309108,0.2844248298664469,Iris-setosa
+24,5.567638374717939,2.7836549096149406,4.577000848587529,1.438184168264602,Iris-versicolor
+25,5.646371540691301,4.4,1.4729686234971882,0.6024927704780353,Iris-setosa
+26,4.590799762359544,3.4087148399254237,1.396886331654323,0.28349586461884724,Iris-setosa
+27,6.556010078414628,2.9770379041537836,4.369749831831464,1.3815810509135658,Iris-versicolor
+28,5.003057280934617,3.6012925800217017,1.3918648683835788,0.2,Iris-setosa
+29,5.624001768028408,2.6992559197326753,4.2194912514056355,1.3088916413517204,Iris-versicolor
+30,7.7,2.820524632461452,6.699998400702543,2.004692768473539,Iris-virginica
+31,6.290556400825373,2.638420624589867,5.006998903054272,1.8357704923715228,Iris-virginica
+32,4.988680412398001,3.597378103042713,1.3955736067819156,0.2,Iris-setosa
+33,5.116441254197889,3.335583858155665,1.6681784359306324,0.5257846767504384,Iris-setosa
+34,5.190673735374535,3.3896735706828087,1.3796973973343705,0.2,Iris-setosa
+35,5.40217813709502,3.3897702097750613,1.8143880805590715,0.2,Iris-setosa
+36,6.371452264674408,3.100481006994035,5.497186426348027,1.7939357955810626,Iris-virginica
+37,6.446614206747464,2.841983993499655,4.245227596550254,1.284219402330593,Iris-versicolor
+38,7.7,2.771458908800838,6.7,1.9844178546822495,Iris-virginica
+39,5.5703347992656065,4.221992844660102,1.3757588148132518,0.2,Iris-setosa
+40,6.249482668910103,2.5315381110529707,4.91762569947441,1.5198314792606413,Iris-versicolor
+41,4.865076100116589,3.0851146652029358,1.5167805072851794,0.10000010208245089,Iris-setosa
+42,5.591785296922867,2.9848765143814453,4.131843549668185,1.309199138894681,Iris-versicolor
+43,5.24387269916726,2.8622605636554947,4.158121440974855,1.4478258548589549,Iris-versicolor
+44,6.411295856998444,2.8652343466453476,4.218095935842391,1.319444671871981,Iris-versicolor
+45,4.9211423790838085,2.410474753881302,3.0282470180111094,1.0075263700304034,Iris-versicolor
+46,6.5154138072750465,2.9478162257841922,4.365412464784238,1.3699317440052243,Iris-versicolor
+47,5.547325961857999,2.666027146425436,4.351551676046561,1.271893913963874,Iris-versicolor
+48,5.583560450315575,4.4,1.523810047621603,0.40603898240612707,Iris-setosa
+49,5.5132539794725295,4.4,1.4693764118516952,0.3913590628544933,Iris-setosa
+50,5.608453582131687,2.7377698910048425,4.1820366403961025,1.2935137800069907,Iris-versicolor
+51,5.087557084941737,3.3945443286268793,1.4608841274344306,0.2,Iris-setosa
+52,7.6999986736781985,2.7845590388638506,6.69999842596275,1.9888477511205902,Iris-virginica
+53,4.807458205482506,3.402869745844822,1.6001415237550947,0.2,Iris-setosa
+54,7.699998939622974,2.7685394808249852,6.699998983243853,1.9585613983046655,Iris-virginica
+55,5.5974620459075295,4.240173044118124,1.3991277079034508,0.2,Iris-setosa
+56,6.812824772162567,3.003742503826397,5.518096931105122,2.082196592950349,Iris-virginica
+57,6.694899981644644,3.1345330621655174,4.409989754174112,1.4038479011608713,Iris-versicolor
+58,6.296679887175798,3.4283889712388254,5.65960759017184,2.39474175645975,Iris-virginica
+59,7.7,2.748178277187191,6.7,1.974627231228075,Iris-virginica
+60,5.43562902909253,3.944086912919559,1.6564846100974153,0.35832750113141043,Iris-setosa
+61,5.327198314930596,2.6181074387693757,4.124948219543495,1.2732329290416016,Iris-versicolor
+62,6.400920364384837,2.8715580081361542,4.2584004554774175,1.2795948107040027,Iris-versicolor
+63,5.452245756372543,3.0147855419030725,4.530151894046765,1.506206238837653,Iris-versicolor
+64,5.6337020632788395,4.399999017684618,1.4944065194667573,0.3935066040637879,Iris-setosa
+65,5.220548337311818,3.523066879500287,1.4994980603824037,0.2,Iris-setosa
+66,6.276717128483305,2.4924750530283037,4.878067956146286,1.480785867107759,Iris-versicolor
+67,5.239117710220324,3.684876252592668,1.5146634870108782,0.2,Iris-setosa
+68,5.507093455303957,2.5848991471498026,4.453490893676195,1.2180749622725995,Iris-versicolor
+69,5.9078076559558435,3.2285995577583817,4.806018669476778,1.8069763314312042,Iris-versicolor
+70,6.437366651674391,3.2036161175573694,4.563284708782758,1.5035152660946363,Iris-versicolor
+71,5.5947357693399615,4.4,1.4795368086059764,0.6984777374353781,Iris-setosa
+72,5.556640185144894,4.238371103566804,1.3702962822519913,0.2,Iris-setosa
+73,5.227840198840421,2.7069794778253216,4.034384017416999,1.3980838448651047,Iris-versicolor
+74,5.387356391164263,3.8422858344388384,1.3163858480322936,0.3714585482562599,Iris-setosa
+75,6.125427082382801,2.9971424274145084,4.636416732460627,1.3895389956394426,Iris-versicolor
+76,5.542741166959542,2.6700797291430867,4.201465289518091,1.2888642041725664,Iris-versicolor
+77,6.322529463723377,2.789244481177162,5.096065327360405,1.5307264258416367,Iris-virginica
+78,5.765955674349182,2.5857231065838273,5.054413671702729,1.925593389442956,Iris-virginica
+79,5.369055599866561,2.992740455517604,4.446498714498625,1.4978203969448185,Iris-versicolor
+80,5.304266677700239,3.6639524661001994,1.5094890967047776,0.2,Iris-setosa
+81,5.016665058303538,3.2165035580625996,1.196682063839109,0.2,Iris-setosa
+82,4.903938073682831,2.39507448371843,3.3628352898706293,1.0641935633525978,Iris-versicolor
+83,5.070080937480448,2.468898417431646,3.0479488513130235,0.9926769437573644,Iris-versicolor
+84,5.182590740689403,3.4807052874788615,1.5204987784030728,0.2,Iris-setosa
+85,4.871167699715509,3.0833949524646216,1.4854609133622754,0.1,Iris-setosa
+86,6.002700065589426,3.3766630734355623,4.5890326037267775,1.636608522721375,Iris-versicolor
+87,6.270674555433508,2.30826640349502,4.3340548809446995,1.2834254850994486,Iris-versicolor
+88,5.063261740759087,3.492994080478635,1.3465969571556895,0.29682942910548243,Iris-setosa
+89,6.274309341081311,2.856088819574582,5.56402061354335,1.7680888036226674,Iris-virginica
+90,7.7,2.7499456139140497,6.699998603397873,1.9984395967246686,Iris-virginica
+91,5.402874263680255,2.98820342383627,4.46375291687318,1.500739913217867,Iris-versicolor
+92,5.496733862601397,2.622696188474685,4.410067006134194,1.25829668279924,Iris-versicolor
+93,4.957089652621066,2.4300561603002437,3.087327120005744,1.063754500791127,Iris-versicolor
+94,6.947300215372257,3.2196631760863115,5.713724910464911,2.3094627300003467,Iris-virginica
+95,6.748270682769249,3.261914923296636,5.70538530094632,2.209056668753276,Iris-virginica
+96,6.5978871835083135,3.1085973914306866,4.70693258058113,1.5284957155548027,Iris-versicolor
+97,6.333596766101723,3.376585909790406,5.664528090463688,2.3947879128382255,Iris-virginica
+98,4.485028246277221,2.301341662048376,1.308077503683867,0.2807199033720496,Iris-setosa
+99,5.922332983204866,2.2,4.959667235093202,1.440022448227976,Iris-virginica
+100,6.372502251919083,3.108181714919299,5.514288958987378,1.812222911915143,Iris-virginica
+101,5.037251246713369,3.4904517318032653,1.3395694967683682,0.2885159397230781,Iris-setosa
+102,6.3274587505162625,3.368164174098248,5.692148341372749,2.389649412817163,Iris-virginica
+103,5.499977647778699,4.102637108806355,1.4094264868621336,0.2,Iris-setosa
+104,5.486023962742725,2.5959232157498477,4.36762025641663,1.2363259147811207,Iris-versicolor
+105,5.594585008662414,4.229221614689443,1.3855162818535272,0.2,Iris-setosa
+106,6.491570985530822,2.9658224391488583,5.500506993276289,1.7973499762826297,Iris-virginica
+107,5.598289277265474,3.0000921141857706,4.495740788773798,1.5054515646672963,Iris-versicolor
+108,7.3335363591473355,2.905258357171491,6.32731411348875,1.8084383197148932,Iris-virginica
+109,5.729891850967115,4.399999263282226,1.4776101035884472,0.3893264977145594,Iris-setosa
+110,6.602428887613174,3.275400707741569,5.610002265599434,2.5,Iris-virginica
+111,5.224905191540123,3.6373187970068908,1.4267346120000768,0.2,Iris-setosa
+112,6.596400216202411,3.316232395064669,5.8039695253182835,2.5,Iris-virginica
+113,5.120884961435836,3.4107018759356382,1.5083630768890517,0.2,Iris-setosa
+114,5.001356653260131,3.5856310020488698,1.394182273276412,0.2,Iris-setosa
+115,5.5062793548381395,4.213528687996377,1.379254885139181,0.2,Iris-setosa
+116,7.7,2.7425260043064075,6.7,1.977440120595495,Iris-virginica
+117,7.699998891512397,2.784507104760738,6.69999877596728,1.9923498285039436,Iris-virginica
+118,5.21047540418762,3.4180467909597505,1.5496040451502213,0.2,Iris-setosa
+119,5.621186238390276,4.270880557204076,1.3863627488898407,0.2,Iris-setosa

iris/tab_ddpm/1/12/test.csv

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

iris/tab_ddpm/1/12/train.csv

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

iris/tab_ddpm/1/12/val.csv

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

iris/tab_ddpm/1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.670422556804176,3.270159761038342,5.646590987505975,2.5,Iris-virginica
+1,5.579582463475711,2.9945350363787675,4.103030276926635,1.2870986532787716,Iris-versicolor
+2,4.800428444132685,3.3895649758780455,1.5817344293264084,0.2,Iris-setosa
+3,5.7911503834269045,2.6956236387588577,5.099425894710222,1.8895609911170417,Iris-virginica
+4,5.663185494869017,2.4584362689224433,5.013941514121437,2.0324572553551294,Iris-virginica
+5,6.315371589370745,2.473327460060754,4.84266782130664,1.4733601009656543,Iris-versicolor
+6,5.5012731384346765,4.232717893202829,1.3800771551309883,0.2,Iris-setosa
+7,5.483329809722185,3.9351047436914355,1.3232131495404296,0.3913911488090066,Iris-setosa
+8,4.906417966696994,2.994646145227211,1.3812264734668274,0.2,Iris-setosa
+9,5.980270092626233,2.200000316527844,5.0382664055567075,1.483821073709843,Iris-virginica
+10,7.699998979853888,2.7628970666786743,6.69999875079137,1.9721539303594362,Iris-virginica
+11,5.668857229482216,4.399999269307473,1.4848560387712357,0.3981251134995347,Iris-setosa
+12,6.37969538462124,3.0845567497605972,5.52439226631883,1.7891644758503473,Iris-virginica
+13,5.278406358558129,3.6602526053738367,1.4963514124258364,0.2,Iris-setosa
+14,6.285972866154768,2.2958999738387162,4.378036327829361,1.2827410748540597,Iris-versicolor
+15,5.033480247166913,3.5747152365088946,1.40222674279068,0.2,Iris-setosa
+16,5.951524152493934,2.2,4.98380070694909,1.4870218910533748,Iris-virginica
+17,7.699998909045547,2.793903064383866,6.69999844835433,1.9805069931007768,Iris-virginica
+18,4.400000477129801,3.194331072181815,1.2915681440596891,0.2,Iris-setosa
+19,7.7,2.7832198334093734,6.699998781439035,1.9702747462315113,Iris-virginica
+20,6.765812084619644,3.243990281157762,5.64657171109232,2.311480708022934,Iris-virginica
+21,5.48834537648088,4.070424921285732,1.406159289683491,0.2,Iris-setosa
+22,5.640655014487184,4.4,1.4825049653445155,0.4251399354189428,Iris-setosa
+23,6.671389176119647,3.1321312323127684,4.462512031522689,1.4063352015519848,Iris-versicolor
+24,5.267084652179148,3.6882099035135214,1.3424928132873193,0.3355482862266391,Iris-setosa
+25,5.097762372792992,3.3108524657807776,1.694700791048769,0.5149269217348466,Iris-setosa
+26,5.778877220697378,2.7836865952704155,5.109128205914719,2.39615157313924,Iris-virginica
+27,5.19779021619404,2.6956308672731693,3.6751752075976682,1.414467188107505,Iris-versicolor
+28,5.772399563109463,2.681931955726631,5.079062952323113,1.911634913442308,Iris-virginica
+29,7.7,2.772225287748378,6.7,1.999275078007119,Iris-virginica
+30,6.293330840065218,2.670831784697053,4.912881598329083,1.8133392388063785,Iris-virginica
+31,5.528337733806416,4.219412005192121,1.346388049809765,0.20475051791322116,Iris-setosa
+32,6.685898565994242,3.014345163394335,4.998940523969691,1.7222763481903207,Iris-versicolor
+33,7.7,2.7671122286312038,6.7,1.9785308311063101,Iris-virginica
+34,5.995444806427195,3.035582184166203,5.269941104617229,1.809548772624266,Iris-virginica
+35,5.073791645475214,3.3156809747360096,1.6774462946049917,0.40164537462626726,Iris-setosa
+36,5.441139534573862,4.0262114799540285,1.4468889602656974,0.2,Iris-setosa
+37,7.6999989379950735,2.7758121896677688,6.699998496175128,1.9353225213145393,Iris-virginica
+38,6.003500919289544,3.384428660398745,4.520755875013292,1.629342552106628,Iris-versicolor
+39,5.779940800499464,2.7071044481106017,5.094337843184981,1.8957328305717465,Iris-virginica
+40,5.0037021871527925,3.505100888610718,1.291804088185457,0.2831617566517524,Iris-setosa
+41,5.108969483856296,3.744217637113973,1.5844934916048379,0.4248263419646287,Iris-setosa
+42,5.049055786428525,3.3149831616106487,1.4101182587362138,0.2,Iris-setosa
+43,6.386661209406154,2.786942076778254,5.446293570828105,1.8636846170586605,Iris-virginica
+44,4.942936117142227,3.153132926245181,1.2420868137510699,0.2,Iris-setosa
+45,4.4000006617970975,3.1773606563562957,1.3024209072998316,0.2,Iris-setosa
+46,6.10847012935499,2.586042951876118,5.596772067799635,1.3984890588893069,Iris-virginica
+47,5.197444919964306,3.3951520199034397,1.3935781567793128,0.2,Iris-setosa
+48,7.7,2.7944587590992014,6.7,1.9934029020438615,Iris-virginica
+49,4.989454978343508,3.607104424728532,1.402019233033042,0.2,Iris-setosa
+50,5.662525845568602,4.4,1.4943109338352738,0.5954301940687202,Iris-setosa
+51,6.665433661215858,3.309473756554106,5.681746362995152,2.5,Iris-virginica
+52,4.866367372867741,2.3777213462175166,3.3918163724939565,0.9515383654777493,Iris-versicolor
+53,5.325594636287426,3.7650276367020936,1.5199872648363804,0.2,Iris-setosa
+54,6.396151464308273,2.702074539376485,5.328042112397907,1.905662273893643,Iris-virginica
+55,6.378143355453326,3.402726934211924,5.625584042290472,2.3794279586965934,Iris-virginica
+56,5.617684000661474,2.997964668883615,4.142069797924355,1.3033793704927887,Iris-versicolor
+57,7.699998924390532,2.725560955631645,6.7,1.9855750236428686,Iris-virginica
+58,7.7,2.786738582781346,6.699999007605889,1.993123339406583,Iris-virginica
+59,5.110020280575074,3.3211806434362847,1.9978378988205636,0.5026764570948832,Iris-setosa
+60,5.768614469242882,2.6773284644570277,5.0958412145337215,1.9079490276954152,Iris-virginica
+61,7.7,2.79559389215274,6.7,1.9956456417598634,Iris-virginica
+62,7.699998908094301,2.782850625423885,6.699998530703017,1.9941096005749055,Iris-virginica
+63,5.487278722944103,4.199354185310954,1.402864977340147,0.2,Iris-setosa
+64,7.258784352628785,2.8939048976633326,6.2716734867568205,1.781977892730214,Iris-virginica
+65,5.315754861068242,3.8015830309535943,1.5220945886014987,0.2,Iris-setosa
+66,6.704699511269893,3.3004500933370617,5.69200115881939,2.5,Iris-virginica
+67,4.595892642273366,3.200059663793757,1.4004947116281743,0.2,Iris-setosa
+68,5.688348814461813,4.4,1.4928971421375599,0.635740564181516,Iris-setosa
+69,5.529800380728912,2.654435914232835,4.2555899277235145,1.2814314000101266,Iris-versicolor
+70,4.942383408474052,3.1194687022484753,1.3216767419363762,0.2,Iris-setosa
+71,5.9371924002360394,2.2,5.001433582178941,1.47579558505069,Iris-virginica
+72,5.008647944192316,3.5231873282956117,1.4005203093821,0.2,Iris-setosa
+73,5.6892370443963065,4.4,1.477152832532442,0.38100855272646783,Iris-setosa
+74,4.898901251118145,3.0102106125500825,1.3903381018463608,0.2,Iris-setosa
+75,7.7,2.755828021172893,6.7,1.994543978491175,Iris-virginica
+76,4.581675459970713,3.3956193654289586,1.3877939679689097,0.298040440208128,Iris-setosa
+77,4.777791065152222,3.4052145851901803,1.6010550144361864,0.2,Iris-setosa
+78,6.302101236683422,2.4932899810258675,4.918587876703065,1.4976492317423056,Iris-versicolor
+79,6.316699077238942,3.4453500363837675,5.62315796776628,2.389941549662573,Iris-virginica
+80,6.026402388186479,2.2000002941553953,5.002946104128046,1.5104965677345272,Iris-virginica
+81,5.687299232291069,4.399999239629957,1.4858442526471465,0.38320035592652746,Iris-setosa
+82,4.991194342060017,3.2014578090079895,1.1999281730523383,0.2,Iris-setosa
+83,5.1757220872137415,2.6366870775260347,4.023458415606607,1.3732713968189287,Iris-versicolor
+84,7.7,2.765770525488986,6.699998669252176,1.985384985764368,Iris-virginica
+85,6.82481490221587,2.995647965266456,5.526343012243134,2.101968400049483,Iris-virginica
+86,5.669130935318372,4.4,1.4899438122631985,0.38200235173618946,Iris-setosa
+87,6.2970949036092385,2.796808914836761,5.102963078185244,1.4981520716870949,Iris-virginica
+88,6.745618781992512,2.9937866769018533,5.5032032264739295,2.1229959080092002,Iris-virginica
+89,7.7,2.7735347659454876,6.7,2.035944085156249,Iris-virginica
+90,5.988362255293189,2.9397411082189335,4.635324504437805,1.3929516021284725,Iris-versicolor
+91,6.327698265104114,2.662916633586184,4.9213208738219025,1.7924746900156237,Iris-virginica
+92,7.699998531657912,2.7958336068848144,6.6999982793725525,1.9922007761999192,Iris-virginica
+93,6.743410789140611,3.3450250454825823,5.680529838919933,2.5,Iris-virginica
+94,4.889010392592591,3.1244982210478143,1.485592080865975,0.1,Iris-setosa
+95,7.7,2.7828149251937164,6.7,1.9968477407823069,Iris-virginica
+96,7.7,2.781335405878206,6.7,2.0358118319569853,Iris-virginica
+97,6.481761375010414,3.0236973644225538,5.508534715958786,1.8025129401589584,Iris-virginica
+98,4.903265809733421,2.400958022236162,3.1828352887997617,1.0094632255075773,Iris-versicolor
+99,7.7,2.8296481045269744,6.7,1.9962722056785758,Iris-virginica
+100,5.804932816149655,2.822233751856075,5.1318326322353816,2.3992601244224514,Iris-virginica
+101,5.991925579460143,3.4239619881198537,4.5262636643595915,1.5999200438962533,Iris-versicolor
+102,6.866137316546484,3.215215974802885,5.6829867315910105,2.312818927661084,Iris-virginica
+103,5.97282636714904,3.4451907937860096,4.479381831040701,1.6111504018124294,Iris-versicolor
+104,7.241670007865115,2.9688513474524285,6.11601283674029,1.950955889490246,Iris-virginica
+105,5.031358998379099,3.4725046491941765,1.3354464791438456,0.2853758467082457,Iris-setosa
+106,7.063472165852414,3.015168027973356,5.779527426121911,2.1267954089850316,Iris-virginica
+107,4.626034326244266,3.4001067787926127,1.4043246276777122,0.30427999365033553,Iris-setosa
+108,6.422508654345815,2.761100710987073,5.470728411202783,1.8696974789292755,Iris-virginica
+109,5.892939521440264,2.9918295558829633,4.155483220493012,1.5125201438221934,Iris-versicolor
+110,5.775592275896551,2.792121799428448,5.1714985064460794,2.414643180676157,Iris-virginica
+111,6.3258633743618855,2.5138076986950524,4.997637703827308,1.9021902783853581,Iris-virginica
+112,5.593199342855902,2.999328126694066,4.101851180398812,1.3193897520798503,Iris-versicolor
+113,5.5932756244471555,2.8327233671373477,4.153447683881781,1.2688902170325143,Iris-versicolor
+114,4.90169938437239,3.497702816749028,1.6336862576930524,0.2,Iris-setosa
+115,5.087924052350144,3.51825971241725,1.3969070022476306,0.3096878320985984,Iris-setosa
+116,5.431645813752522,3.4184263966106103,1.9125301341034597,0.2,Iris-setosa
+117,7.7,2.767157904163877,6.7,1.9462902656424999,Iris-virginica
+118,5.078460031746195,3.5948023187793345,1.4522927949584568,0.35750556916936815,Iris-setosa
+119,6.345667981362759,2.764339952874666,5.09381741500071,1.4893926046289232,Iris-virginica

iris/tab_ddpm/1/13/test.csv

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

iris/tab_ddpm/1/13/train.csv

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

iris/tab_ddpm/1/13/val.csv

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

iris/tab_ddpm/1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.503697849690379,2.397023657043138,3.634856755574652,0.9554360176208412,Iris-versicolor
+1,6.385055771940893,2.8746570629724713,4.2703137754751825,1.288620834501876,Iris-versicolor
+2,6.251061457752678,2.5077948052393393,4.872410471618859,1.485398963602714,Iris-versicolor
+3,4.87340454393111,2.3861188406759752,3.087982927615001,0.9980603673217786,Iris-versicolor
+4,4.807805248773694,3.437982406866554,1.2880891865653137,0.30438631084554374,Iris-setosa
+5,4.595986272769064,3.6387923409670204,1.0,0.2,Iris-setosa
+6,7.7,2.7841549230014846,6.7,1.9880794338965178,Iris-virginica
+7,6.326216755021617,2.7817410728530154,5.093424639845634,1.5083019806668752,Iris-virginica
+8,4.97711975142403,3.595845354706428,1.4004729221361119,0.2,Iris-setosa
+9,5.061124651231162,3.5169914816744847,1.3696702335216504,0.30991008195555,Iris-setosa
+10,5.9870881894003025,2.6926761281482627,5.046620833571156,1.57297744548529,Iris-versicolor
+11,6.31505219931419,2.693026102540225,4.909272633620075,1.776793398576623,Iris-virginica
+12,5.680201378945231,2.9941533902508914,4.154341618226354,1.299612552946466,Iris-versicolor
+13,5.243267998502987,3.5778623297078855,1.5059702043265522,0.2,Iris-setosa
+14,5.503800318494123,2.4082454414202417,3.839129913990356,0.9369511007718999,Iris-versicolor
+15,4.584613544274817,3.1958172406314906,1.400305293327078,0.2,Iris-setosa
+16,6.330019295226014,2.915172827999627,5.574362905851848,1.798859912584399,Iris-virginica
+17,5.968718445108295,3.4208032794441054,4.428146256967563,1.597914589738446,Iris-versicolor
+18,6.0099625298979005,3.0096337912406876,4.780337816398507,1.793721050757735,Iris-virginica
+19,7.7,2.7874410357003563,6.7,1.9846228629594276,Iris-virginica
+20,6.695716143524014,3.3144826117180513,5.724127664029983,2.1099604998553816,Iris-virginica
+21,4.876856763468026,2.3818529701550375,3.1569020171318734,0.9743181115807995,Iris-versicolor
+22,6.293103422610404,2.5199601877411815,4.905551949736272,1.499049371706391,Iris-versicolor
+23,6.810973600103469,3.117419266199919,4.402807915993244,1.4020527897008515,Iris-versicolor
+24,5.402426059790026,3.940379457740927,1.8473928701648472,0.4364972136601645,Iris-setosa
+25,6.297804892590611,2.3097111344914927,4.433387832261629,1.2962909694028952,Iris-versicolor
+26,6.442354488375243,3.0624035622035404,5.488396560652407,1.8114307324743149,Iris-virginica
+27,6.016228332790064,2.7228191924565106,5.096529106977831,1.6104487866710973,Iris-versicolor
+28,6.675881870023818,3.2929518428813918,5.801864744318072,2.120636497491893,Iris-virginica
+29,5.983173526267421,2.9731918963133475,4.517627624195653,1.3682784569374298,Iris-versicolor
+30,5.86399572140247,2.9966087550617964,4.240612509502028,1.5012141513981885,Iris-versicolor
+31,6.068180524755659,2.2000003064004887,5.054107773405628,1.5055307956186306,Iris-virginica
+32,7.7,2.7779846934329266,6.7,1.9737990054913304,Iris-virginica
+33,6.541055753234096,2.9751913049059326,5.408044030252856,1.8077176426397121,Iris-virginica
+34,4.965372795455873,3.326508540108522,1.3887710054368259,0.2,Iris-setosa
+35,6.3259674452263015,2.293487951954886,4.367300211463611,1.2965438442794297,Iris-versicolor
+36,6.228667047478155,3.2872514488233855,4.5256403923695165,1.5274211624954004,Iris-versicolor
+37,5.217697106762715,3.8189345511905635,1.4899107436413994,0.5080164896131936,Iris-setosa
+38,6.790694554992718,3.2679765313702647,5.7016171970592735,2.2322545501780464,Iris-virginica
+39,6.274164394051535,2.6696251931289354,4.9369296452845735,1.8408280465781683,Iris-virginica
+40,4.641742811738602,3.6047592072491828,1.0000004851931916,0.2,Iris-setosa
+41,6.681821719377988,3.2972841460704085,5.774136735746913,2.4999993805446428,Iris-virginica
+42,5.60753251795038,4.3999987905256965,1.5333746839024165,0.44948544775162347,Iris-setosa
+43,7.699999070460186,2.738224857195843,6.7,1.9764484006068213,Iris-virginica
+44,5.490656369439214,4.155298791014339,1.4208665860282554,0.2,Iris-setosa
+45,5.490013918044093,2.44688265119529,4.089947760597684,0.9816121435761616,Iris-versicolor
+46,5.573882704756905,2.6478367371296705,4.350762984362059,1.266529001295079,Iris-versicolor
+47,6.408339720091407,2.7275848561131295,5.338934042977006,1.8763973697288991,Iris-virginica
+48,6.298815522466614,2.4953505287285465,5.010541218181605,1.886303442509558,Iris-virginica
+49,6.2838977028247385,2.297283073203618,4.3579745353483945,1.302946004527123,Iris-versicolor
+50,5.631011569602398,4.39999927642781,1.475152663030747,0.40478239871350224,Iris-setosa
+51,4.967526136764422,3.5460061954363704,1.3122658256044595,0.30442812023452337,Iris-setosa
+52,4.591529755450104,3.21387362571212,1.4078605638734756,0.2,Iris-setosa
+53,6.496108660661193,2.9301332043096027,4.301522412402042,1.3248057744377215,Iris-versicolor
+54,4.9976049832436935,3.6866978767803573,1.4015488933819158,0.2,Iris-setosa
+55,5.595083066774163,4.4,1.4978373564571275,0.41485298508304674,Iris-setosa
+56,5.4569256185337895,2.5886348926275384,4.379130711249785,1.080264836159982,Iris-versicolor
+57,5.801951941459888,2.7821103117800123,5.135928761184965,2.4027303795296637,Iris-virginica
+58,5.096828830610666,3.3984285601320408,1.4076761224012786,0.2,Iris-setosa
+59,5.3980408486598925,3.913112696238382,1.8530614229351186,0.4045215644081146,Iris-setosa
+60,7.699998655999703,2.751992703563532,6.699998358655288,1.9590778538824054,Iris-virginica
+61,6.3155977715527465,2.7820231139529685,5.082822730633389,1.5122261537375308,Iris-virginica
+62,6.671480949768611,3.0998545043856187,4.410854839620287,1.3928097736518517,Iris-versicolor
+63,5.424832330923604,2.969358514710481,4.41833769121287,1.5035912734451629,Iris-versicolor
+64,5.907943942127316,3.2235459867651253,4.768472311155848,1.8103003418755417,Iris-versicolor
+65,5.515588446383904,2.6050860185588323,4.308208974013144,1.2130900788093424,Iris-versicolor
+66,6.213054172667054,2.7787206455345332,5.3289619349848305,1.8648806666072233,Iris-virginica
+67,6.676984011486451,3.2079192645625354,5.678638724186028,2.033421852648371,Iris-virginica
+68,5.485744396826221,2.395612219868049,3.826895576285275,1.0854847003580481,Iris-versicolor
+69,5.596483343432343,2.657444809748446,4.2878877642745294,1.2890456942046504,Iris-versicolor
+70,6.677593142107166,3.306080386230245,5.68201493328925,2.1027925973942527,Iris-virginica
+71,5.5062954478343,2.3886714888064793,3.720665368322498,1.048042509177544,Iris-versicolor
+72,4.900509923683748,2.404757463363862,3.2504498809242675,1.0892123536571583,Iris-versicolor
+73,5.622765767155271,4.39999907052966,1.5035550628022878,0.45197799149038104,Iris-setosa
+74,7.149494979225276,3.013240460214947,5.852727274229063,2.1574031455549925,Iris-virginica
+75,5.63448650136163,4.4,1.4556680924309742,0.442866133323224,Iris-setosa
+76,4.870124062775561,3.0566725545442073,1.3963471943709287,0.2,Iris-setosa
+77,4.9906121033439135,3.596915597237921,1.3989879207981417,0.2,Iris-setosa
+78,4.578961759748949,3.20395461696057,1.4027411913029986,0.2,Iris-setosa
+79,7.7,2.751856195302683,6.7,1.983394180191462,Iris-virginica
+80,5.114197304301169,3.8817224013639713,1.5951340705164017,0.2,Iris-setosa
+81,4.581385470702119,3.6042314392281494,1.0,0.2,Iris-setosa
+82,5.023462962553004,3.506167829060127,1.3227372613792552,0.28834465717316693,Iris-setosa
+83,5.909332064820217,2.9943256680960477,5.108735719051887,1.795300676428063,Iris-virginica
+84,5.114424840897664,3.7906111306060875,1.6329208364406462,0.2,Iris-setosa
+85,6.003375295789249,3.4070987891611564,4.4819798462930915,1.6133155799240164,Iris-versicolor
+86,6.262389413808893,2.524284873365348,4.9036099118378464,1.5104178526095162,Iris-versicolor
+87,5.077094609704336,3.6852349021993667,1.396612901536677,0.2,Iris-setosa
+88,4.4,2.8812444748728954,1.409189891301107,0.2,Iris-setosa
+89,5.08318103255242,3.5135843717927937,1.3763215444444201,0.3269471106822418,Iris-setosa
+90,6.322910360127534,2.4897183372590463,4.957030027939745,1.8950131309095588,Iris-virginica
+91,6.258841055902806,3.4186906292502894,5.623552479665953,2.392793003528596,Iris-virginica
+92,5.462001311304039,2.4141935999539412,3.43309633096681,1.0551051558029307,Iris-versicolor
+93,4.577822964391142,3.617303622271517,1.0,0.2,Iris-setosa
+94,5.9263656545568875,3.0129754283588936,4.2308122407513435,1.5108736312955429,Iris-versicolor
+95,5.115705769196356,3.8092258988149377,1.6142932799515264,0.34392281638840194,Iris-setosa
+96,6.339361859415529,2.2917276298573235,4.4178454022905695,1.295760760985252,Iris-versicolor
+97,7.7,2.8153097391503423,6.7,2.017802742400669,Iris-virginica
+98,6.045635267306147,2.6621335403802813,5.072405716692354,1.574049796212915,Iris-versicolor
+99,6.692192926196473,3.286673122137017,5.707073302987378,2.499999502644953,Iris-virginica
+100,4.895385745927899,3.113885191661662,1.5216110711870814,0.1,Iris-setosa
+101,5.112518749708371,3.7940350481241345,1.9722051341640832,0.38990362685199376,Iris-setosa
+102,5.178803049722262,3.4546616780340997,1.4806860099016705,0.2,Iris-setosa
+103,6.004383381684629,3.386975153035687,4.516410997236957,1.5862138565080357,Iris-versicolor
+104,6.622791503976483,3.298236372685527,5.563857810932012,2.5,Iris-virginica
+105,6.735521839881232,2.9921260958794087,5.468909349406798,2.075904748138167,Iris-virginica
+106,4.5980260621203195,3.2020060765810197,1.3691119762196555,0.2,Iris-setosa
+107,5.017856070762358,3.6344287572495246,1.4183796453532342,0.2,Iris-setosa
+108,5.208048091077229,2.6841962064032177,4.0121948307291815,1.3939517624853726,Iris-versicolor
+109,5.972945852528295,3.383881444648729,4.514083929121109,1.6261725878968603,Iris-versicolor
+110,5.649524144845738,2.7769176231639783,4.141843169017466,1.3033990830166153,Iris-versicolor
+111,6.661709010142897,3.2910995756156938,5.883709084541831,2.5,Iris-virginica
+112,6.428947784690708,2.692095739514009,5.27865328687311,1.897216174246926,Iris-virginica
+113,4.983713894372493,3.592097206739845,1.4040052120495192,0.2,Iris-setosa
+114,5.032608223403208,3.6065631425532847,1.4111340553941047,0.2,Iris-setosa
+115,5.175700196365962,2.6957052318321604,4.017829737139243,1.4119315874125633,Iris-versicolor
+116,4.634624139806524,3.409947412966264,1.4062437283914386,0.30465345509788566,Iris-setosa
+117,4.967549521942104,3.6021880632920933,1.3753045375735184,0.2,Iris-setosa
+118,7.7,2.757078401318529,6.7,2.021540365685724,Iris-virginica
+119,6.617861212607425,3.264024920521877,5.56791601020138,2.5,Iris-virginica

iris/tab_ddpm/1/14/test.csv

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

iris/tab_ddpm/1/14/train.csv

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

iris/tab_ddpm/1/14/val.csv

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

iris/tab_ddpm/1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.617284848278193,2.713895919058615,4.260042195836242,1.3024332748002008,Iris-versicolor
+1,6.324807770450184,2.8343720609872616,4.228084876615471,1.279032792474149,Iris-versicolor
+2,5.09265211188523,3.7585585191339903,1.5892735075409847,0.2,Iris-setosa
+3,4.888327804734286,2.3963295327523744,3.56874410154061,0.9072055496743354,Iris-versicolor
+4,4.851906207730807,3.0848694032316777,1.490191312102013,0.10000009626569452,Iris-setosa
+5,5.547035324870381,2.6614799823954383,4.2804617516109325,1.283413877920903,Iris-versicolor
+6,5.872945496992256,3.000147130794746,4.2494178956587705,1.502936768470098,Iris-versicolor
+7,6.278247071084721,2.461740547265934,4.817909485501666,1.474425956171261,Iris-versicolor
+8,6.87296652535975,3.0062853758670287,5.572412490782229,2.101318435675973,Iris-virginica
+9,7.307307278602873,2.8912269990853,6.322761598250838,1.7969803935781736,Iris-virginica
+10,5.109462678827838,3.7877216038081216,1.6756753476806727,0.45238591044715615,Iris-setosa
+11,7.699998885887807,2.7733447516111633,6.69999851492471,1.9786894110561202,Iris-virginica
+12,5.528487884814659,4.222523038253385,1.3764583828290269,0.2,Iris-setosa
+13,7.699999098556846,2.782898661157595,6.7,1.9683425091643376,Iris-virginica
+14,7.7,2.7573293043866465,6.7,1.9714048213290687,Iris-virginica
+15,4.994715004665645,3.6096047351719114,1.3711863131781499,0.2,Iris-setosa
+16,5.4755468693898175,2.399509679181315,3.5966561493054097,0.9418713476801571,Iris-versicolor
+17,5.6318006988527465,2.7240924529154587,4.153267875534488,1.313649822497388,Iris-versicolor
+18,6.804090382368713,3.284650162617645,5.733424845136328,2.5,Iris-virginica
+19,5.581581130444182,4.225972945504723,1.39171017262384,0.2,Iris-setosa
+20,5.395623019355112,3.91158070182985,1.732923168001421,0.5389751704570406,Iris-setosa
+21,5.993186936972546,2.706494233837569,5.08032190908254,1.5911617800518565,Iris-versicolor
+22,5.5714551217445445,2.4629188057986204,3.8582932723210863,1.1606304824681437,Iris-versicolor
+23,6.692215306856348,2.9932537335948464,4.995466330322053,1.6953587372841499,Iris-versicolor
+24,6.310652478533095,2.628241925796283,4.904891955820077,1.7975319659705384,Iris-virginica
+25,5.521184405659916,2.385409873687432,3.422385737501197,1.1070829248477843,Iris-versicolor
+26,4.770375330442594,3.398706185686487,1.6110940112165777,0.2,Iris-setosa
+27,5.946861561689776,3.3192319611206527,4.653667164817944,1.6890063674211027,Iris-versicolor
+28,6.909185489344118,3.187463229956027,5.691462007569496,2.291051017906284,Iris-virginica
+29,5.838948787445509,3.225510809832144,4.731988656986565,1.839042661244894,Iris-versicolor
+30,5.403268391443181,3.8950385397562957,1.6891730803209921,0.38988452398895224,Iris-setosa
+31,4.77526765732546,3.4113470002721966,1.5757303129642344,0.2,Iris-setosa
+32,5.596924416736914,4.284280613018286,1.360538722960753,0.2,Iris-setosa
+33,5.653527275052537,4.4,1.4787758332149066,0.7426728246122292,Iris-setosa
+34,6.10643547891681,2.583527971686163,5.580685290912947,1.427426839144062,Iris-virginica
+35,4.60012635767948,3.605938630032223,1.0000006027121782,0.2,Iris-setosa
+36,4.9957427366121925,3.591894813401806,1.370148259374681,0.2,Iris-setosa
+37,6.508446189498659,2.999333710872768,5.514198728690432,1.780903901109877,Iris-virginica
+38,4.978474276528043,2.4366295599906596,3.215081612388523,1.2231346924467026,Iris-versicolor
+39,6.500590643139374,2.9917797085358413,5.492921868031607,1.8059142079101682,Iris-virginica
+40,4.990439246890912,3.2920912529179347,1.3663903285137748,0.2,Iris-setosa
+41,4.887721660759171,2.3925722279086026,3.8376679791744266,1.0085616247053966,Iris-versicolor
+42,5.986524565298689,3.3749834934922354,4.561596330462944,1.6097129366660716,Iris-versicolor
+43,5.819956547591675,2.70983728135846,5.0955165248109,1.8982222901302497,Iris-virginica
+44,6.69690877423692,3.3133513119885967,5.822472144394591,2.5,Iris-virginica
+45,7.699998928129439,2.7548991246416485,6.699998419913961,1.9933144884251341,Iris-virginica
+46,6.379683460856502,2.8587594746363414,4.268320188814922,1.2948218293761442,Iris-versicolor
+47,5.791615249778546,2.7979775848090336,5.133983678709413,2.3970092377731564,Iris-virginica
+48,6.3317563707317674,3.2310717347516658,4.495291224775548,1.5127224671600046,Iris-versicolor
+49,5.0185085625496955,2.4517826353095966,3.1659104218741287,0.9837243107449651,Iris-versicolor
+50,6.632001659752162,3.327177715686192,5.691222055992416,2.5,Iris-virginica
+51,4.805973545034753,3.3992913772216093,1.6145383717302348,0.2,Iris-setosa
+52,5.23088038376541,3.4223627045241196,1.4000248252950798,0.2,Iris-setosa
+53,7.699998793909148,2.7952646623106183,6.699998749627477,2.009726099608306,Iris-virginica
+54,5.588879580806311,4.4,1.4590317222542177,0.3978066994438129,Iris-setosa
+55,4.622921311992339,3.640896811700809,1.000000380058996,0.2,Iris-setosa
+56,6.415524678106422,3.2089360654378845,4.483938445211337,1.4923281537965252,Iris-versicolor
+57,5.408041199396657,3.3969023445539053,1.6943998355257102,0.2,Iris-setosa
+58,5.491269568039512,2.412217293690563,3.9235266678014247,1.081451057394494,Iris-versicolor
+59,5.80367674473281,2.79091015865449,5.108150070189603,2.4078222161399934,Iris-virginica
+60,6.290682890426434,2.493507043723749,4.87879008739596,1.4902864529700972,Iris-versicolor
+61,4.595637322704087,3.6130431393369355,1.0000003882528348,0.2,Iris-setosa
+62,5.785727132052769,2.732248065856348,5.124315443986596,1.9008691828412179,Iris-virginica
+63,6.693106522856342,3.289703963285459,5.7061515187341945,2.1228701257981735,Iris-virginica
+64,5.694252673932963,2.4805060487915913,5.013988812989374,2.013034816602839,Iris-virginica
+65,6.289775165117772,2.7549020476776267,5.057272499919279,1.5165172314584028,Iris-virginica
+66,7.7,2.7710891217993683,6.7,1.98420597281482,Iris-virginica
+67,5.866806962713786,2.980844634711411,5.090620261615265,1.794382453696147,Iris-virginica
+68,5.450828184120882,3.3922117759927235,1.834366049274393,0.2,Iris-setosa
+69,6.081036330607186,3.285581510332841,4.563611272071569,1.6031429432211564,Iris-versicolor
+70,6.054580183383155,3.004718271587439,4.424003448871342,1.3851128129337382,Iris-versicolor
+71,6.030735014273221,2.6962952990210862,5.13206835006818,1.6088888185848105,Iris-versicolor
+72,6.7110358765739555,3.3100540389967446,5.752880767020525,2.1210004731761427,Iris-virginica
+73,6.284543637583665,2.4761758199798263,4.830698430378861,1.495273876162475,Iris-versicolor
+74,6.305130869265597,3.399023926250222,5.602765064197078,2.4045864424411945,Iris-virginica
+75,6.741938258187958,3.313973958651686,5.687207259634239,2.5,Iris-virginica
+76,4.602008626137653,3.4293925485348744,1.4002150244034717,0.3182560019955588,Iris-setosa
+77,5.981194199519133,3.422120474232736,4.5068412752672335,1.621706022073779,Iris-versicolor
+78,7.266014156564863,2.900269392981111,6.258361054195124,1.8166266501679162,Iris-virginica
+79,5.632235723862353,4.4,1.4700405646918089,0.5891687993863605,Iris-setosa
+80,5.568513045601118,4.258727529427301,1.3889998128259455,0.2,Iris-setosa
+81,6.339501096874613,2.8399002245424914,5.563957375642149,1.8283700572296553,Iris-virginica
+82,6.467218418379357,2.9859177174556137,5.451397659579265,1.7922062095500935,Iris-virginica
+83,6.309316677347688,2.4775285439937065,4.822052064852857,1.4848689372380663,Iris-versicolor
+84,5.440244617963706,3.002250018009974,4.506926052688948,1.5022579904605275,Iris-versicolor
+85,6.364423515352873,3.39366439268193,5.6905502746925505,2.3763342505630343,Iris-virginica
+86,6.422752366035788,3.0869459858400052,5.48820193199328,1.807901898946617,Iris-virginica
+87,5.612700001537479,4.399999154289645,1.460818447780191,0.3947953834540051,Iris-setosa
+88,6.330569692357039,2.488833783992875,5.00248111087867,1.8955608191145867,Iris-virginica
+89,6.015942667996015,2.7000119638151094,5.09901775549266,1.6192099414893952,Iris-versicolor
+90,5.34585333733264,3.859059040857339,1.671200686204366,0.3895363471481277,Iris-setosa
+91,6.489534443647153,3.0016059474335823,5.484481218849776,1.7834739283373988,Iris-virginica
+92,5.591696275767389,4.222963831638656,1.392090858021346,0.2,Iris-setosa
+93,6.638878870503265,3.3350291199044237,5.596293213221264,2.5,Iris-virginica
+94,4.598269852485285,3.6899082060699078,1.0000006192365556,0.2,Iris-setosa
+95,5.656294967301815,4.39999928939732,1.4917236417619102,0.3926473277873133,Iris-setosa
+96,5.007153250885496,3.5624815471245856,1.3765846742229142,0.2,Iris-setosa
+97,5.498222228170554,2.4094757419531487,3.7915032252050693,1.10700346567875,Iris-versicolor
+98,5.6731690529092536,4.4,1.4844429331035853,0.5088503589393354,Iris-setosa
+99,4.589299143459953,3.160807025196288,1.4091379422600196,0.2,Iris-setosa
+100,6.325800285543426,2.515316795511089,5.004323855589241,1.879471611340776,Iris-virginica
+101,5.6384125346985465,2.7069935474176017,4.192813752035634,1.30472929421604,Iris-versicolor
+102,5.748421445768643,4.3999990688587465,1.4997189125178554,0.38928092163068817,Iris-setosa
+103,5.97643478427038,2.703166552117857,5.062830634800694,1.5815754067721426,Iris-versicolor
+104,5.543727207726597,4.223347692341845,1.40070530650713,0.2,Iris-setosa
+105,6.723399492561605,2.994620599365773,4.997127836655408,1.700635926464156,Iris-versicolor
+106,6.6407330714757125,3.299077594154598,5.685834023280576,2.25799945942806,Iris-virginica
+107,4.577528663945421,3.6809713530373522,1.0,0.2,Iris-setosa
+108,5.2217603750487624,3.54491259907313,1.5127262902434893,0.2,Iris-setosa
+109,6.791081419217811,3.2203237986786157,5.792951562548335,2.309362021763239,Iris-virginica
+110,6.363473919157623,2.8230860880622473,4.225364789583443,1.2670859274035957,Iris-versicolor
+111,5.790538444752047,2.815312893132194,5.101528384615246,2.400792283616533,Iris-virginica
+112,6.278625700186077,2.494167488151964,4.9004327000312164,1.5142052386361053,Iris-versicolor
+113,6.008504450094771,3.4425096975468814,4.516043264452446,1.6308212257671546,Iris-versicolor
+114,5.524616022434722,2.4166468643049193,4.084502340541058,0.9035402768760211,Iris-versicolor
+115,5.503916956337391,2.384534597816047,3.720107124300613,0.928836525435179,Iris-versicolor
+116,7.7,2.722111311294379,6.7,2.0215873627663754,Iris-virginica
+117,6.09490057469967,2.5874323072933327,5.633796573566205,1.3927601503750657,Iris-virginica
+118,5.12028752635833,3.8417200146089745,1.9029530375689485,0.4961637740841504,Iris-setosa
+119,4.9127378735138665,3.1274682376538916,1.4029459250452214,0.2,Iris-setosa

iris/tab_ddpm/1/15/test.csv

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

iris/tab_ddpm/1/15/train.csv

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

iris/tab_ddpm/1/15/val.csv

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

iris/tab_ddpm/1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.8995368135125785,3.013362551494007,1.3862930304485102,0.2,Iris-setosa
+1,5.436092284693928,2.9996855927632704,4.459134026838637,1.512373221668145,Iris-versicolor
+2,6.814318922494127,3.0053603067185435,5.505992249531693,2.116308266001613,Iris-virginica
+3,6.418124702235446,3.2133081283699174,4.450063037559382,1.49045105648737,Iris-versicolor
+4,7.7,2.7206378461029286,6.7,1.9782193562026666,Iris-virginica
+5,6.292251766009548,2.7782708161368332,5.099926486285082,1.4955855707004069,Iris-virginica
+6,6.666428163629448,3.111011546152027,4.415722455338654,1.402642368822379,Iris-versicolor
+7,4.810315864224538,3.3782334763634223,1.5699312591911205,0.2,Iris-setosa
+8,5.01998315272461,3.5152197086960353,1.326925424409521,0.3278586094281447,Iris-setosa
+9,5.2308537442411405,3.5473445640198302,1.491326854285092,0.2,Iris-setosa
+10,4.986708574310373,2.438828116509541,3.0734433527215312,0.9667123230363239,Iris-versicolor
+11,6.303098409036879,2.6756058332808252,4.902967100205173,1.7837125865057222,Iris-virginica
+12,5.981390653911237,2.2000003154693477,4.974089057372666,1.4935984935292141,Iris-virginica
+13,5.430617036635524,2.9958858949526666,4.455468331258586,1.493391114880036,Iris-versicolor
+14,4.915644955912384,2.396975922595877,3.282804206171833,0.9432039713884031,Iris-versicolor
+15,5.085900663703911,3.368224430807037,1.4082536075982939,0.2,Iris-setosa
+16,5.559382633399915,2.993188788055972,4.093062014295346,1.286784408252122,Iris-versicolor
+17,6.627294058475422,3.283506937864977,5.677060750844251,2.499999261848253,Iris-virginica
+18,5.577885123864828,2.6880655110041687,4.240959206572964,1.2996555235584366,Iris-versicolor
+19,4.4,3.176823613949826,1.2997156166143746,0.2,Iris-setosa
+20,5.501573462690691,2.3980428086219465,3.389380500091529,1.0680019616065177,Iris-versicolor
+21,4.920553139074666,2.4102382944526397,3.503799406242166,0.9500348679679965,Iris-versicolor
+22,5.1537396967202485,3.807868859041912,1.675133161197201,0.4484038632603122,Iris-setosa
+23,6.308171633009757,2.548198750062237,5.037471489771637,1.8867995916332791,Iris-virginica
+24,5.341178541237398,3.8115641269742566,1.4891809852310847,0.2,Iris-setosa
+25,5.848110679307859,2.9923919460808426,4.1499871939764,1.4828882560820043,Iris-versicolor
+26,4.4,3.208745101556245,1.2891799231262282,0.2,Iris-setosa
+27,6.64579218391216,3.030428309561134,4.368753428223142,1.3963827051190563,Iris-versicolor
+28,5.760471351934442,4.3999992046130805,1.4868704170062108,0.3664632946914129,Iris-setosa
+29,5.874059403654553,2.972038329984877,5.107218568191942,1.8134320290507127,Iris-virginica
+30,5.811525690107816,2.7078982636737092,5.097285750313444,1.9077765483003568,Iris-virginica
+31,5.081590355487278,3.802998675577282,1.612759970034726,0.2,Iris-setosa
+32,4.4,2.9170087566572014,1.3902310963214248,0.2,Iris-setosa
+33,6.634802786433379,3.3020172514402604,5.682429898752726,2.5,Iris-virginica
+34,6.410500717815893,2.995383236495723,5.497853738201084,1.7846614050686411,Iris-virginica
+35,5.468447143999944,2.603569381780692,4.36028431725756,1.206088553276469,Iris-versicolor
+36,7.7,2.7301523936613528,6.7,1.954384005551039,Iris-virginica
+37,4.583162194600915,3.6407498415220028,1.0000003664164485,0.2,Iris-setosa
+38,4.807120885602689,3.1283454866974605,1.483141063015105,0.10000010176824145,Iris-setosa
+39,5.123492972436968,2.4751789831654474,3.633209972875978,1.1945148802811565,Iris-versicolor
+40,5.094561308347886,2.478210796923775,3.1932885529477595,1.0733735198289414,Iris-versicolor
+41,5.8941652348922045,2.982804913828149,4.187052974593102,1.495874759165084,Iris-versicolor
+42,6.742523429806404,3.313653712640771,5.6082311062101295,2.5,Iris-virginica
+43,5.813646515395829,2.7780723356751436,5.128275238832067,2.344485735720079,Iris-virginica
+44,7.7,2.698611769982808,6.7,2.0483221263951856,Iris-virginica
+45,5.962447309777617,3.3855008953567918,4.577943322644412,1.6602209192156205,Iris-versicolor
+46,7.7,2.778113962889103,6.7,1.9580400889700806,Iris-virginica
+47,5.09742901736922,3.769234989597778,1.6945019141074698,0.3938826147705445,Iris-setosa
+48,5.497245916024756,2.397613659992713,3.925599576864256,1.049930720356849,Iris-versicolor
+49,5.183543883483873,3.72560537229359,1.659707147181944,0.4306704012368473,Iris-setosa
+50,6.2780425893878204,2.8820038581748766,5.588384494719242,1.7905517171822682,Iris-virginica
+51,5.989856354262609,2.200000333673338,4.996326260647425,1.479988068833062,Iris-virginica
+52,4.806044061181849,3.3931106757694076,1.5847246066236547,0.2,Iris-setosa
+53,5.781799549833655,2.6197729165107893,5.053443824371911,1.9327896280437484,Iris-virginica
+54,4.996746184692962,3.612769485726599,1.4016613985325457,0.2,Iris-setosa
+55,6.7207086992809835,2.992410066487461,5.014587200020152,1.7167514705011515,Iris-versicolor
+56,5.16565861454323,3.4432120932433965,1.4749074438778667,0.2,Iris-setosa
+57,5.966989364795702,3.4423758832654276,4.544794100329949,1.5914626707576547,Iris-versicolor
+58,6.000008587223393,2.2,5.001270095097607,1.4919784402265972,Iris-virginica
+59,5.86042242667366,2.98086439550336,5.098445374985547,1.8041047039487534,Iris-virginica
+60,6.707826008510632,3.280372190346841,5.7582346843682455,2.5,Iris-virginica
+61,5.459989111271294,2.4058950558177847,3.68000272129144,0.9891487633725202,Iris-versicolor
+62,7.7,2.7728827136150653,6.699998725038923,1.9894756140870866,Iris-virginica
+63,5.755108923207271,2.6189826434903547,5.067702600583819,1.9191134778241778,Iris-virginica
+64,6.371604420488399,2.6631283352868707,5.254867044269508,1.9063088299465245,Iris-virginica
+65,4.585513181217921,3.599331873443005,1.0000004620692475,0.2,Iris-setosa
+66,5.000859068352857,3.5995892815593904,1.401201803370984,0.2,Iris-setosa
+67,6.271531546094253,3.2494830436876536,4.50841502565065,1.4982498944885974,Iris-versicolor
+68,6.324409380407146,2.6916767119274896,4.831979270938607,1.7716955166381343,Iris-virginica
+69,6.660167712934739,3.311215202810764,5.719676280497556,2.4999993498825566,Iris-virginica
+70,5.060636608456099,3.40112529238394,1.4985755181676894,0.2,Iris-setosa
+71,6.207267531198262,3.4317237150883613,5.67628574905971,2.4041623693988874,Iris-virginica
+72,5.091997452970075,3.792851724389644,1.6204765078417551,0.2,Iris-setosa
+73,5.478526307404351,2.401521092034062,3.5822342256815833,1.0961634553983841,Iris-versicolor
+74,5.485041474574851,2.3982666357414484,3.8038680120069888,1.0546241093150361,Iris-versicolor
+75,5.16766992866402,3.509232998776755,1.5258461084489143,0.2,Iris-setosa
+76,5.897591232514205,2.8107103753839118,5.139103125165479,2.401038564170931,Iris-virginica
+77,5.601231292627117,4.160653453033983,1.4013302862883386,0.2,Iris-setosa
+78,7.7,2.790691444339587,6.7,1.9868404476016128,Iris-virginica
+79,5.78626119041212,2.6865525035117614,5.074551573078647,1.8742011589441032,Iris-virginica
+80,4.887294271662667,2.4021244353182993,3.174758921585397,0.9832927648587733,Iris-versicolor
+81,6.619686791127899,3.094568680515514,4.413092966680438,1.4242341908797875,Iris-versicolor
+82,7.7,2.79326022236444,6.699998965459965,1.999835699776969,Iris-virginica
+83,5.03474601470962,3.3414119970015475,1.4053782382849915,0.2,Iris-setosa
+84,5.7119031654454995,4.4,1.4769310567176803,0.535500297173279,Iris-setosa
+85,6.019572157935545,2.97929330553214,4.518673729575358,1.3715039315198407,Iris-versicolor
+86,5.092952390936241,3.80565291378629,1.600266877368418,0.2,Iris-setosa
+87,5.412933909016521,3.9054331966358586,1.668725226746573,0.3875733567344184,Iris-setosa
+88,5.886394170128593,2.996531719697357,5.116419431047848,1.8155252485341933,Iris-virginica
+89,4.621240945686919,3.584439093811276,1.0000005010476014,0.2,Iris-setosa
+90,6.424005458792256,3.199044617568946,4.46974269753387,1.4757990860267118,Iris-versicolor
+91,4.579404873510945,3.2010283714185452,1.383594639560488,0.2,Iris-setosa
+92,5.600807679858316,4.4,1.490771425159855,0.3756493189063036,Iris-setosa
+93,5.563859011845519,2.993003575449603,4.1487444390987855,1.2970885883369991,Iris-versicolor
+94,6.940149500900967,3.185983744700635,5.736730417386634,2.3012123086781164,Iris-virginica
+95,5.972148985605055,3.447628142408313,4.558446273433677,1.6492004847275479,Iris-versicolor
+96,6.332470479492091,2.8849666013452837,5.578124515337838,1.800856593390487,Iris-virginica
+97,5.613104045932156,2.7123277663782037,4.1950532827653415,1.3107442351023433,Iris-versicolor
+98,5.022458296855818,3.297370622358609,1.4017772086961098,0.2,Iris-setosa
+99,5.0656163293558265,3.3879784461755897,1.4568474979810182,0.2,Iris-setosa
+100,5.797396904097864,2.6651531849881804,5.086193562143913,1.90715651316423,Iris-virginica
+101,5.102821844493959,3.392235295503373,1.4815427395485925,0.2,Iris-setosa
+102,4.916583731239732,3.0706683172529425,1.3885498742695581,0.2,Iris-setosa
+103,5.358181402161208,3.4067672586250715,1.6849189062742318,0.2,Iris-setosa
+104,5.397876109481791,3.4854762470628495,1.6057003028648331,0.2,Iris-setosa
+105,6.691437482470152,3.0046488632620934,4.970560982194366,1.6877925771214368,Iris-versicolor
+106,5.510994479960399,2.6367360365013024,4.3721077672416495,1.172563000008642,Iris-versicolor
+107,5.6207504015515966,2.999152452053847,4.434290568209768,1.478012905004077,Iris-versicolor
+108,6.598878894146197,2.9975026086753593,4.37156764947969,1.390076763446108,Iris-versicolor
+109,4.400000538863809,3.1750174521295316,1.3129308743176356,0.2,Iris-setosa
+110,6.286751813507162,2.8718174076177503,5.594421102037056,1.8127520083004525,Iris-virginica
+111,5.334321856509431,2.9637518736400956,4.428936070947627,1.4840244771586482,Iris-versicolor
+112,5.773525871779715,2.690644724234529,5.0981513408506185,1.8998602959546487,Iris-virginica
+113,7.69999888245236,2.8035368017595603,6.7,2.01257280994056,Iris-virginica
+114,4.7803681033893035,3.397681460437795,1.6088461266987597,0.2,Iris-setosa
+115,5.3363613394721305,3.8460117482990297,1.6861063409290564,0.4073731093984641,Iris-setosa
+116,4.795089683968664,3.407196049180342,1.6119480499620344,0.2,Iris-setosa
+117,6.948084125102256,3.1906072332180178,5.742615452160941,2.2825491825532023,Iris-virginica
+118,5.281365773074433,2.9556964569964066,4.338633913063494,1.4838068116485512,Iris-versicolor
+119,6.464143343271156,3.1916816396625616,4.48084411671809,1.4923703384148124,Iris-versicolor

iris/tab_ddpm/1/16/test.csv

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

iris/tab_ddpm/1/16/train.csv

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

iris/tab_ddpm/1/16/val.csv

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

iris/tab_ddpm/1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.078658797040978,2.496591170241883,3.230088364289219,1.1074810199937537,Iris-versicolor
+1,6.35127766705806,3.1960311198601006,4.554000441002215,1.4886117442674507,Iris-versicolor
+2,5.394059604012646,3.8998567908613455,1.6842721360327781,0.3881284953369865,Iris-setosa
+3,5.257304457843611,3.5683452402214457,1.4958399499963526,0.2,Iris-setosa
+4,6.425543981925254,3.0871003520862383,5.510535731802995,1.817985485243297,Iris-virginica
+5,4.590133750835964,3.6014874207810097,1.000000795779963,0.2,Iris-setosa
+6,5.156130945778543,2.49031347713434,3.1775553262750362,1.0657986444858176,Iris-versicolor
+7,6.286900448598689,2.77759314794798,5.408198710531191,1.8824410141694194,Iris-virginica
+8,5.094905756644719,3.7694151110592005,1.671859904476914,0.4068153373611667,Iris-setosa
+9,7.7,2.759897637529124,6.7,1.9734991215370017,Iris-virginica
+10,6.103563671421279,2.5955709024590696,5.58347254697045,1.4044830033846583,Iris-virginica
+11,6.2980266757742145,2.8772115594996843,5.621178577649234,1.8077493878173114,Iris-virginica
+12,6.388345225267841,3.213373115067595,4.528353470249945,1.4893872295861086,Iris-versicolor
+13,6.425858609119065,3.0717766298725517,5.4837000368895445,1.7749232379759596,Iris-virginica
+14,6.47320053455147,3.015898660538987,5.495831193609129,1.8023255355125263,Iris-virginica
+15,5.001425432214369,3.3670796417498856,1.425386840251885,0.2,Iris-setosa
+16,6.2847209094845145,2.6642270207109426,4.92630464026864,1.8163673233226385,Iris-virginica
+17,5.747309089172143,2.785044912611176,5.098059835140993,2.411319137440106,Iris-virginica
+18,5.6670682723429655,4.4,1.4952695614425855,0.491612716617121,Iris-setosa
+19,5.228724733264364,2.7300821774879824,4.026904848141547,1.412454830113616,Iris-versicolor
+20,6.011753035216024,3.001269250695968,4.772323825588494,1.8019361350652023,Iris-virginica
+21,6.70262147111771,3.312945850621814,5.703619841728733,2.5,Iris-virginica
+22,5.096932088592686,3.758373500236404,1.6245251207077016,0.45379920574218974,Iris-setosa
+23,4.5838270493672555,3.6560602398985806,1.000000409704126,0.2,Iris-setosa
+24,5.64894280927675,4.399998838971543,1.4871267432876372,0.4132672583208185,Iris-setosa
+25,5.792060861228563,2.8134214024197814,5.115686168119615,2.3859307569990746,Iris-virginica
+26,5.607127573515173,4.399999098040664,1.494842646122639,0.49568844104458165,Iris-setosa
+27,5.299676078367904,3.6247554845608754,1.515931589767192,0.2,Iris-setosa
+28,5.973671882879687,3.4166516139052727,4.45556653163034,1.5511309375701712,Iris-versicolor
+29,6.409997879392892,2.8620517795008205,4.330641326938336,1.3057289846888855,Iris-versicolor
+30,5.413554416414765,3.9275466761818687,1.6945604405428822,0.3902236881604718,Iris-setosa
+31,5.851007289529725,3.2040657209351258,4.832694108257216,1.7990834578432184,Iris-versicolor
+32,5.2522898847034805,3.5599655269327424,1.5092401949168446,0.2,Iris-setosa
+33,5.896885002792307,2.9987042174467335,4.207617181534789,1.5012764462104338,Iris-versicolor
+34,5.016306674117613,3.595543725453231,1.4047294261888092,0.2,Iris-setosa
+35,5.447620432872105,2.9940388904871265,4.516620162332546,1.4973597244071475,Iris-versicolor
+36,5.563803217851589,4.23444091756551,1.3609440057414472,0.2,Iris-setosa
+37,6.694022496942849,3.1147668276898948,4.366107237014857,1.4076571505171491,Iris-versicolor
+38,5.690783156629575,4.39999892882406,1.4661487606171903,0.36240119943147403,Iris-setosa
+39,5.927598873474735,2.992435004769693,4.6168981344807705,1.4694948541490525,Iris-versicolor
+40,7.7,2.7702770132437275,6.7,1.998986762610374,Iris-virginica
+41,5.110690159682072,3.3056744460836383,1.7626196503610663,0.37444167413991664,Iris-setosa
+42,7.7,2.7490584911490723,6.7,2.04254207584665,Iris-virginica
+43,5.274452452431159,3.730152578264245,1.4965165384499501,0.2,Iris-setosa
+44,5.648642896293341,4.4,1.480583775752842,0.5143546684597606,Iris-setosa
+45,7.7,2.7581197479718256,6.7,1.9679444531839934,Iris-virginica
+46,4.941056941764794,3.562485436365778,1.5471153915180826,0.2,Iris-setosa
+47,5.167109037817318,3.556838220720496,1.5125584711013091,0.2,Iris-setosa
+48,5.25113447134043,3.6479652001196143,1.5103987950650013,0.2,Iris-setosa
+49,5.666118247580604,4.4,1.488745680579019,0.43439409969708653,Iris-setosa
+50,6.402898701578379,3.1869736048014143,4.451573524908128,1.494614774097882,Iris-versicolor
+51,5.958745910653638,2.2,4.988167481449379,1.5000327287468107,Iris-virginica
+52,4.944965834530814,2.426561742016158,3.2259478604132994,1.0499195650624897,Iris-versicolor
+53,5.5262317869421524,2.4017619639014063,3.420853756642516,0.8118661806505518,Iris-versicolor
+54,5.669956871625308,4.4,1.5045668018306744,0.39678978642243,Iris-setosa
+55,5.782255225071708,2.9832871341489566,4.272622881726217,1.4660962344257285,Iris-versicolor
+56,5.021541710793737,3.592326346610891,1.396362970406288,0.2,Iris-setosa
+57,4.59908176249812,3.595378021905024,1.0000004293756677,0.2,Iris-setosa
+58,5.4456742124456055,2.9820470280473375,4.439600570425136,1.4646905244100952,Iris-versicolor
+59,5.113556369576925,3.327277665557019,1.6792782676182019,0.4971475841878714,Iris-setosa
+60,6.440206664431625,3.205133389410801,4.4818391459255835,1.5117600852550424,Iris-versicolor
+61,6.391670700709309,2.888679997898626,4.26065731973824,1.2940838235825824,Iris-versicolor
+62,4.5849631878573724,3.6869567324203127,1.0,0.2,Iris-setosa
+63,6.542486154651856,2.9850811881171553,4.412099725076789,1.3937460160225037,Iris-versicolor
+64,5.091901736756469,3.323150087705589,1.6982479200651022,0.6489474545291802,Iris-setosa
+65,5.392812121440376,3.4102369301134603,1.6685344499167214,0.2,Iris-setosa
+66,6.242710665809308,2.3018654184339082,4.300745264443832,1.2963500465003175,Iris-versicolor
+67,4.6046340990379155,3.666646184248697,1.0000005148421844,0.2,Iris-setosa
+68,6.801383808901757,3.2431956257594012,5.624904198148477,2.271838839051423,Iris-virginica
+69,5.002379642038505,3.525658523343075,1.3189393710728048,0.32629813992484213,Iris-setosa
+70,6.278886065574831,2.7218467923718173,4.913693982670829,1.7940271713983797,Iris-virginica
+71,5.585113501313378,4.2313864125724105,1.3756831357519523,0.2,Iris-setosa
+72,6.65349698268284,3.2719348039781386,5.773931194646006,2.1160135507754094,Iris-virginica
+73,5.8263554311117325,3.1682649142294053,4.726338942663599,1.7172023198591444,Iris-versicolor
+74,6.313599323725543,2.2934701593071516,4.406821504065823,1.2935801455161118,Iris-versicolor
+75,5.50977768727724,2.4099706096402773,3.7496387709850367,0.8733172949594861,Iris-versicolor
+76,5.100470793280602,3.3307268870295594,1.405538538248878,0.2,Iris-setosa
+77,5.016350461616274,3.1864261504760094,1.2157361993392628,0.2,Iris-setosa
+78,6.0829126819991295,2.593774676445768,5.575118846735019,1.375228444786123,Iris-virginica
+79,5.4735695644984474,2.974590772516872,4.394797337394642,1.486198558054448,Iris-versicolor
+80,7.7,2.783957783169609,6.699998663409783,1.9777655213927416,Iris-virginica
+81,5.365130492820212,2.986035134633309,4.467459763691181,1.4981370868108665,Iris-versicolor
+82,5.711369215448325,2.4814258918703187,4.983655722654148,1.9916068363443762,Iris-virginica
+83,5.404182905717729,3.931186206294825,1.315576654932559,0.3798977005138782,Iris-setosa
+84,5.100103282516396,3.3948537560113627,1.49100003716799,0.2,Iris-setosa
+85,6.053360897349856,2.576523314486242,5.600027659125319,1.4268985544322816,Iris-virginica
+86,5.371397016847974,2.968120563485458,4.4152139499048175,1.499882204389184,Iris-versicolor
+87,5.988922972589695,2.717173035038779,5.092163645795098,1.6194661917610278,Iris-versicolor
+88,6.691557097095052,3.2690318763431874,5.793451198895813,2.499999503903833,Iris-virginica
+89,7.7,2.763002265047055,6.7,2.0084053097387886,Iris-virginica
+90,4.597141087202202,3.211630640099078,1.4073362345011955,0.2,Iris-setosa
+91,5.645614348644076,4.3999992317998,1.4893397111041815,0.3969970419161436,Iris-setosa
+92,5.5783777114430775,2.9878371486165456,4.111616391116242,1.2999895240705985,Iris-versicolor
+93,7.699999096827816,2.7448981191143855,6.699998545667902,1.985689874998624,Iris-virginica
+94,5.36303299405069,3.4259773442271975,1.6690863818527097,0.2,Iris-setosa
+95,5.102119397747239,3.836070355684836,1.5754305817658247,0.2,Iris-setosa
+96,6.35565416010295,2.759261952975207,5.07636527876154,1.5141259814718853,Iris-virginica
+97,6.352566784305965,2.8473636618185307,4.281053585234092,1.2742184839628024,Iris-versicolor
+98,4.4,2.851110802263351,1.4076196183354828,0.2,Iris-setosa
+99,5.7419665265723445,2.498837804357948,5.013683003640802,2.0056745728563317,Iris-virginica
+100,6.63872913610244,3.3542646592081473,5.803635863484787,2.5,Iris-virginica
+101,7.7,2.764045563716258,6.7,1.9756243429489677,Iris-virginica
+102,5.681549720710948,4.399998321894199,1.4756711931823132,0.46502357199369954,Iris-setosa
+103,7.354798518886594,2.8905515200314373,6.331689497556982,1.8093507000802886,Iris-virginica
+104,6.871865343023661,3.0553920959537844,5.582697311707061,2.182354459850597,Iris-virginica
+105,6.634783528970177,3.3025878741612438,5.570603054217196,2.499999378190983,Iris-virginica
+106,5.414018786451859,2.980983915757063,4.504281749395295,1.5133057220280501,Iris-versicolor
+107,7.7,2.7891308438501468,6.6999985474977235,2.0249924142700957,Iris-virginica
+108,5.440376238363915,2.989275667360759,4.514623971791648,1.4933232395664835,Iris-versicolor
+109,4.910814442088828,2.382239595726969,3.36644566262422,1.076931095782602,Iris-versicolor
+110,5.683558452748773,2.476197088604761,5.003539767794012,2.007608862945408,Iris-virginica
+111,4.587257624460887,3.406457409795933,1.4006946092093224,0.277256076016826,Iris-setosa
+112,6.678949903179888,3.3047838777028344,5.7296710328415665,2.138826059858734,Iris-virginica
+113,5.383982575789427,2.9936208736452583,4.465856876224268,1.5036234578101213,Iris-versicolor
+114,5.659996889069577,4.4,1.4974688163903935,0.4567102903751424,Iris-setosa
+115,5.1377348194503,3.693877392447063,1.516637792173552,0.39036082612952805,Iris-setosa
+116,5.787448818292008,2.69827715365368,5.089040115006896,1.8881818514017272,Iris-virginica
+117,5.043542547450349,3.661133645658746,1.423062319526352,0.2,Iris-setosa
+118,7.7,2.760670344952916,6.7,2.0220704411873203,Iris-virginica
+119,5.988613420414746,3.3507294468825735,4.55631680425843,1.6067107116332773,Iris-versicolor

iris/tab_ddpm/1/17/test.csv

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

iris/tab_ddpm/1/17/train.csv

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

iris/tab_ddpm/1/17/val.csv

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

iris/tab_ddpm/1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7374429679414467,6.699998819288085,1.9969486675445765,Iris-virginica
+1,4.836239056323684,3.3981128349399614,1.5922195027154578,0.2,Iris-setosa
+2,5.2104487687688765,2.7169610968232,4.05127770651386,1.4001295844201256,Iris-versicolor
+3,6.770323075163881,3.0981825088958135,4.382203611085431,1.3752082298959827,Iris-versicolor
+4,4.5937646934531875,3.2114586409521935,1.3949599865241344,0.2,Iris-setosa
+5,5.184110508422302,3.3792287306647184,1.3729849999456372,0.2,Iris-setosa
+6,5.563177772510431,4.254745756809715,1.3749468306263724,0.2,Iris-setosa
+7,5.5395268698266875,4.1950897949069725,1.4068004300225647,0.2,Iris-setosa
+8,5.00892729226427,3.597454380289605,1.4020858321390712,0.2,Iris-setosa
+9,7.7,2.7712270232953173,6.7,1.990905792934965,Iris-virginica
+10,7.00128582103909,3.2152204786049197,5.702104223707624,2.3172786601270876,Iris-virginica
+11,5.548081668411573,4.19889367768347,1.4000831697501963,0.2,Iris-setosa
+12,7.699998543281817,2.7618199800562593,6.699998110114992,1.9895641726201814,Iris-virginica
+13,5.528670443952966,2.9992583257397114,4.116415044453627,1.30311235678624,Iris-versicolor
+14,5.49439853554529,2.3848576418937593,3.5832727960957076,1.0601109621269187,Iris-versicolor
+15,6.309579191183254,2.9001591255555903,5.587951772868784,1.8224211490052633,Iris-virginica
+16,7.308561700655528,2.9119460138233793,6.312809339702021,1.7884626215662913,Iris-virginica
+17,6.368449227249051,2.8851681262407363,4.224370068127851,1.3045787674602596,Iris-versicolor
+18,6.687377622662074,3.318729967908872,5.66598679486183,2.5,Iris-virginica
+19,6.9095406254997975,2.993043517414024,5.499180919575312,2.1491627333608254,Iris-virginica
+20,5.725822600652773,2.4840727547769625,4.993886358381434,1.9933231001002538,Iris-virginica
+21,6.358008324581629,3.406416820443129,5.6358420054764435,2.3766659883809584,Iris-virginica
+22,6.6749433333441806,3.286107804213954,5.651828960126913,2.4999993235009415,Iris-virginica
+23,5.457615046311146,3.960240186728312,1.2911638094918036,0.3872786374602275,Iris-setosa
+24,4.994439535936191,3.229346342248396,1.2263675718292655,0.2,Iris-setosa
+25,6.437304775772914,2.90208140081303,4.254886327001535,1.3093724680321548,Iris-versicolor
+26,5.635299195209193,4.399999015309378,1.471562936021992,0.3960151179731002,Iris-setosa
+27,5.162931160261052,3.788340985292405,1.5708831279655144,0.2,Iris-setosa
+28,6.765103107184191,3.1616487391823567,5.634556331844484,2.243377404421684,Iris-virginica
+29,6.014410353276662,2.200000506012039,5.0329900938753855,1.5114103772318868,Iris-virginica
+30,6.027131061790248,2.20000035707269,4.981427138010931,1.4910362555536332,Iris-virginica
+31,7.7,2.794285935976548,6.7,2.0220936201801316,Iris-virginica
+32,5.116712398256594,3.8001269191228304,1.869657073693156,0.39840135070124205,Iris-setosa
+33,6.3242611740258186,2.505198064945787,4.910848752376132,1.5083790648592668,Iris-versicolor
+34,5.8171869780135745,3.001960572235744,4.212372112599474,1.4658810826682847,Iris-versicolor
+35,5.14980145690993,2.5158919924172505,3.944372215263299,1.0937356888175742,Iris-versicolor
+36,6.697211828444279,3.3144467076931465,5.600077312148939,2.5,Iris-virginica
+37,6.609065404407481,3.1462676123358335,4.471468751029704,1.4417900735790017,Iris-versicolor
+38,4.777564199590374,3.4041808647015257,1.6058272527595747,0.2,Iris-setosa
+39,5.355804003489332,2.9786259863127063,4.434379390896592,1.490594149028534,Iris-versicolor
+40,4.806917827863997,3.398150312182894,1.6227449934557265,0.2,Iris-setosa
+41,7.7,2.763925970117299,6.7,2.0052927824418756,Iris-virginica
+42,7.7,2.750425117343524,6.7,1.9774556558256966,Iris-virginica
+43,5.090295628527212,3.3867622177841175,1.410233541386403,0.2,Iris-setosa
+44,6.472068819617181,3.0266820607234575,5.487472401324876,1.8008107644742972,Iris-virginica
+45,5.104101172623125,3.7902984885654174,1.8368078907240448,0.3899605482629993,Iris-setosa
+46,5.569898161485098,2.9734725336911065,4.111669317570419,1.2791110024394174,Iris-versicolor
+47,4.985859436155608,3.1876494510373523,1.2055168080985847,0.2,Iris-setosa
+48,4.900643548757416,3.2801867882362625,1.4169121774163018,0.2,Iris-setosa
+49,6.618676966837077,3.036051477484015,4.390235863815186,1.4072857497883908,Iris-versicolor
+50,5.533693357486253,2.4049404669606362,3.8638043115865486,0.964259536588307,Iris-versicolor
+51,5.043861880403252,3.3644161615888457,1.4980888455199262,0.2,Iris-setosa
+52,5.121156143676074,3.8163488351541615,2.2882401334520712,0.41630835429412444,Iris-setosa
+53,4.603660347847365,3.602058881436585,1.0,0.2,Iris-setosa
+54,5.473016462789624,2.4099707893804854,3.755983301614827,1.0727710899832898,Iris-versicolor
+55,5.1807318874048445,2.7183911397068856,3.9356331278796386,1.4134154218978767,Iris-versicolor
+56,6.524360946813079,2.9442801869618513,4.343378433231314,1.3586645293915074,Iris-versicolor
+57,6.376662157178138,2.854573683798291,4.253794269790106,1.291650747188139,Iris-versicolor
+58,4.598546640551672,3.6601930673105127,1.0,0.2,Iris-setosa
+59,5.087913472353584,3.8638660410174186,1.6151284615040429,0.2,Iris-setosa
+60,6.703557487106604,3.1025128236575794,4.410023105895763,1.3982947396166154,Iris-versicolor
+61,5.962828677478975,2.9866958449123575,4.420952376090938,1.388865214694168,Iris-versicolor
+62,5.779460993936427,4.4,1.4939022635068087,0.38713748485135,Iris-setosa
+63,7.699908534877013,2.7838817719786855,6.699860155370327,1.948097002806793,Iris-virginica
+64,5.108028383928455,3.4002601910774954,1.5021478455253463,0.2,Iris-setosa
+65,4.497345870571201,2.291854285794334,1.325685362217616,0.30872182878025267,Iris-setosa
+66,4.4,2.8957857077391305,1.3921661147706414,0.2,Iris-setosa
+67,6.507465110168109,2.9319056755889017,4.3676888575702115,1.3710873499303986,Iris-versicolor
+68,6.694323437653339,3.2677983490825326,5.711244107868094,2.5,Iris-virginica
+69,5.416953085918285,3.943646566457804,1.2992046873445746,0.4041357114855573,Iris-setosa
+70,6.42944771390582,2.72544137641257,5.346512659851613,1.8955345096265876,Iris-virginica
+71,6.688385880911376,2.9883129907756794,4.996661683187986,1.7030994797774812,Iris-versicolor
+72,6.072551009543684,2.5898781337439543,5.603946047495165,1.3714958517713405,Iris-virginica
+73,6.439082039148044,2.902294561403427,4.307195791637573,1.3173797064139432,Iris-versicolor
+74,6.660492330941895,3.3435829473476755,5.665267216109859,2.5,Iris-virginica
+75,7.7,2.7918078592095257,6.7,1.9767485011387993,Iris-virginica
+76,7.7,2.7717858001157487,6.699998974318986,1.9906503599084273,Iris-virginica
+77,7.311816594743642,2.9001988221586927,6.286819907601719,1.810532840141434,Iris-virginica
+78,5.018361424634011,3.479216991402831,1.309211809825856,0.2902095112404009,Iris-setosa
+79,7.699998449828131,2.746250932531634,6.699997859298239,1.9638606827027327,Iris-virginica
+80,6.290995800380618,2.2942279628678888,4.413764328401802,1.2754667870732683,Iris-versicolor
+81,4.609006876751691,3.6023475435733556,1.0,0.2,Iris-setosa
+82,5.97726387105028,3.0003593815829084,4.830573911456913,1.8038519299503457,Iris-virginica
+83,5.714971270130584,2.55856666219183,5.085039816838121,1.9833236344739034,Iris-virginica
+84,4.915751910334296,2.4075087639177415,3.385068276084103,1.0172218633485983,Iris-versicolor
+85,4.717522469930951,3.3968994681356928,1.5961510389328792,0.2,Iris-setosa
+86,4.619682382341182,3.7027062157312525,1.0,0.2,Iris-setosa
+87,5.870904519580432,2.9931051765055816,5.086002734501292,1.8201722188559633,Iris-virginica
+88,6.482220334442653,3.0342127721739027,5.528288899440267,1.8032213193651827,Iris-virginica
+89,4.838319254726359,3.0916914588510047,1.507222535571669,0.10000009219897872,Iris-setosa
+90,5.49096942072611,2.6044768328771424,4.351409139175434,1.2608622795328852,Iris-versicolor
+91,5.1888255169716055,3.4024659513696136,1.402857036988789,0.2,Iris-setosa
+92,5.314582976120335,3.651595558518527,1.497503206013722,0.2,Iris-setosa
+93,4.795320052800397,3.402830232879749,1.5916447848698299,0.2,Iris-setosa
+94,5.649762540156273,4.3999992094892395,1.4864402692866783,0.4365381682743378,Iris-setosa
+95,4.997505954524892,2.4395553974993875,3.30945162445728,1.0017780158757035,Iris-versicolor
+96,6.344260961039256,2.846421438456927,4.2460688433136795,1.2693886589287933,Iris-versicolor
+97,4.5054645336805255,2.3024801295643242,1.3084788904122218,0.28035233599789405,Iris-setosa
+98,5.336856857300428,2.7964005825677334,4.089218594906722,1.3448916848077033,Iris-versicolor
+99,4.477984791527318,2.288285846930635,1.2976335435073063,0.26276001532942284,Iris-setosa
+100,4.801851882022863,3.4154915587065373,1.582879575014,0.2,Iris-setosa
+101,4.99190014068547,2.453944222439479,3.048442856022344,1.0476708346061732,Iris-versicolor
+102,5.743694206308229,2.7711653125576654,5.090466568893232,2.389331622903642,Iris-virginica
+103,7.7,2.784018960429039,6.7,2.0180629366128,Iris-virginica
+104,6.64117784237289,3.3068137065944363,5.676405536035997,2.5,Iris-virginica
+105,5.488159253507253,2.6050996658652306,4.392495045608678,1.1977975654910638,Iris-versicolor
+106,5.538425116761673,4.246733534858502,1.3728125397695636,0.2,Iris-setosa
+107,6.326669580974155,2.6548651449601968,5.0543853682174085,1.8847082643574813,Iris-virginica
+108,5.421399695134022,3.950331166913551,1.343855865095156,0.4259509978420502,Iris-setosa
+109,6.946851866520215,3.196468821058903,5.746614120005969,2.319247957115947,Iris-virginica
+110,5.664398618917123,4.4,1.4845169394270263,0.39364588527383126,Iris-setosa
+111,5.7997887761111695,2.681636477210613,5.097257433910068,1.898849828438746,Iris-virginica
+112,5.207475957455551,3.4111535786205214,1.5161071945450075,0.2,Iris-setosa
+113,7.6999987914078245,2.822392237614482,6.6999980898366145,1.9921319058808105,Iris-virginica
+114,7.236734241003796,2.8805336130302526,6.208632792645688,1.791536998466682,Iris-virginica
+115,6.6924343322473065,3.3246262511374858,5.687054638327609,2.5,Iris-virginica
+116,5.5596521782971315,2.619208810233909,4.422220891556099,1.2612573807334948,Iris-versicolor
+117,4.592618068103511,3.3821790280238555,1.4068511379773794,0.3049697313047791,Iris-setosa
+118,5.774898860320762,2.671361477120654,5.113514370571573,1.9102450507668438,Iris-virginica
+119,4.999959147553644,3.5782716454386314,1.3953019599278211,0.2,Iris-setosa

iris/tab_ddpm/1/18/test.csv

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

iris/tab_ddpm/1/18/train.csv

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

iris/tab_ddpm/1/18/val.csv

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

iris/tab_ddpm/1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7850056472475178,6.699998979619531,1.9789592016978967,Iris-virginica
+1,5.428447535782283,3.9553219131686412,1.2681613970939107,0.4067396728191369,Iris-setosa
+2,7.7,2.730341812216608,6.7,1.971229743348942,Iris-virginica
+3,6.672103921034302,3.300755398980524,5.724716018689797,2.5,Iris-virginica
+4,6.596950744520955,3.3282429050085622,5.682743579548189,2.5,Iris-virginica
+5,6.285451953154242,2.7840486221270533,5.092751159220861,1.5150461163211821,Iris-virginica
+6,5.074273785518459,3.3767889819337658,1.462463993178773,0.2,Iris-setosa
+7,6.291569654942963,2.8907459481818805,5.578158475276247,1.808703350036628,Iris-virginica
+8,6.546150025401615,2.976058700474492,4.409986276490429,1.3891262761654395,Iris-versicolor
+9,6.411872678347315,2.6677004590865487,5.306204788486239,1.905233404688141,Iris-virginica
+10,4.889949878009008,3.0915717078993032,1.5266320280503534,0.1,Iris-setosa
+11,6.003105738262245,3.413893780327326,4.469799412169737,1.6281903144653778,Iris-versicolor
+12,4.8248230363279045,3.3969586517689327,1.5808943574459036,0.2,Iris-setosa
+13,6.058776556454109,2.690865945673516,5.092016748538782,1.5786378039091733,Iris-versicolor
+14,7.7,2.7745789062109734,6.7,2.018739346001975,Iris-virginica
+15,5.374171089513749,3.8933890682644874,1.3125200652789393,0.3797963814120454,Iris-setosa
+16,6.122665457381699,3.00152893101337,4.590074429505224,1.4006865931665737,Iris-versicolor
+17,5.63156914901543,2.495023330690649,4.992453210037591,2.004106615879906,Iris-virginica
+18,6.481736754685884,2.9251369549380324,4.335733711076493,1.3441487126980902,Iris-versicolor
+19,7.699999099601143,2.7523490570481575,6.699998538339798,1.977866196029054,Iris-virginica
+20,5.761623341707844,2.693771121853958,5.098684358081179,1.9012849846733573,Iris-virginica
+21,6.083740908685994,2.580112807652899,5.596304648866639,1.3999212588458871,Iris-virginica
+22,5.699009572222615,4.399998916834989,1.50549741476312,0.39884941043313005,Iris-setosa
+23,4.830318867276771,3.4066891056507886,1.5912157835796676,0.2,Iris-setosa
+24,7.7,2.7832777797293335,6.7,1.9652394261006625,Iris-virginica
+25,6.687613307492378,3.3233000662424077,5.577858676048895,2.5,Iris-virginica
+26,5.780318917692005,2.789863169469388,5.092093734625019,2.387468576166042,Iris-virginica
+27,4.606671427149847,3.60937970805145,1.0000005480472849,0.2,Iris-setosa
+28,5.568965104346864,2.6298112811791987,4.363692161749302,1.262211386468255,Iris-versicolor
+29,6.6841739836276,3.333946403460899,5.723596101203339,2.5,Iris-virginica
+30,6.41707352992544,3.1573589720787614,5.504425212104215,1.8872409457341925,Iris-virginica
+31,7.699998421673938,2.782924903901105,6.69999844409902,1.968920301137138,Iris-virginica
+32,5.991854772246986,2.2000003183139265,4.982033034203185,1.4896861631278422,Iris-virginica
+33,5.0071245124109485,3.5985428875837577,1.3796491506267805,0.2,Iris-setosa
+34,7.7,2.79156550373271,6.7,1.993837084421589,Iris-virginica
+35,4.999057464917991,2.4505518342509713,3.104718124193066,1.0555913629593592,Iris-versicolor
+36,6.8769361592249405,3.1775623592714024,5.666123917345751,2.29397263328851,Iris-virginica
+37,5.331913097409301,3.8136947956620824,1.3010125420929006,0.36977283073783773,Iris-setosa
+38,5.832469564266318,2.7200412134825687,5.1481577019127,1.9009602285727123,Iris-virginica
+39,5.531472580038363,4.163312913855598,1.4011387673191018,0.2,Iris-setosa
+40,5.359471883786346,2.92164173856496,4.395382567661297,1.4761079733063014,Iris-versicolor
+41,7.7,2.772197498272007,6.7,1.988963103376105,Iris-virginica
+42,5.051345997144874,3.4982154288728475,1.35138435453622,0.2909149671662426,Iris-setosa
+43,5.451006183631245,3.9731044579355346,1.307148155198167,0.39448855706634245,Iris-setosa
+44,5.805220581040668,3.0018127676524,4.3637853706313,1.503379459370542,Iris-versicolor
+45,5.181578701558606,3.509179435231333,1.5061222421835714,0.2,Iris-setosa
+46,5.106953148930859,3.3093805802801235,1.949099284776466,0.45495114593798613,Iris-setosa
+47,5.225262446201006,3.4232862370246773,1.4052316184124862,0.2,Iris-setosa
+48,4.612186349026588,3.4030916240568967,1.4062493544373666,0.3051729732702212,Iris-setosa
+49,5.21652453952975,3.403415080728976,1.3822398331365071,0.2,Iris-setosa
+50,7.7,2.784088456074639,6.699998848960184,2.1181192377022793,Iris-virginica
+51,7.7,2.7077790736839944,6.7,1.978199802274519,Iris-virginica
+52,5.707134217288622,4.399998951184062,1.496140193905534,0.4979788441898847,Iris-setosa
+53,5.44997934406234,2.9926587641667006,4.450150767081294,1.4892073743653078,Iris-versicolor
+54,6.710565710587756,2.9822141909622233,5.004835968889942,1.6909234574415444,Iris-versicolor
+55,6.324215420593887,2.509418801186231,5.00037691589631,1.884689182502693,Iris-virginica
+56,4.593076534475796,3.405061917970929,1.38204136601942,0.3004061440906815,Iris-setosa
+57,5.727169839862251,2.9740524937725525,4.427613205303235,1.475224173010191,Iris-versicolor
+58,5.535147557711906,2.6172009404207386,4.3804592841601115,1.2687188228767985,Iris-versicolor
+59,4.760794227098395,3.3788899438564037,1.6158783153311913,0.2,Iris-setosa
+60,6.368108041516957,2.8509719407269523,4.273965950583807,1.2848615616020835,Iris-versicolor
+61,7.7,2.759148291882494,6.7,2.0527683023438255,Iris-virginica
+62,5.999830468679013,3.4226610089375935,4.525516194458642,1.6152416950635484,Iris-versicolor
+63,5.07389364902136,3.499729726634784,1.3872758363391817,0.29515632920577906,Iris-setosa
+64,6.405137980874943,2.6914788183823077,5.284497829631011,1.9064101062913206,Iris-virginica
+65,7.7,2.6892019311637645,6.7,2.0152851429981533,Iris-virginica
+66,4.4,3.153011297716426,1.3073270678108835,0.2,Iris-setosa
+67,5.04929829820771,3.48638618449943,1.360250886496213,0.30067130764426714,Iris-setosa
+68,5.946538351652329,3.173868509901765,4.7495233455448185,1.7534685804694015,Iris-versicolor
+69,6.067116215143612,2.989284867511042,4.605347106646309,1.4008619116954784,Iris-versicolor
+70,6.326385929797183,2.648004290288168,4.88853715349569,1.814888440203445,Iris-virginica
+71,6.275269460178022,2.4634098126610127,5.000113387115632,1.911835508205669,Iris-virginica
+72,5.619598810505819,4.4,1.4893767481933629,0.4049649077817501,Iris-setosa
+73,7.7,2.794720655006683,6.7,1.9907041166471553,Iris-virginica
+74,6.4103615196040735,2.665477524078296,5.215015563460795,1.8992732859779329,Iris-virginica
+75,4.867563356853598,2.3900039221665534,3.1760280840621182,0.944268736505224,Iris-versicolor
+76,6.364880637374661,3.2156929062237465,4.520492136473234,1.506509881491804,Iris-versicolor
+77,6.290376289022003,2.821606310921058,5.563395162257409,1.7136581206416244,Iris-virginica
+78,5.547281860822537,2.998808411859495,4.099337650586761,1.315345324210995,Iris-versicolor
+79,5.583378047272445,2.984986164530381,4.095336153028445,1.290625745859708,Iris-versicolor
+80,5.79594275015816,2.7866301382089183,5.092926042016631,2.3985112170709204,Iris-virginica
+81,6.116394580306206,3.0172567717839778,4.601241111067252,1.418613042936593,Iris-versicolor
+82,5.071298225117633,3.390487609962717,1.5185389145329957,0.2,Iris-setosa
+83,5.153833281865734,2.6543904089383017,3.637618391174134,1.3642071371287199,Iris-versicolor
+84,5.647135052144147,2.9816486130146647,4.323519072183286,1.3954125343738577,Iris-versicolor
+85,4.6090977035054115,3.6073098357023787,1.0000004575699526,0.2,Iris-setosa
+86,5.406753497521799,3.9098526840118155,1.6864648404316327,0.39217584280179674,Iris-setosa
+87,5.419134706915961,3.0025701245719785,4.49413580259961,1.4972377613320773,Iris-versicolor
+88,5.084418981527211,3.787498377288502,1.6075386593076075,0.5994977994722113,Iris-setosa
+89,5.527423906846357,2.395242202962729,3.8495887939408293,1.0486303739980842,Iris-versicolor
+90,6.670736136465206,3.313979519229294,5.673049982402192,2.5,Iris-virginica
+91,5.125297277129718,3.6895291010222864,1.5519542566855729,0.2,Iris-setosa
+92,5.4669961223723895,2.996504934193501,4.511557541264327,1.4898811600928177,Iris-versicolor
+93,5.555869785684524,2.615855153679646,4.3114411030342445,1.2577419483086831,Iris-versicolor
+94,6.715849161040406,3.3267191542556116,5.635862178909261,2.5,Iris-virginica
+95,6.389665694698409,3.2136507106658256,4.463180923682748,1.4889847078412035,Iris-versicolor
+96,5.737974887385179,2.6985131820799726,5.100538667361533,1.8976230279841242,Iris-virginica
+97,4.981586605082505,3.1988992460011265,1.2066386672761356,0.2,Iris-setosa
+98,5.498845269253244,2.398091773576151,3.6293016551054413,1.0631749128791856,Iris-versicolor
+99,4.865081160098167,3.0940546404133147,1.5083281118584155,0.1,Iris-setosa
+100,5.002316524972066,3.5962827251554716,1.3668753515682055,0.2,Iris-setosa
+101,5.399148253753712,2.977606723639416,4.47318454928478,1.502900599618759,Iris-versicolor
+102,5.49188587670014,4.206153411981558,1.43731898503746,0.2,Iris-setosa
+103,6.667121382913492,3.3044436147478353,5.674943556422867,2.499999255348674,Iris-virginica
+104,5.762281417507911,4.4,1.490959979398539,0.5356501428696493,Iris-setosa
+105,5.96477880311999,3.4254649712048475,4.414580648074971,1.6037265569737804,Iris-versicolor
+106,5.154141383286165,3.806295471431349,1.5639542108084803,0.45522563980946174,Iris-setosa
+107,6.674447945775722,3.343662272313257,5.767820758877216,2.5,Iris-virginica
+108,6.706848773331402,3.298303096060664,5.759572818760807,2.5,Iris-virginica
+109,5.471950552689852,2.400477006134634,3.5857571199712526,0.9348211838396696,Iris-versicolor
+110,4.632014253309542,3.411848601965308,1.3814944287662208,0.3102346142792996,Iris-setosa
+111,4.584588537612432,3.5923915619964193,1.0000004323680969,0.2,Iris-setosa
+112,6.812543756341705,3.0062163812783953,5.530415103900844,2.103670882998418,Iris-virginica
+113,5.054685147152261,3.330039927395101,1.415063324423606,0.2,Iris-setosa
+114,5.319271081147009,3.816270629271399,1.4964368687816032,0.2,Iris-setosa
+115,6.397198847428053,2.8614848241728583,5.5332435854389,1.8315383257769307,Iris-virginica
+116,5.5394037635000295,2.9857568288484333,4.471853320505052,1.4998435060777375,Iris-versicolor
+117,6.310716246855526,2.8829389763415225,5.586223951870305,1.8051375567877084,Iris-virginica
+118,4.654043531694423,3.4067911246080276,1.4259289731687024,0.26258722434020637,Iris-setosa
+119,4.980240891209187,3.2895775432660144,1.3945361376518486,0.2,Iris-setosa

iris/tab_ddpm/1/19/test.csv

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

iris/tab_ddpm/1/19/train.csv

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

iris/tab_ddpm/1/19/val.csv

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

iris/tab_ddpm/1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.986533820174846,2.2000003478644774,4.983057605619777,1.5057896685892467,Iris-virginica
+1,5.66064018315928,4.4,1.4849122074212073,0.5102007197648868,Iris-setosa
+2,6.350199556179905,2.7817790336918833,5.099257208056031,1.4936627696087783,Iris-virginica
+3,6.758780103852199,2.9827365025008032,4.980210245328917,1.6682714971808448,Iris-versicolor
+4,6.65834673106366,3.306335861409781,5.78550001856737,2.5,Iris-virginica
+5,6.417719118061767,3.221259193970016,4.511481474041309,1.5005704592072677,Iris-versicolor
+6,5.017997989588799,3.3272711849954875,1.4181176626405276,0.2,Iris-setosa
+7,5.1048493877974925,3.590260439674678,1.5331347194915552,0.2,Iris-setosa
+8,6.68177150453916,3.28695268063158,5.623321782003555,2.4999995194634246,Iris-virginica
+9,5.518400017715404,3.002570923127697,4.439987566795253,1.494492496603313,Iris-versicolor
+10,5.765248301980226,4.399998771061357,1.4993681813707138,0.5384075909137749,Iris-setosa
+11,6.7754415668262595,3.314351035988901,5.731879965485544,2.4999994012002893,Iris-virginica
+12,5.61920004626267,3.0084819209639626,4.0913877147830995,1.315077329408211,Iris-versicolor
+13,6.309675342337644,2.7799191482132697,5.08542171524878,1.5040359789250188,Iris-virginica
+14,5.684238355716098,2.5083511260084372,5.0023160865719,1.9995328414428264,Iris-virginica
+15,5.662115038144817,4.4,1.487202754156387,0.4836314340127573,Iris-setosa
+16,6.165665970821704,2.6435672033075295,5.440091563038959,1.443322596468794,Iris-virginica
+17,5.587317883300818,4.214900096702752,1.3841895158647348,0.2,Iris-setosa
+18,6.76222062448961,3.3277090954460515,5.7105579331212954,2.5,Iris-virginica
+19,5.0957614665679305,3.7294440928263333,1.5152639003345922,0.4201634231838807,Iris-setosa
+20,7.7,2.7771459330131556,6.7,1.9968196191338237,Iris-virginica
+21,6.292890031696606,2.7876306473623096,5.075861074164966,1.5104834937529794,Iris-virginica
+22,5.993349704410355,2.2,4.993944838920035,1.5180066947014728,Iris-virginica
+23,5.7874026951548325,2.7804895512062657,5.096879733287834,2.403614979255744,Iris-virginica
+24,5.553368102114048,2.675320391992753,4.245646098993295,1.2881506807007703,Iris-versicolor
+25,5.103726926817541,3.871124469888925,2.108933350548032,0.38423465815452323,Iris-setosa
+26,6.697639929079594,3.2989615947933046,5.676395864624493,2.5,Iris-virginica
+27,5.195988861325509,3.5456103850980134,1.5360710349779396,0.2,Iris-setosa
+28,5.099073074289187,3.774388091170735,1.6899441291753399,0.37208971477122504,Iris-setosa
+29,5.423786338533858,2.9949824655567014,4.473778935861986,1.4960248413170534,Iris-versicolor
+30,4.400000471290604,3.189045595398732,1.3072563640640822,0.2,Iris-setosa
+31,5.575494958467042,4.399999218372484,1.466613889957111,0.4599218203839559,Iris-setosa
+32,5.526951873833848,2.391936428044967,3.96461360057872,0.95748109312326,Iris-versicolor
+33,4.57792887858055,3.6396088936804154,1.000000471763093,0.2,Iris-setosa
+34,7.7,2.7355515987423322,6.7,1.9816356309852912,Iris-virginica
+35,4.400000918460314,3.2556006628727507,1.3045365944961862,0.2,Iris-setosa
+36,4.599373045626036,3.196048094660167,1.4010612412718089,0.2,Iris-setosa
+37,6.002423631863245,2.998652445786274,4.811511570204004,1.805336215061418,Iris-virginica
+38,6.458905274981262,3.2077139841382327,4.508252973398441,1.4790318714373867,Iris-versicolor
+39,5.404565251512957,3.899283653104512,1.6698648920609964,0.3825186428225543,Iris-setosa
+40,5.4626974312852115,2.991947096243416,4.358852813640361,1.4424285764154174,Iris-versicolor
+41,5.420816834279403,3.9926923716684555,1.3237199674885471,0.3745780041744513,Iris-setosa
+42,7.047205732986731,2.992467742751559,5.823456420550294,2.070951228729049,Iris-virginica
+43,6.381701850464217,3.2035721531634906,4.501610004924288,1.490649241945321,Iris-versicolor
+44,5.574182639509798,2.9899741376373177,4.085714820247195,1.3055090471481543,Iris-versicolor
+45,4.9429515616949855,2.4190673613796574,3.4320059571985553,1.108618372755981,Iris-versicolor
+46,6.018598267670076,2.661380799115939,5.086555614421499,1.587448581274971,Iris-versicolor
+47,6.001376105456493,3.4133085804433674,4.532429431481152,1.6799466297830377,Iris-versicolor
+48,6.844909608695265,3.1836849042257547,5.731831445931391,2.2654092751851738,Iris-virginica
+49,4.594697512008699,3.5971357037366447,1.00000058554881,0.2,Iris-setosa
+50,5.870547785098843,2.9827704579981096,4.128988589964204,1.4858527203669274,Iris-versicolor
+51,5.6771878370668345,4.399999154736223,1.4696298087857218,0.3683219746421872,Iris-setosa
+52,4.8172486524938245,3.4515003197768404,1.6001475724317509,0.2,Iris-setosa
+53,5.62447023439014,2.712839808179783,4.2331478957041195,1.3069760004125592,Iris-versicolor
+54,5.1193215760639,3.32513581912418,1.6883466906348377,0.39868052788122177,Iris-setosa
+55,5.8334587661028,2.7935299878192317,5.147950856443005,2.3925415363662204,Iris-virginica
+56,5.446395190863488,3.393919473907469,1.6932329579544543,0.2,Iris-setosa
+57,5.492730827507415,2.597721049574411,4.410382228501447,1.2574841661605871,Iris-versicolor
+58,5.182943190308628,2.688094600269933,3.864452998921088,1.3998245526098747,Iris-versicolor
+59,6.449048765503895,3.376600009406758,5.6666964607566115,2.386346329234782,Iris-virginica
+60,6.658017908233928,3.2973417500577225,5.75001001133785,2.5,Iris-virginica
+61,5.821463792783176,3.0012322208333306,4.356130236032673,1.5027942263920706,Iris-versicolor
+62,6.04050053029438,3.2366046623229936,4.681561995427326,1.6821066022833437,Iris-versicolor
+63,6.022904188792781,2.718831965796068,5.100766382286865,1.6045508773566695,Iris-versicolor
+64,5.285226926773531,3.677364490972222,1.529832293270748,0.2,Iris-setosa
+65,4.4,2.9064940590159694,1.4043826996512812,0.2,Iris-setosa
+66,5.072923558578712,3.7322249148743154,1.6390902501752798,0.3756303578883875,Iris-setosa
+67,5.361006847034616,2.9868380808569928,4.480109259561078,1.5096206959318454,Iris-versicolor
+68,5.905476429615939,3.213246599708037,4.834328463951682,1.795653650131496,Iris-versicolor
+69,6.86936927829281,3.2163578659244685,5.6618664949438555,2.3176984437766537,Iris-virginica
+70,5.696569029284691,4.399998807063767,1.4852743697288384,0.375893624108945,Iris-setosa
+71,5.981913223564649,3.4156124760930426,4.454819311922395,1.636490077784435,Iris-versicolor
+72,5.735490864735619,2.485537689836205,4.99730596053977,1.9954612489647892,Iris-virginica
+73,5.002243411922818,3.258796945105689,1.2560630995780484,0.2,Iris-setosa
+74,7.7,2.782640049087772,6.699998823398108,2.0093657579833253,Iris-virginica
+75,5.77740395531725,2.6694507129104275,5.1033984727289825,1.9068514053679713,Iris-virginica
+76,5.107238344142214,2.522857211642826,3.2531771484657215,1.2481878477107289,Iris-versicolor
+77,5.604507748839551,2.9912144803549405,4.062648872794083,1.3072266132336787,Iris-versicolor
+78,5.102395009724417,3.7905357727763103,1.5794178099538112,0.2,Iris-setosa
+79,5.784367443949867,2.597004605556491,5.0495993502525796,1.9428483563413153,Iris-virginica
+80,4.59031383384212,3.4110437495886483,1.3879760857281827,0.286518583829524,Iris-setosa
+81,5.373833644850684,3.878450312955804,1.6954710236458,0.39401830173599,Iris-setosa
+82,4.7879767078693,3.406099955372743,1.5892096118697905,0.2,Iris-setosa
+83,5.5039536513124085,2.3954407872580212,3.662924647080624,1.1266727582865221,Iris-versicolor
+84,5.010435466216451,3.492924761611718,1.2806427900072253,0.2951600270502238,Iris-setosa
+85,5.882371841414232,2.9800544167567304,5.096139565074466,1.811903128643409,Iris-virginica
+86,5.492481041255516,2.9917745421118283,4.127357455915542,1.3142619215953233,Iris-versicolor
+87,5.220174792892389,2.7266851462492014,4.069391217236622,1.4166356223739958,Iris-versicolor
+88,6.32922893080674,2.299367636581249,4.3945912915980925,1.2964636572580839,Iris-versicolor
+89,6.64836946450968,3.2862980265308184,5.588744067802598,2.4999995305703075,Iris-virginica
+90,5.567636421537961,2.725953758631989,4.1809312951010895,1.3007986443536073,Iris-versicolor
+91,4.906461894082744,2.3920708303258995,3.545954460812041,1.0116592049031972,Iris-versicolor
+92,5.698329949198797,4.399998976500498,1.473931147435297,0.44446489165364444,Iris-setosa
+93,5.474222446636699,2.598123851624855,4.39086225299159,1.1309065783685393,Iris-versicolor
+94,6.436127109466833,2.886249778164529,4.249499756116672,1.2975019071037681,Iris-versicolor
+95,6.029666927202021,2.6929327963927294,5.076107592330764,1.594529980001039,Iris-versicolor
+96,6.625555780039898,3.071973469803094,4.395719886441444,1.414836782050865,Iris-versicolor
+97,6.070060791896453,2.591680528739105,5.5940043906308015,1.3803670989954513,Iris-virginica
+98,4.593101720165801,3.607478323548717,1.000000406438545,0.2,Iris-setosa
+99,5.130043891329095,2.486528343624469,3.32250964267764,1.1227857760589663,Iris-versicolor
+100,5.11393091064525,3.5490572699582663,1.4275976993070443,0.3199722769352168,Iris-setosa
+101,4.603715407616786,3.647217283562016,1.0000006044849152,0.2,Iris-setosa
+102,5.395834616739685,2.9931154740668338,4.471361965107698,1.4979204660099072,Iris-versicolor
+103,6.725478417191961,3.1082952670494577,4.406930317259524,1.396458659387601,Iris-versicolor
+104,6.299533290646102,2.8620045354687003,4.260567368344112,1.293688401767365,Iris-versicolor
+105,7.699998413438057,2.8350497000256536,6.6999983875637845,1.9837622228761842,Iris-virginica
+106,4.400000459445166,2.9108454200279605,1.4046196763165975,0.2,Iris-setosa
+107,5.581158276916071,4.4,1.4789114566266177,0.4209090808527742,Iris-setosa
+108,6.311744097635608,2.802483427006662,4.177995177662901,1.2949333661507882,Iris-versicolor
+109,5.2562913727293905,3.5871485991972185,1.4991100462345957,0.2,Iris-setosa
+110,5.41355895612189,3.9235401907682843,1.6061039295343682,0.38335244194578694,Iris-setosa
+111,7.7,2.7884630653654194,6.7,1.9927697475954622,Iris-virginica
+112,5.743905413364864,2.998286636895324,4.388290238588299,1.4970016335446237,Iris-versicolor
+113,4.786050166275997,3.393239718355662,1.5994441659413752,0.2,Iris-setosa
+114,5.002534862741074,3.311946609946398,1.3877826625907863,0.2,Iris-setosa
+115,4.4,2.828634595299828,1.406213059956861,0.2,Iris-setosa
+116,5.01425637670467,3.213870635127618,1.2006250000075984,0.2,Iris-setosa
+117,6.326104952624339,2.5216976673137967,4.967227885553595,1.8700636181378238,Iris-virginica
+118,6.286873061959317,2.786851451458827,5.082359325993813,1.4993174799257156,Iris-virginica
+119,5.326254195545708,3.679453640435509,1.4976448471793735,0.2,Iris-setosa

iris/tab_ddpm/1/2/test.csv

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