a

iris/tab_ddpm/2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.704782680044342,2.6198476920877165,6.899998686432741,2.2876965941464316,Iris-virginica
+1,6.195410502751246,2.7143349855400873,5.586148666312462,1.5830309072187745,Iris-virginica
+2,6.306885438134426,2.498615906464765,4.863873385468427,1.481566003899105,Iris-versicolor
+3,6.534171822276689,3.0,5.801671011526874,2.201339558265727,Iris-virginica
+4,5.592030741000101,2.7057947692426896,4.445563303690412,1.2584378302769597,Iris-versicolor
+5,5.775419414671891,2.6893562928893235,5.0785145466459545,1.893735579929482,Iris-virginica
+6,5.123764891334721,3.7729996348479578,1.498375816292191,0.20111481802120174,Iris-setosa
+7,5.608885302782519,2.5086231879986554,3.926042239275536,1.1136479148714493,Iris-versicolor
+8,6.935824568218691,2.8086125126360293,4.8195101277024195,1.4144521770570375,Iris-versicolor
+9,4.86456501181592,3.054585002194901,1.489374409062796,0.1,Iris-setosa
+10,5.3672880746923495,3.0,4.485787785808404,1.5144389160873444,Iris-versicolor
+11,5.384317557957434,3.7157715749381075,1.5555121732359052,0.2035789980474653,Iris-setosa
+12,5.563725039543161,2.5978919830312273,4.400170432196212,1.2000316144560392,Iris-versicolor
+13,5.095107258877633,2.489742931822656,3.049211347264812,1.0932974562062683,Iris-versicolor
+14,5.531339106641043,2.4075754068852984,3.724025620982892,1.086937439220466,Iris-versicolor
+15,6.392138700641877,2.9007577645843607,4.3495763987426965,1.3094810517325155,Iris-versicolor
+16,5.538140424979332,2.645071238263393,4.310930912494019,1.257979012096762,Iris-versicolor
+17,5.519104958899445,4.199999285044456,1.41086886983896,0.20036866961686442,Iris-setosa
+18,5.8602307127011155,2.71512450548046,5.1165787433246654,1.861197818790695,Iris-virginica
+19,6.79517339462749,3.0,5.502794447782268,2.095068814987667,Iris-virginica
+20,5.090889172084976,3.475176630328025,1.4010399665283333,0.29921532780316595,Iris-setosa
+21,5.815694463872865,2.7008457469300637,5.095270297366032,1.8999801584167861,Iris-virginica
+22,5.001984820035432,3.407599809581664,1.498419474524505,0.37898082914466874,Iris-setosa
+23,5.4023274257553675,2.438664803734277,3.6832803312490308,1.1056546507427225,Iris-versicolor
+24,4.914689197635251,3.0,1.4056433742390562,0.19666397340676917,Iris-setosa
+25,5.419391684904008,3.0,4.527636025418854,1.501504351657574,Iris-versicolor
+26,5.894102652552032,3.179776406171074,4.766855963738954,1.7847229044206607,Iris-versicolor
+27,6.9371556833027554,3.094953572904245,5.103536911527344,2.2970800230781445,Iris-virginica
+28,6.283754390783474,3.3999343422785464,5.555109633642914,2.406291098100508,Iris-virginica
+29,5.151445300388912,3.3196977788130124,1.6884019395879502,0.4962923533626581,Iris-setosa
+30,6.691123980083456,2.5202351362298057,5.8204442833444965,1.8033642371512606,Iris-virginica
+31,5.5427856295782885,2.5995331079756254,4.325568433364816,1.2171405485136786,Iris-versicolor
+32,4.785888340965689,3.0,1.3921361545390045,0.35706190772335983,Iris-setosa
+33,5.11232777454328,3.3088688249029254,1.7523093870503852,0.3831694919095556,Iris-setosa
+34,6.230894271547921,2.2,4.547795035818803,1.4665961100821978,Iris-versicolor
+35,7.9,3.8145469609321667,6.393031026983756,1.9860747886566483,Iris-virginica
+36,6.815373687494315,2.800818207215009,4.793251012589044,1.3933451412066988,Iris-versicolor
+37,6.248461840317894,2.2,4.575883528860233,1.516108074223905,Iris-versicolor
+38,6.53083300105388,3.20536096287589,5.114411279215126,2.00556318905342,Iris-virginica
+39,5.482361664114032,3.0,4.358554914804645,1.4561594434439478,Iris-versicolor
+40,4.611286712197838,3.4068149701878117,1.3999047944263905,0.3006321861359405,Iris-setosa
+41,5.325379770175765,3.384484450626021,1.4997548826703382,0.29512325056179056,Iris-setosa
+42,6.890644987339492,3.083578925956985,5.100909733441481,2.291985912777305,Iris-virginica
+43,6.303296203544462,3.303589827841656,4.674943757801997,1.5848593698198068,Iris-versicolor
+44,6.303040979174549,3.280600444552945,4.721958495134853,1.5952769553594837,Iris-versicolor
+45,5.650954326843032,2.756162466603612,4.473499798877505,1.293784603651103,Iris-versicolor
+46,6.294340032055011,2.6873381133768675,4.90774300169531,1.7967777270375545,Iris-virginica
+47,4.4901600474619325,2.3018360663198134,1.2984618773467522,0.2993797754467682,Iris-setosa
+48,6.007454529649592,3.0,4.836622786828676,1.8010186921545026,Iris-virginica
+49,6.711485997267826,3.2981071214847666,5.694601467863129,2.0880090601724426,Iris-virginica
+50,7.695400708161118,2.5772036421590494,6.9,2.290898961186056,Iris-virginica
+51,4.992823282354403,3.399482962079806,1.6306504329826808,0.4122837134332293,Iris-setosa
+52,4.920340634938194,3.394954482379973,1.4688481668697104,0.3332057462937973,Iris-setosa
+53,6.295324872699184,3.394343989764542,5.577523632409344,2.3962237875882906,Iris-virginica
+54,7.116321612718371,3.0,5.915811686230746,2.1132394769097798,Iris-virginica
+55,5.233767071115752,2.7248449145699256,4.041274892230381,1.3849356293741935,Iris-versicolor
+56,6.18110156057581,2.2,4.51276824147773,1.5018984891559715,Iris-versicolor
+57,6.9111473614118015,3.201504395838302,5.807387862707765,2.2967142003038994,Iris-virginica
+58,5.099610816415106,3.5229595076795044,1.4028533020423286,0.34427839049359227,Iris-setosa
+59,5.7110915896589995,2.8078381299915964,4.52838400442646,1.3118400092775304,Iris-versicolor
+60,5.027688724859304,2.4529447529337842,2.984373581044479,1.1027190818244925,Iris-versicolor
+61,5.147509210048194,3.44808966456409,1.5259346943008967,0.20067500921835182,Iris-setosa
+62,5.114112928782891,3.3107841039765136,1.6191434716372848,0.44706852710779066,Iris-setosa
+63,6.308188610411428,3.402004523024765,5.591394942434658,2.4030362527739553,Iris-virginica
+64,5.608231568733633,2.6690528564378018,4.134910431849781,1.2871136928441702,Iris-versicolor
+65,4.5930665484107225,3.196102591378333,1.3917997790541898,0.19976911025127553,Iris-setosa
+66,5.508823601533214,2.4100228361737313,3.862768931401103,1.1050931246725202,Iris-versicolor
+67,6.302762514935774,3.4039825239811967,5.577681481619825,2.4011543265141784,Iris-virginica
+68,4.796271754022797,3.0,1.400586718755689,0.3201933337612152,Iris-setosa
+69,5.714403512264817,2.496261809399529,5.002550863570782,1.9887082178245197,Iris-virginica
+70,6.705249996866085,3.2959052026493816,5.742258322590457,2.1046105978596183,Iris-virginica
+71,6.685338433053609,3.301212744482717,5.680509796057229,2.1014674974646166,Iris-virginica
+72,5.867906695855931,3.2081445085768876,4.816595276809557,1.8074799464328333,Iris-versicolor
+73,6.516680314802505,3.0,5.486226725311389,1.7939322637268487,Iris-virginica
+74,4.992731564835567,3.1926456609227882,1.2000002360459678,0.20162912788120316,Iris-setosa
+75,4.995535609996869,3.3819978245386846,1.4587711760772237,0.36874763171593594,Iris-setosa
+76,5.283695532920334,3.7074536024097835,1.4972984434174499,0.19813007563264512,Iris-setosa
+77,4.491149849275565,2.296417633426605,1.2984894242333391,0.29931389668817854,Iris-setosa
+78,5.489550211098173,2.4005827309748713,3.81240321402755,1.071764133413762,Iris-versicolor
+79,4.899711598386614,3.1115496089571857,1.5040733689813806,0.10000009655845993,Iris-setosa
+80,4.7890577340308305,3.0,1.403982490326496,0.31629312770932627,Iris-setosa
+81,5.937157097091395,3.239775602915419,4.7995506106091,1.7993188640723814,Iris-versicolor
+82,6.19311954711618,2.2,4.543233365717329,1.5073309032335664,Iris-versicolor
+83,5.0857610975820995,3.3947716990136017,1.49895855086247,0.20808703833514314,Iris-setosa
+84,5.93385717388674,3.194217114664476,4.797366540805756,1.796236693059951,Iris-versicolor
+85,5.6003392091306505,3.0,4.1182497029471685,1.2983726547562549,Iris-versicolor
+86,5.093650141325865,2.4883076373079467,3.01036337588765,1.1045045091463674,Iris-versicolor
+87,6.293942346585542,2.507132188564183,4.932780903093243,1.5210844811966182,Iris-versicolor
+88,6.7133899222592515,3.0,5.007336210550455,1.7096941749623684,Iris-versicolor
+89,5.327215130295075,3.6977894286507302,1.5107448091081899,0.20296016209927537,Iris-setosa
+90,6.284899219936484,3.2911840543399857,4.67159740394356,1.5810037504652823,Iris-versicolor
+91,6.483968846991037,3.1809518826411822,5.103267084314469,2.0061078329254163,Iris-virginica
+92,6.8371307266161265,3.0,5.569601543938341,2.100834616765599,Iris-virginica
+93,5.275411984001469,3.398903555402618,1.6522654884925412,0.20466632405205573,Iris-setosa
+94,6.50693962969605,3.0,5.520397423691631,1.7928951600732421,Iris-virginica
+95,4.400000714564656,2.9171319230898893,1.3954047959785385,0.19837822316382742,Iris-setosa
+96,4.899483722879269,3.0977114746201324,1.5811984459884652,0.10000009452011291,Iris-setosa
+97,4.882844219263002,3.0768983115204205,1.4801153557800528,0.10000009082520413,Iris-setosa
+98,6.513987933338012,3.1364651333312863,5.116347378245876,1.9734791523540887,Iris-virginica
+99,5.991296228705537,2.8929550006868663,4.518197775957309,1.4830273049336342,Iris-versicolor
+100,5.095301452103709,3.7395015469675466,1.5168926958645907,0.44124432499151833,Iris-setosa
+101,5.760690351244873,2.584448289293118,5.056142979462106,1.9382242873590205,Iris-virginica
+102,6.51985096950935,3.1920605592576936,5.099580524224792,2.0085431994940874,Iris-virginica
+103,4.931020745652947,2.429851934762679,3.2958688394360296,1.0834913752607254,Iris-versicolor
+104,6.072328568698971,3.0,4.587418750436658,1.4053220080988984,Iris-versicolor
+105,6.004523472097694,2.2,5.00181382289162,1.5091986098324093,Iris-virginica
+106,5.903010926292658,3.209360640185529,4.797005703845546,1.7937855484314462,Iris-versicolor
+107,7.009875118471687,3.0638551104092215,5.781533166884089,2.211632459416432,Iris-virginica
+108,6.421226409937541,3.0,5.504473017375209,1.8006557564500745,Iris-virginica
+109,4.400000754293877,2.9034488342232883,1.4048318923438008,0.20080094573265134,Iris-setosa
+110,6.775439369053235,3.0,5.497925836116881,2.0939952859116984,Iris-virginica
+111,6.110441026954069,2.8065813964209645,4.724589992250257,1.1884802371477667,Iris-versicolor
+112,6.277970672384434,3.3006030462763998,4.7330941087431055,1.6265779555146542,Iris-versicolor
+113,4.905104239245475,3.104254275623504,1.570550944949392,0.10000009196460438,Iris-setosa
+114,6.7991970398418555,3.1890250881503914,5.876541982607791,2.2983136318295934,Iris-virginica
+115,5.3844159755517715,3.391606714918702,1.7192573118076233,0.19893814326424425,Iris-setosa
+116,5.216952304914122,2.714775657007235,4.005504982702431,1.42085381489212,Iris-versicolor
+117,6.303770273528961,2.500316780711112,4.896196135690561,1.5173182850884037,Iris-versicolor
+118,6.429943579650094,3.0,5.788155996678681,2.1424360896622208,Iris-virginica
+119,5.091675314191866,3.5382436507898185,1.3847255465683448,0.32767743117471715,Iris-setosa

iris/tab_ddpm/2/0/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/0/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.992005403912259,3.2787619872144598,1.4023459818222888,0.20001515296714376,Iris-setosa
+1,4.808909426390695,3.0,1.4023200978078325,0.31441483833501155,Iris-setosa
+2,5.666961549254759,3.8025657035453277,1.7896002880269684,0.34760260858662906,Iris-setosa
+3,5.5012421386663775,4.199998983731536,1.3990969752553248,0.19886658818035852,Iris-setosa
+4,5.613136906996614,2.715171762185135,4.284471430017132,1.2958972585448512,Iris-versicolor
+5,5.002612525442744,3.294628363297795,1.3944708352444493,0.20652375843485005,Iris-setosa
+6,5.427556206975227,2.6476495623142573,4.162565700326742,1.3390602853834948,Iris-versicolor
+7,5.810648650814535,2.709503828942575,5.106607252963557,1.896480176916899,Iris-virginica
+8,6.324428355539768,3.301790612882684,4.70022941763292,1.5977339945171662,Iris-versicolor
+9,4.856031215962163,2.4044060284007718,3.304090749429798,0.9293271354296464,Iris-versicolor
+10,6.639110315294656,3.0,4.97635086341619,1.6649862423977548,Iris-versicolor
+11,5.530282839040434,2.879250857363004,3.6131103122957686,1.3030260534846354,Iris-versicolor
+12,6.51078605423431,3.0,5.51081254212444,1.8017014554258097,Iris-virginica
+13,6.678919699085325,3.0,5.0008593942612265,1.7077421915868625,Iris-versicolor
+14,4.889923078842167,3.0,1.3948628731334547,0.2016435319643936,Iris-setosa
+15,4.400000542268675,2.88684914171123,1.4000688572770426,0.18954379959942963,Iris-setosa
+16,6.216860098926799,2.200000320347765,4.477969091855539,1.507558943520346,Iris-versicolor
+17,5.440371186537339,3.403926434794212,1.7686219794689932,0.20197579392326023,Iris-setosa
+18,6.029954184747944,2.7208505645289534,5.0897459307975526,1.6008203107517776,Iris-versicolor
+19,5.984236868289135,3.0,4.858738421271231,1.8036291417081112,Iris-virginica
+20,6.835896964133725,3.20691395186328,5.843829121568368,2.2929076097652263,Iris-virginica
+21,6.728672774488346,3.2877028402469204,5.6907972481471605,2.5,Iris-virginica
+22,7.703104248709913,2.5944044868953524,6.899998625573894,2.310811427271214,Iris-virginica
+23,6.51657093600135,3.0,5.519829705204998,1.7997452655465251,Iris-virginica
+24,6.953755911034269,3.0,5.799263635718135,2.1589339458918393,Iris-virginica
+25,5.010801256949879,3.2972048845113258,1.4162165500769368,0.20033187985251513,Iris-setosa
+26,5.210703180402887,3.624834382743634,1.5142510693665816,0.20521652777842167,Iris-setosa
+27,6.933695052657636,3.1912967368758687,5.807313596175717,2.301040801706687,Iris-virginica
+28,7.8999989396342185,3.835307311258439,6.437918937765805,2.000720396113794,Iris-virginica
+29,5.434706085701563,3.0,4.504621824643121,1.5632475639081025,Iris-versicolor
+30,6.1008620108507,2.8000905010844286,4.680543915176199,1.1911116680352536,Iris-versicolor
+31,5.607470995683988,2.7107971180679575,4.21739118951429,1.2966280994872008,Iris-versicolor
+32,6.731593246424124,2.5055528360918324,5.781813934156238,1.79973595680163,Iris-virginica
+33,7.1099644447648815,3.0,5.966457191271547,2.0733560306631413,Iris-virginica
+34,6.70564171100812,3.3094440169584156,5.7551550144724954,2.1093090155627525,Iris-virginica
+35,5.450487201116215,3.8766371242122344,1.715751447848757,0.37050872633156945,Iris-setosa
+36,5.987979582573688,3.0,4.735922580229578,1.794367848362511,Iris-virginica
+37,5.452787099537233,3.8675370985678574,1.4987664799105722,0.4461313222181627,Iris-setosa
+38,6.069557457193605,3.0,4.584894014131386,1.4075123388404984,Iris-versicolor
+39,4.988147336217445,3.201933317310897,1.2,0.19706444638836723,Iris-setosa
+40,4.617462047452614,3.4023880266342172,1.395786379148996,0.29459559136147473,Iris-setosa
+41,4.879344951922877,3.074758254023267,1.4949949816108763,0.10000011699070066,Iris-setosa
+42,5.958724316271238,2.7773492604841707,4.913521130449986,1.4999624164756606,Iris-versicolor
+43,6.793894614801814,2.7937768795991427,4.809790383774594,1.4070614650805213,Iris-versicolor
+44,5.7194281371567035,2.7905696414998746,4.370722409794992,1.290019781505581,Iris-versicolor
+45,5.684662465198594,3.7868815174102086,1.7720057886956577,0.29907760286589474,Iris-setosa
+46,6.313778404594386,3.399381792118575,5.6041885192096945,2.403713805936275,Iris-virginica
+47,6.307129848919246,2.2922170616278374,4.370769378025949,1.2952649403418135,Iris-versicolor
+48,6.0817784905859655,3.0,4.576954113083674,1.415290263332465,Iris-versicolor
+49,5.130890467401961,3.4039777617888594,1.4978715180542266,0.1994667424407653,Iris-setosa
+50,6.2915739397131984,3.397737495000576,5.621073149766167,2.4044569044188853,Iris-virginica
+51,4.9030505622299545,3.0,1.400222179253338,0.19893181895011647,Iris-setosa
+52,5.592094872613531,2.679008060689596,4.2096152472317545,1.28807926944661,Iris-versicolor
+53,6.109825607579037,2.608421984716408,5.597452424325974,1.4296893074962562,Iris-virginica
+54,5.979366608968895,2.9988838173145647,4.873673210634597,1.8127919656640246,Iris-virginica
+55,5.10628672369001,3.692312839571057,1.5002699629884113,0.3924566946804058,Iris-setosa
+56,6.508961002322576,3.0,5.441079553838706,1.8366470485331725,Iris-virginica
+57,5.5908176094820226,3.0,4.068194560064589,1.2962432642700368,Iris-versicolor
+58,6.325069572562158,2.9455410857870117,5.556187929896419,1.8074954532288665,Iris-virginica
+59,4.900996575401954,3.0,1.403450217005665,0.20232204952412794,Iris-setosa
+60,5.974747523547183,2.9528913512348023,4.504282878605708,1.4525344507726108,Iris-versicolor
+61,6.8832039356063905,3.077455927927347,5.097732399245109,2.293863621094624,Iris-virginica
+62,5.023750726803787,3.408508170273835,1.6067948167272972,0.3446399167661491,Iris-setosa
+63,4.6397964961465945,3.387586850809666,1.4242354203838603,0.338751028048239,Iris-setosa
+64,4.605719097933857,3.1990354103924035,1.4030064715730353,0.19589371729119093,Iris-setosa
+65,5.394929125705138,3.0,4.524335492849528,1.496587482870325,Iris-versicolor
+66,5.084206709095043,2.471196098327477,3.2104159393955904,1.0887423143797974,Iris-versicolor
+67,4.855052280403319,2.380684444327632,3.3104330432590965,0.9804713149636057,Iris-versicolor
+68,5.140140746243581,2.494519115151493,3.020873692102283,1.0840348853158341,Iris-versicolor
+69,4.887284539184398,3.0,1.4007474866779428,0.2011704193144972,Iris-setosa
+70,5.387896332510576,3.394939020596015,1.7985697187146388,0.20165763803012757,Iris-setosa
+71,5.562140204320091,2.4947950942488304,3.925285500513592,1.1160156672668584,Iris-versicolor
+72,5.110972876800501,3.301768878517917,1.6798908456304522,0.4941361440783491,Iris-setosa
+73,5.42540657017563,3.0,4.525363243238806,1.493870754738403,Iris-versicolor
+74,5.558926976551185,2.4427362977772873,3.812444335154435,1.08333581852321,Iris-versicolor
+75,5.588946189161186,2.896544394119044,3.686407733036935,1.3001469392919722,Iris-versicolor
+76,4.9277994623123575,2.411921283032855,3.2833550163689242,1.0489641254900528,Iris-versicolor
+77,4.4,2.8993611389799145,1.4057025318637788,0.20148188108380863,Iris-setosa
+78,5.7785255443155155,2.6820377893723344,5.089352322621112,1.9048773579694642,Iris-virginica
+79,6.304605363953276,2.702416755976744,4.9294538160531,1.8066658965226952,Iris-virginica
+80,5.069223821018438,3.3928464741238167,1.4235893309187033,0.29802659416827754,Iris-setosa
+81,5.088048088042115,3.3936981109312785,1.4953481166501974,0.20051849289724638,Iris-setosa
+82,6.098332742277129,2.607145465401412,5.5733697132857865,1.3925607225975614,Iris-virginica
+83,6.289618981344563,3.2857310213060917,4.69060654432374,1.5528986153179352,Iris-versicolor
+84,6.926930108040039,3.0899351570714755,5.103078934278556,2.3058935787640307,Iris-virginica
+85,7.899998800780589,3.820664312889253,6.347091963038747,1.9845092844892998,Iris-virginica
+86,6.708286677852754,3.3025025352702277,5.692445971785002,2.1003879761490585,Iris-virginica
+87,6.692700954584889,3.2938816529490778,5.751713541405484,2.499999628760793,Iris-virginica
+88,5.89471181518453,3.0,5.095700755747683,1.7976232951395565,Iris-virginica
+89,4.4,2.9147265445438406,1.3891741919573368,0.19767462422212045,Iris-setosa
+90,6.103896997761209,2.596666761564621,5.60431597751683,1.3983884136556093,Iris-virginica
+91,5.914230753919791,3.206587369271975,4.795377443286108,1.7992165022132132,Iris-versicolor
+92,6.293859280688099,2.5110354835559425,4.906614649588602,1.5169464763498026,Iris-versicolor
+93,6.404742085724519,2.8968907443337053,4.272198626224227,1.3086103511262948,Iris-versicolor
+94,6.821025736543265,3.0,5.534784346208582,2.0943667901832597,Iris-virginica
+95,5.404063866573716,3.0,4.505108618970903,1.4883673745296861,Iris-versicolor
+96,5.117725662632825,3.500471548185884,1.3978472411222567,0.29482756544774086,Iris-setosa
+97,6.628661149485875,3.1839636570137664,5.107242647642564,2.137971221091997,Iris-virginica
+98,6.494189168914263,3.2033119404721364,5.107607518574499,1.9944409175915143,Iris-virginica
+99,7.28580505417908,2.898468240048614,6.298033820434849,1.7997193574845425,Iris-virginica
+100,7.7227934841698165,2.603532190809644,6.899998905390724,2.2883643332441657,Iris-virginica
+101,5.403286489959621,3.0,4.534419783900116,1.4868966762138074,Iris-versicolor
+102,5.397658595746682,3.0,4.490331298649328,1.4814119319672978,Iris-versicolor
+103,5.983569287765133,3.0,4.786273501432757,1.7955599945690761,Iris-virginica
+104,6.84423571692659,3.0,5.503505021781242,2.1091466467027122,Iris-virginica
+105,5.607002552303872,3.0,4.115778118802933,1.2962776018115925,Iris-versicolor
+106,5.676348209906099,2.8009639344141615,4.450707181796139,1.2864150692398393,Iris-versicolor
+107,5.599762810884932,2.985834938214526,3.717937633395467,1.3163315835174962,Iris-versicolor
+108,6.5397910981169245,3.0,5.475791117150768,1.8131372598410367,Iris-virginica
+109,5.548350504197501,2.5133610322681963,4.143379780329401,1.1144261627336653,Iris-versicolor
+110,5.735769877134919,2.585722702335683,5.055753280072563,1.938292266920746,Iris-virginica
+111,6.849853485915193,3.217409665936376,5.793693233568438,2.3086895330290322,Iris-virginica
+112,5.689710306010064,2.492640241683433,4.990840552051776,1.9767895928681178,Iris-virginica
+113,4.783232796401704,3.0,1.3838583207893809,0.1,Iris-setosa
+114,4.603188365674772,3.388462177650706,1.3929469316731935,0.2999389260590144,Iris-setosa
+115,4.884143779748271,3.1007386011424156,1.619443933330972,0.1,Iris-setosa
+116,6.509204497896883,3.188565288981492,5.111081919599098,1.9964742183020134,Iris-virginica
+117,6.803172922966552,2.7960773852247325,4.7965153294574225,1.384686577287585,Iris-versicolor
+118,5.708220813425807,3.789696878860595,1.643798842214544,0.34507822489779344,Iris-setosa
+119,6.2899891342280965,3.289123149962599,4.694005580818286,1.5782926831001132,Iris-versicolor

iris/tab_ddpm/2/1/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/1/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.808513883128424,2.6746213674369335,5.087302466723962,1.9080490197220505,Iris-virginica
+1,6.022768117120107,2.7077747695706735,5.12863932901123,1.6081908635220565,Iris-versicolor
+2,6.00220439202376,3.0,4.805411151765282,1.8030715304359541,Iris-virginica
+3,6.291799599659661,3.2935926210415323,4.6755485978027735,1.5930116440628064,Iris-versicolor
+4,6.704519799806746,3.300098316349299,5.732234454425772,2.4999996292892916,Iris-virginica
+5,5.6862430614601935,3.0,4.068580711374796,1.343865701777354,Iris-versicolor
+6,4.870708075102642,2.4114235120241054,3.276927209613466,0.8905298550793121,Iris-versicolor
+7,6.197864195506286,2.200000335432251,4.495876086215885,1.4909068783568307,Iris-versicolor
+8,6.795222202456937,2.8215407390566978,4.778183843250827,1.4021002172582062,Iris-versicolor
+9,6.531446371059504,3.172648470040658,5.1382939061519295,2.041502989552317,Iris-virginica
+10,6.223817965516624,2.2,4.559399330547418,1.4970477269807294,Iris-versicolor
+11,5.923647707862473,3.1976422819845056,4.781000039182855,1.812800776623816,Iris-versicolor
+12,5.062579109366905,3.2855521900750166,1.474239946556741,0.3969077305908183,Iris-setosa
+13,6.707010671578706,2.5134050255924563,5.877720102683221,1.8014520506285516,Iris-virginica
+14,5.0770475439252465,3.6393330259413537,1.484158090250522,0.41509403434263925,Iris-setosa
+15,5.500385042378295,2.3959827859713263,3.8236496127193,1.1092752950516638,Iris-versicolor
+16,5.103980761572831,3.7544694625904986,1.59452572731718,0.2040890617242362,Iris-setosa
+17,5.999622839415772,2.2,5.01006095553733,1.4926083546139164,Iris-virginica
+18,5.657340598878966,3.0,3.9598170892177094,1.3455816787905839,Iris-versicolor
+19,6.278531734636828,3.29416364864727,4.693589233223298,1.59176149062175,Iris-versicolor
+20,5.075911651977651,3.549775309959842,1.4986856218237612,0.40569929967543755,Iris-setosa
+21,4.905435953697226,3.0,1.402608610974298,0.19981373920093895,Iris-setosa
+22,6.1095235327552615,3.0,4.606504645804518,1.402587516551712,Iris-versicolor
+23,5.972666525520698,2.8983080667142676,4.549127586122357,1.4956677382770756,Iris-versicolor
+24,6.722537976865032,3.1807518889986683,5.099321758783062,2.1875676293712214,Iris-virginica
+25,6.548835278396397,3.193111827225982,5.099349765443157,2.052419916125832,Iris-virginica
+26,4.809237869952739,3.0,1.3998519645039558,0.10000010708403032,Iris-setosa
+27,7.9,3.770283417108554,6.355981255346532,1.9687425582878508,Iris-virginica
+28,5.372184595416711,3.4062780700498285,1.4999386980164686,0.46275262745498447,Iris-setosa
+29,5.990019281281771,2.2,4.940879832419088,1.498516813391737,Iris-virginica
+30,4.488745260938663,2.2963882742717936,1.2987965725661028,0.29847770000347457,Iris-setosa
+31,6.704879193454037,3.0,4.998904955665981,1.705900847682358,Iris-versicolor
+32,6.295603973882464,2.7003993286684493,4.883303962801,1.790629894262363,Iris-virginica
+33,7.103200702927384,3.0,5.8445677026831735,2.1105843199170846,Iris-virginica
+34,5.156030397617402,3.7890491079506687,1.606208942080676,0.20314068416001269,Iris-setosa
+35,6.299711047269076,3.4046486862089114,5.608787770675356,2.407846802232058,Iris-virginica
+36,6.2742731005871795,3.298557164841029,4.715574413954641,1.6420722610679712,Iris-versicolor
+37,5.321746714314335,3.380816234950277,1.5822424188477338,0.4225885127560354,Iris-setosa
+38,5.393820700089457,3.3995026346441453,1.7022054244158966,0.20384494775162604,Iris-setosa
+39,5.510502146243228,2.6043748063588827,4.354996996058845,1.1953695120571035,Iris-versicolor
+40,5.756604283907554,2.7911570622857247,4.5328451189865,1.2772842551652899,Iris-versicolor
+41,6.69140003382968,3.2940822026290473,5.686612937894636,2.0953089333160095,Iris-virginica
+42,6.703363410822612,3.0,4.999605956818222,1.7039676403831165,Iris-versicolor
+43,5.77658883844298,2.793743701277239,5.0926201265065245,2.4090395350476292,Iris-virginica
+44,5.107258126915748,3.5187832211529915,1.4081371610765228,0.29684647240974005,Iris-setosa
+45,6.194032872884643,2.2000003765987626,4.471606954687441,1.5117606118107798,Iris-versicolor
+46,5.223308421783488,3.787958808063275,1.588828980606967,0.45463097535803176,Iris-setosa
+47,4.997810740523502,3.218135203755207,1.2000001967615146,0.2032876491003828,Iris-setosa
+48,5.597765943666066,2.6567522588710646,4.431484289955986,1.2134142197566304,Iris-versicolor
+49,5.995755696998022,3.0,4.777943312926145,1.7992462958928703,Iris-virginica
+50,5.751137712577974,2.529677487382606,5.031582840420395,1.9732512673274991,Iris-virginica
+51,6.242446531015368,2.2,4.4277296919594376,1.523291965189219,Iris-versicolor
+52,5.210405871048827,2.7152897059790657,3.88090433896002,1.383073401692109,Iris-versicolor
+53,6.318780669522717,2.479112422910025,4.880459438060086,1.5007211641005165,Iris-versicolor
+54,6.301197214015851,2.901304482803265,5.616282862986044,1.798706171791636,Iris-virginica
+55,5.735392004964783,2.522073078000685,5.005913451088262,2.0040416912693115,Iris-virginica
+56,6.786258108831882,3.1838657619476383,5.831167857215685,2.292643654051018,Iris-virginica
+57,5.903164537260245,3.2068652512525233,4.791549172151521,1.7950300283742147,Iris-versicolor
+58,5.749740201529012,2.594546524578376,5.061099644935009,1.9579273914575672,Iris-virginica
+59,6.795541404220845,3.0,5.4471001665856855,2.1181787629598086,Iris-virginica
+60,6.29091669875678,2.303031150895522,4.383623669055344,1.3030677804474684,Iris-versicolor
+61,6.719628042669623,2.4952295008383305,5.862030841531578,1.800701723463509,Iris-virginica
+62,5.865988825870189,3.0,5.109350379535034,1.802637105274771,Iris-virginica
+63,6.293064619912882,2.6976517607148005,4.851569576545492,1.7975303571878791,Iris-virginica
+64,5.400913172427346,3.0,4.512095400215485,1.4979744069029457,Iris-versicolor
+65,5.133058218985303,2.5929526594923638,3.5152060604234796,1.304412233470906,Iris-versicolor
+66,4.90394674126306,3.124114657353578,1.509216894268262,0.1,Iris-setosa
+67,6.298213735904004,2.4480452187763984,4.840728144123352,1.4749127307438095,Iris-versicolor
+68,5.00716262217557,3.3856333437198054,1.596849346223864,0.4277016983685525,Iris-setosa
+69,6.861321099494213,3.0,5.542224719117884,2.1038763311588067,Iris-virginica
+70,6.682255920712749,2.4872880380458713,5.7894492466398715,1.8060265990686015,Iris-virginica
+71,6.1009875449662845,3.0,4.59424919394254,1.400952701189641,Iris-versicolor
+72,6.99329719196362,3.0,5.885810290991024,2.0888687729083233,Iris-virginica
+73,5.572362710911532,2.9139638175452958,3.608586361037931,1.2976622592858937,Iris-versicolor
+74,4.612817516846627,3.219908276351724,1.4004269322089462,0.19868427699311464,Iris-setosa
+75,4.7983364274830524,3.0,1.4054241230933935,0.31584419403948544,Iris-setosa
+76,5.344427079387779,3.4054323911465785,1.6109760494035446,0.19958709790134588,Iris-setosa
+77,4.883549024552477,3.0,1.4091235144356982,0.2010188010510647,Iris-setosa
+78,6.398081358942807,2.90633477301802,4.305826777367823,1.2984413980536174,Iris-versicolor
+79,4.400000652749506,2.9036194268901423,1.375297023371153,0.1988809534003847,Iris-setosa
+80,4.989421226388553,3.3962315089879214,1.6044939460181096,0.43906306257179467,Iris-setosa
+81,5.61523126735278,2.985910983562023,3.657560803934438,1.3162109757882283,Iris-versicolor
+82,6.011163369105276,2.7034128426912534,5.101096338867411,1.5972917087638587,Iris-versicolor
+83,4.606864158328994,3.209246190772614,1.4013372642875626,0.20362173279699294,Iris-setosa
+84,4.862289456154683,3.0,1.3987589722121139,0.25079563169833025,Iris-setosa
+85,5.017557155249431,3.3117552257293488,1.3961049336605897,0.19986352030456112,Iris-setosa
+86,6.99231399582735,3.092207822628948,5.093956821707267,2.3083977146136267,Iris-virginica
+87,6.707376239342262,3.3006426248116707,5.764235459875767,2.1886749574907305,Iris-virginica
+88,6.303620086227981,2.7030262362376853,4.925531915310477,1.8016036922240566,Iris-virginica
+89,5.0012010544826895,3.4080846847046633,1.5014379048201738,0.42818231307484733,Iris-setosa
+90,4.990929551563128,3.221974585900092,1.200000216962901,0.20555277321176163,Iris-setosa
+91,6.2799646158071125,2.303168022848275,4.4264394243054745,1.287978599748317,Iris-versicolor
+92,6.006268148805424,2.7055001127069263,5.094865485271088,1.6208583684249986,Iris-versicolor
+93,5.212089689000405,2.7140930309100666,3.9361879688885715,1.4217089463436345,Iris-versicolor
+94,6.483531385271,3.0,5.83304665474935,2.187723185261622,Iris-virginica
+95,7.133530916558727,3.0,5.926326592005968,2.104322316622422,Iris-virginica
+96,5.132845115497579,3.4083037757745047,1.542559189538757,0.20031303642301201,Iris-setosa
+97,7.9,3.8583020268611574,6.405439873387133,2.014301626443008,Iris-virginica
+98,6.79313594520004,3.0,5.513334223603995,2.0934753974211793,Iris-virginica
+99,5.540750214097364,2.4497547574940928,3.805279242391724,1.1040228891160098,Iris-versicolor
+100,5.10890248474529,3.4833256236148538,1.4017308041663892,0.2970738173088822,Iris-setosa
+101,7.083568465225651,3.0,5.807420654959396,2.095172066998043,Iris-virginica
+102,6.299437074694431,3.3074864157204895,4.6694558863176185,1.5881620504915492,Iris-versicolor
+103,6.686366409094083,3.0,4.959530096720431,1.691383584927836,Iris-versicolor
+104,5.034519221683704,2.4839743952791236,3.2876135617191746,1.1117262166791242,Iris-versicolor
+105,5.779455501895917,2.794758828657007,5.115372608283938,2.404211919173863,Iris-virginica
+106,4.400000772717511,2.905461169795556,1.3960769041455467,0.20314049699461792,Iris-setosa
+107,7.141763040448255,3.0,5.884180329013181,2.1230935824119013,Iris-virginica
+108,4.985599894499074,3.209465179590402,1.2000001986098159,0.19884009775597367,Iris-setosa
+109,5.594913842489859,2.496090724531003,3.955226611804698,1.1068589379786693,Iris-versicolor
+110,6.632972687811095,3.0135226768432277,5.9043475598007005,2.2256997179045848,Iris-virginica
+111,5.092094793689951,3.5238077352209993,1.4026427294522792,0.29743551077764196,Iris-setosa
+112,5.396787584278226,3.4026507727528803,1.643641003253272,0.20074759000153158,Iris-setosa
+113,5.040791589879582,3.253629770256561,1.4714276674403592,0.2603474217622824,Iris-setosa
+114,6.7124876107824,3.0,4.986449702715383,1.6544765639202628,Iris-versicolor
+115,5.801081807922937,2.7033609712418625,5.09923195889038,1.9085326054620366,Iris-virginica
+116,5.393943104075023,3.3953734347970568,1.8013437763124056,0.19739848709595037,Iris-setosa
+117,6.70988365712966,3.0,5.007894349265061,1.7168447259428572,Iris-versicolor
+118,4.996461205019218,3.305009496722761,1.4059255433204418,0.19911197658302632,Iris-setosa
+119,4.910460222867289,3.0,1.3933655804040255,0.20393470963564705,Iris-setosa

iris/tab_ddpm/2/10/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/10/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.154071199955161,3.3323218403840946,1.6235231948812872,0.47016236919824117,Iris-setosa
+1,6.681694488384396,3.294149516338593,5.698705776700194,2.4999995898724965,Iris-virginica
+2,6.698564558750163,3.2971965127304195,5.758253999762353,2.5,Iris-virginica
+3,6.340370689238237,2.958011494004232,5.568918971286787,1.8086614938377155,Iris-virginica
+4,5.093028231155864,2.491080727492521,2.882968242125184,1.118396885067605,Iris-versicolor
+5,4.901787150549995,3.1031847912828185,1.6198154917039516,0.10000011670680323,Iris-setosa
+6,4.868186381956439,3.0701945567946285,1.496192807124004,0.10000009802251217,Iris-setosa
+7,4.797243646657319,3.0,1.3895226688816917,0.1,Iris-setosa
+8,6.290926579141583,2.8629946723859527,5.552687829697522,1.7963342732427745,Iris-virginica
+9,5.412859284373616,3.0,4.519829863875567,1.49136435331146,Iris-versicolor
+10,6.918199953470732,3.184501710844493,5.775994408777052,2.2912111295301285,Iris-virginica
+11,5.925114782842716,2.685651845430974,5.135068970590315,1.79542358518338,Iris-virginica
+12,6.475476297512822,3.0,5.7766299710735,2.1773238106265342,Iris-virginica
+13,5.07228819893051,2.4895627315978452,3.044480211222951,1.0845525785627528,Iris-versicolor
+14,5.183673672256286,3.6261364445830155,1.5439014376545366,0.424173326639844,Iris-setosa
+15,5.306385114706805,3.733071368106654,1.619658894375256,0.20101647775884066,Iris-setosa
+16,7.89999869461337,3.7870148174991356,6.39694629504814,2.0026114947002354,Iris-virginica
+17,4.891537744029008,3.0969626678453066,1.497802051524757,0.10000010217871158,Iris-setosa
+18,5.700335134319907,2.5001805956693435,5.003800183598832,1.994019949633545,Iris-virginica
+19,5.86044282715649,3.0,4.329099966840041,1.5776035140991511,Iris-versicolor
+20,5.667235491153372,2.999999958744401,3.7746656928547657,1.3431042776759572,Iris-versicolor
+21,7.699607259629689,2.6109395009463108,6.899998637134643,2.302940916855525,Iris-virginica
+22,6.684483642409732,3.298129652091873,5.668491498173681,2.4999995328051092,Iris-virginica
+23,6.485747943811995,3.208746413857114,5.119530459560289,2.01880504122227,Iris-virginica
+24,7.699652625874256,2.6079507196258516,6.9,2.2954522555444754,Iris-virginica
+25,6.520727700945228,3.0,5.853575269840171,2.2120078491769744,Iris-virginica
+26,7.703487263393024,2.6155401778247214,6.9,2.322808385447508,Iris-virginica
+27,7.9,3.824506266455832,6.392547406037102,2.0065868066361428,Iris-virginica
+28,4.8993717840607625,3.11364130095383,1.497411048165913,0.1,Iris-setosa
+29,6.119615263057068,3.0,4.634801363014325,1.374924292794309,Iris-versicolor
+30,6.288018842261465,2.3041709268068695,4.417218024954354,1.2879502307685202,Iris-versicolor
+31,7.691578424366157,2.5966694257502345,6.899998874968978,2.2999720425025685,Iris-virginica
+32,5.316644726659172,3.8715190759163995,1.4964682173573502,0.3767298320172867,Iris-setosa
+33,5.388477910674318,3.4035393242991834,1.641515072686523,0.1999829385945966,Iris-setosa
+34,5.081923256189796,3.3044996769640917,1.623319196744787,0.5052461631534579,Iris-setosa
+35,6.441081906879127,3.0,5.456789803590621,1.8052138649182479,Iris-virginica
+36,6.061539226693726,2.5990062335243493,5.597665706883144,1.3935606698456158,Iris-virginica
+37,6.005342090636362,2.7015428944732833,5.09411578367172,1.6053614296956058,Iris-versicolor
+38,4.592198507672871,3.403337302715563,1.4041515467562897,0.345019704280445,Iris-setosa
+39,5.093029011702387,3.3899479283675156,1.4980577663653083,0.20034842721129864,Iris-setosa
+40,5.180641683406308,2.6943414325046664,3.890781914909887,1.4079985608234464,Iris-versicolor
+41,6.687743283945826,3.304758529647503,5.680535617011958,2.5,Iris-virginica
+42,5.557437638718774,2.6367843381961333,4.398309953433504,1.2235523786703633,Iris-versicolor
+43,5.105678530662632,3.5127796880330924,1.513949068550789,0.19727906391868022,Iris-setosa
+44,4.891384951251874,3.082430629169598,1.5281722455202682,0.1,Iris-setosa
+45,5.515413148887539,2.386024294340066,3.802268643295578,1.0548037067704508,Iris-versicolor
+46,5.242314827947684,3.768159117066073,1.4973513041441637,0.21499870490934495,Iris-setosa
+47,4.896670387982156,3.103308130579247,1.4974189929492316,0.1,Iris-setosa
+48,4.4,2.9025755473818005,1.402080981017017,0.20237971452119197,Iris-setosa
+49,6.201868310335421,2.2,4.491096879357251,1.49623999737836,Iris-versicolor
+50,5.912040538317812,3.194185233640249,4.801886511029778,1.7994899524476309,Iris-versicolor
+51,5.096436767029453,3.398559905589484,1.5675421168737047,0.20875560175859717,Iris-setosa
+52,6.88433448130224,3.102034749126367,5.089553441495326,2.297307318044475,Iris-virginica
+53,6.0882628607303175,2.7951687621215004,4.711992673302789,1.19647946052415,Iris-versicolor
+54,6.691265343611397,3.299008476073243,5.740403717514061,2.5,Iris-virginica
+55,7.290427557221471,2.897277265881603,6.328152659940025,1.8020001906960867,Iris-virginica
+56,6.301558260328914,3.307990984817777,4.702064794000351,1.5912059819660849,Iris-versicolor
+57,4.4,2.878118436096993,1.400868990537237,0.18625749690551446,Iris-setosa
+58,5.110984132805545,3.827824786850665,1.6311097207839544,0.19717242164961463,Iris-setosa
+59,6.306581456053202,2.896036778253268,5.578242058556272,1.7986912084272424,Iris-virginica
+60,5.9095863307634255,3.0,4.185104462900655,1.4992903887933866,Iris-versicolor
+61,6.298039865841684,2.3075789946121583,4.407082075082761,1.2908498723802437,Iris-versicolor
+62,6.949065005010982,3.0917951239755412,5.087483030486798,2.3075137420444936,Iris-virginica
+63,4.618578566919775,3.3905914198514493,1.403720672117375,0.2879752717762538,Iris-setosa
+64,7.322832975050217,2.8992952298807535,6.272365788207255,1.8060024252801314,Iris-virginica
+65,6.304455719704543,2.91468644469082,5.582862278330682,1.7976754159958244,Iris-virginica
+66,6.7043970142772755,3.0,5.003556429889519,1.695898984469905,Iris-versicolor
+67,6.800711003774832,3.20501625328987,5.754254094217989,2.275037358455403,Iris-virginica
+68,5.0069804993136655,3.236009009727835,1.4674497650012908,0.44152920207542645,Iris-setosa
+69,6.034737200271428,2.5935087012181537,5.595768804176562,1.3678346144340714,Iris-virginica
+70,6.385305369478369,2.6851500393668175,5.178301110769748,1.883046089623939,Iris-virginica
+71,6.092459518209945,2.6072141471659536,4.891829479246989,1.8145357534699984,Iris-virginica
+72,4.5974148088293125,3.193652121538629,1.395031486861639,0.2048109291886851,Iris-setosa
+73,7.8999989955425445,3.832314621546848,6.415408470236646,2.0042216609086907,Iris-virginica
+74,6.105515038898953,2.805684816212587,4.735595620733623,1.1981032883887521,Iris-versicolor
+75,5.816142151138873,2.7842599793509697,5.089400117650322,2.3983946124572344,Iris-virginica
+76,5.6913285766352155,3.807086606404173,1.544370847732426,0.37375420430064477,Iris-setosa
+77,6.175240150983351,2.9360027613715207,4.346248881448958,1.4071631017383992,Iris-versicolor
+78,5.99813251328481,2.6898652398958918,5.103124651352158,1.6057786084808956,Iris-versicolor
+79,5.771981886776215,2.78762784478584,5.098192462615109,2.3971127343365937,Iris-virginica
+80,5.110342116602415,3.2995083269130863,1.6547821281285855,0.46993764705789687,Iris-setosa
+81,6.302407794549478,3.2778843785465877,4.732154560522002,1.5949185707023112,Iris-versicolor
+82,5.5445953043319545,2.658848484253725,4.233319968609843,1.2933326248648809,Iris-versicolor
+83,6.012548364027039,2.706841214921263,5.098201969703191,1.5859430795488867,Iris-versicolor
+84,5.843936693318861,2.91800628315875,5.080434005146272,1.8287043462072108,Iris-virginica
+85,4.633675095004556,3.192987420865929,1.3971150681720914,0.1968945169094526,Iris-setosa
+86,5.788880951931151,2.67017301487355,5.07373826560954,1.902648751786399,Iris-virginica
+87,5.076846540053854,3.625405879405582,1.4988435187195965,0.4226811740727634,Iris-setosa
+88,5.9684687097247515,2.2,4.967713074059272,1.4913921956185365,Iris-virginica
+89,5.903295604307303,3.2015278211544222,4.825285475654268,1.7898920979213868,Iris-versicolor
+90,5.508948845004011,4.2,1.4000747774903357,0.20670265389813958,Iris-setosa
+91,5.601591209993054,3.0,4.148014332564118,1.277921416396534,Iris-versicolor
+92,5.0687885062386915,3.7835124084824407,1.6673216917020401,0.20070039152884014,Iris-setosa
+93,5.0932470127863345,3.6977887969922327,1.5330290780067888,0.3759019759407902,Iris-setosa
+94,5.002279599700674,3.206631716388515,1.2,0.19436158534607326,Iris-setosa
+95,6.698797863587211,3.2926872671037417,5.75442468715345,2.4999993500757247,Iris-virginica
+96,5.001812095803926,3.396127491568685,1.619437821067689,0.41839897134685533,Iris-setosa
+97,5.716754887002655,2.4988510315519736,5.002134968865099,1.9982039705141057,Iris-virginica
+98,5.350775243892431,3.3919280123841875,1.618832705159576,0.19908138326532665,Iris-setosa
+99,5.803117501476886,2.8030135435719163,5.117269678475496,2.404745684916759,Iris-virginica
+100,6.688752459958126,3.0,4.998737511684841,1.6788875575186375,Iris-versicolor
+101,5.591424685902835,2.861491898443188,3.6609009721147316,1.2912522803054942,Iris-versicolor
+102,5.138868543245446,2.6598937924725896,3.855883108048541,1.383967287577803,Iris-versicolor
+103,6.3092707491978315,2.8961919081019203,5.6201352149357415,1.795108325247798,Iris-virginica
+104,5.59846135027414,2.5577237061162417,3.9181251396685766,1.1491000985765114,Iris-versicolor
+105,5.095964045527514,3.3069121346566694,1.7058599561208532,0.4906296157678435,Iris-setosa
+106,5.924849406239436,3.0,4.244493499587689,1.4945358352703055,Iris-versicolor
+107,5.605248931085999,2.920411386127862,3.551530053381552,1.3010882686774015,Iris-versicolor
+108,6.698939213880393,2.5012933824378067,5.85404860476586,1.8033202835551438,Iris-virginica
+109,6.853239687705129,2.774392512913073,4.822249475401774,1.4050009992167822,Iris-versicolor
+110,5.791724209029821,2.7925277607437615,5.102864367991987,2.3883313850470578,Iris-virginica
+111,6.814786244058235,2.7996166286716697,4.835037267241171,1.4059774393408837,Iris-versicolor
+112,6.035745733337632,2.8927059694280217,4.595092582099371,1.3271749699668023,Iris-versicolor
+113,7.8999989739631635,3.7735473964083135,6.386702802516103,2.0169597935317176,Iris-virginica
+114,4.993889465903952,3.217151439104059,1.2,0.20340963341938612,Iris-setosa
+115,7.14906572536311,3.0,6.026674000856968,2.0503839266393324,Iris-virginica
+116,5.483648966520069,3.480818683947392,1.5239379083546487,0.39245486374591987,Iris-setosa
+117,6.70583086797598,2.5010365071080853,5.811543371018962,1.7983765115418016,Iris-virginica
+118,6.371646538426994,2.700786827024858,5.26279937255819,1.910450573926785,Iris-virginica
+119,7.9,3.828204773483011,6.360494368074783,2.017356040488043,Iris-virginica

iris/tab_ddpm/2/11/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/11/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.992614828304064,3.0,4.996633876470017,1.8030083195251239,Iris-virginica
+1,6.094795798526183,2.967459340114556,4.525592724349006,1.4628389486468403,Iris-versicolor
+2,5.462040682495053,4.2,1.3880472302153772,0.19838710703749715,Iris-setosa
+3,4.996322381796167,3.2048400730865065,1.2000003022287382,0.20363705237539512,Iris-setosa
+4,5.796574649356234,2.8200107862186883,5.101791307867682,2.4040378637991644,Iris-virginica
+5,5.910626424112633,2.8174724719502557,4.631326506007841,1.2740199053915908,Iris-versicolor
+6,6.819722053703105,3.217662852146408,5.854191173713014,2.3124257255092324,Iris-virginica
+7,6.385324850264601,2.898775828303067,4.310952333654806,1.2894517826310714,Iris-versicolor
+8,6.457884139334894,3.152046965618841,5.096001776982062,1.9833461287472565,Iris-virginica
+9,4.9039727117094944,3.1027756944476175,1.4957463378708005,0.1,Iris-setosa
+10,5.091842141036493,3.393357815778236,1.499674795947369,0.2012741847160258,Iris-setosa
+11,5.426160722689015,3.8728696948464245,1.6454944241417473,0.39305630338380365,Iris-setosa
+12,7.315133991573809,2.9154642539626705,6.321076461424767,1.80339798518929,Iris-virginica
+13,5.586904169979754,2.4907955457804998,3.8935696213723405,1.1190243135957811,Iris-versicolor
+14,5.387436509232258,3.0,4.493746973956237,1.4884741531605286,Iris-versicolor
+15,5.615484686792058,2.5035297041595865,3.881192897881851,1.0863770762421825,Iris-versicolor
+16,5.89861889525334,3.2062050117521848,4.807483112578349,1.7978663441234453,Iris-versicolor
+17,4.798753960536195,3.0,1.4006688720451181,0.32191718006814796,Iris-setosa
+18,4.9016079276419955,3.087818999849174,1.5885588014393324,0.1,Iris-setosa
+19,4.990331428830797,3.212153025369958,1.2,0.19563517850475262,Iris-setosa
+20,6.774763899540735,3.176104742419046,5.872174836246348,2.288007024066375,Iris-virginica
+21,6.079434967463886,3.0,4.597430411846427,1.4333870394812307,Iris-versicolor
+22,5.929150344506722,2.549355948734346,5.055029836008624,1.9433408197006286,Iris-virginica
+23,4.812028319706835,3.0,1.3989298776969645,0.1,Iris-setosa
+24,6.6639017326814445,3.292265018164244,5.666981046647218,2.499999432140226,Iris-virginica
+25,4.906165388957847,3.09592025844892,1.4930465017167276,0.10000011834128951,Iris-setosa
+26,4.590128820131208,3.404381399043243,1.3928059161524027,0.2990041489202948,Iris-setosa
+27,6.106803325946852,2.8003025982813146,4.701446117302173,1.203499735325765,Iris-versicolor
+28,5.086593892552471,3.4724771575888345,1.4024941134403255,0.2893706767520396,Iris-setosa
+29,5.665206557635739,2.739824429261335,4.3330425914963655,1.310561156050012,Iris-versicolor
+30,5.794523129878708,2.8146265181894563,5.093143646855069,2.399775712674065,Iris-virginica
+31,6.342441489360421,2.7387350225742595,5.403198485535259,1.8605997975215884,Iris-virginica
+32,5.576837169310073,3.0,4.136779019250947,1.3047827317820646,Iris-versicolor
+33,5.102474154804653,3.2997784870954923,1.5512551391165723,0.502197465100793,Iris-setosa
+34,4.870835973681513,3.248354726189227,1.3984342249525246,0.20043138857352075,Iris-setosa
+35,5.389742224163618,3.3937426487150013,1.6825104837807947,0.19684730066308812,Iris-setosa
+36,6.6716338765222325,3.298573126282692,5.678190775598224,2.086320112687276,Iris-virginica
+37,6.437875907556777,2.885520626338978,4.298886532236031,1.2841107953177464,Iris-versicolor
+38,5.9530147670862945,3.0,5.143592574449773,1.800548471864271,Iris-virginica
+39,5.34197827304425,3.620921421258183,1.5252781005356304,0.20044269370982348,Iris-setosa
+40,6.214291065274356,2.5495016386173064,5.00332182917662,1.5428341945559518,Iris-versicolor
+41,5.48817108677994,4.1999991429250265,1.406915642681887,0.2040594354230973,Iris-setosa
+42,5.608732662030803,3.0,4.132029762878549,1.3091917538214806,Iris-versicolor
+43,5.189580813339508,2.704522852316405,3.817320364809404,1.4121819347604276,Iris-versicolor
+44,6.4153158659666785,2.897780806982859,4.240370544136487,1.3296453523485667,Iris-versicolor
+45,5.034642759292152,2.4749980078300835,2.8914595457453744,1.0861153449499197,Iris-versicolor
+46,5.88226332285736,3.0,4.256595041175696,1.4950811474640735,Iris-versicolor
+47,5.535677477493781,2.5273959427382025,4.273156433134443,1.1161307708894295,Iris-versicolor
+48,6.045410685311679,2.809318672864046,4.70991507116819,1.2090165082802367,Iris-versicolor
+49,5.118297363129887,3.7761875490286627,1.558343384702558,0.3668341549831874,Iris-setosa
+50,5.228204802789997,2.5910304594552387,3.434427963282264,1.2027808875183408,Iris-versicolor
+51,5.1002123887142705,3.3055303006434062,1.496495059226758,0.4562228424414458,Iris-setosa
+52,7.681743960566088,2.5987091280518,6.899998844252652,2.294730162028769,Iris-virginica
+53,4.997647164910562,3.394562057721692,1.5615637364920123,0.3685349506587382,Iris-setosa
+54,5.867410894006342,3.0,5.105449538234235,1.7906444804511008,Iris-virginica
+55,5.7188639884663885,3.818350970537005,1.800739569281374,0.2990833637093717,Iris-setosa
+56,7.0270172872508985,3.0,5.764160644794301,2.1059039611511414,Iris-virginica
+57,6.389936254949513,2.932114370645288,4.345150321820352,1.3223211865802258,Iris-versicolor
+58,6.296138321494875,3.4069071346201114,5.608154468912037,2.3983606165755393,Iris-virginica
+59,7.697535808981109,2.5834632954799157,6.9,2.2855888354315024,Iris-virginica
+60,4.905081365769021,3.104024783839547,1.4980286079020473,0.1,Iris-setosa
+61,5.3623493891341925,2.550892992893161,3.943540171382436,1.150292838160643,Iris-versicolor
+62,7.9,3.812905192190722,6.3719114908526855,1.9921590319678528,Iris-virginica
+63,5.422481928976092,3.0,4.544737995063599,1.503561965039055,Iris-versicolor
+64,5.089854517170687,3.399053074658958,1.5125925206855364,0.20080333920574356,Iris-setosa
+65,5.317764137449652,3.395265291252647,1.6299434915878988,0.20322856313712975,Iris-setosa
+66,6.290366691613254,2.501635147805408,4.908077491574686,1.49557318358485,Iris-versicolor
+67,5.177111700652513,3.7559263659462414,1.5615003488545847,0.20167220480788053,Iris-setosa
+68,5.779707476857874,2.744478765712421,4.5901898817307965,1.2472943944960597,Iris-versicolor
+69,5.509504352748393,3.0,4.553943556239964,1.571483651165405,Iris-versicolor
+70,6.871063559899826,3.2011693777504266,5.9036285517253555,2.3076785546406082,Iris-virginica
+71,5.4641997965817195,4.199999210224971,1.39578054737852,0.21355595598184146,Iris-setosa
+72,5.68405221554818,3.789639168134772,1.6092677573401675,0.30530045361524305,Iris-setosa
+73,6.211488514597871,2.200000309629661,4.515571047737615,1.508435409905911,Iris-versicolor
+74,5.578378686406473,3.630927222627188,1.602223851338011,0.33150966648107877,Iris-setosa
+75,6.106207017384142,2.9620863772995123,4.643894620703334,1.3382763510371736,Iris-versicolor
+76,6.176823139535822,2.2000002789732225,4.47718533782178,1.5037698980413388,Iris-versicolor
+77,6.471935931454078,2.664219908798386,5.391643067830719,1.8875718513695094,Iris-virginica
+78,6.3888146737973655,2.6996945852248544,5.274126305436927,1.8729523710113543,Iris-virginica
+79,6.176637652571212,2.2000002752107783,4.479374608107325,1.4966315533639556,Iris-versicolor
+80,6.8121721415212475,2.8083991626499913,4.828214945244117,1.4091431558934722,Iris-versicolor
+81,5.616647706566164,2.4862730233811856,3.818978369505966,1.0814744923596138,Iris-versicolor
+82,4.908021652064636,2.4062848020268603,3.317843873166378,1.0546692944207827,Iris-versicolor
+83,5.129133717021963,2.4824176357158123,3.046029416883087,1.0940067343659043,Iris-versicolor
+84,4.81434667899547,3.0,1.4063083591815648,0.35014573703229745,Iris-setosa
+85,4.793130744783855,3.0,1.3938076606075873,0.1,Iris-setosa
+86,6.121778509445832,3.0,4.6072995799286955,1.3918470712794035,Iris-versicolor
+87,6.306548619606942,2.7026469995992555,4.903841388558641,1.7990836102686785,Iris-virginica
+88,5.101378716994162,3.4664997392975727,1.4002751798248,0.2984539241042851,Iris-setosa
+89,6.633187816701355,3.2004284190070313,5.544859305483976,2.0114330719337805,Iris-virginica
+90,6.497843894309777,3.1891223285848573,5.091174033977067,1.9915300922367722,Iris-virginica
+91,5.888909843571995,3.1950638403587437,4.783643773959926,1.8009420168124004,Iris-versicolor
+92,5.549902765948873,2.6785236396350323,4.389546403168412,1.2566760603974398,Iris-versicolor
+93,4.995914963631484,2.451563804434406,3.0679438662340743,1.081718292887489,Iris-versicolor
+94,7.319773729025776,2.8987379300179215,6.289452823035895,1.7988011667377646,Iris-virginica
+95,6.863155095850023,3.105150379481941,5.096495652267035,2.2924185215226807,Iris-virginica
+96,6.707302836211343,3.0,4.9934405362666645,1.7075000990692966,Iris-versicolor
+97,6.299535284902334,3.394960074878557,5.620193595350706,2.400878385158424,Iris-virginica
+98,4.49760478628191,2.301322978970857,1.2982873495712086,0.29630984101840396,Iris-setosa
+99,5.959145998514336,2.2,4.954062166628349,1.4669992733961408,Iris-virginica
+100,6.684825335136113,3.2980546257993346,5.722231470494675,2.1144228045703994,Iris-virginica
+101,4.6241233550944,3.2021748710581863,1.4029881256343417,0.20101027557043946,Iris-setosa
+102,5.79943385108721,2.7822931605689636,5.112642120883661,2.3973756569269686,Iris-virginica
+103,5.34951617328949,3.8612785608833655,1.6718300999025923,0.4115222809331386,Iris-setosa
+104,5.498693256992643,2.5408310809820196,4.177935472535752,1.1573665725533335,Iris-versicolor
+105,5.135533318121285,3.5334543457620606,1.4026222797060257,0.2993181023461536,Iris-setosa
+106,6.655367915446507,3.1407864553445934,5.099794222046801,2.108099920057502,Iris-virginica
+107,5.604708510666821,3.0,4.165340959562894,1.3430451855892849,Iris-versicolor
+108,7.318537758104892,2.904931660832321,6.319534017459997,1.8038452931366091,Iris-virginica
+109,6.311273604037074,2.298176126725307,4.38053300712949,1.3094586084318651,Iris-versicolor
+110,6.674203615598619,3.2951263596141485,5.668714051075722,2.5,Iris-virginica
+111,5.33171500169353,3.8451310082047434,1.6133975284831166,0.35363111269824576,Iris-setosa
+112,6.762753056522773,3.1828606938120587,5.909348577434434,2.3072754177491284,Iris-virginica
+113,4.902593613502046,3.0998225589920643,1.4965399001146606,0.1,Iris-setosa
+114,4.814303697652438,3.0,1.4045448734456414,0.2867267606064159,Iris-setosa
+115,5.118376679617898,3.7927346947886322,1.4998337380023856,0.19956113451569968,Iris-setosa
+116,7.257963680961213,2.8959705419173694,6.286227560768304,1.7975478144862542,Iris-virginica
+117,6.686707935629264,2.500630521834161,5.777923258311423,1.7970999390488673,Iris-virginica
+118,5.39689181417996,3.3931809711038747,1.6953252064084956,0.19682667323463734,Iris-setosa
+119,6.308907853475266,3.3056089589402564,4.70209647738619,1.5968847323634405,Iris-versicolor

iris/tab_ddpm/2/12/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/12/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.705531083340023,2.472511980124235,4.9714413030317,1.9804370162177756,Iris-virginica
+1,5.600976406220092,3.0,4.1125730475422815,1.2759931598067333,Iris-versicolor
+2,4.9051327559572755,3.0890481563293797,1.4987771868214512,0.1,Iris-setosa
+3,5.888082374065063,2.9398010778818096,5.107017101423734,1.8091689436986682,Iris-virginica
+4,5.679115388971657,2.4776186297249554,5.006719440194691,2.020723104620898,Iris-virginica
+5,6.012615209638691,2.20000027120161,4.991077247839893,1.491384197773057,Iris-virginica
+6,5.102760097954877,3.5269371089291663,1.3970988277590637,0.3124642274079323,Iris-setosa
+7,5.368576351847829,3.6892551766492505,1.4969819245666907,0.34611199138897314,Iris-setosa
+8,4.504145636477271,2.296070302762442,1.2955349311126938,0.2942535838206015,Iris-setosa
+9,6.002169009109361,2.2000002842214643,5.008485610542986,1.4881695830443895,Iris-virginica
+10,6.6106842931969805,3.2320734859174114,5.556036730088651,2.02108000109044,Iris-virginica
+11,4.809324824489148,3.0,1.4020099092390352,0.1,Iris-setosa
+12,6.468706158021066,3.0,5.525571642432408,1.7935691562228362,Iris-virginica
+13,5.125087890997694,3.4058593887675666,1.4989408082384703,0.19823418353352876,Iris-setosa
+14,6.293496423649431,2.294858154495224,4.397582407319321,1.2833003556421516,Iris-versicolor
+15,6.10046625915906,2.7913313747795385,4.693212626900437,1.1786328047357684,Iris-versicolor
+16,5.974962013147583,2.2000002735925746,4.987462863160095,1.504391598093426,Iris-virginica
+17,5.977286884143916,3.0,4.769022873350452,1.7939729858394413,Iris-virginica
+18,4.400000490721478,2.9000844341542735,1.3944700320074925,0.19889086190788335,Iris-setosa
+19,7.691153370932221,2.605505982582412,6.8999983574428185,2.289556423925875,Iris-virginica
+20,6.876191588678453,3.203096436677223,5.699286860908344,2.2938800281661607,Iris-virginica
+21,5.352597953600021,3.6532147618564137,1.5086006021102225,0.20254764753553414,Iris-setosa
+22,4.8061724993866894,3.0,1.4017949422972231,0.10000009172474293,Iris-setosa
+23,6.68939458528184,3.0,5.009484908007973,1.6993798384368222,Iris-versicolor
+24,6.312832371145037,2.3240202549321953,4.411038245150098,1.3068884769700029,Iris-versicolor
+25,5.097596495211355,3.301171509924362,1.6690472002884986,0.4829528048089177,Iris-setosa
+26,6.557679107177142,3.0,5.810262071240424,2.213149473243978,Iris-virginica
+27,5.2040117880882875,2.6955843497703995,3.8092670319365953,1.412354851217555,Iris-versicolor
+28,5.761543168647131,2.651606667585259,5.069602286473991,1.9281739616655327,Iris-virginica
+29,7.353837852674823,2.8999156652906932,6.3079090876799935,1.8025587928358695,Iris-virginica
+30,6.2828494275483715,2.6947582059684163,4.911210419119857,1.8036065580973037,Iris-virginica
+31,5.200393724791732,3.791322613669743,1.460095540823103,0.4085821110511165,Iris-setosa
+32,6.025490966913242,2.7132646470747304,5.1032999568719255,1.619521853545581,Iris-versicolor
+33,7.7056443701349595,2.597231698843871,6.89999870484265,2.29358318108539,Iris-virginica
+34,6.676869365656657,3.3027235415635205,5.680603373034753,2.097161056941402,Iris-virginica
+35,4.770305120635045,3.0,1.3972055507907477,0.29988912838362547,Iris-setosa
+36,4.90179252086039,3.1111813969336866,1.5577730821324998,0.1,Iris-setosa
+37,5.811293121943029,2.7320665405969766,5.104108799870123,1.841243718129001,Iris-virginica
+38,6.3050856632716155,3.2917811422593264,4.71886146888098,1.6164564396627898,Iris-versicolor
+39,5.790573082452641,2.7190427839260964,5.0965273443431665,1.8932825391050898,Iris-virginica
+40,4.806202922204149,3.0,1.3954875124419615,0.29471760485046644,Iris-setosa
+41,5.340891785114001,3.87088769336451,1.6439520223469999,0.42394076420683857,Iris-setosa
+42,4.896859133787609,3.0,1.40206089428684,0.20095447348150022,Iris-setosa
+43,6.309946068764994,2.9083439757640495,5.625770620875367,1.7964725087152345,Iris-virginica
+44,4.4930730005956,2.2999515197406484,1.2953984035736277,0.29789671720676414,Iris-setosa
+45,4.901258014984062,3.0859199480100297,1.526237543537587,0.10000011095699429,Iris-setosa
+46,6.0066508799124785,3.0,5.169703298021345,1.7982612507735383,Iris-virginica
+47,5.1381727160675466,3.400614129322005,1.4966970560511197,0.20016020751181643,Iris-setosa
+48,6.517660185746524,3.0,5.485466113073583,1.8031402127055194,Iris-virginica
+49,4.5941934595683875,3.4054617401648626,1.401190840230292,0.2999518768056864,Iris-setosa
+50,5.489986478560602,4.2,1.402402504593348,0.21018264403970088,Iris-setosa
+51,5.882823658779465,3.0,5.092651087272879,1.7941033645254254,Iris-virginica
+52,6.167343920009454,2.2,4.517566225815116,1.4917877398447208,Iris-versicolor
+53,5.420216113167947,3.4412771148470434,1.7985895058276047,0.2035270815050337,Iris-setosa
+54,6.790058968337094,3.0,5.534071324018278,2.104787403404948,Iris-virginica
+55,6.313837251901467,3.4096069637748894,5.594238740140675,2.402616480572807,Iris-virginica
+56,6.002412092969982,2.949083723469447,4.468248648667155,1.4917416200625824,Iris-versicolor
+57,7.692137718784041,2.58863767378584,6.9,2.29951618767864,Iris-virginica
+58,6.5294747410647345,3.0,5.455861995765279,1.8027212301160918,Iris-virginica
+59,4.8186127109503065,3.0,1.4043177525287633,0.2954964093475055,Iris-setosa
+60,5.784855536795979,2.6828790968198093,5.094846111671905,1.9097097011217834,Iris-virginica
+61,6.768195387866622,3.145601227637113,5.106035783992136,2.2347002109466243,Iris-virginica
+62,5.9997425149081325,2.200000290696598,4.983973119894204,1.5068360519395596,Iris-virginica
+63,5.0878599156778455,3.6562397161078675,1.510866606547842,0.3858564036672238,Iris-setosa
+64,7.249068144390498,2.890600523446286,6.269370051255183,1.7981034110117202,Iris-virginica
+65,5.22242757311667,3.7439790123559833,1.5832357492125528,0.19999057839927767,Iris-setosa
+66,6.838946834117958,3.191007880996615,5.8164790488026865,2.3152661447997303,Iris-virginica
+67,4.596472645998654,3.187835720883901,1.400219195412511,0.1935234972970165,Iris-setosa
+68,5.511172037240793,4.2,1.405425028825426,0.2104599307456186,Iris-setosa
+69,5.560458755439012,2.6731180346508516,4.237187339672668,1.2786459237475036,Iris-versicolor
+70,4.500600695171098,2.310118611934509,1.3020910993479102,0.32901282577818125,Iris-setosa
+71,5.71775451755669,2.5006189555196294,4.986182318416116,2.000624571617818,Iris-virginica
+72,5.004768032859949,3.308018976077142,1.4041199303870404,0.19639459643578858,Iris-setosa
+73,6.107880124354071,3.0,4.583102284479211,1.3729675289639443,Iris-versicolor
+74,4.881847168227978,3.0739446989356543,1.4879508802765813,0.10000011083823193,Iris-setosa
+75,7.061666458794202,3.0,5.6851418249482375,2.102896593344429,Iris-virginica
+76,4.585463958398061,3.198154180866453,1.396608049286837,0.20016981184321248,Iris-setosa
+77,4.601363332827917,3.1970019481941514,1.403654799547419,0.212117295859986,Iris-setosa
+78,6.3059506457421985,2.4971048693335525,4.945296996234017,1.5076599370109347,Iris-versicolor
+79,6.310320751854748,3.418648242823906,5.611324058208935,2.4004954059522303,Iris-virginica
+80,6.038826349574171,2.2,4.999400117259082,1.5288554691168785,Iris-virginica
+81,5.301803947200312,3.39163749723806,1.615393249800148,0.19909525758012303,Iris-setosa
+82,4.792699186344376,3.0,1.3982020980689023,0.2977304904736603,Iris-setosa
+83,5.208406688187659,2.668660599392568,4.006739425315639,1.3926009358846692,Iris-versicolor
+84,6.894743194102231,3.1533849226539132,5.795767119392371,2.2724286931054762,Iris-virginica
+85,6.907426999000301,3.0802611417113424,5.105322697977086,2.2998348747675093,Iris-virginica
+86,4.777761371752018,3.192618410414517,1.402645322715092,0.19473651691814303,Iris-setosa
+87,7.28599437977542,2.9067597078899214,6.302184953353861,1.8015164803696044,Iris-virginica
+88,6.508293307622292,3.0,5.761977134350028,2.2052892413449077,Iris-virginica
+89,5.805626558467971,2.8028083552808027,5.098576167460724,2.407586732786718,Iris-virginica
+90,7.314646487423342,2.9031252983193157,6.329573668994868,1.7979201163522025,Iris-virginica
+91,6.30311199010822,2.6970437038005883,4.956774181550408,1.7971084995275113,Iris-virginica
+92,7.670528608441297,2.60947167051609,6.899998539371635,2.298281891689103,Iris-virginica
+93,5.810372186476972,2.810244549027731,5.0929293808217935,2.393654693802057,Iris-virginica
+94,4.893018448970251,3.1214424797260882,1.4961565124587999,0.10000009598425763,Iris-setosa
+95,7.723727916996649,2.6031910062066714,6.9,2.306028790429881,Iris-virginica
+96,7.718779548516956,2.607517286374513,6.9,2.3180904347351445,Iris-virginica
+97,7.038734287079631,3.0,5.886657945198082,2.1621684812053164,Iris-virginica
+98,4.902800387975984,2.4028852925190005,3.2257776229187063,1.0072939368577685,Iris-versicolor
+99,7.73782527550131,2.626405765356359,6.9,2.3007604584311743,Iris-virginica
+100,5.807129968616715,2.8245753674736758,5.110977519692202,2.404122115667156,Iris-virginica
+101,6.044046731583335,3.2445125386155382,4.779204353892692,1.7556565346580195,Iris-versicolor
+102,6.856913477592933,3.1974987615393546,5.8098491795597536,2.297699753222786,Iris-virginica
+103,5.895051116613933,3.211305829068668,4.802282169238923,1.8006065214265,Iris-versicolor
+104,7.104292563135127,3.0,5.801319119174569,2.1349738039285944,Iris-virginica
+105,4.803185194215102,3.0,1.3987662903929938,0.32320609359549546,Iris-setosa
+106,7.093287208634436,3.0,5.8418511356888505,2.112018726436197,Iris-virginica
+107,5.232824191978693,2.6801311199916844,3.9284005075609083,1.395103973053721,Iris-versicolor
+108,7.124667851415743,3.0,5.974993833148243,2.0645319075330684,Iris-virginica
+109,6.026039602658892,2.9126179547391713,4.44562471190092,1.525511561489222,Iris-versicolor
+110,6.493060509191405,3.0,5.867143434122377,2.223043083078908,Iris-virginica
+111,5.8298870447395,2.809040983004443,5.102576215801997,2.4043908235756475,Iris-virginica
+112,5.622204604177471,3.0,3.9627050181026537,1.3187999097037169,Iris-versicolor
+113,5.59510416257183,2.8767369581805724,3.6198490751427257,1.2678835007997937,Iris-versicolor
+114,5.824714977001241,2.8764051975535176,4.570442245227975,1.3205461277635517,Iris-versicolor
+115,5.0645827342587015,3.555305359956579,1.4966783564527337,0.3913445296846345,Iris-setosa
+116,5.434579590441829,3.407848261990839,1.8099469493096771,0.20033317910351067,Iris-setosa
+117,7.697107657149697,2.600086589633317,6.9,2.2777784700958854,Iris-virginica
+118,5.03577139018767,3.5155354042605387,1.5966829620088252,0.41973461245226756,Iris-setosa
+119,6.54668200195681,3.0,5.5109759665686395,1.797328443873449,Iris-virginica

iris/tab_ddpm/2/13/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/13/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.550705193834064,2.4427679795071726,3.8039856415652364,1.0875069101785118,Iris-versicolor
+1,6.399748945682056,2.90589107137543,4.315026701118741,1.3032824536953673,Iris-versicolor
+2,5.958545785639875,2.6919225174717134,5.084581750757725,1.5641901781142795,Iris-versicolor
+3,6.164316201083611,2.2,4.440033781643481,1.5041845685086304,Iris-versicolor
+4,5.578719793330353,2.899547408194197,3.5582503083910764,1.3304143830702073,Iris-versicolor
+5,5.003891768631324,3.201246134065155,1.2,0.19961306324562136,Iris-setosa
+6,6.498455797413592,3.0,5.5041655247653605,1.8008496701860774,Iris-virginica
+7,6.122333763522024,2.607656665554504,5.589586361585889,1.42424847694386,Iris-virginica
+8,4.600050963848718,3.18598505153959,1.4005145353338708,0.1964295177228722,Iris-setosa
+9,5.015992913007912,3.324718189378341,1.4085637276815757,0.20420230691928515,Iris-setosa
+10,6.509143763557856,3.0,5.516129546532538,1.8021724313917746,Iris-virginica
+11,6.306211035392216,2.709676077383908,4.92248967977134,1.7963729585267847,Iris-virginica
+12,6.030223662424054,3.0,4.562270446495452,1.3691370161803849,Iris-versicolor
+13,4.931378276680654,3.0571462131575786,1.405040679415886,0.20187183121936392,Iris-setosa
+14,5.587294608402356,2.508859263886917,3.9478084650109824,1.0848465689649616,Iris-versicolor
+15,4.892404481915029,3.0,1.3997298145949233,0.19331743115127736,Iris-setosa
+16,7.308774477175339,2.909931434541426,6.290001469310294,1.797931718825562,Iris-virginica
+17,6.1740473461798135,2.2000002812304826,4.455006661455135,1.4860794181671404,Iris-versicolor
+18,6.5473719747712185,3.208882473279909,5.0837504624352166,2.0289951909378963,Iris-virginica
+19,6.497439885396287,3.0,5.522725933881386,1.7980022190326248,Iris-virginica
+20,6.71094708426516,3.3033409042417268,5.695393639010033,2.0981031598099324,Iris-virginica
+21,4.883566810488846,2.39309640704767,3.25530715201644,1.0153898904198355,Iris-versicolor
+22,6.299981612507789,2.3087980022945334,4.412000676320557,1.3000705688940335,Iris-versicolor
+23,6.746153012378093,3.0,5.011496402298501,1.7147619191693955,Iris-versicolor
+24,5.433803709274404,3.446080940605685,1.5842540240514502,0.40562050881629325,Iris-setosa
+25,6.294386433415625,2.3093829108291084,4.422024739819529,1.2948073540700387,Iris-versicolor
+26,6.5333775141477926,3.0982451787389773,5.263524006966886,1.9546872010789094,Iris-virginica
+27,6.0114736505133415,2.7070909705202277,5.105665917465046,1.6047524433413127,Iris-versicolor
+28,6.685993248234937,3.2962279060121022,5.754627147269678,2.0788428610801004,Iris-virginica
+29,6.0959867813725905,2.802008949025573,4.7168019483786345,1.1847569976484853,Iris-versicolor
+30,6.7896814214710055,3.0,5.512267449070439,2.1039296282820183,Iris-virginica
+31,6.707603809607946,2.512064834785173,5.829184268128034,1.8038372008995631,Iris-virginica
+32,5.753465702870713,2.591381622358747,5.053461726584961,1.947242026178422,Iris-virginica
+33,6.499742944601498,3.0,5.431770363889828,1.8000094384254401,Iris-virginica
+34,4.597301766265786,3.2134006089154012,1.3984246845691173,0.19910116899881247,Iris-setosa
+35,6.715717664497105,2.4834274918272023,5.767945103787961,1.800514099573691,Iris-virginica
+36,6.302003433301886,3.2975445938863452,4.700221443283474,1.592319383725236,Iris-versicolor
+37,6.789068650795332,2.8079630141897907,4.814926242941448,1.4263012441558407,Iris-versicolor
+38,6.867858786676521,3.2027981176818163,5.782655631563883,2.3041341606170915,Iris-virginica
+39,6.798024916746575,3.0964498925072235,5.105114072837496,2.3162018257856896,Iris-virginica
+40,4.859322815814653,3.0,1.4035665772679462,0.2710215229449823,Iris-setosa
+41,6.503459815147716,3.0,5.578580150837774,1.7983563951843617,Iris-virginica
+42,4.881082235646733,3.08266277068582,1.6839612331562963,0.10000009389650558,Iris-setosa
+43,5.95850754140038,2.2,5.0033964264421,1.4930001366846757,Iris-virginica
+44,5.382275170669595,3.8928715227950415,1.669776464607471,0.4009411033571202,Iris-setosa
+45,5.493136098180398,2.5999195702280984,4.39979116940424,1.188610147949793,Iris-versicolor
+46,6.308692616631459,2.305662032619664,4.425293846696136,1.3090093624215342,Iris-versicolor
+47,6.932802933975171,3.0,5.609641264459017,2.091205051737469,Iris-virginica
+48,6.8818881358063715,3.1039189696843223,5.106709427088036,2.2942100171386137,Iris-virginica
+49,5.983676162825694,2.2,4.975447703575834,1.522524268140471,Iris-virginica
+50,4.598190595391093,3.3979319684991647,1.3964527116671193,0.2973384984963997,Iris-setosa
+51,4.585617957148393,3.410110285256921,1.4028214253640374,0.30724456488828816,Iris-setosa
+52,4.500322700523381,2.3054722048622307,1.3086801356918683,0.2949177249730008,Iris-setosa
+53,6.152184246117416,2.81564570767953,4.669280955001262,1.1926431520661525,Iris-versicolor
+54,4.601759556976171,3.420476082518612,1.401088371306634,0.2920665795790327,Iris-setosa
+55,4.9968875017659915,3.4076132260962324,1.7106671594233989,0.39960658403453714,Iris-setosa
+56,6.073955061865237,2.801130304931625,4.693691456639858,1.184137232550538,Iris-versicolor
+57,6.454820878011116,2.8308592445480754,5.460671513949567,2.0464153912280953,Iris-virginica
+58,4.9818568155747744,3.2977318501869917,1.4044685493790934,0.2008882682257937,Iris-setosa
+59,5.434790251666524,3.446266292099248,1.5732756787179325,0.3677846205210801,Iris-setosa
+60,6.458761508401902,3.0,5.498394396933375,1.7951403596311901,Iris-virginica
+61,6.011127266169218,3.0,4.779269536089421,1.7980075100934092,Iris-virginica
+62,6.780407771389904,2.805813572094285,4.814090248278824,1.401204420596821,Iris-versicolor
+63,5.368712603089194,3.0,4.428777576365807,1.4990256149372256,Iris-versicolor
+64,5.9052413422724985,3.205059341871316,4.785410199491071,1.8042180076346308,Iris-versicolor
+65,5.598226103764042,2.5213606997120555,3.909549935172991,1.1129363781267445,Iris-versicolor
+66,6.28271815459051,2.9096992045163503,5.537741203618926,1.8027386642542986,Iris-virginica
+67,6.69793025277349,3.2999137103596485,5.7026918883177755,2.088883529322472,Iris-virginica
+68,5.540125422919375,2.4636910148155686,3.8924629156711683,1.1103730595771726,Iris-versicolor
+69,7.707833151626772,2.5996451729277803,6.899998753614124,2.3084323395382187,Iris-virginica
+70,7.692055104539744,2.596899250233083,6.899998793088801,2.2999271856980705,Iris-virginica
+71,5.5036014729376745,2.3904843611250204,3.784224112613955,1.1036147657655941,Iris-versicolor
+72,6.190276269434722,2.2,4.4956565689886085,1.5189466109676397,Iris-versicolor
+73,4.883209143794428,3.092643544976509,1.5396593900308884,0.1000000984311003,Iris-setosa
+74,6.962921907430169,3.186891589105786,5.759396548708209,2.309623674320748,Iris-virginica
+75,4.940840292296186,2.4250690431467175,3.175658464215548,1.0719458983145282,Iris-versicolor
+76,4.49111903265927,2.2868306534003255,1.307470461728271,0.2902223684330295,Iris-setosa
+77,4.597636015889923,3.3950241865973996,1.400340221023737,0.31879993264763073,Iris-setosa
+78,4.7850799318566075,3.0,1.409340334796709,0.1,Iris-setosa
+79,6.815185782759994,3.195351109584441,5.855985738785248,2.298500624309688,Iris-virginica
+80,5.1112411875346435,3.833162460888615,1.59579332455719,0.2054123401667601,Iris-setosa
+81,4.990452245801335,3.2030857402967503,1.2,0.20211191147357715,Iris-setosa
+82,5.595788673370925,2.7089593876520657,4.122408751516538,1.295972674609669,Iris-versicolor
+83,5.933476073931809,3.0,5.099145263000889,1.8018058468772757,Iris-virginica
+84,4.90492607797811,3.096608328840954,1.607472765868138,0.10000009988894654,Iris-setosa
+85,5.910157185686719,3.0,4.221193626200604,1.5165553342480251,Iris-versicolor
+86,7.041636212173195,3.0,5.792588111579047,2.110224189356102,Iris-virginica
+87,4.845999915150873,3.0,1.407421108258506,0.1,Iris-setosa
+88,4.4,2.8808895900274014,1.4063385181629184,0.20393109538317214,Iris-setosa
+89,5.928448770681084,3.0,4.26080381985864,1.5322111574720483,Iris-versicolor
+90,5.728033724112043,2.499147466857169,4.940194060229553,1.9984871670186373,Iris-virginica
+91,6.275008529357928,3.4022085785621683,5.599809109268823,2.399982484574613,Iris-virginica
+92,5.565287081347233,2.584212580979629,4.062374362819647,1.1922813788944182,Iris-versicolor
+93,4.589443801974964,3.4021160602959055,1.4011897885295188,0.29031443769939197,Iris-setosa
+94,6.080710202671362,3.0,4.562531893193228,1.4470973554746565,Iris-versicolor
+95,5.075964630693525,3.62494740444846,1.6635185944729247,0.3796070010029283,Iris-setosa
+96,6.314875031735995,2.2938498484166634,4.41732291418353,1.2898496917142945,Iris-versicolor
+97,5.9031292832102595,3.0,5.101265310218207,1.7996164238593702,Iris-virginica
+98,5.998815015068398,2.706889466259771,5.1061044109737495,1.600452078201066,Iris-versicolor
+99,7.293444133453884,2.8955960831546435,6.30356643969732,1.7976677177420113,Iris-virginica
+100,4.9036712715696815,3.119859294774613,1.5920905859099286,0.1,Iris-setosa
+101,5.332057166961456,3.8630474531078804,1.6884872966545033,0.38878514677892456,Iris-setosa
+102,5.363247301611593,3.3914105860247403,1.6638326180888943,0.19734195990283754,Iris-setosa
+103,5.419523818983128,3.0,4.48988632903242,1.4785419353909535,Iris-versicolor
+104,6.49027888228128,3.1956559009394323,5.091366021802262,2.005430370402371,Iris-virginica
+105,6.774207132080452,3.0,5.500795994660481,2.1081075222744055,Iris-virginica
+106,4.809086470367417,3.0,1.3884876803604096,0.30414815247472843,Iris-setosa
+107,4.88424031739123,3.1053562929277607,1.4889928216017996,0.1,Iris-setosa
+108,5.234912924317952,2.6788817221466417,3.919728632970563,1.3852791230624735,Iris-versicolor
+109,5.889438660986007,3.1844290959794845,4.7907181895236635,1.7988478761755098,Iris-versicolor
+110,5.700244216048042,2.8661408559176103,4.300775214337226,1.3045453948906582,Iris-versicolor
+111,6.491407861955617,3.0,5.726024772433927,1.9769463692492926,Iris-virginica
+112,6.989902250224333,3.0,5.647405194296151,2.1061956374479296,Iris-virginica
+113,4.9834651559508965,3.4417639154509385,1.4015202466443393,0.2912151383194739,Iris-setosa
+114,5.136776866159165,3.7628424134603744,1.4991188276662095,0.20616056187687373,Iris-setosa
+115,5.1449275062523565,2.659969564997203,3.8141288548421115,1.38747318370913,Iris-versicolor
+116,4.631809240766099,3.2457357814706023,1.407214381030699,0.2185439071792409,Iris-setosa
+117,4.588438270399035,3.2014020398174807,1.3903539451642983,0.20365121631433358,Iris-setosa
+118,6.536412435668838,3.1872012063655273,5.101920622824636,2.0368455813764186,Iris-virginica
+119,5.809637527719082,2.8047498234378927,5.090569905198542,2.4081341984369518,Iris-virginica

iris/tab_ddpm/2/14/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/14/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.663072459383346,2.75786380170271,4.467511234607711,1.2879417897037457,Iris-versicolor
+1,6.342902927648452,2.8920366717378276,4.30230787493104,1.3164069929141942,Iris-versicolor
+2,5.622235899801253,3.0,4.0898256079910364,1.3137313515432743,Iris-versicolor
+3,6.209296189881023,2.200000295541258,4.547710742482922,1.4818723068522583,Iris-versicolor
+4,4.793493636641131,3.0,1.3907731923042894,0.1000000973117237,Iris-setosa
+5,5.566879614415238,2.677606213231,4.249465573454311,1.29418804296255,Iris-versicolor
+6,5.960829397111761,2.98828070381324,4.458277775126031,1.511257774196411,Iris-versicolor
+7,6.159817514218747,2.2,4.4824436207990965,1.5002134904594422,Iris-versicolor
+8,6.881793621385575,3.0956783282053113,5.097081510787014,2.288078420187085,Iris-virginica
+9,7.697470660846532,2.591397481021248,6.9,2.292354143533834,Iris-virginica
+10,5.071981707397766,3.587139869945856,1.5097948683832243,0.44331245978363076,Iris-setosa
+11,6.281762069638284,2.7089078002130793,4.85124578593352,1.8003585058236362,Iris-virginica
+12,4.886549274172949,3.09876503408996,1.4991901668225853,0.1,Iris-setosa
+13,6.815688943975594,3.1921516356581656,5.896664284172305,2.280053490113614,Iris-virginica
+14,7.9,3.783256799036189,6.454167586286659,1.9958326616624122,Iris-virginica
+15,5.083669906127127,3.465613023359707,1.3953389252860915,0.28232353817860467,Iris-setosa
+16,6.1863426305369105,2.2,4.474774707182196,1.4763463463052182,Iris-versicolor
+17,6.389653788352378,2.970550727753722,5.50935900093523,1.8040044543700167,Iris-virginica
+18,6.417755004539465,2.695447401363863,5.293109898077923,1.8918031434895206,Iris-virginica
+19,4.904714087147527,3.097205917825253,1.4993493594307281,0.10000009956957255,Iris-setosa
+20,5.6599693940530384,3.7988707286986756,1.8393544882452741,0.35083197556821616,Iris-setosa
+21,5.999152452756105,2.705868022744964,5.0945227792143095,1.5903314008209362,Iris-versicolor
+22,5.631478122714652,2.6864602025015047,3.996851820509572,1.3022557859737545,Iris-versicolor
+23,7.9,3.784377784539285,6.40516612031892,2.0040368321451405,Iris-virginica
+24,6.289135922493038,2.672463495112046,4.906447813626323,1.7932778871592356,Iris-virginica
+25,5.514250163342151,2.393318860303289,3.7287783993706753,1.1125072950076742,Iris-versicolor
+26,4.9968025135082765,3.2999607029377755,1.405774525174607,0.1973816115515586,Iris-setosa
+27,6.01226864075599,2.999010113845,4.550687738170583,1.4630902201886986,Iris-versicolor
+28,6.909011226869586,3.187480939493492,5.748302373133035,2.2946151559672496,Iris-virginica
+29,5.862234055649012,3.206798213687342,4.759359312335513,1.806719296600098,Iris-versicolor
+30,6.7973348556470965,2.8061685766314075,4.8024029812960745,1.3986065795397067,Iris-versicolor
+31,4.503591493785127,2.300650121271926,1.3039569328229392,0.32534574097905233,Iris-setosa
+32,5.377688832711864,3.906812941315726,1.6209002179183387,0.38993441142088914,Iris-setosa
+33,4.898571980734685,3.105680823861919,1.494496060306166,0.10000014395668215,Iris-setosa
+34,6.706009305437707,2.4882587304173103,5.8141995421811155,1.8034357960048581,Iris-virginica
+35,4.992630645696494,3.200593505118758,1.2000002296761252,0.1971854390931652,Iris-setosa
+36,5.077143120882427,3.3808656643871005,1.4663703681443827,0.20075104421995663,Iris-setosa
+37,7.154983760070765,3.0,6.012907604779257,2.0633428849391673,Iris-virginica
+38,5.168224828047371,2.6787249090943064,3.87026352642391,1.408159910210069,Iris-versicolor
+39,6.492316187372827,3.0,5.478651758634117,1.8030450518877432,Iris-virginica
+40,4.897932505571977,3.0,1.391261759173958,0.20252353576715754,Iris-setosa
+41,4.884508295534016,2.3986003856554476,3.4720174700821564,1.020854734623332,Iris-versicolor
+42,6.112539557430922,3.0,4.614954351076948,1.4106122752744683,Iris-versicolor
+43,7.718245731530054,2.6140226229577572,6.89999883864792,2.30454982649222,Iris-virginica
+44,6.550504767791244,2.6001813051529625,5.576849120065585,1.8410239528996821,Iris-virginica
+45,6.6806161439432925,3.2910088672370645,5.689190644986539,2.110201483550087,Iris-virginica
+46,6.399992274689724,2.901541071783332,4.311739834717112,1.3152791241566721,Iris-versicolor
+47,5.80105118598671,2.8008648349420153,5.107678537103655,2.400826744462946,Iris-virginica
+48,6.69277040243861,3.2928812906580722,5.624023553631415,2.102913645323897,Iris-virginica
+49,5.0542980239244155,2.4750550679964216,2.993355682883581,1.078841871137337,Iris-versicolor
+50,7.6844831472324096,2.6100662477846677,6.899998852856001,2.3023030786038503,Iris-virginica
+51,4.924136244068406,2.416479108860796,3.331477901931748,1.0778992794793514,Iris-versicolor
+52,5.423331376432126,3.4083419034828193,1.6642991123552946,0.20066701878287824,Iris-setosa
+53,7.703256051658959,2.6065643233423015,6.9,2.3039990027455115,Iris-virginica
+54,5.496963825120486,4.2,1.3913443985952776,0.19637813350162953,Iris-setosa
+55,4.630901452310387,3.4002378573376144,1.4024901498344233,0.29744112448629234,Iris-setosa
+56,6.11674131282807,3.0,4.587146433914668,1.4008114218626875,Iris-versicolor
+57,5.39873539437041,3.3991439663300125,1.6706846422134332,0.2002871900853592,Iris-setosa
+58,5.572830811020993,2.5122201914192015,3.9750478426990608,1.1137820167881627,Iris-versicolor
+59,5.792311745750188,2.799334102753713,5.1016491736923255,2.4043981174037277,Iris-virginica
+60,5.600848565736757,2.5225951264427966,3.9880196725510366,1.1166980511395836,Iris-versicolor
+61,4.898599380686503,3.102043832347793,1.591044653394691,0.10000009551545422,Iris-setosa
+62,5.807356009798286,2.765814760904819,5.120273416535876,1.8863108378517932,Iris-virginica
+63,6.706285007963229,3.2923501807282025,5.702957783396423,2.107392661087543,Iris-virginica
+64,5.7069431784823035,2.4926213946753784,5.006596130882684,2.013842168019293,Iris-virginica
+65,6.286166423924905,2.839969580361344,5.371857254810275,1.8115170632861575,Iris-virginica
+66,6.878389130861357,3.1941462472874242,5.837716294334869,2.289803991592203,Iris-virginica
+67,6.135469525229669,3.0,5.024830748619447,1.8183224519499543,Iris-virginica
+68,5.420884603386339,3.399334969509601,1.7133910526638034,0.19999601101076242,Iris-setosa
+69,5.6606828472728,2.9762117396191883,3.8711541872117157,1.3612904624038036,Iris-versicolor
+70,6.106188221848913,3.0,4.575513247977459,1.3965917774800378,Iris-versicolor
+71,6.0297268936679504,2.698128569542414,5.111992645826761,1.6039895010327612,Iris-versicolor
+72,6.314061476586754,3.4044105467175294,5.617452892239074,2.4019379821075355,Iris-virginica
+73,6.273029009936398,2.3321420842241993,4.501734678385043,1.34490685211337,Iris-versicolor
+74,6.298111467412872,3.4028729822138426,5.596288667794736,2.403616373140921,Iris-virginica
+75,6.727425782301821,3.3058895383785867,5.67871465368311,2.4999996386208956,Iris-virginica
+76,4.5963250014137165,3.4045746814487785,1.400300906253462,0.35993683890671335,Iris-setosa
+77,5.629328787220899,3.0,4.152963706511234,1.3283719043318731,Iris-versicolor
+78,7.262276197970956,2.8896188931600086,6.281963199456421,1.8042392075061155,Iris-virginica
+79,6.704853117886116,3.0,4.987729188880651,1.712645884007914,Iris-versicolor
+80,5.262237694984054,3.7305596241198136,1.509372169047866,0.2002770945145154,Iris-setosa
+81,6.402775437051727,2.6936512428635413,5.3109494071096135,1.9020085268538436,Iris-virginica
+82,6.787080597717855,3.0,5.452970354037971,2.1075028219813676,Iris-virginica
+83,6.310606408079876,2.47288705212251,4.839744738097676,1.4923430788753016,Iris-versicolor
+84,5.398529015596957,3.0,4.4965823143920565,1.4940684073117019,Iris-versicolor
+85,6.311348781626232,3.3977287383902977,5.6191214054361245,2.391869720093332,Iris-virginica
+86,6.714636448024897,3.297718997263618,5.676803335826226,2.4999996359154926,Iris-virginica
+87,5.45932040562858,4.199999037499909,1.3853320587097249,0.19770214185843377,Iris-setosa
+88,6.024525946823073,2.2000003004465154,5.004358946318564,1.5190384542348359,Iris-virginica
+89,6.027602266731565,2.692970131677679,5.108976973387603,1.6086621826135539,Iris-versicolor
+90,6.698883112663832,3.0,4.9831931500955715,1.6906427348431627,Iris-versicolor
+91,6.75858413863732,3.0,5.663771916729482,2.1071666084488987,Iris-virginica
+92,5.436343642101309,3.9039338694005656,1.7220511168535375,0.3988402273878021,Iris-setosa
+93,6.474693136066132,3.0,5.4801632183889275,1.8088833080244597,Iris-virginica
+94,5.006206207571965,3.2191763835471323,1.2000002460545944,0.20136259538778667,Iris-setosa
+95,5.507599386475732,4.199999089764153,1.4028027778653096,0.1966662900063896,Iris-setosa
+96,5.005134011927614,3.2857036206991093,1.3980390579058326,0.2029001848818567,Iris-setosa
+97,6.268344240940981,2.3191255433039637,4.396630658452644,1.307983423737481,Iris-versicolor
+98,5.499641875607456,4.199999174026091,1.399795817518993,0.2028728329834038,Iris-setosa
+99,4.602325143094345,3.168794584497201,1.4074044656293498,0.20157729867190402,Iris-setosa
+100,5.820795319970989,2.807809379781398,5.104785416158674,2.3878802171384894,Iris-virginica
+101,5.611334758353155,2.6877598867912633,4.126228810130619,1.2992971751631386,Iris-versicolor
+102,6.327560233470497,2.489423924163421,4.9024700964413865,1.4958689335601885,Iris-versicolor
+103,5.996035731284871,2.705477755662324,5.08520964033405,1.5877724409183753,Iris-versicolor
+104,5.50098427802808,4.199999199102854,1.40069653468422,0.19623125738037892,Iris-setosa
+105,6.11794158879666,2.9001585142671242,4.602147483746675,1.4766440178543225,Iris-versicolor
+106,6.813092788038204,3.1916497737402336,5.811997831330037,2.30213184747587,Iris-virginica
+107,4.988788679513751,3.218163723449368,1.2,0.20047770971484133,Iris-setosa
+108,4.902806651411809,3.105415171362229,1.5949460556519879,0.10000010992076087,Iris-setosa
+109,6.786801332200806,3.196862949619977,5.946354971242903,2.299139903628545,Iris-virginica
+110,6.395271671091283,2.887218865629198,4.271509895738669,1.2912107652384301,Iris-versicolor
+111,5.792969769928106,2.8126118419691517,5.093816413410018,2.4015102499219205,Iris-virginica
+112,7.129189542215853,2.9797790839359544,6.09587081998653,1.9970071059495211,Iris-virginica
+113,6.3045825092371,3.3036762564338,4.728295178766235,1.6106835519310545,Iris-versicolor
+114,5.560713288118043,2.476197338091393,4.051700187350413,1.0803927706679786,Iris-versicolor
+115,5.4836110064506585,2.3810969884396793,3.7477173997977467,1.092371039918575,Iris-versicolor
+116,6.881474766387877,3.0,5.540491633389582,2.118572816793715,Iris-virginica
+117,6.098302645720216,2.6032315477912427,5.627395309934279,1.3992085902107885,Iris-virginica
+118,5.11031087301843,3.687834337137517,1.4999017313693126,0.43801492823911076,Iris-setosa
+119,4.497215422397474,2.3065005042328104,1.3034686727247697,0.299442104615393,Iris-setosa

iris/tab_ddpm/2/15/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/15/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.900026472055356,3.0,1.3929948392928326,0.19580716320358088,Iris-setosa
+1,5.408195074491736,3.0,4.493408550683273,1.5273273605401683,Iris-versicolor
+2,6.724841894268712,3.1271913830141047,5.861989016216195,2.277354766522239,Iris-virginica
+3,5.9642401101147575,3.0,4.2480323574943295,1.4948961266804779,Iris-versicolor
+4,6.673519942540141,3.2769300764736733,5.681580961843665,2.0971630287612553,Iris-virginica
+5,6.07724295256289,2.6033775834035215,5.597765017316242,1.4040900547403667,Iris-virginica
+6,6.680807168303514,3.0,5.0063451024362635,1.7024491138073308,Iris-versicolor
+7,5.4572322332244205,2.3820347764736747,3.786402466762763,1.105817028742463,Iris-versicolor
+8,4.625040688291275,3.4065228074550316,1.4023199946564129,0.3964106816255112,Iris-setosa
+9,4.895025799414513,3.095745918252106,1.4918075901472183,0.10000011174204637,Iris-setosa
+10,4.997374307896635,2.450315605035057,3.043516651896211,1.0221413533515218,Iris-versicolor
+11,6.294517610316582,2.694502250978337,4.896748010756299,1.7924290904190736,Iris-virginica
+12,6.015848857677087,2.2000003129961256,4.958200736784108,1.4998185072756822,Iris-virginica
+13,5.589966557110139,2.9870431131766986,3.829664198089951,1.2905629841116268,Iris-versicolor
+14,4.8899065187469475,2.3914284562877457,3.2547868300598672,0.9365281223347326,Iris-versicolor
+15,5.021633513964503,3.3118573353122667,1.4043993412425777,0.20075945766807668,Iris-setosa
+16,6.005468392046105,3.0,4.799150129780529,1.7962103568454726,Iris-virginica
+17,6.78141894887974,3.0,5.522107785903222,2.0879782195425602,Iris-virginica
+18,5.589414785466955,2.7008610179777874,4.1965361300775745,1.2931009589108327,Iris-versicolor
+19,4.4,2.8982415410207985,1.395731154712429,0.19649285830936414,Iris-setosa
+20,5.586727841631957,2.466818157459901,3.794666130342004,1.105931426666417,Iris-versicolor
+21,4.951108944360099,2.434991579125345,3.3405839243106525,1.0465085004708217,Iris-versicolor
+22,5.189480588662114,3.7564584229458413,1.5411768207967356,0.42466024995814616,Iris-setosa
+23,6.396990178399344,2.704058008847929,5.305948602007903,1.8927287125989802,Iris-virginica
+24,5.4258588387818625,3.4088502568151817,1.6537099148881786,0.2017813765983616,Iris-setosa
+25,5.931114894244912,2.9905124331497266,4.267858216884703,1.489227831728063,Iris-versicolor
+26,4.4000004651693345,2.9118598146351062,1.3984865835765945,0.19807091700060836,Iris-setosa
+27,6.809477870148505,2.8099108147755025,4.793139575980012,1.3985250721549582,Iris-versicolor
+28,5.356479101712442,3.640562694281769,1.5368605002910363,0.1958558236794875,Iris-setosa
+29,6.610542498674935,3.2490284526689326,5.515095234536377,2.0840962345240395,Iris-virginica
+30,6.000256262420842,3.0,4.830384753814554,1.8047239152982038,Iris-virginica
+31,4.8873269196006275,3.103008641236898,1.5624703713156463,0.10000012801193676,Iris-setosa
+32,4.400000468197985,2.911650809580133,1.3994272547395772,0.2006201882358749,Iris-setosa
+33,6.804151319811873,3.1935878696913758,5.842892878677203,2.291001283192303,Iris-virginica
+34,6.371553615915751,3.0,5.4703608154249945,1.796706307156299,Iris-virginica
+35,5.477632461562172,2.5875598680737526,4.3628564365818105,1.1937407221782563,Iris-versicolor
+36,5.906498478515569,3.0,5.099237322854439,1.7938682814904747,Iris-virginica
+37,4.9820411714774435,3.207747249123067,1.2000001879751614,0.1971083914742544,Iris-setosa
+38,4.846386182119163,3.081571803406704,1.4689592479489453,0.10000009319615331,Iris-setosa
+39,5.150531415974167,2.485795575352815,3.2472753790182662,1.1272776402774198,Iris-versicolor
+40,5.25662339445781,2.49781364674877,3.4363045509409247,1.1105793623095275,Iris-versicolor
+41,5.610077272073895,2.868288432129537,3.5796014980463884,1.3087206387209802,Iris-versicolor
+42,6.512917909879795,3.0,5.7394581093471455,2.194007312307894,Iris-virginica
+43,6.798895448738492,3.1814792699451715,5.886122068569843,2.2915456361769153,Iris-virginica
+44,7.9,3.7417328345788534,6.408657610605577,2.0304616121603862,Iris-virginica
+45,6.099554025167359,3.0,4.610292473230805,1.4199509321705206,Iris-versicolor
+46,7.899998831627199,3.797421514892191,6.465899857870834,1.988301497876757,Iris-virginica
+47,5.006325053358298,3.4042605500491234,1.558416072729199,0.3888235816471493,Iris-setosa
+48,5.507181988903327,2.4092953816967437,3.8773674465164376,1.1061883889986472,Iris-versicolor
+49,5.299920472241696,3.3642197313260156,1.5519875905434801,0.45208701477526486,Iris-setosa
+50,6.277260214295275,2.895879538765993,5.586584054926261,1.7935665927205378,Iris-virginica
+51,5.999408505295848,2.2000002916266714,4.996259981187977,1.4726068788811737,Iris-virginica
+52,5.001395220621011,3.299296407274455,1.393818975861974,0.19867747546234393,Iris-setosa
+53,6.295643983455141,2.7040596896281435,4.895698012014215,1.7970086327045869,Iris-virginica
+54,5.579479343995613,2.5245038960747337,3.9485199066593304,1.109856976058654,Iris-versicolor
+55,6.718096989665875,3.0,5.011499197911627,1.710521707137763,Iris-versicolor
+56,5.74344968887405,2.7933103009480713,4.484693786340736,1.3155291923834205,Iris-versicolor
+57,5.9593535693779645,3.242367926875043,4.821393069355742,1.7732106287097213,Iris-versicolor
+58,6.014992907772642,2.2,4.997937189425671,1.507100345786553,Iris-virginica
+59,5.885415875943054,3.0,5.088515258131673,1.79740994742783,Iris-virginica
+60,6.794925185288183,3.0,5.521883518841807,2.088566169256284,Iris-virginica
+61,5.472395477265893,2.3951227359656597,3.731939100626451,1.0946788922289847,Iris-versicolor
+62,6.710913038540611,3.299009131442622,5.686190017926641,2.5,Iris-virginica
+63,5.801728710990785,2.7078748234706542,5.10246298797777,1.8779797153316091,Iris-virginica
+64,6.496046135423029,3.1690355093732427,5.0945779194060945,2.034881991139627,Iris-virginica
+65,4.989416914133925,3.2063175562634747,1.2000001855382405,0.19419386222090632,Iris-setosa
+66,5.01066018696431,3.312603101074557,1.4042499973148947,0.2007979435886352,Iris-setosa
+67,6.278926991901656,3.2989151067252194,4.692252774895594,1.5632383509776282,Iris-versicolor
+68,6.307083902688477,2.710582044946018,4.847774563359778,1.7916832037111183,Iris-virginica
+69,6.729370820356401,2.5524941248401176,5.917842855693365,1.7992025644336471,Iris-virginica
+70,5.090319004131809,3.395771709838557,1.4995710036720822,0.20502427917963661,Iris-setosa
+71,6.241510614602963,3.4102324867419203,5.622986781179015,2.401784316893798,Iris-virginica
+72,5.135948024070865,3.762315537670244,1.6802243738675062,0.19907309334665213,Iris-setosa
+73,5.4861507405792835,2.406931307730651,3.7226092646684164,1.098537731231838,Iris-versicolor
+74,5.584035680874079,2.496233481590698,3.915870965901941,1.1074579581814852,Iris-versicolor
+75,4.907955485121011,3.1001732300899714,1.5593736414716621,0.10000009523251012,Iris-setosa
+76,5.8667802173111365,2.8111631965624198,5.100174135996751,2.401144347616255,Iris-virginica
+77,5.430111906739604,3.400573522531414,1.727956621422716,0.2056689459845349,Iris-setosa
+78,5.8176547535936916,2.8025333258115883,5.105529047384979,2.396932645415708,Iris-virginica
+79,5.7912992235107,2.6852828255118175,5.0849932107612394,1.8615795534385042,Iris-virginica
+80,4.9064351079805055,2.4068229135186145,3.2398998730774857,1.0035087981867936,Iris-versicolor
+81,6.765470032495858,2.8253351064018775,4.809078937973553,1.4273871884598568,Iris-versicolor
+82,7.9,3.828509650200342,6.372860519230762,2.0044255463319627,Iris-virginica
+83,4.997372894894708,3.2981407409473356,1.4021339510490667,0.2010147006325439,Iris-setosa
+84,5.131283104103393,3.5416242568079896,1.402897829430231,0.3492834643366986,Iris-setosa
+85,6.075784339154031,2.7995830877052668,4.685111178754317,1.1959533649779273,Iris-versicolor
+86,6.012312322138706,2.9509604530728826,4.518145291024711,1.4514823504476426,Iris-versicolor
+87,5.679132225678587,3.780348933714509,1.754780658305756,0.3271488726865912,Iris-setosa
+88,5.875293423244298,3.0,5.098679117841692,1.8047445935457704,Iris-virginica
+89,5.649798423566803,3.7802268371521235,1.6658138353311545,0.3338891077602666,Iris-setosa
+90,5.922917368093565,3.0,4.203681697845171,1.4651118888415,Iris-versicolor
+91,4.637166527650157,3.1306692246312617,1.3929312782101066,0.20570243338962,Iris-setosa
+92,5.47770974809491,4.2,1.4010002881883927,0.19671307457703463,Iris-setosa
+93,5.5967813832980005,3.0,4.185487423189925,1.290204066890824,Iris-versicolor
+94,6.877915685071151,3.200120055377701,5.863014072455194,2.303569918010293,Iris-virginica
+95,5.904651634831502,3.226808114381502,4.837709936350306,1.8112745382988413,Iris-versicolor
+96,6.6807800698567,2.4919863928329278,5.759145083342759,1.7974888070390715,Iris-virginica
+97,5.611347698684699,2.703163415016652,4.248044758990807,1.3029852371627235,Iris-versicolor
+98,4.909236657020838,3.0,1.4026829622456356,0.19218834007588564,Iris-setosa
+99,4.902822377709678,3.113633677280094,1.4979053932968276,0.10000009550380529,Iris-setosa
+100,5.775202293021512,2.620512405822586,5.0698631512205505,1.9283345251743085,Iris-virginica
+101,4.9104564302575655,3.0900276899820276,1.4908837208856762,0.1,Iris-setosa
+102,6.17537115964111,2.2,4.497190560772614,1.4700434013548547,Iris-versicolor
+103,5.110463915963875,3.3116929429623414,1.719244114031566,0.45549172624542167,Iris-setosa
+104,4.911922437636102,3.0997299605206083,1.4909866928322777,0.1,Iris-setosa
+105,6.6972907855476045,3.0,4.986780494934907,1.6932909070511672,Iris-versicolor
+106,6.079800520120627,2.812002762239051,4.699058063174783,1.174565492918341,Iris-versicolor
+107,5.49500611584768,3.0,4.519668632072093,1.5352457974214777,Iris-versicolor
+108,6.817333214018749,2.802769106770787,4.806952777853623,1.4035372848677021,Iris-versicolor
+109,6.090723312767066,2.7986491163350493,4.701947645364383,1.2109498869894448,Iris-versicolor
+110,6.297682037828743,2.902473227124553,5.603329635078,1.8050328094760344,Iris-virginica
+111,5.467375223251582,2.601347184024901,4.383091895252887,1.2213137754988357,Iris-versicolor
+112,7.685397536412566,2.6006497658402337,6.9,2.302605760034086,Iris-virginica
+113,6.281325475734613,3.4042537182802186,5.638289329178531,2.4047590759969033,Iris-virginica
+114,4.4,2.8968612313080935,1.4024214149087053,0.19669234032178498,Iris-setosa
+115,5.554323457964123,3.6218375386930015,1.742119227802592,0.3852945138605234,Iris-setosa
+116,4.611167974071217,3.1981257995958874,1.4008502854951321,0.20139805303754732,Iris-setosa
+117,6.878789105096164,3.2033751727548427,5.8413866479251215,2.298040270308561,Iris-virginica
+118,5.193127688020614,2.7136814773187234,3.869483616985324,1.4083136039689488,Iris-versicolor
+119,6.256254565310898,2.9853411187846497,4.456843717910721,1.397541005686577,Iris-versicolor

iris/tab_ddpm/2/16/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/16/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.113086269698335,2.5097650253191297,3.1119224179442266,1.121372089653406,Iris-versicolor
+1,6.6973928129792455,3.0,5.012731407577472,1.6877855003859756,Iris-versicolor
+2,5.607825731308703,3.737556115932042,1.624634042901892,0.31172649906018784,Iris-setosa
+3,5.096168284284928,3.509546597556366,1.4737029244143023,0.3912036969399182,Iris-setosa
+4,6.98077187143372,3.0499020665195045,5.800698347288089,2.210949198537823,Iris-virginica
+5,4.992267932663705,3.2035912203578385,1.2000002973999246,0.20127731300440882,Iris-setosa
+6,5.195583056755423,2.500959085374838,3.1450201672861877,1.1051799727992857,Iris-versicolor
+7,6.284838956982506,2.914343534286616,5.607353944759392,1.8044770898582327,Iris-virginica
+8,5.023035258167813,3.4238830578009445,1.5391615849372544,0.3981540849460006,Iris-setosa
+9,6.29943161577347,2.900677353657701,5.59850230281636,1.7991922177075967,Iris-virginica
+10,6.102057131708984,2.6094373830495052,5.608014358438402,1.4071953353080175,Iris-virginica
+11,6.4997903347031984,3.0,5.547522995514583,1.8066979071986444,Iris-virginica
+12,6.110604037585958,3.0,4.6129352927083,1.394909570623174,Iris-versicolor
+13,5.924497244108384,3.0,5.096866641342924,1.7937084516362476,Iris-virginica
+14,6.493843230235908,3.0,5.478742624817883,1.799818555792108,Iris-virginica
+15,4.872162521325008,3.0,1.3978706031602297,0.2031874789997089,Iris-setosa
+16,6.275194134789641,2.69506485393013,4.924130618298447,1.7996281574001884,Iris-virginica
+17,5.768061749606437,2.794275407699251,5.094611774363531,2.4118915007204254,Iris-virginica
+18,5.495184609112708,4.2,1.4020937997639078,0.20389301514533212,Iris-setosa
+19,5.226011681789025,2.7112502939103007,3.9266002005096183,1.414589615871375,Iris-versicolor
+20,6.005488833761528,3.0,4.766946981265764,1.8002367144941123,Iris-virginica
+21,5.8120512748159445,2.813811175303459,5.100238959454965,2.40122147413213,Iris-virginica
+22,5.190232772690464,3.781778888597099,1.5628007317141537,0.4525312491392657,Iris-setosa
+23,4.992950936812286,3.2116220301470717,1.2000001822917299,0.1999033028453543,Iris-setosa
+24,5.479057667781942,4.1999988877281895,1.396507454809182,0.19810553840286954,Iris-setosa
+25,5.813641304365735,2.8141932420360884,5.101713920884513,2.3935671629974498,Iris-virginica
+26,4.991001986890183,3.3961639940813777,1.5602627284594204,0.46956755850046117,Iris-setosa
+27,5.407565175458098,3.398456232297414,1.7555017928584147,0.1998039039270246,Iris-setosa
+28,5.587003975713904,3.0,4.018113159609506,1.2696514121407882,Iris-versicolor
+29,6.794527457230455,3.0,5.600449576248681,2.120235237813568,Iris-virginica
+30,5.6923520296687755,3.80754413854867,1.720346560765068,0.2972073565586187,Iris-setosa
+31,5.961482264983785,2.7023760451174343,5.112727775187507,1.5959303342019564,Iris-versicolor
+32,5.420506204363051,3.40406695249458,1.7493897819401618,0.20370236623686222,Iris-setosa
+33,5.6476564172608406,2.9458788013243886,3.7301124663531127,1.3389439478025176,Iris-versicolor
+34,5.0095520746590685,3.309193681633324,1.4022272742341346,0.20044119453204304,Iris-setosa
+35,5.628132370611711,3.0,4.204919281036382,1.3077922930207468,Iris-versicolor
+36,5.674019344086512,3.782953680955679,1.634416927087593,0.29127591579653805,Iris-setosa
+37,6.697814075334998,3.0,4.992965970872468,1.707640220810676,Iris-versicolor
+38,5.8956043992372935,3.0,4.117752678487973,1.465608568644833,Iris-versicolor
+39,6.0113741472402005,2.7174561823569987,5.105232478097745,1.5983657858594735,Iris-versicolor
+40,6.878839760555919,3.2009368653982446,5.717025825794088,2.29921809147438,Iris-virginica
+41,5.087682451238566,3.295792407389249,1.7420436197053721,0.4569550692568043,Iris-setosa
+42,7.734362182518749,2.586671817941622,6.9,2.3194020771193107,Iris-virginica
+43,5.249577109885073,3.723446038251685,1.4953030764909527,0.20261950634007744,Iris-setosa
+44,5.190278451241086,3.3472854047382006,1.5512403211088348,0.44709636626016847,Iris-setosa
+45,7.104148816960903,3.0,5.961026392162438,2.075978794480091,Iris-virginica
+46,4.585213577168936,3.3980392145860923,1.3894016673824072,0.3036641116987722,Iris-setosa
+47,6.294286824417849,2.5112402494389032,4.908495260591073,1.498231016830694,Iris-versicolor
+48,4.882101954695095,3.0978025765302184,1.4997923379991358,0.1,Iris-setosa
+49,4.994526241408351,3.1809557585971397,1.2000001869422412,0.20078846713304788,Iris-setosa
+50,6.301037768420431,3.2731720700951596,4.675207062034527,1.5931285167626896,Iris-versicolor
+51,5.990340704303694,2.2,4.980388740145674,1.498111000355423,Iris-virginica
+52,5.009416740912735,2.463716173059856,3.077409166203684,1.0765754146358986,Iris-versicolor
+53,5.624023009089681,2.50474453805346,3.781606399091072,1.0723002400583195,Iris-versicolor
+54,5.679872368881088,3.797991881637141,1.7606669875493246,0.297238455227606,Iris-setosa
+55,5.971218715805168,2.9510425506907154,4.445266354003019,1.4951484827570327,Iris-versicolor
+56,5.057592480933213,3.494764382101801,1.5340627388069412,0.4328209631930582,Iris-setosa
+57,5.139552716407933,3.7591655403610513,1.6094258249996685,0.19998540030493892,Iris-setosa
+58,5.527678084851131,3.0,4.282425230559952,1.3018970409237454,Iris-versicolor
+59,6.1069272103066075,2.661763485924205,5.050106249892931,1.5862884338777148,Iris-versicolor
+60,6.109305601013426,3.0,4.521879404671277,1.4580220834161752,Iris-versicolor
+61,6.068975437995169,2.882660583634633,4.6275720316432345,1.2820170219555247,Iris-versicolor
+62,5.538993266261618,2.6805803315558054,4.074615958273287,1.264688148774116,Iris-versicolor
+63,6.1050599404393955,3.0,4.612097508400645,1.410425018919646,Iris-versicolor
+64,4.4978760157053435,2.309416161359327,1.297316407419982,0.35640045707984896,Iris-setosa
+65,5.66992168780691,3.7811935545944513,1.6606863868737158,0.3089837276390828,Iris-setosa
+66,6.287105035938503,2.2966899675181107,4.3864592319903535,1.3075559865616928,Iris-versicolor
+67,4.997446763798184,3.2144368327627824,1.2000002133619978,0.1981288928803493,Iris-setosa
+68,6.86946924112721,3.207470123036205,5.660344493248839,2.303206109490804,Iris-virginica
+69,4.797661114062565,3.0,1.4037466028034555,0.3937982083462578,Iris-setosa
+70,6.005155725618169,3.0,4.818468909919989,1.7989948785461327,Iris-virginica
+71,5.4086191387965075,3.885193764433574,1.679702650657581,0.42379825222926915,Iris-setosa
+72,6.676903334814128,3.2877683359885275,5.752491622107798,2.094954143456253,Iris-virginica
+73,5.796215801240502,3.1530404574760382,4.733410283770737,1.7697829523959583,Iris-versicolor
+74,6.206225292564982,2.2,4.512620221465088,1.5031603090729329,Iris-versicolor
+75,5.597695166684513,2.487577853654524,3.828440837536965,1.0718318461093899,Iris-versicolor
+76,4.838414073199502,3.0,1.4002279810533227,0.28574661426704545,Iris-setosa
+77,4.90821701361703,3.0,1.401263271871356,0.19912964109175624,Iris-setosa
+78,6.094175260331773,2.607242418447578,5.609031459037076,1.383230681758732,Iris-virginica
+79,5.403270394443699,3.0,4.422632113990561,1.4756096921651354,Iris-versicolor
+80,6.508211188854394,3.0,5.466421838742313,1.7981228989011167,Iris-virginica
+81,5.228527361469194,2.7459368100400647,4.045026586415203,1.4194770345071994,Iris-versicolor
+82,5.6768587297464865,2.4930579001395214,4.973538934823796,2.0041106102794783,Iris-virginica
+83,5.879863493084137,3.187388706262319,4.809579365286271,1.7911911331962551,Iris-versicolor
+84,4.897804826396742,3.0,1.398451817796137,0.1992860758018029,Iris-setosa
+85,6.07672692721497,2.5987259070221005,5.620435991780277,1.426563495500409,Iris-virginica
+86,5.5573898407447695,2.9370600999554095,3.772241200628576,1.3338795135533053,Iris-versicolor
+87,5.988015766373702,2.7184056889257686,5.103002669599339,1.6113801967103183,Iris-versicolor
+88,6.737752948429016,3.1199169378709195,5.725696538272444,2.034425126902188,Iris-virginica
+89,7.140801812082794,3.0,5.910389640268514,2.091206610399381,Iris-virginica
+90,4.59903084328296,3.20688008400979,1.4056845424071294,0.2008927252022173,Iris-setosa
+91,5.019864504772432,3.397352718217376,1.5940409012981456,0.38447363529300893,Iris-setosa
+92,5.59361974794923,2.8391477260908737,3.6640400482660485,1.3114732536381006,Iris-versicolor
+93,6.84410534627293,3.079488780357594,5.093651763315383,2.2909207565412784,Iris-virginica
+94,5.3509647243479534,3.39644143966769,1.496546090116128,0.39655763350329765,Iris-setosa
+95,5.208181854614934,3.7752998642355906,1.4967419452952075,0.20195212019960132,Iris-setosa
+96,6.347983125207438,2.905341924250623,5.556881209921875,1.7978707236016471,Iris-virginica
+97,6.381021546896511,2.8970852072721778,4.330422119993477,1.2850589889082396,Iris-versicolor
+98,4.922938696542853,2.410544952703542,3.2692216281032653,1.0184419005528769,Iris-versicolor
+99,5.777318930215582,2.553537309758599,5.039618173017484,1.9825161742450632,Iris-virginica
+100,6.68846050773858,3.313436753460322,5.7982910504424865,2.5,Iris-virginica
+101,6.128176314916432,2.609367501778153,5.615805669970793,1.4007536312327766,Iris-virginica
+102,5.506351571438215,4.19999871875165,1.3999027485735314,0.20529828104197653,Iris-setosa
+103,7.325677908591247,2.8868779673065927,6.335886334447451,1.8034485380270844,Iris-virginica
+104,6.915334384145969,3.09811492445992,5.112703862335543,2.2920725208948127,Iris-virginica
+105,6.863290072583083,3.1039367930147352,5.094353580252611,2.300593838805151,Iris-virginica
+106,5.398618832494869,3.0,4.516666607775667,1.524826345199601,Iris-versicolor
+107,7.899998998040742,3.805542678703982,6.384733540137888,2.020093773641162,Iris-virginica
+108,5.405379349795177,2.9077296982456255,4.356761327124122,1.4381970688311623,Iris-versicolor
+109,4.909158125141557,2.39240811604365,3.3236375689533633,1.055624384040218,Iris-versicolor
+110,5.713072661242268,2.495739470560969,5.00051975884223,1.9963707885603024,Iris-virginica
+111,4.584234518685913,3.4030276583350187,1.3975318632235139,0.2991129467483814,Iris-setosa
+112,6.678949955568503,3.300241404673528,5.695856894804393,2.107874483952279,Iris-virginica
+113,5.391110820694048,3.0,4.5058807631814,1.509315112431654,Iris-versicolor
+114,6.100879348788579,3.0,4.625797950853768,1.4101605220872906,Iris-versicolor
+115,5.420443313151507,3.4310608891881023,1.7244635750020798,0.3893914346362144,Iris-setosa
+116,5.8062077723924705,2.708603760760498,5.097512310710535,1.8721656564807616,Iris-virginica
+117,5.896153640313707,3.0,4.24600688027514,1.4561308162341842,Iris-versicolor
+118,6.877354699981019,3.2035992947930274,5.79144151011392,2.3089195031786804,Iris-virginica
+119,6.309211801815236,3.3991610106026102,5.587940380365427,2.3852716292492055,Iris-virginica

iris/tab_ddpm/2/17/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/17/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.778164704657568,6.378778570597094,2.006997916415213,Iris-virginica
+1,5.015081552565912,3.3121770707018237,1.4055500141583326,0.1995445468830377,Iris-setosa
+2,5.223727089964868,2.7040768704338323,3.9846991694344025,1.3908517392875586,Iris-versicolor
+3,6.6802718797180995,3.0,4.945186691525077,1.640536594348573,Iris-versicolor
+4,5.0567527929729765,2.487214014723865,2.981765754795379,1.0931312123577361,Iris-versicolor
+5,4.995838130570512,3.287890485205569,1.3879711323362072,0.20193822859972188,Iris-setosa
+6,5.687627548208641,3.807628308518295,1.639052019986468,0.2961198134543026,Iris-setosa
+7,5.07085624423744,3.373917989083353,1.4809536832695362,0.19915638178775452,Iris-setosa
+8,5.004811953837278,3.2085165763069767,1.2000002055587136,0.19909543489996895,Iris-setosa
+9,6.518031604409133,3.184331216060867,5.104103867175153,1.999752939855431,Iris-virginica
+10,7.01487480275876,3.206904935005674,5.777698029741421,2.3030165005435874,Iris-virginica
+11,5.386042292389828,3.3950445220402217,1.7135653545117977,0.20600722896513735,Iris-setosa
+12,7.899998655945722,3.7863587388592097,6.368903447239239,1.99219716355409,Iris-virginica
+13,5.573056437708392,3.0,4.11051266899317,1.3047005744321467,Iris-versicolor
+14,5.506674868421621,2.403849399778539,3.7419590293288065,1.097781296654109,Iris-versicolor
+15,6.355223390654199,2.9756244508604324,5.635201416193904,1.903304501510714,Iris-virginica
+16,7.298267841074418,2.910543008954884,6.330589572512903,1.7946075060516014,Iris-virginica
+17,6.292081227413661,2.5047130755649833,4.851416052859055,1.4967027990378194,Iris-versicolor
+18,6.8266714089968055,3.1929649127195345,5.756179370412957,2.2850983072388877,Iris-virginica
+19,7.140418997114018,3.0,5.794702483406174,2.146093835833735,Iris-virginica
+20,5.710844037146149,2.495385075741475,5.000063407652212,1.9955369574847512,Iris-virginica
+21,6.705914574369713,3.306567485107755,5.6894938434271305,2.49999956943915,Iris-virginica
+22,6.7108029272637575,3.2946049798976316,5.668602571470126,2.4999995584888715,Iris-virginica
+23,5.423577991549014,3.886185064731471,1.7177274187495253,0.39419780217669254,Iris-setosa
+24,4.906162264510177,3.0,1.4014310905266134,0.19854973962557831,Iris-setosa
+25,6.41719118862948,2.910417667790779,4.29201133667694,1.306322203563982,Iris-versicolor
+26,5.295877960356549,3.371779203961571,1.4979710647487114,0.4391299897925569,Iris-setosa
+27,5.2151361519329535,3.575451931884031,1.5252240655469194,0.19945678129055205,Iris-setosa
+28,6.66777660396518,3.299867688433429,5.689650372854363,2.5,Iris-virginica
+29,7.317212300308552,2.916638602534483,6.3020253845285295,1.804191508294678,Iris-virginica
+30,6.317958579317681,3.40072405776003,5.586571486588202,2.3967268480573307,Iris-virginica
+31,6.672655515584271,3.308149098717751,5.753451718739221,2.5,Iris-virginica
+32,5.92341268812158,3.1944813314666347,4.792136388703916,1.797247149179608,Iris-versicolor
+33,6.30837560914908,2.5022548810472713,4.910118358034358,1.5144273190069855,Iris-versicolor
+34,5.83703466887864,3.0,4.1835055786837225,1.4652637904821033,Iris-versicolor
+35,5.478005535886849,2.5721731152773786,4.397741204415096,1.1855735607397415,Iris-versicolor
+36,6.569588889699018,3.23374357943119,5.1312748873132215,2.0642918650022835,Iris-virginica
+37,6.142554311316751,3.0,4.625675903128383,1.3937249889052028,Iris-versicolor
+38,4.995548496616589,3.399678320432762,1.635695187905772,0.4001820725258777,Iris-setosa
+39,5.385771730778446,3.0,4.481545380220973,1.4871410226993866,Iris-versicolor
+40,5.123209847937858,3.399244855982501,1.665223500969433,0.20292129206133577,Iris-setosa
+41,7.707528363430219,2.5904898156512886,6.9,2.30904685160889,Iris-virginica
+42,6.940097144478096,3.1722908377694585,5.742700861786066,2.285838946619439,Iris-virginica
+43,4.7417463036693235,3.2513721422720563,1.4065723815978528,0.19739427833493828,Iris-setosa
+44,6.501761989323636,3.0,5.487157881188513,1.7986936416645387,Iris-virginica
+45,5.051273333150246,3.55373033190307,1.5011052030351126,0.3783180863450301,Iris-setosa
+46,5.623367808236868,2.7498466756664235,4.465816463995903,1.2560811014276918,Iris-versicolor
+47,4.788441533544167,3.0,1.40189814444616,0.2964834210813719,Iris-setosa
+48,4.6149757045110125,3.2028254557306255,1.4035519621572772,0.20003643298783283,Iris-setosa
+49,6.293913756593999,3.293395138732351,4.688530511492981,1.6011132813531401,Iris-versicolor
+50,5.73702195551832,2.5186761177485923,5.017124838200644,1.9886663855137212,Iris-virginica
+51,5.043806805314233,3.3435215575312958,1.4545312678334246,0.20069936315220574,Iris-setosa
+52,5.274107885662165,3.829220065977206,1.7367983884804283,0.415764507066163,Iris-setosa
+53,4.999469074322914,3.1977064614373223,1.2,0.20504517109779047,Iris-setosa
+54,6.18214457716937,2.2000003094969074,4.516431813223628,1.5168242836628851,Iris-versicolor
+55,5.530498156438629,2.8407479262723565,3.521159721323185,1.3024096550280073,Iris-versicolor
+56,6.813410505729765,2.8043787233376154,4.789000050498175,1.4023346756122512,Iris-versicolor
+57,5.608149328026442,2.888956171331097,3.574569305562096,1.310647853992688,Iris-versicolor
+58,4.998029352184755,3.2192248793485843,1.2,0.1971238598618275,Iris-setosa
+59,5.188826565235795,3.8505333953261047,1.6461225627258682,0.37500779525851513,Iris-setosa
+60,6.7973840171960545,2.832420852651575,4.8333836955339375,1.4192286908066485,Iris-versicolor
+61,6.0730677785120015,2.8825889701496834,4.629107405515434,1.3005103364065478,Iris-versicolor
+62,5.433547894994973,3.403774070598126,1.7160965394218595,0.20103908882845792,Iris-setosa
+63,7.712407801152372,2.606238403329772,6.9,2.301187684074335,Iris-virginica
+64,4.904017220987778,3.0,1.4018464591496065,0.20231635370057427,Iris-setosa
+65,4.806193765062946,3.0,1.4043198806878394,0.10000010888611259,Iris-setosa
+66,4.40000049496361,2.9027951507862686,1.3970615316424415,0.20198109057311792,Iris-setosa
+67,6.4039847643333205,2.892787399723698,4.323024880762742,1.317332795662741,Iris-versicolor
+68,6.851044948663945,3.177209203353456,5.8413161009681644,2.3040956112938917,Iris-virginica
+69,5.193554058083547,3.8104244149712194,1.5509164986956454,0.4240876013038077,Iris-setosa
+70,6.409337960736713,2.702594828331739,5.290399538498662,1.9087676548480645,Iris-virginica
+71,6.698807862344273,3.0,5.004765850305796,1.7094885263221722,Iris-versicolor
+72,6.665660697847772,2.496492476030539,5.8355564121716395,1.787587269775949,Iris-virginica
+73,6.421071184435404,2.906130641414787,4.330458767261554,1.3176226280494348,Iris-versicolor
+74,5.748008374209403,2.6313002478987926,5.063947517319182,1.9429231362836332,Iris-virginica
+75,6.687460920695309,2.504228957587737,5.829036426791386,1.8005052965113761,Iris-virginica
+76,6.897854867568104,3.1971172653817255,5.69877553662899,2.297951738393789,Iris-virginica
+77,7.302338524880013,2.9054798344664783,6.275425493768034,1.8138840011534432,Iris-virginica
+78,5.097421752636489,3.450433356620877,1.3980886704989028,0.29868794435350987,Iris-setosa
+79,5.97504063200782,3.0,4.822779123666791,1.7954131993629587,Iris-virginica
+80,6.297362278933124,2.3022821917396894,4.422385017115726,1.279649866740563,Iris-versicolor
+81,4.400000717930939,2.8985398186681994,1.3754589041328769,0.19757421457562133,Iris-setosa
+82,5.977117498386749,3.0,4.792937704268761,1.80241244574336,Iris-virginica
+83,5.780932063273559,2.6733391018064627,5.11620988497544,1.9075119441518662,Iris-virginica
+84,5.430461741734386,2.5682751446186183,4.346037528336748,1.196884461970617,Iris-versicolor
+85,5.011949715520452,2.468807796554384,3.215227479693506,1.0793867128766772,Iris-versicolor
+86,5.263939795330167,3.7711877453896334,1.4961287422364968,0.19660888017361178,Iris-setosa
+87,5.889682683779685,3.0,5.088859608922778,1.8063320976896593,Iris-virginica
+88,6.5280639342852105,3.1716406472979712,5.123952462227567,1.9912968290023763,Iris-virginica
+89,4.870609249401915,3.0961300436998584,1.5075054102691055,0.10000009224758803,Iris-setosa
+90,5.530156338460746,2.5383967222942916,4.149457727018748,1.1540123607167878,Iris-versicolor
+91,5.725939889512222,2.807044621731431,4.503294418386402,1.3386818391845414,Iris-versicolor
+92,5.120609748900585,3.3960582814635147,1.565334211478972,0.1971205347935686,Iris-setosa
+93,4.400000564739257,2.898642465301309,1.390234591771817,0.19288454399222263,Iris-setosa
+94,5.096459652668279,3.4998422730525096,1.406952924031043,0.30412531790097225,Iris-setosa
+95,5.126596063167825,2.495027101632319,3.059287535130891,1.0893204470828524,Iris-versicolor
+96,6.078424358543848,2.7992137357405498,4.696811840616833,1.1799861141731356,Iris-versicolor
+97,4.8377292151812155,3.0,1.4265918011219554,0.10000009028816002,Iris-setosa
+98,5.608956521211968,3.0,3.8754981731664597,1.2924036596886148,Iris-versicolor
+99,4.770275439493369,3.0,1.3899582716155927,0.1,Iris-setosa
+100,4.884365452123204,3.1267097363562883,1.4932935607822406,0.10000010270835508,Iris-setosa
+101,5.999655910994753,2.2000003183942924,4.957647771526089,1.4925991854496146,Iris-virginica
+102,5.761962852157241,2.779385472656694,5.092786522971306,2.3891336955094924,Iris-virginica
+103,6.664054982752789,3.2957565393325767,5.693618125496634,2.5,Iris-virginica
+104,5.798889604097387,2.714462312939683,5.097218422572108,1.8990237176196587,Iris-virginica
+105,5.520698347783672,2.6303596048383135,4.417759295374013,1.2067357789905375,Iris-versicolor
+106,5.57750485267019,2.935793043385865,3.7297941342762666,1.299094505808444,Iris-versicolor
+107,6.296243568266183,2.7101125993763864,4.940662990670602,1.8131566255627067,Iris-virginica
+108,5.663294563952985,3.7923872774259664,1.7821916950439651,0.328047541125829,Iris-setosa
+109,6.931796202081855,3.185156711223562,5.806504264305576,2.3111829330461844,Iris-virginica
+110,4.400000459059904,2.915620243761504,1.3913925196163581,0.2016222106436592,Iris-setosa
+111,5.800182614287901,2.6798550391970712,5.096547650836266,1.9010018746416542,Iris-virginica
+112,4.890737757205474,3.0594318176882602,1.4895838196525668,0.1,Iris-setosa
+113,5.9808657910701015,3.0,4.786084650116284,1.80233107586062,Iris-virginica
+114,6.688564372679779,2.4804788046241906,5.737186982005433,1.7943534046863645,Iris-virginica
+115,6.311194118779287,2.907836873956938,5.600767162283897,1.80171968413566,Iris-virginica
+116,5.594154829697012,2.672547513705103,4.396885344597255,1.2613415758383768,Iris-versicolor
+117,4.600743997921349,3.393636213550593,1.4031345601803091,0.3157491796927269,Iris-setosa
+118,6.287530791506607,2.8489994931843516,5.555914705701662,1.8071229267363682,Iris-virginica
+119,5.102540042043881,3.393583606543061,1.5135775884680156,0.1987386054738628,Iris-setosa

iris/tab_ddpm/2/18/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/18/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.025279664279745,3.0,4.826114639895843,1.7995750146283518,Iris-virginica
+1,5.1028620396759345,3.5174608406907453,1.3953995751004413,0.3274083900272191,Iris-setosa
+2,6.701344920015761,2.4866634412337083,5.791203582096742,1.797009259729602,Iris-virginica
+3,5.896658037744273,3.0,5.098147649293988,1.7956370870260638,Iris-virginica
+4,6.287069906200962,3.4088589286236513,5.594016782835314,2.40010679704858,Iris-virginica
+5,6.475388055308749,3.0,5.512972404527611,1.801804334884275,Iris-virginica
+6,5.000320219596669,3.294666175390497,1.4090928627172368,0.20297727522836867,Iris-setosa
+7,6.472689265128454,3.0,5.481079443849476,1.8022351900224536,Iris-virginica
+8,7.074707627446819,3.0,5.980507365970632,2.1075425979881297,Iris-virginica
+9,6.414149816636602,2.697040991726568,5.339510404130199,1.9050839789608396,Iris-virginica
+10,4.90599024491018,3.09986842061174,1.6565882886375487,0.10000010043970653,Iris-setosa
+11,6.307597775110413,3.2933314595899112,4.682784477312275,1.6086020387158237,Iris-versicolor
+12,4.906051598517305,3.0903600258690695,1.4923238251213655,0.10000010703135648,Iris-setosa
+13,6.02441347415585,2.6877591541786114,5.099701105324878,1.584173341575961,Iris-versicolor
+14,7.7159188819872675,2.599897018298458,6.9,2.318135491464213,Iris-virginica
+15,5.563695598084167,3.7057184984213425,1.566051588393537,0.3286230091348478,Iris-setosa
+16,6.089273865377917,3.0,4.59758379477128,1.4095331311379793,Iris-versicolor
+17,5.670005611257113,2.511514652714438,5.004563225144901,2.0018696106930856,Iris-virginica
+18,6.403638687801466,2.8918085554837045,4.33220561521808,1.3018775766599584,Iris-versicolor
+19,6.724256943722219,3.294837559820639,5.6853869409864135,2.49999957842716,Iris-virginica
+20,5.786974318794364,2.70514168895809,5.10202686909144,1.8966272551152403,Iris-virginica
+21,6.104593128973274,2.595493271300719,5.611626552213325,1.3983073461730375,Iris-virginica
+22,5.527581469823402,4.199999048871176,1.405870010469769,0.2011821681119591,Iris-setosa
+23,4.905527806662699,3.0,1.4001540752737167,0.19750956838370323,Iris-setosa
+24,6.699268637385291,3.3052948724161744,5.759667864518328,2.4999995113550115,Iris-virginica
+25,6.0150397052364335,2.200000351476348,4.961969402587661,1.5146523187408631,Iris-virginica
+26,5.802446033772833,2.805395393324939,5.093651584875796,2.3998520874456513,Iris-virginica
+27,5.533799599459783,2.625112906824024,4.40215207915669,1.2162081342721358,Iris-versicolor
+28,5.64111912460911,2.7142697707116987,4.183331711303172,1.3071539937222747,Iris-versicolor
+29,6.697357949392592,3.3133149019570016,5.7034119368264875,2.5,Iris-virginica
+30,6.662505107125692,3.299805167245747,5.660254133996509,2.1282945837267753,Iris-virginica
+31,7.679388206131865,2.606194076315455,6.899998730719844,2.2846703949990625,Iris-virginica
+32,5.711834368608495,2.5092202244405657,5.001208425742974,2.003731528151902,Iris-virginica
+33,5.149740378674501,3.5309288907726573,1.4977731957910594,0.19825253095601142,Iris-setosa
+34,6.9172350152672735,3.0990028232057947,5.105279335897716,2.3042875767950477,Iris-virginica
+35,5.0994331683975425,2.506190264344079,2.9743092541840728,1.0944115298444381,Iris-versicolor
+36,6.797040186717728,3.0,5.429192948913562,2.1499041986897214,Iris-virginica
+37,5.098519489078567,3.503164825483078,1.4018269953288098,0.3005056813001598,Iris-setosa
+38,6.308431078791328,2.9078078189137337,5.6071519448407505,1.8025826637907028,Iris-virginica
+39,5.5095600022319795,4.199999020863244,1.3989111800467753,0.19871682014735653,Iris-setosa
+40,5.506258467630041,2.6255653997644157,4.410832874679813,1.2429089407134681,Iris-versicolor
+41,6.289634747502003,3.3962960383756013,5.620962856069828,2.400992088400325,Iris-virginica
+42,4.705714067958414,3.3989295474877133,1.4156999992845152,0.3002813667819026,Iris-setosa
+43,5.424639609212251,3.0,4.5127503026352125,1.5058060876098127,Iris-versicolor
+44,6.784324521466242,3.2184420029549687,5.684831467058806,2.2202480947176477,Iris-virginica
+45,5.338059024616806,3.410121311701996,1.6644448143057275,0.20067351030889546,Iris-setosa
+46,5.113766014995724,3.300574037147894,1.7854400176772212,0.44487300411967595,Iris-setosa
+47,5.422384292162228,3.4054779594456974,1.6959942021103085,0.19854273215164892,Iris-setosa
+48,4.609347491323421,3.397336188347076,1.4046261740859927,0.3127212306282078,Iris-setosa
+49,5.6814844036878,2.757958535039511,4.341770056385247,1.291249994546611,Iris-versicolor
+50,6.4106386600992975,2.7330168256579714,5.306578937123448,1.9972235374141438,Iris-virginica
+51,6.84048161022428,3.0,5.509886261790959,2.0944398182817388,Iris-virginica
+52,5.381722672930648,3.3879179191654596,1.5949498081945648,0.4496290492032222,Iris-setosa
+53,5.395150437708069,3.0,4.468497522336219,1.486906655930716,Iris-versicolor
+54,6.818646380835872,2.7852523151943234,4.8343442730257795,1.3992050159688059,Iris-versicolor
+55,6.708085185651785,2.5056432272503835,5.80160955401318,1.7990382970353165,Iris-virginica
+56,4.495813682416509,2.3075371067795563,1.295720522414687,0.29804216510344983,Iris-setosa
+57,5.997765790179535,2.8761305916266324,4.5907130045157185,1.41415653530491,Iris-versicolor
+58,5.524930199757995,2.6144951215801533,4.386375585645559,1.2204866080258427,Iris-versicolor
+59,4.994917045198119,3.384951242816949,1.7221926018208438,0.39047289748225467,Iris-setosa
+60,6.400243731092771,2.8955237942267207,4.309707288149994,1.308142895409248,Iris-versicolor
+61,7.9,3.8365601846236954,6.4125871222198665,2.0238141349283927,Iris-virginica
+62,6.303514970527668,3.3011135273161143,4.719767979663291,1.6074511107490643,Iris-versicolor
+63,5.285161786605967,3.3960607791949506,1.4949510177357102,0.3796590404323775,Iris-setosa
+64,7.105129844450847,3.0,5.915595165332643,2.10279288571267,Iris-virginica
+65,7.71836590307297,2.5588578614342525,6.9,2.3101988073113775,Iris-virginica
+66,4.970810786878839,2.430350829620143,3.219968595484238,1.0112811868503189,Iris-versicolor
+67,5.087698280063856,3.452907707341058,1.4035727549114734,0.29631435798071126,Iris-setosa
+68,5.90154208316508,3.20189834781506,4.811597711671677,1.806961843225317,Iris-versicolor
+69,5.960472144337376,2.9090110288816207,4.566630506904483,1.449777981115944,Iris-versicolor
+70,6.909755572095607,3.106329747724848,5.096006801373296,2.2985323423834054,Iris-virginica
+71,5.719650322729405,2.4771246785858603,5.000610088598247,2.004235194909876,Iris-virginica
+72,5.486084268313905,4.199999269740497,1.4011625725331496,0.19840463113344056,Iris-setosa
+73,7.150322444396843,3.0,5.952013191234082,2.1136468040046372,Iris-virginica
+74,6.716367719460592,2.4934201316183393,5.740973581195069,1.799748996133749,Iris-virginica
+75,4.902848374684278,2.4012694213636765,3.235221776030215,1.0048565627140984,Iris-versicolor
+76,5.881041345739299,3.0,4.259078298832484,1.4864511766041666,Iris-versicolor
+77,7.282634099812221,2.8912536709804932,6.256741227125282,1.798872489281046,Iris-virginica
+78,5.411571892645758,3.0,4.440293947512091,1.4713258198688037,Iris-versicolor
+79,5.641231202495219,2.770898213915446,4.286097723844155,1.2975265496609452,Iris-versicolor
+80,6.469254955199091,3.0,5.703541148472672,2.2039527583419307,Iris-virginica
+81,6.104439006106453,3.0,4.60277874337998,1.4135544358466479,Iris-versicolor
+82,4.902004100741069,3.100496058889222,1.6206911173145853,0.10000009724249696,Iris-setosa
+83,5.0434618001438345,2.474884491389656,2.905507015768767,1.0814203262207285,Iris-versicolor
+84,5.835885337881836,2.851450237435165,4.538732760869312,1.3500695822774973,Iris-versicolor
+85,5.397131162853141,3.886345479385812,1.6917133120269237,0.38424059341537975,Iris-setosa
+86,5.290897697404134,3.7237998632956524,1.5187256257581825,0.2004365417719561,Iris-setosa
+87,5.8057733734704575,2.808288189546726,5.104728996105209,2.4021119029159625,Iris-virginica
+88,6.030022671760251,3.0,4.462372900212472,1.4685593974395497,Iris-versicolor
+89,5.602613724921787,2.480414657015639,3.8951138323788657,1.0998422899164266,Iris-versicolor
+90,6.536378769793966,3.3420255128418486,5.6741835439179775,2.499984292803917,Iris-virginica
+91,5.052128624820163,3.624989855206846,1.4986486852183472,0.42682024939769436,Iris-setosa
+92,5.431549136953268,3.0,4.502978381814219,1.486636696409964,Iris-versicolor
+93,5.590043363896932,2.6723984058994095,4.188138235420268,1.273265851087203,Iris-versicolor
+94,6.316788018603863,3.4064560092047844,5.590270729756961,2.4076510859133577,Iris-virginica
+95,6.297693103251372,3.3022294469581785,4.6721096707068765,1.591533863656497,Iris-versicolor
+96,5.740103193297156,2.6799048424026317,5.093773373221915,1.9031603345013757,Iris-virginica
+97,4.8880627887037145,3.0,1.400370999024892,0.20456500763905047,Iris-setosa
+98,5.52987351051262,2.437001156792467,3.7821062262854848,1.0982918287175416,Iris-versicolor
+99,4.8761168407057935,3.0896766060574126,1.5354604709475925,0.10000009627998598,Iris-setosa
+100,5.110008598621449,3.5415708210096795,1.3989476013161073,0.29809777145392097,Iris-setosa
+101,5.830448364047859,2.835207216601096,4.513021315976152,1.4334331535369371,Iris-versicolor
+102,5.2087197197326205,3.7655620027209697,1.6265770265675221,0.2009702777182746,Iris-setosa
+103,6.099338748929716,2.613232961996528,5.60411453052891,1.381978700831492,Iris-virginica
+104,5.556270192627019,4.2,1.4017424254390445,0.2049333765124786,Iris-setosa
+105,5.897808560037177,3.0,4.0331581475688845,1.498392716961428,Iris-versicolor
+106,5.292220595203248,3.8684229665237746,1.6687221037270035,0.42507497643357645,Iris-setosa
+107,7.0523232496318915,3.0215830673143342,5.911222910099266,2.144941537810669,Iris-virginica
+108,6.463211070800503,3.0,5.547811595434262,1.7968957147662072,Iris-virginica
+109,5.5437147950687455,2.464792483054364,3.7824361337722934,1.0875603986401325,Iris-versicolor
+110,4.91114250681666,3.104360898341157,1.4978734610517241,0.10000010573664277,Iris-setosa
+111,5.089465457210147,3.4002481998649303,1.5015102143227144,0.20025806124623882,Iris-setosa
+112,6.71276513212424,3.3065945747514496,5.774654127279315,2.5,Iris-virginica
+113,6.318602614818028,2.297175841901093,4.384362621876029,1.3008644470554664,Iris-versicolor
+114,5.135886841904461,3.781609298842762,1.5466092558035462,0.1997384714060552,Iris-setosa
+115,7.9,3.797444741133322,6.3970147647300735,2.005835942671424,Iris-virginica
+116,6.467061736777661,3.0,5.782956618121614,2.195600940490156,Iris-virginica
+117,6.6841161779885105,2.489334747391769,5.806323314707248,1.7956350531215042,Iris-virginica
+118,4.607477453733164,3.200667081469175,1.4008787286949829,0.20013440196207585,Iris-setosa
+119,4.793203268367089,3.0,1.3998502335238614,0.2976872720128744,Iris-setosa

iris/tab_ddpm/2/19/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+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/2/19/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.998838584692936,2.200000320217653,4.972714303407864,1.5229640053122129,Iris-virginica
+1,4.999307097429674,3.216740189611538,1.20000019271517,0.20391825125929278,Iris-setosa
+2,6.534796788743633,3.0,5.510699523347934,1.8025675285999763,Iris-virginica
+3,6.8683555184133045,2.7859949006638476,4.800067561418166,1.3834803436387777,Iris-versicolor
+4,6.301685608313761,3.398239652193968,5.641524510954359,2.393707845663453,Iris-virginica
+5,6.138656186348135,3.0,4.608094911655465,1.4067893422251496,Iris-versicolor
+6,4.930525328583476,3.0313908661003577,1.403235231065517,0.19980428211343865,Iris-setosa
+7,5.09375741586576,3.384752235680537,1.4871379285362911,0.19906482327029085,Iris-setosa
+8,6.708693834746081,3.2943461787108848,5.675393453508397,2.4999995448733,Iris-virginica
+9,5.801488186367276,2.868046251492561,4.53285230865779,1.3785686372145554,Iris-versicolor
+10,5.542477093110035,4.199998853991597,1.404793989974055,0.20432452617076147,Iris-setosa
+11,6.521324560967809,3.0,5.511998478079613,1.7980888817368281,Iris-virginica
+12,5.912339989915303,3.0,4.1403931212555465,1.5037377954406308,Iris-versicolor
+13,5.99275003522227,3.0,5.119409221395918,1.8014071267108065,Iris-virginica
+14,5.771204682071219,2.663717933969009,5.081079681893064,1.9282742881885477,Iris-virginica
+15,5.640498967007266,2.717313781496464,4.2698186731232175,1.310526555157252,Iris-versicolor
+16,7.686440993617372,2.58278754511755,6.9,2.301464998350221,Iris-virginica
+17,4.906835186536505,3.104892284138676,1.5090799800177506,0.1,Iris-setosa
+18,7.717499196251079,2.606415485597231,6.9,2.306585045730228,Iris-virginica
+19,4.999557197138283,3.3969156996429857,1.6362095338935687,0.39806848484417257,Iris-setosa
+20,7.726431102936609,2.6051762239358682,6.9,2.3075052698402247,Iris-virginica
+21,5.799642582587748,2.722002087085983,5.10139695900628,1.9014367519809543,Iris-virginica
+22,6.0194879899100755,2.2,4.987907980862227,1.5339764004042342,Iris-virginica
+23,5.800382915603889,2.788592249637016,5.096952674076906,2.4080645232640596,Iris-virginica
+24,5.5322905150214226,2.653702469092978,4.260417868679094,1.256415264896188,Iris-versicolor
+25,5.158222040632117,3.816789488683726,1.6375164814232528,0.37314916977954576,Iris-setosa
+26,7.31000514533008,2.894118600810274,6.289234594583027,1.80833951954556,Iris-virginica
+27,5.097161325478452,3.397542765652252,1.6162424307069956,0.2021645929652491,Iris-setosa
+28,5.056404520690937,3.489768264757338,1.5669205369078083,0.2713368622652389,Iris-setosa
+29,5.402396215328773,3.0,4.501039583293952,1.4899769683409434,Iris-versicolor
+30,4.400000547804695,2.9187807354393667,1.3937002226219015,0.18968857313041676,Iris-setosa
+31,4.593187533040906,3.20072338022785,1.39529182552579,0.19869984457172468,Iris-setosa
+32,5.548335145620736,2.423393114497132,3.869528161414364,1.0934429122906262,Iris-versicolor
+33,4.897200600032051,2.4163310750686087,3.288129585039248,1.0514545079780868,Iris-versicolor
+34,7.705018860576621,2.583923162643207,6.9,2.29405652785349,Iris-virginica
+35,5.628931577924731,2.9365045137575643,3.6735231851344303,1.3171997239937985,Iris-versicolor
+36,4.908326836190143,2.405087318518358,3.2800014152206893,1.005841118286179,Iris-versicolor
+37,7.899998988115507,3.7964644217313372,6.391985201891128,2.020259002844476,Iris-virginica
+38,6.118385538972561,3.0,4.616160302113381,1.388773956671723,Iris-versicolor
+39,5.41646434244058,3.4058636685243724,1.4981645352208852,0.36782795984581784,Iris-setosa
+40,5.601062908554929,2.8979915514610606,3.6790110853852442,1.3134582250203324,Iris-versicolor
+41,5.105292659267305,3.554980018670434,1.4064211997071707,0.2950054525543305,Iris-setosa
+42,7.104443771836227,3.0,5.947379038344858,2.063107135984386,Iris-virginica
+43,6.0941248873195075,3.0,4.5993500676282215,1.3867667453014167,Iris-versicolor
+44,5.594662565773254,2.869029721454874,3.545054696059423,1.3107770679355668,Iris-versicolor
+45,4.987005344266672,2.4469592619300378,3.2640008425692044,1.0892415867847691,Iris-versicolor
+46,6.000506626626707,2.685112925521757,5.105558638303334,1.5899713254442962,Iris-versicolor
+47,5.934756535490954,3.2190017869376284,4.800985618945713,1.8096786975765768,Iris-versicolor
+48,6.889997442569393,3.113894166136773,5.111417493141478,2.299040815858286,Iris-virginica
+49,4.781627523056915,3.0,1.4008245377360158,0.30380915172482414,Iris-setosa
+50,5.634709523361055,2.722759016668104,4.101895616326637,1.308000698971488,Iris-versicolor
+51,5.681746259876571,3.7881790163937143,1.6107595032028885,0.29193451849458674,Iris-setosa
+52,5.005217257903179,3.4109881428895763,1.525199198425405,0.40522891502731334,Iris-setosa
+53,5.736648757895785,2.8104945760773754,4.502294467145363,1.3306747460617798,Iris-versicolor
+54,5.126002573579588,3.3119924610814517,1.630081040407381,0.43821844174466335,Iris-setosa
+55,6.503595365680049,3.0,5.820420081551923,2.2015264499833695,Iris-virginica
+56,5.423856317090408,3.39871715332837,1.7167385933065558,0.19852119703788929,Iris-setosa
+57,5.48935168352175,2.5946668586207147,4.3918054543463585,1.2113523049770292,Iris-versicolor
+58,5.201093920447835,2.6970250049777817,3.8814744703396875,1.4055038422461805,Iris-versicolor
+59,6.8537650116902356,3.2109125859897283,5.897005833173583,2.307800080045735,Iris-virginica
+60,6.794050988089261,3.200124524436411,5.905631334798857,2.2955267302479694,Iris-virginica
+61,5.914813716973282,3.0,4.229437383465186,1.503349448402159,Iris-versicolor
+62,5.929496238873351,3.1880771280481923,4.783674700634696,1.7886785439484867,Iris-versicolor
+63,6.015956348369102,2.7096210676156183,5.0971711446861825,1.6017598506433834,Iris-versicolor
+64,5.4133725097477265,3.410120796547528,1.7292920155169504,0.2065771679472393,Iris-setosa
+65,4.4,2.919934856308066,1.403822146408213,0.20326897311255007,Iris-setosa
+66,5.424182787615633,3.0,4.508567015287284,1.512726155589969,Iris-versicolor
+67,5.606984537752657,2.735495951314975,4.3780435725612215,1.3211024229873647,Iris-versicolor
+68,5.899209339668181,3.1972761780237007,4.817075360209093,1.790073577843625,Iris-versicolor
+69,6.859074536572601,3.200631878029488,5.7048560948046205,2.313410242634215,Iris-virginica
+70,5.115130701563549,3.3006559705367495,1.6941024977533061,0.459882985404241,Iris-setosa
+71,6.2898973352170096,3.295308397003748,4.683661740218266,1.6066178367252613,Iris-versicolor
+72,5.8113434411017835,2.7917866096569313,5.096004257163782,2.3970009010460047,Iris-virginica
+73,5.560948598358047,2.8184969281034036,3.544668554198119,1.3150320176735173,Iris-versicolor
+74,6.721119855861825,3.3064324854275364,5.663703650608196,2.5,Iris-virginica
+75,5.781319067122077,2.6892129562929177,5.102198428093683,1.905138169572798,Iris-virginica
+76,5.1003420860424695,2.5025378108006846,3.0747218542733314,1.0954634878256768,Iris-versicolor
+77,6.011289715473218,3.0,4.767381758949765,1.8030175010043856,Iris-virginica
+78,4.499945059165173,2.3003385845684563,1.2957869017983323,0.292853905344496,Iris-setosa
+79,5.771134040324938,2.6265421580514285,5.061371562190987,1.9378883175742079,Iris-virginica
+80,4.899121860280987,2.405821384681894,3.253367383256803,1.0168019254622598,Iris-versicolor
+81,6.669965256043908,3.0,5.007865032677435,1.6944530671237645,Iris-versicolor
+82,4.796795417046484,3.0,1.4000690077573776,0.3158581380715572,Iris-setosa
+83,5.529970017139903,2.412427268908138,3.7954645760852643,1.1163935651629602,Iris-versicolor
+84,4.610394242765234,3.3955987246377646,1.3925864039236555,0.3091462117973507,Iris-setosa
+85,5.892447074125984,3.0,5.093762320559995,1.802100597771806,Iris-virginica
+86,5.39904216265043,3.0,4.489604698307518,1.5136180244404929,Iris-versicolor
+87,5.228298229011182,2.7061589787439533,4.0105634897273506,1.4228333278385599,Iris-versicolor
+88,6.857837031454625,2.7910106199694726,4.7900720750815395,1.4013574434124236,Iris-versicolor
+89,6.697394414677442,3.2921040164356423,5.66720409678185,2.0945855375989186,Iris-virginica
+90,5.527287540209919,2.572745707790769,3.988070334768547,1.1659430632420429,Iris-versicolor
+91,4.909458889932658,2.4019092096209813,3.395215650899347,1.0113362796687142,Iris-versicolor
+92,5.003216226112345,3.3021290618839996,1.3948629994279373,0.20127204096156084,Iris-setosa
+93,5.99367548358052,2.69365866504039,5.094880151333835,1.5701656154662864,Iris-versicolor
+94,6.8317494515225325,2.8089468701236027,4.7726578621015285,1.3968787464516863,Iris-versicolor
+95,6.006298946986012,2.6984349702317747,5.088060117123992,1.5871887078524667,Iris-versicolor
+96,6.021927335747404,3.0,4.4912494775020475,1.4625239268058063,Iris-versicolor
+97,6.093272660733372,2.6042520386722168,5.630414693049239,1.388660333084389,Iris-virginica
+98,5.006008773569843,3.2038120104475607,1.2000001967550147,0.18773889537664873,Iris-setosa
+99,5.144289814624406,2.489344979729295,3.101948864456835,1.1083838661810153,Iris-versicolor
+100,5.680658990202786,2.7908335973033314,4.438420583508905,1.3078806933731335,Iris-versicolor
+101,5.148043862752224,2.513645891847948,3.2933790566933387,1.1268089186549959,Iris-versicolor
+102,5.383420921989843,3.0,4.502159730479063,1.5005632420055997,Iris-versicolor
+103,6.817888628367607,2.8145078449988117,4.806484968527919,1.40219663564523,Iris-versicolor
+104,6.085983506320769,2.8031614899962736,4.686304177058269,1.2165249711074937,Iris-versicolor
+105,5.775359533066859,2.8136480184110266,5.10251976855912,2.4000832196459325,Iris-virginica
+106,4.400000538452368,2.9230576809521356,1.400310953170436,0.1950484226112491,Iris-setosa
+107,5.088559143551936,3.720473638300942,1.4991922073665493,0.40579851194605093,Iris-setosa
+108,5.93398000734977,2.816883566920218,4.392596887466363,1.4047988724176224,Iris-versicolor
+109,5.37987494699913,3.392728570435234,1.4989623126568352,0.43451763667325705,Iris-setosa
+110,5.716106815204162,3.803323976169108,1.6549738568739354,0.29895388219441166,Iris-setosa
+111,7.719414990207056,2.6045710611402866,6.9,2.3052225360659704,Iris-virginica
+112,6.025625692901526,2.9224374864945233,4.500455940253628,1.4999704320307312,Iris-versicolor
+113,4.604036246049381,3.202614996954262,1.4024468101264815,0.20312347735800787,Iris-setosa
+114,4.496459141183674,2.296135308850519,1.3022538110794928,0.34688426694260305,Iris-setosa
+115,4.4,2.8873522714852986,1.39769729435607,0.19975148279113958,Iris-setosa
+116,5.008687894152237,3.3067910368561892,1.402278483764066,0.20200874373055508,Iris-setosa
+117,6.690681725649951,2.5137371315936505,5.697518704100852,1.7950983230116233,Iris-virginica
+118,6.104792001115047,2.621524938738599,5.577968102692228,1.4330553240816342,Iris-virginica
+119,5.323497075353811,3.6455086012459623,1.5212920773943162,0.20014892626233602,Iris-setosa

iris/tab_ddpm/2/2/test.csv

@@ -0,0 +1,31 @@
+,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