a

iris/tab_ddpm/1_1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699998370015141,2.89569607210476,6.699997942450807,1.981406832810193,Iris-virginica
+1,5.835664633641872,2.763976360696315,5.178678178849421,1.8300240558575058,Iris-virginica
+2,6.158015909403845,2.599248908102973,4.968300862706011,1.5408401155832097,Iris-versicolor
+3,5.859853935614348,2.7691332388375867,5.144810426401142,1.8861657475749514,Iris-virginica
+4,5.353320702642593,2.9526772062033473,4.43250000076179,1.4650831133152917,Iris-versicolor
+5,5.787129968595363,2.729159378346201,5.071254704683037,1.8864361816292252,Iris-virginica
+6,5.108266457762433,3.607050540815163,1.4387916686702975,0.2,Iris-setosa
+7,5.100220368172675,3.3271062791704957,1.2782248798403633,0.2,Iris-setosa
+8,6.680301780662972,3.0112364252475796,4.407582174621702,1.4000562820153966,Iris-versicolor
+9,5.091815562948241,3.520328999483651,1.3433176099218627,0.3097418562939924,Iris-setosa
+10,5.296876780997558,2.952705394094767,4.416945942245129,1.4819989519415901,Iris-versicolor
+11,5.482211742230346,4.161780565606053,1.4109539755006504,0.2,Iris-setosa
+12,5.1241780658411,3.3010111028669766,1.694004237346882,0.37599025858049195,Iris-setosa
+13,5.144996395796718,2.5128750026138675,3.517211055865576,1.1206368518809613,Iris-versicolor
+14,5.3421356281962895,2.4102997756101723,3.0218914777630017,0.9794038236767999,Iris-versicolor
+15,6.569648777713855,3.118756808745393,4.492694020308335,1.446446875977258,Iris-versicolor
+16,5.432288975261315,2.536084140261583,4.094716122266679,1.2604517384984304,Iris-versicolor
+17,5.748157797953717,4.4,1.5485837581715605,0.3807528461143447,Iris-setosa
+18,5.084538965801984,2.448375254208558,3.6321755708665284,0.9729933609259002,Iris-versicolor
+19,6.94033748895946,3.017819227144612,5.605004544819115,2.1465553238174246,Iris-virginica
+20,5.065654055168419,3.4736451316823995,1.2555880920291376,0.29209618323270664,Iris-setosa
+21,5.2779257349608635,2.6817421136453925,4.000598501003873,1.371521421044989,Iris-versicolor
+22,4.894724073513695,3.520195261575421,1.3572177279728905,0.29840011817027695,Iris-setosa
+23,5.364631264339181,2.4393848618335063,3.6431095811144054,1.1145444755496143,Iris-versicolor
+24,5.270737672553471,3.426798292656778,1.563285023352856,0.2,Iris-setosa
+25,5.774919876676172,3.094823776487115,4.650879129436492,1.5934120340238995,Iris-versicolor
+26,5.739523672867913,3.0924843430190845,4.537807276471018,1.5243435511814518,Iris-versicolor
+27,6.077179369641338,2.961625118986213,4.943559661628784,1.7897562957045003,Iris-virginica
+28,7.7,2.7946335290914353,6.7,2.062806188506333,Iris-virginica
+29,5.2059784789154415,3.4212459186938364,1.512764763385025,0.2,Iris-setosa
+30,7.7,2.8418475236796197,6.7,2.0432089471042545,Iris-virginica
+31,6.099708841432855,2.4874013666214245,4.621043022040549,1.3910131874316134,Iris-versicolor
+32,4.942764665237449,3.115842030593451,1.225098604468433,0.2,Iris-setosa
+33,5.249669516065174,3.4698513803534743,1.568451829455167,0.2,Iris-setosa
+34,6.142769515954463,2.3260869494789005,4.343686193231121,1.1880157792431354,Iris-versicolor
+35,7.699997810800909,2.8154474642340928,6.699996386831936,1.9813246885824338,Iris-virginica
+36,6.604676197931117,2.9243596182718474,4.733520547425887,1.4826320190607887,Iris-versicolor
+37,6.678830867941536,3.0353376509304626,4.541825645805561,1.417548446552648,Iris-versicolor
+38,6.307860914590311,3.063307755358308,5.394421711236312,1.7824119918571333,Iris-virginica
+39,5.121449364561343,3.8918817621554704,1.6443717243132596,0.3933455837694825,Iris-setosa
+40,4.916694716696733,3.520160858704503,1.400326192756928,0.33466705997371726,Iris-setosa
+41,5.2493421952149335,3.38799381750581,1.6252509619874351,0.2,Iris-setosa
+42,6.700635189882646,3.2684690061370243,5.684974643669752,2.5,Iris-virginica
+43,5.498052095422542,4.173769755741262,1.3420778637385904,0.2,Iris-setosa
+44,6.136013304601715,3.267573456990586,4.526542637440164,1.552801241773128,Iris-versicolor
+45,6.024968569975865,2.8892669082167335,4.425532289471458,1.3180884006297269,Iris-versicolor
+46,6.292960378273934,2.695640747215378,4.924466694163563,1.7865979321837957,Iris-virginica
+47,4.677743221904296,3.418454263548065,1.3345894781581775,0.30053946741618165,Iris-setosa
+48,6.230769209738899,2.897408043665421,4.970184747242731,1.7716496979068932,Iris-virginica
+49,6.440704987801991,3.1361968157020312,5.499415139009296,1.8022652574195326,Iris-virginica
+50,7.699997277467407,2.7388868569295823,6.6999985576626235,1.993097401840815,Iris-virginica
+51,4.864539451765225,3.4431233764117293,1.4303996996934087,0.3082784671405584,Iris-setosa
+52,4.400000732837153,3.1677684036366496,1.3158469317004322,0.2,Iris-setosa
+53,7.69999852259525,2.7476455615321083,6.699998471787896,1.9959595777637866,Iris-virginica
+54,7.14706492947001,2.9496478691250014,6.153521547676991,1.8103853315548712,Iris-virginica
+55,4.400000468420368,3.2135525681767274,1.320826202649467,0.2,Iris-setosa
+56,4.85555892349283,2.3811039249434867,3.46100273501993,0.965016954932203,Iris-versicolor
+57,6.918632901752861,3.208877798411015,5.67433615697922,2.221876782316874,Iris-virginica
+58,5.13332977531214,3.5927748961976995,1.4124093593659408,0.36943286937394704,Iris-setosa
+59,5.403668322609335,2.8888914570988846,4.356894194132195,1.4427775821196227,Iris-versicolor
+60,5.028963172205811,2.4355538647965584,2.9824934337904834,1.1492628090707193,Iris-versicolor
+61,5.196564859556094,3.5222457973266867,1.5357814889688475,0.2,Iris-setosa
+62,5.12309240483635,3.371899265679797,1.6988096231040348,0.4323734680715848,Iris-setosa
+63,6.3548170136683435,3.3959828664470475,5.5950260711188,2.3819923109812358,Iris-virginica
+64,5.928976058473806,2.7028251939662824,4.283623992442962,1.3064522512595136,Iris-versicolor
+65,4.400000504038583,3.01945343711609,1.3331691130850452,0.2,Iris-setosa
+66,5.235719114118264,2.4323523676833005,3.5706163213387114,1.013546787930101,Iris-versicolor
+67,6.136490531697858,3.024041433388767,5.364486812211517,1.7947886716954518,Iris-virginica
+68,4.400000644037472,2.900282712490577,1.402144252317799,0.2,Iris-setosa
+69,6.292368588004569,2.4674534855893775,5.010989294098511,1.9021017768624195,Iris-virginica
+70,6.361237930609825,3.137298627239681,5.535348874939694,1.840992284085083,Iris-virginica
+71,6.6352515514215575,3.323289204571564,5.644514722240679,2.202323296293322,Iris-virginica
+72,5.8327444373273565,3.2079468478995006,4.889262628361315,1.8353238162959216,Iris-versicolor
+73,6.4093233376291145,2.847751244391285,5.233977853300591,1.5315781924657619,Iris-virginica
+74,4.603073721097485,3.5696388334320455,1.0000009245367565,0.2,Iris-setosa
+75,4.841063073252728,3.4213629680383617,1.303424978270542,0.27874466128962566,Iris-setosa
+76,5.195267985860483,3.5209381664740667,1.4228765644518218,0.2,Iris-setosa
+77,4.485998457106932,2.2854889437145016,1.2821246752757172,0.29071250314759867,Iris-setosa
+78,5.562547228401563,2.3701973495234565,4.01954687840669,0.9265180922230746,Iris-versicolor
+79,4.9372387624322105,3.3817897573707674,1.536783763665297,0.2,Iris-setosa
+80,4.715563995776585,2.7115055761611777,1.4106049800570621,0.2,Iris-setosa
+81,5.923266322784943,3.3518428677339847,4.704373579620158,1.7631558948730395,Iris-versicolor
+82,4.867396371143742,3.0441278321298713,1.4171259591070453,0.2,Iris-setosa
+83,5.123161678735865,3.3908910676595503,1.41714381091825,0.2,Iris-setosa
+84,6.060333187608362,3.148201597573079,4.67537013618111,1.6214979488024546,Iris-versicolor
+85,5.769485394829258,3.088769169636012,4.287455350478526,1.3853687085562343,Iris-versicolor
+86,5.090497690669788,2.483040268608815,2.9811457463821536,1.1417457566805969,Iris-versicolor
+87,6.085307872138339,2.6515594761501218,5.088706439570317,1.604105044279196,Iris-versicolor
+88,6.693703064140878,3.0885936365738527,4.465581462147954,1.4100291026895684,Iris-versicolor
+89,5.438516360991053,3.516341000329684,1.9597799933371869,0.2,Iris-setosa
+90,6.06483268151255,3.3103249372910972,4.5064165506418465,1.5647422498666723,Iris-versicolor
+91,5.904918538078593,2.976289144204968,5.079802496143914,1.8147505992918909,Iris-virginica
+92,6.982264098903581,3.033450471562596,5.781608964726594,2.1476684991824904,Iris-virginica
+93,5.255382891086389,3.3994383375362953,1.666814593890786,0.2,Iris-setosa
+94,6.365279541774481,3.009488985109118,5.542113466712045,1.7582222938445042,Iris-virginica
+95,4.400000824131131,3.02162425087084,1.3612680351218387,0.2,Iris-setosa
+96,4.505331377319318,2.3007513784733176,1.3298590637523786,0.2968405107450688,Iris-setosa
+97,4.906936083843929,3.4819675441343563,1.3925096302468138,0.2,Iris-setosa
+98,6.224787921121198,2.9571741739458024,4.448414741377314,1.3589135276771014,Iris-versicolor
+99,6.214059887528922,2.835238771367505,5.016181234860885,1.593943769043664,Iris-versicolor
+100,5.117559515577175,3.7915853275689013,1.5538310579350894,0.4550664972324555,Iris-setosa
+101,5.81650476873481,2.621118171948345,5.080652641890451,1.9108434613653071,Iris-virginica
+102,5.675557248016109,3.0264699205402708,4.467541004743723,1.5200454978484021,Iris-versicolor
+103,4.9401900964961785,2.446134293935546,3.1274005783720584,1.1323357761493555,Iris-versicolor
+104,6.5169819584305095,3.087289242336497,4.4287622704200915,1.4316710686135459,Iris-versicolor
+105,6.0042430075250115,2.2,5.009635449395432,1.4965753071433474,Iris-virginica
+106,5.9392332799769845,3.238586776617288,4.7639837656718145,1.749484362220949,Iris-versicolor
+107,7.118392121420545,3.012194363893165,5.832462781033445,2.124291195224858,Iris-virginica
+108,6.259963430187741,3.36467771711249,5.667048567271847,2.464919923054517,Iris-virginica
+109,4.400001100377668,3.156859458775366,1.3432044967107113,0.2,Iris-setosa
+110,7.699997892937475,2.776522146054411,6.699997954152039,1.9816554181943797,Iris-virginica
+111,5.980384242754551,2.9171270912283087,4.502139009944924,1.3250509348968238,Iris-versicolor
+112,6.404686810062957,3.1867247133492174,4.548615416405366,1.5036086023628994,Iris-versicolor
+113,5.1481176851635535,3.8773725883005565,1.613737428509389,0.2,Iris-setosa
+114,6.538478017985627,3.125976015690263,4.4970175383046085,1.4428231724660072,Iris-versicolor
+115,5.263843432695646,3.3799568331778587,1.6087463300240914,0.2,Iris-setosa
+116,5.289890493511731,2.8960159537653767,4.236642999863106,1.4576330752311337,Iris-versicolor
+117,6.307952903526389,2.6654924550899644,4.988001671445522,1.623277503890629,Iris-versicolor
+118,7.7,2.7433179481013035,6.7,1.966936651735548,Iris-virginica
+119,4.985573093751553,3.512957185015314,1.2455466231669883,0.3165819701483738,Iris-setosa

iris/tab_ddpm/1_1/0/test.csv

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

iris/tab_ddpm/1_1/0/train.csv

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

iris/tab_ddpm/1_1/0/val.csv

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

iris/tab_ddpm/1_1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.972235052075616,3.1605032503890658,1.2821395486906646,0.2,Iris-setosa
+1,4.921363967410573,3.328362000911125,1.4005229071036913,0.2,Iris-setosa
+2,4.871219909368394,3.1074531293205254,1.500362199159406,0.10000019239750561,Iris-setosa
+3,5.692633687543664,4.399998612132833,1.5116487863504293,0.39818526752829514,Iris-setosa
+4,5.551735109907834,2.7077758425620226,4.203286912038855,1.3187884803603784,Iris-versicolor
+5,5.0443172599965065,3.2700207806732027,1.2615827747834674,0.2,Iris-setosa
+6,5.433061653686208,2.635345564820676,4.187091267626927,1.3547257836945181,Iris-versicolor
+7,5.8088051370331755,2.7275852412876054,5.141255835566141,1.8868943830196452,Iris-virginica
+8,6.0535278346354735,3.428630567001762,4.467437721554637,1.582931534473434,Iris-versicolor
+9,4.866980377090427,2.415343468004724,3.234826309687766,0.896154988904762,Iris-versicolor
+10,6.565231817944548,3.051890983162453,4.421919144219321,1.3757572163993759,Iris-versicolor
+11,4.852728731015763,3.1244866690410773,1.484997961051254,0.10000011652197809,Iris-setosa
+12,6.466536573650233,2.931752529520816,5.520120363472945,1.8077696004606736,Iris-virginica
+13,6.6774500569146635,2.9944567855349713,5.009094362380878,1.7436087116869448,Iris-versicolor
+14,4.794382699865908,3.0355622884443547,1.3808761088047403,0.2,Iris-setosa
+15,4.40000060822922,2.8903577326719234,1.3870510419776796,0.2,Iris-setosa
+16,5.105948011945774,2.490409751448082,2.875997078721552,1.1199292675441033,Iris-versicolor
+17,5.456288437911259,3.4040530159026807,1.6960991055977204,0.2,Iris-setosa
+18,6.21237321471417,2.8124413815110962,5.063966763482147,1.6292874161420445,Iris-versicolor
+19,5.9758198525631645,3.01961397961895,4.973517086453516,1.808313789603126,Iris-virginica
+20,6.754220635328867,3.276182926851515,5.694930971502916,2.1921098964812353,Iris-virginica
+21,6.854571512973628,3.2805756348666817,5.672226116953076,2.5,Iris-virginica
+22,6.335170083738765,3.373580038916899,5.579637544731758,2.4130829174817907,Iris-virginica
+23,6.548522680473021,2.948970226840699,5.575541259465032,1.7969333748180918,Iris-virginica
+24,7.7,2.7676826683636233,6.7,2.0095577923521755,Iris-virginica
+25,4.9859435974203015,3.2327604006845276,1.4215525603450427,0.2,Iris-setosa
+26,5.163404145385259,3.532286653104243,1.4103557634634958,0.2,Iris-setosa
+27,7.011092626664644,2.992805928491665,5.866466257892973,1.880036770169397,Iris-virginica
+28,6.73709253050535,3.2797639322217718,5.783461672380878,2.1457482603739924,Iris-virginica
+29,5.8561248445873275,3.15054780001838,4.710022318069058,1.7689521638780281,Iris-versicolor
+30,6.244701206800244,2.991769776922327,4.504591470192387,1.3520419351739235,Iris-versicolor
+31,5.623486982349895,2.6157916650059394,4.198220004883783,1.243212044827041,Iris-versicolor
+32,6.353808326594183,2.731774075633208,4.877860946922739,1.7876478933742428,Iris-virginica
+33,7.163362047571465,2.9204496984402395,6.191862011037374,1.7759360119327638,Iris-virginica
+34,7.7,2.81802732888777,6.7,2.0271729528349622,Iris-virginica
+35,5.3200333050825,3.792470090440392,1.4308534953047736,0.37657352242477077,Iris-setosa
+36,6.165485506367708,2.8516154460150753,4.6989189837268235,1.7699115525015339,Iris-virginica
+37,5.376760240587626,3.903760846848079,1.2499301248970804,0.632494396420869,Iris-setosa
+38,6.187156266800914,3.2969361851953907,4.456302958187866,1.5129966026282498,Iris-versicolor
+39,4.568872217216475,3.6313739452621254,1.0,0.2,Iris-setosa
+40,5.103306556347356,3.404824581477295,1.2734437168808643,0.2,Iris-setosa
+41,4.840959875663009,3.0757764720440206,1.4939609152441087,0.10000022009231661,Iris-setosa
+42,5.109684784460861,3.324920290280344,1.6872027361673025,0.38962391714421307,Iris-setosa
+43,6.54334766130613,2.955696931719126,4.382972774999219,1.377381770970362,Iris-versicolor
+44,5.925507013452939,2.8617334826348007,4.254247302356907,1.2860994643896202,Iris-versicolor
+45,5.3769544689062965,3.874205908994805,1.9773259520708875,0.38393713638456684,Iris-setosa
+46,6.366587908331874,3.3869025971101383,5.589645603831553,2.40548661707158,Iris-virginica
+47,5.042375209258631,3.188364987820153,1.526438907415907,0.22899300649639653,Iris-setosa
+48,5.41717464615087,4.1868597270692405,1.4091703782747333,0.2,Iris-setosa
+49,5.172410695242459,3.4774906222213473,1.4943107266651767,0.2,Iris-setosa
+50,5.8669066746066045,3.18893430176069,4.805403908631228,1.7922109194287277,Iris-versicolor
+51,4.918929330324381,3.0652236213794626,1.378355298277526,0.2,Iris-setosa
+52,5.454895290294099,2.659151932739198,4.124617919562417,1.327237496805008,Iris-versicolor
+53,6.292906485655466,2.7771818347856443,5.155539785384144,1.4958598244940304,Iris-virginica
+54,5.740297630976693,2.6199295065459753,5.072122735232792,1.953661447059825,Iris-virginica
+55,5.111118902756309,3.5762119474003904,1.404984581775796,0.32352697917376,Iris-setosa
+56,6.389546495783007,3.0915376537838246,5.493948047887788,1.814603696799864,Iris-virginica
+57,6.0445753166426455,2.9705297706529232,4.439774122777793,1.351210565430646,Iris-versicolor
+58,6.303441454845092,2.9930557609182635,5.503158039434645,1.8098614988419137,Iris-virginica
+59,5.215897948350017,3.4337984806798585,1.413031024168593,0.2,Iris-setosa
+60,5.951216077617071,3.0047681927001886,4.526696427527537,1.4196424148893128,Iris-versicolor
+61,6.216931910522704,2.75492821482537,4.8825042917235395,1.8183453829897682,Iris-virginica
+62,5.081374344580423,3.7481321496401483,1.8519483872113205,0.2908211692198605,Iris-setosa
+63,4.765726878627129,3.3985819705347824,1.4812289796451512,0.3032497750768431,Iris-setosa
+64,4.4,2.957284054552682,1.4005741497043989,0.2,Iris-setosa
+65,5.487866252385196,3.002415233693297,4.540133159913474,1.5021509787498681,Iris-versicolor
+66,5.053005854358274,2.4408826314797367,3.451541165235934,1.0175524051897185,Iris-versicolor
+67,4.8107581188493205,2.371344875555998,3.271177930990504,0.9986058463637414,Iris-versicolor
+68,5.128621063149829,2.477110936892958,3.266448094615228,0.9305083510301851,Iris-versicolor
+69,4.991770236822776,3.18104649363547,1.2465662637471244,0.2,Iris-setosa
+70,5.2217272967492105,3.4013179971778573,1.4605523658778352,0.2,Iris-setosa
+71,5.5341552067159885,2.412409202769777,4.040278722806678,1.177899932765392,Iris-versicolor
+72,5.0815353086229695,3.272053860197412,1.614448404253265,0.3523761441218619,Iris-setosa
+73,5.5675647546980285,3.0385848385819934,4.600794292557161,1.5326101398776644,Iris-versicolor
+74,5.432419296900763,2.4155783061862888,3.5947051449603213,0.9479007844639263,Iris-versicolor
+75,5.47043465990785,2.955848148363827,4.316075488627982,1.480014908910735,Iris-versicolor
+76,4.909042564212159,2.4115959893332057,3.206965926651911,1.028039102025259,Iris-versicolor
+77,4.4,3.0588530616285063,1.395482715399892,0.2,Iris-setosa
+78,4.9292420214272665,2.433891595934707,2.974109311394654,0.9580704842769712,Iris-versicolor
+79,7.7,2.7699712099327676,6.7,2.0390205460612645,Iris-virginica
+80,5.077366562797309,3.530319611849384,1.4020809395090523,0.3433614552657081,Iris-setosa
+81,5.082049978260896,3.331718418218407,1.3312149471114365,0.2,Iris-setosa
+82,6.074776265119386,2.61189393214323,5.570110517938385,1.3939008786891334,Iris-virginica
+83,6.01904861266058,3.343825733294086,4.438237861311157,1.5129053788336828,Iris-versicolor
+84,6.188998083746163,2.6993872445193845,4.99890330211501,1.8625397796054948,Iris-virginica
+85,7.7,2.8128087539869275,6.7,1.9948151379190424,Iris-virginica
+86,6.3720573224118136,3.3956576701208387,5.57075423026079,2.3719888863220966,Iris-virginica
+87,7.314668259011009,2.889130256868205,6.358674840266643,1.7924810877252275,Iris-virginica
+88,7.7,2.830870787439924,6.7,1.9717558164801268,Iris-virginica
+89,4.4,2.9555602298263435,1.3490582622534437,0.2,Iris-setosa
+90,6.087562169191695,2.5794157616497966,5.640139063033499,1.381825140378167,Iris-virginica
+91,6.0594432198719765,3.2913449443860294,4.539756488669469,1.6319257251366874,Iris-versicolor
+92,6.258140169125823,2.6689735026128014,5.000683046554052,1.596458900535465,Iris-versicolor
+93,6.610673207695979,2.982439100089761,4.34285609946638,1.3777579183649573,Iris-versicolor
+94,6.284753906681597,2.5155254064439045,5.007143527173182,1.8965664926282693,Iris-virginica
+95,5.421212634757813,2.9882517080990234,4.479394776523522,1.487221173458775,Iris-versicolor
+96,5.119846616669382,3.483645363785861,1.330017513572762,0.2349277093544451,Iris-setosa
+97,5.825295644728253,2.774297704761913,5.12942591871442,1.9108578212565652,Iris-virginica
+98,6.256146375643405,2.8533639818281715,5.010854371133972,1.6468131766512835,Iris-virginica
+99,6.436312250328821,2.8594842712932986,5.548122571628144,1.8314796743931654,Iris-virginica
+100,7.7,2.818202385037018,6.7,2.052354812618531,Iris-virginica
+101,5.929900026427431,3.3132848060765037,4.680401760151317,1.6623007771828948,Iris-versicolor
+102,5.74479573837544,3.0505518443239095,4.488328179823486,1.5074150788768512,Iris-versicolor
+103,6.116432631456287,2.9475698950177747,4.760354649061854,1.760987415728248,Iris-virginica
+104,6.628760425250313,3.0001495206204147,4.3685051858177415,1.3973857363816995,Iris-versicolor
+105,5.98203219016993,3.1959032842536734,4.454583798984849,1.5072953929077082,Iris-versicolor
+106,5.423432052414425,2.952849207669551,4.218840575628247,1.3769423854430773,Iris-versicolor
+107,5.621644312456229,2.9934801645936595,4.067226057835066,1.3435467392279639,Iris-versicolor
+108,6.451458018403817,3.0363838832362475,5.45760903463499,1.8099617600367284,Iris-virginica
+109,5.340008033022721,2.5121576991237506,4.128091520406752,1.1057055486894218,Iris-versicolor
+110,7.699998640023998,2.774123070367755,6.699998883713827,1.9738056681633334,Iris-virginica
+111,6.954684917663758,3.180094206385312,5.689965605719167,2.2922781910769827,Iris-virginica
+112,7.7,2.7522584323038566,6.7,1.9994897455097782,Iris-virginica
+113,4.5493591899452435,3.207414178343831,1.3543428628512542,0.2,Iris-setosa
+114,4.526829018664073,3.325187249801758,1.3774491141823515,0.27433966640404095,Iris-setosa
+115,4.880547959788894,3.1019694628870607,1.518161142677097,0.1,Iris-setosa
+116,7.7,2.768188101157888,6.7,1.9910385086656757,Iris-virginica
+117,5.219615051915592,3.4407009933788695,1.4075083328492175,0.2,Iris-setosa
+118,5.422487452805522,3.9417270799212663,1.4368637316684432,0.2,Iris-setosa
+119,6.117088345063773,3.274920329106636,4.504924396756442,1.5270241516317238,Iris-versicolor

iris/tab_ddpm/1_1/1/test.csv

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

iris/tab_ddpm/1_1/1/train.csv

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

iris/tab_ddpm/1_1/1/val.csv

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

iris/tab_ddpm/1_1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.29993053295994,2.49792648254619,3.4155614178328193,1.195680013082507,Iris-versicolor
+1,6.030884229485524,2.700420759847881,5.24869323256672,1.6279623630633755,Iris-versicolor
+2,6.0045789231191025,2.902348086738004,4.9022968511636895,1.8356647503191605,Iris-virginica
+3,5.9996391599946675,3.395145964139625,4.44780755929081,1.5931384734269618,Iris-versicolor
+4,6.646003238248464,3.2667565082599577,5.656463544733764,2.499994672937364,Iris-virginica
+5,5.805903937925777,2.975823118316541,4.2227773483460185,1.4090856783013745,Iris-versicolor
+6,4.895710524757892,2.427993103896782,3.0587756429095494,0.8207266979914298,Iris-versicolor
+7,6.659572549243768,3.0864770368891414,4.42564644483308,1.4116063091326458,Iris-versicolor
+8,5.252519090033795,3.6965915893302865,1.5785083599719056,0.3297482838220091,Iris-setosa
+9,6.529009154674805,3.093631258235941,5.52700009986898,1.9382737492076305,Iris-virginica
+10,6.341464393178003,2.290072150152794,4.474555906190386,1.2843050657530706,Iris-versicolor
+11,6.0892517714903915,3.139072871017172,4.425283059308898,1.655455399871952,Iris-versicolor
+12,4.9744417875956985,3.231528110594748,1.4071187364445739,0.2,Iris-setosa
+13,6.35886614901304,2.5753202878018038,5.095182755482147,1.908332393371245,Iris-virginica
+14,5.0457606165168665,3.5936292116677295,1.4302959353956242,0.37983180913598014,Iris-setosa
+15,5.257120525039884,2.4252788164669066,3.497151363853402,1.0884323039271848,Iris-versicolor
+16,5.09094856044048,3.748165216645303,1.647580162250545,0.2,Iris-setosa
+17,5.992187061304814,2.2,5.030215596007735,1.48366150798297,Iris-virginica
+18,5.827937099961552,3.045827666036927,4.251171942855342,1.5077194149575504,Iris-versicolor
+19,6.01536797808383,3.358443215431837,4.439191983745444,1.5420733267803435,Iris-versicolor
+20,5.111876745287968,3.6347222688970935,1.6340830270829094,0.3562990504307117,Iris-setosa
+21,5.117087909860379,3.314536436112649,1.7933771538511158,0.3541598319985821,Iris-setosa
+22,5.996026778335543,3.088816976130557,4.571682002974613,1.5056040688015224,Iris-versicolor
+23,5.898189986947041,3.1626001801149566,4.735664161564291,1.6958924988831365,Iris-versicolor
+24,5.815213194239503,2.7570770123710244,5.105178861362057,1.8862773130855819,Iris-virginica
+25,7.7,2.766401433504975,6.699998815678249,2.0225904718239898,Iris-virginica
+26,5.113865602119811,3.4947159986039367,1.2989061865991542,0.31411215324057984,Iris-setosa
+27,7.6999990268087135,2.755448976573462,6.6999981737409655,1.9343197366685216,Iris-virginica
+28,5.244001323376479,3.745153972295438,1.3086594159509237,0.42046006988539586,Iris-setosa
+29,5.997059160538061,2.20000035771941,4.954925939876534,1.4926627226556386,Iris-virginica
+30,4.492046462760663,2.318559780877324,1.314002413986343,0.2793547497088665,Iris-setosa
+31,5.3524023290185445,3.9078500926871182,1.7253147313550603,0.39143424574519275,Iris-setosa
+32,6.3124813363627705,2.6776841154084545,4.923655581639433,1.7750682915609453,Iris-virginica
+33,7.233972257007737,2.974721417643979,6.065227910376039,2.0800952558820387,Iris-virginica
+34,5.3921251674776824,4.104279365976488,1.4063970028938855,0.2,Iris-setosa
+35,6.348948826841247,3.408652531170007,5.645151828077736,2.4021409846009982,Iris-virginica
+36,5.970173675334702,3.4203069292954975,4.530504154151119,1.645063144717699,Iris-versicolor
+37,5.177087718936085,3.727918436430061,1.6897031110186482,0.39938440805553704,Iris-setosa
+38,5.273736785359664,3.4407292971407704,1.5859349667346687,0.2,Iris-setosa
+39,5.988745002026997,2.6729317322960324,5.018091003852967,1.513545776213218,Iris-versicolor
+40,6.03579784822036,2.9281737884582073,4.450656493918027,1.3165626031007807,Iris-versicolor
+41,6.668878929104497,3.2756910794060192,5.668902385273956,2.079588915775945,Iris-virginica
+42,6.523030054151114,2.8621015541286665,5.00932551284077,1.6912574820034543,Iris-versicolor
+43,5.754181848945496,2.6523605384173448,5.076302777524879,1.9390734244216379,Iris-virginica
+44,5.536768102756149,4.212666517656642,1.4107230474496646,0.2,Iris-setosa
+45,5.571425920476916,2.418298458752203,3.8568484621697516,1.09757839012362,Iris-versicolor
+46,5.122110950382576,3.7854267825407404,2.0336178924502897,0.5625406433993635,Iris-setosa
+47,5.368159382777195,3.989980067703346,1.440976079977922,0.2,Iris-setosa
+48,5.724674176574174,2.596436763351089,4.3053533074217825,1.187925148046668,Iris-versicolor
+49,6.010140156498607,2.9993259415299227,4.755394039986972,1.7914439215647415,Iris-virginica
+50,5.785929493561754,2.6193488989194904,5.092284247435421,1.9206796564401616,Iris-virginica
+51,6.402122224123985,2.523175124811934,4.840748428611558,1.528780193630276,Iris-versicolor
+52,5.393625743158539,2.972333242253442,4.38451899773022,1.45882860096529,Iris-versicolor
+53,6.3607544978181005,2.4508037839579475,4.811825703492018,1.4683144144230518,Iris-versicolor
+54,5.67233561959174,2.8201958463798085,4.524965835181453,1.3237852311703695,Iris-versicolor
+55,5.779132516631493,2.6376405051786196,5.064033224425635,1.932453698072061,Iris-virginica
+56,5.884826679998221,3.199417781866701,4.71555985525762,1.7312299554264208,Iris-versicolor
+57,5.918890780613311,3.215735236559981,4.677840388592513,1.6773672798024004,Iris-versicolor
+58,5.751656842263268,2.5971516985219725,5.068136419215387,1.9473059217486388,Iris-virginica
+59,6.4775805147558945,2.9488135029202067,5.440102109758269,1.8401183232680685,Iris-virginica
+60,6.292778528469256,2.3889839284099836,4.662253701627403,1.4136447709628324,Iris-versicolor
+61,6.0236782105449675,2.533808664697518,5.0699349631282375,1.9248473389920062,Iris-virginica
+62,5.851348494450265,2.9669984078735414,5.119540777495006,1.8187289593760323,Iris-virginica
+63,6.268840516767274,2.8193378884717166,4.813773696803423,1.731738540744522,Iris-virginica
+64,5.608125057640403,3.0611242490784156,4.641524977183937,1.5283802277759644,Iris-versicolor
+65,5.1682374108248315,2.564441507482435,3.1823687039928483,1.3059536003299392,Iris-versicolor
+66,4.400001025202792,3.256462813836566,1.307631697555105,0.2,Iris-setosa
+67,5.890931298167405,2.510774373868167,4.577448964852601,1.318971736956649,Iris-versicolor
+68,5.04531053702459,3.4150335575427384,1.5248186326368682,0.2,Iris-setosa
+69,6.535079009577529,2.9468684603291675,5.5386298178636935,1.8222742063299804,Iris-virginica
+70,7.131039001930911,2.8940557977749477,6.135404274679573,1.8429948077335039,Iris-virginica
+71,6.665966026302398,3.110426551966463,4.446943402085392,1.419849969695675,Iris-versicolor
+72,6.4100631719349765,2.7560647793385784,5.545756276020496,1.8576660715161837,Iris-virginica
+73,5.477059496530672,2.9593600505942725,4.161074251140352,1.3770503119449828,Iris-versicolor
+74,4.887518871945444,3.5229526145433283,1.4280566951826719,0.2,Iris-setosa
+75,4.691391659564906,3.199634931065867,1.4184249880887148,0.2,Iris-setosa
+76,5.141985371964103,3.405031424578587,1.4245266339167926,0.2,Iris-setosa
+77,4.4,2.955889289711933,1.4152651310567863,0.2,Iris-setosa
+78,5.259999596898087,3.56050039975349,1.538790687730888,0.2,Iris-setosa
+79,4.966982723426527,3.136020177977127,1.1959735346352443,0.2,Iris-setosa
+80,5.010881500068989,3.4398107802069298,1.526390838051387,0.2,Iris-setosa
+81,6.023057780185752,2.9940394502487795,4.133485703909685,1.353516122730466,Iris-versicolor
+82,5.1906044984555075,3.847003734758526,1.813958834209663,0.3969939860938523,Iris-setosa
+83,4.594364477322177,3.622258272891538,1.0000004705956804,0.2,Iris-setosa
+84,4.959963852527029,3.1419586882085833,1.3507137166348138,0.2,Iris-setosa
+85,4.95709616714658,3.557348398963471,1.3334177619760998,0.2,Iris-setosa
+86,6.607452050376207,2.96861789159626,4.356502561382978,1.4145366431499948,Iris-versicolor
+87,5.9324653879113445,3.0418800462325866,5.183431315781002,1.834848372590736,Iris-virginica
+88,6.165405101180067,2.8019876079425456,4.92656894161317,1.7780029276150757,Iris-virginica
+89,5.098196712330645,3.710646254208277,1.4775132485545766,0.45820576400279056,Iris-setosa
+90,4.5929121029948785,3.6516096459910603,1.0000007800226194,0.2,Iris-setosa
+91,6.263369610643472,2.308564276961157,4.452075890116072,1.3008049395353145,Iris-versicolor
+92,6.014349350229398,2.7034379631862726,5.1070408645245,1.6522850537533438,Iris-versicolor
+93,5.211665337782897,2.7700511007905146,4.059332688783018,1.4380552751227411,Iris-versicolor
+94,5.846083166239183,2.7313368318683913,5.207526968007194,1.870936355894831,Iris-virginica
+95,7.5702065336559246,2.8842418528689544,6.548417453591761,1.8741512920348427,Iris-virginica
+96,5.096493668603589,3.4817976512316413,1.589456859615921,0.2,Iris-setosa
+97,7.7,2.8876275269668596,6.7,2.0535918651977116,Iris-virginica
+98,6.727227053797187,2.9907440298610584,5.501627090150125,2.061124596122732,Iris-virginica
+99,5.451776996515095,2.4170074638239356,3.590466053119016,1.0820251191332368,Iris-versicolor
+100,5.264635291542759,3.598322792014813,1.3009193024143468,0.34894917872420456,Iris-setosa
+101,7.023768272819234,3.008765505145596,5.74864214075049,2.0939434482958297,Iris-virginica
+102,5.97977200190243,3.433068047793152,4.4266869780461935,1.5849643457555602,Iris-versicolor
+103,5.325484500607834,3.838144343634746,1.6353446456997196,0.41486292960038385,Iris-setosa
+104,5.034896057994022,2.4859840506633817,3.426544167105206,1.1985581629465685,Iris-versicolor
+105,5.721220574913962,2.6547790318186264,5.093283193922363,2.288410626211126,Iris-virginica
+106,4.400001204135227,2.9179927313893117,1.4028602203342777,0.2,Iris-setosa
+107,7.3039538560587935,2.9701567394598505,6.180420441316331,1.9666664156703555,Iris-virginica
+108,4.574607009915631,3.629853844431905,1.000000366807842,0.2,Iris-setosa
+109,5.487732295054251,2.529919170148864,4.272022999729444,1.149225948295527,Iris-versicolor
+110,6.657380672906266,3.029784118043077,5.74102395541332,1.8030584448662,Iris-virginica
+111,4.966798199338452,3.4914623053325244,1.346630380142518,0.2821479139552249,Iris-setosa
+112,5.277774497263238,3.501431286691028,1.5753143352608474,0.2,Iris-setosa
+113,5.000953990164023,3.2176135130285872,1.3795112863943433,0.2,Iris-setosa
+114,6.668008780114968,3.083701954320026,4.492364896452951,1.4310347177696467,Iris-versicolor
+115,5.779609557758354,2.6831424068934004,5.096571666470089,1.9109281297667933,Iris-virginica
+116,4.400000811075805,2.8629153903895785,1.408986335923011,0.2,Iris-setosa
+117,6.696177375734675,3.1045613028153287,4.478174334260897,1.444107363246489,Iris-versicolor
+118,5.107312298156018,3.3465124489014837,1.3028168096510313,0.2,Iris-setosa
+119,5.073351012716003,3.3469006440538,1.4810334225004813,0.2,Iris-setosa

iris/tab_ddpm/1_1/10/test.csv

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

iris/tab_ddpm/1_1/10/train.csv

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

iris/tab_ddpm/1_1/10/val.csv

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

iris/tab_ddpm/1_1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.130259855776045,3.5467247891062184,1.4168249577580614,0.35901825023243383,Iris-setosa
+1,6.356950351327101,3.3775176043183133,5.611129816252128,2.3704718358757337,Iris-virginica
+2,6.512338331198922,2.9563995503639915,4.444128280020557,1.3767221372217302,Iris-versicolor
+3,5.471688577092138,2.662828128906885,4.228965324723727,1.30937892038574,Iris-versicolor
+4,5.046821702817382,2.468409815503723,2.676939178738275,1.2224796859588434,Iris-versicolor
+5,4.894354004561655,3.1248368706011744,1.5110824277625805,0.10000022375126211,Iris-setosa
+6,4.844202822299273,3.0602451993550885,1.5240945495691287,0.10000016937506057,Iris-setosa
+7,4.973028613377205,3.1113587408669137,1.2071588112857876,0.2,Iris-setosa
+8,5.778046665366213,2.7095448807995264,5.115740839078246,1.8877843715713245,Iris-virginica
+9,5.419214693158046,2.982188600546438,4.565240011711358,1.4938576606082112,Iris-versicolor
+10,7.033994644836403,3.0962708849016547,5.762486837044106,2.238262925483473,Iris-virginica
+11,5.827733417219678,2.690656868464054,5.0859836358917985,1.903627868280703,Iris-virginica
+12,6.388152466634111,2.743501031897432,5.336550731147153,1.8878195897132097,Iris-virginica
+13,5.13306641781058,2.4982255761280268,3.4045379261339326,1.023565093714628,Iris-versicolor
+14,5.151635377828549,3.783831855298626,1.6723401246951177,0.5664641539975858,Iris-setosa
+15,5.310950615786375,3.715626201099929,1.5902664310882066,0.2,Iris-setosa
+16,6.82653084244455,3.077020427874809,5.580125508672696,2.2065828877601494,Iris-virginica
+17,4.874161213948506,3.1009155102244628,1.4872681157290106,0.10000011216266075,Iris-setosa
+18,5.717977878029193,2.537908797442911,5.036930096642562,1.980874789227639,Iris-virginica
+19,5.929647414950923,3.1694446519231882,4.407145561205502,1.526446329472487,Iris-versicolor
+20,6.206605451923497,3.036804485685651,4.316927406244928,1.414028056757893,Iris-versicolor
+21,6.319982789238824,3.428267032318609,5.573660867317256,2.4121416351930773,Iris-virginica
+22,6.7123423782419005,3.3039648146601373,5.664746252804522,2.499999434433848,Iris-virginica
+23,7.7,2.8603416876617587,6.7,2.0749667743421187,Iris-virginica
+24,5.8880093290569295,2.9575067387258436,5.232863059108954,2.473517528309694,Iris-virginica
+25,7.7,2.777369853064622,6.7,2.067660146383227,Iris-virginica
+26,5.823882285025479,2.4101776794317797,4.214510522558635,1.2778162927152557,Iris-versicolor
+27,6.992039363937686,2.9593356210053243,5.897559968748896,1.917341375758544,Iris-virginica
+28,4.973067509718049,3.2934591233622577,1.4041392270009512,0.2,Iris-setosa
+29,6.726477382879879,3.0591423497502026,4.501550933345462,1.3869121123698767,Iris-versicolor
+30,6.24993605153741,2.3291986366334774,4.4646234450870885,1.292618539413543,Iris-versicolor
+31,6.006561793973256,2.6966753471397564,5.17745922007324,1.6414795915980243,Iris-versicolor
+32,5.477957219842081,4.14731463247085,1.2974885784220846,0.20943101896559185,Iris-setosa
+33,5.323171625498014,3.4469404743515546,1.626612338942547,0.2,Iris-setosa
+34,5.089065834928498,3.3248274623245573,1.7646408755734526,0.5421443392039222,Iris-setosa
+35,6.100610672984502,2.9289264420068846,4.897600984161844,1.7917581179277104,Iris-virginica
+36,6.172234685173349,2.830415261579288,5.471819470411005,1.5642420744236682,Iris-virginica
+37,4.784483606683328,3.39718220244111,1.588482614174456,0.2,Iris-setosa
+38,4.796796934123702,3.485395709508292,1.3610643707194332,0.33052640016733725,Iris-setosa
+39,5.161854544079462,3.3908782010529426,1.5429667135733725,0.2,Iris-setosa
+40,5.177431916324225,2.7251803209580503,4.060220628375518,1.4193157109196621,Iris-versicolor
+41,6.696851880448474,3.3035181541830565,5.636060075920218,2.5,Iris-virginica
+42,5.634847926786725,2.429371830660794,4.087934116017725,1.064173868661645,Iris-versicolor
+43,5.0220192111485025,3.5920522772355055,1.4245954833347472,0.2,Iris-setosa
+44,5.339539246315857,3.9431678291904824,1.4453462553120755,0.2,Iris-setosa
+45,5.322268122079049,2.4259891985977626,3.696833696478934,0.8354998363225483,Iris-versicolor
+46,4.4,3.1954979635532608,1.2841727178646265,0.2,Iris-setosa
+47,4.854796139808949,3.1028941912137316,1.5193670320249097,0.1,Iris-setosa
+48,4.4,3.217955142866088,1.298083684649714,0.2,Iris-setosa
+49,5.4512449641272696,2.3889622066788205,3.4748109299923327,0.9923151245630902,Iris-versicolor
+50,5.934297792665303,3.2699633044095786,4.65779802713215,1.6690258411080168,Iris-versicolor
+51,5.076317540392055,3.3649102187995483,1.4046171042431503,0.2,Iris-setosa
+52,6.799780757971474,3.016951241154171,5.481938733292271,2.1267184153157346,Iris-virginica
+53,6.242338687068823,2.8954311250798344,4.43258796443568,1.3113121187366161,Iris-versicolor
+54,6.6688336093260805,3.2869394578693596,5.75468388415485,2.4999994404046353,Iris-virginica
+55,6.3087296294557,2.565498809966344,5.097222182430733,1.899987314210557,Iris-virginica
+56,5.989663459968827,3.4120414259072995,4.546575971540626,1.6295650269219017,Iris-versicolor
+57,4.4000004677874385,2.994214239060288,1.3610905046842579,0.2,Iris-setosa
+58,5.0747586950776915,3.8612770841113795,1.7743874754479905,0.23048343616697692,Iris-setosa
+59,7.7,2.743940774213738,6.7,1.9912929789510232,Iris-virginica
+60,6.046291439622503,3.3797436948878756,4.4202741195897435,1.5790953787965794,Iris-versicolor
+61,6.284546216674004,2.3305771519174936,4.483760496940516,1.3165844771620365,Iris-versicolor
+62,6.582351989339981,2.807710610327922,5.2633918848760795,1.965374747667521,Iris-virginica
+63,4.653099294438596,3.3127650759286884,1.4091612518591108,0.2,Iris-setosa
+64,6.509861245764902,2.9230104963462282,5.539273410973055,1.833733392556815,Iris-virginica
+65,6.068518794841199,2.5547440928664735,4.70988182189733,1.3970371508773094,Iris-versicolor
+66,6.732756329232013,3.009012255450861,5.015846084781282,1.7103280039920872,Iris-versicolor
+67,6.749882777515237,3.1778117516941227,5.58331863186103,2.095956828300108,Iris-virginica
+68,5.008545570508976,3.5110326634664952,1.369173021850847,0.3099226383556971,Iris-setosa
+69,5.907946197427911,2.2,5.012233807351308,1.477047459213152,Iris-virginica
+70,6.34274856195521,2.5351435607512114,5.029837580462578,1.897925429869103,Iris-virginica
+71,6.325436969395675,2.5632844018916825,4.930396274944927,1.8313815985446125,Iris-virginica
+72,4.6657219846820235,3.1836723499757795,1.3505236601458521,0.2,Iris-setosa
+73,6.793530401441036,3.0857820338523565,5.570382115896469,2.1403690569649663,Iris-virginica
+74,5.919144385362103,2.9144639003648387,4.595340003157007,1.3419000695620935,Iris-versicolor
+75,5.846407333945312,2.854241143097929,5.1141138090346985,2.4609036681321905,Iris-virginica
+76,5.477500073584448,4.150230135425452,1.3503593896941013,0.2,Iris-setosa
+77,6.55676083651362,2.975599869661202,4.338085531488425,1.355721381313439,Iris-versicolor
+78,6.00011809758702,2.6855114901989645,5.110277750771837,1.6222510677614184,Iris-versicolor
+79,5.698652552970267,2.580701209396276,5.043752017685496,1.974782828806393,Iris-virginica
+80,5.222396440263923,3.3786766698779434,1.5788126112900214,0.2,Iris-setosa
+81,6.658445223458831,3.05792234950331,4.535819351203985,1.4406416375963786,Iris-versicolor
+82,5.272965290149925,2.823737948777475,4.14568099689518,1.4581709635290243,Iris-versicolor
+83,6.037394793006466,2.6800782580017524,5.0774188511012515,1.563852174713894,Iris-versicolor
+84,5.80889792956443,2.8019927868372636,5.145587407751321,1.8814134288848439,Iris-virginica
+85,4.9844275553800035,3.2171002550972014,1.2514405122418715,0.2,Iris-setosa
+86,6.042670943867633,2.2000332204357798,4.981641966515098,1.5397590361982236,Iris-virginica
+87,5.087550026253729,3.720073700565813,1.9196148599274696,0.4090194997962253,Iris-setosa
+88,5.401822065247955,2.4346281467026705,3.597425970839484,0.9720159509875927,Iris-versicolor
+89,5.8969750817341495,3.212916371509169,4.792378574874025,1.7309011331562698,Iris-versicolor
+90,5.7422574202304455,4.4,1.513282711767083,0.539232493749909,Iris-setosa
+91,5.642647348722166,2.9834452518954673,4.397791492863858,1.373514209256065,Iris-versicolor
+92,5.0532053224756135,3.753385795695141,1.6399008649926172,0.2,Iris-setosa
+93,5.114959054154116,3.8124087524527677,1.7875740281066828,0.3887439937116489,Iris-setosa
+94,4.989112917547721,3.5074740438251233,1.2820575989363905,0.28004065332953026,Iris-setosa
+95,6.367093816876418,3.1389239218678253,5.520870957555676,2.4998931167199987,Iris-virginica
+96,5.0601262844552535,3.4830260067234624,1.618216835253189,0.49854770045821395,Iris-setosa
+97,6.242733246454356,2.4428829494673687,4.986989317253821,1.9113995305243405,Iris-virginica
+98,5.310011523838509,3.38927739193236,1.578427990365483,0.2,Iris-setosa
+99,5.806636814056391,2.7916121831500966,5.192946944024005,2.3840528005234165,Iris-virginica
+100,6.678512865412642,3.0010964022634274,4.993711377100035,1.6701740262356308,Iris-versicolor
+101,5.443288381059768,2.8965254281816604,4.140803871315604,1.3427374470848596,Iris-versicolor
+102,4.994076941383561,2.4916855521706816,3.1306153863294,1.2763841855584563,Iris-versicolor
+103,5.827842345984382,2.7534467243825826,5.177251927597949,1.8735126381835183,Iris-virginica
+104,5.466904730906753,2.5189390323770526,3.905268277995706,1.2354379230175248,Iris-versicolor
+105,5.062586185363176,3.270128441345868,1.8856236685021697,0.5182022289403732,Iris-setosa
+106,5.855833816152725,3.0196438786282775,4.358093203204561,1.4698082764191096,Iris-versicolor
+107,5.35864745018351,2.9270791101164124,4.142078426836759,1.4229107033725816,Iris-versicolor
+108,6.436590397649707,2.70374037868638,5.326806684582034,1.9048131150452179,Iris-virginica
+109,6.685021101561205,3.0257022743379585,4.42111150404875,1.3960918128103104,Iris-versicolor
+110,5.892964302988477,2.9294683539453836,5.228941237003626,2.477261097854409,Iris-virginica
+111,6.649773721570433,3.0178146194613635,4.43569688198673,1.3968023230633966,Iris-versicolor
+112,5.895008788958853,2.971478081303557,4.411169098387001,1.4008119550033271,Iris-versicolor
+113,6.285490579549435,2.8022879373216845,5.557165828246647,1.6766702544282468,Iris-virginica
+114,4.581350601916037,3.666556972912809,1.0,0.2,Iris-setosa
+115,7.167508025391605,2.992540444290704,6.02636739565031,2.054512342455106,Iris-virginica
+116,5.254663034438964,3.7206833856665553,1.5864525994746803,0.39849556664530444,Iris-setosa
+117,6.17615701843009,2.6765664426854134,5.4341836297055135,1.5245218243769503,Iris-virginica
+118,6.274675507377094,2.5765853313881477,5.044979464569974,1.8994442073697992,Iris-virginica
+119,6.9684418103392485,3.094789104787686,5.615814781628509,2.258818540105308,Iris-virginica

iris/tab_ddpm/1_1/11/test.csv

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

iris/tab_ddpm/1_1/11/train.csv

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

iris/tab_ddpm/1_1/11/val.csv

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

iris/tab_ddpm/1_1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.004260314325116,2.9836294661417972,4.945194370800994,1.8097140631046316,Iris-virginica
+1,6.65549626186112,3.0348306903142355,4.427065103874473,1.392520683943383,Iris-versicolor
+2,5.635028850588891,4.4,1.4974901445412943,0.41262099156235205,Iris-setosa
+3,5.0739338841613275,3.3398561779975386,1.44874818133165,0.2,Iris-setosa
+4,5.820042369416324,2.8210671923620136,5.08211004000473,1.8944541936922943,Iris-virginica
+5,6.05006743322956,2.6402251173737405,5.025519188198007,1.5237861129651,Iris-versicolor
+6,5.911290169875232,3.1538293363101206,4.565079823765934,1.6337207697339224,Iris-versicolor
+7,6.193922968275799,2.736970430537546,4.280868589617576,1.2148225729504092,Iris-versicolor
+8,6.364750788679121,3.2817980796667015,5.5676019531683565,2.2560926973444655,Iris-virginica
+9,4.893943504540167,3.0976634949783755,1.4900566065855618,0.10000010494668593,Iris-setosa
+10,5.025936773321964,3.341933805930034,1.477680389724865,0.2,Iris-setosa
+11,5.373631723105148,3.8753761790478345,1.2930156957350678,0.38955320327207277,Iris-setosa
+12,7.302771573337592,2.9281272399038283,6.292063818011485,1.8445921680188442,Iris-virginica
+13,5.766355470479085,2.3923008119177855,4.1094865531705835,1.2657166624605876,Iris-versicolor
+14,5.302470394050368,2.8794438545325574,4.248619868880602,1.4363723349419022,Iris-versicolor
+15,5.441914363459825,2.4677990041998847,3.9256015827899393,0.9528577740547576,Iris-versicolor
+16,6.140082694093152,3.06353216740831,4.960373606586652,1.7091660645200064,Iris-versicolor
+17,5.091583137342789,3.2730664821127666,1.6992694591326531,0.5544084433041175,Iris-setosa
+18,5.193109407482286,3.665749477255736,1.5488627987007664,0.2,Iris-setosa
+19,5.291492668466997,3.939506196784004,1.487891444404916,0.2,Iris-setosa
+20,6.8141380590050735,3.0338155206234783,5.55790863768314,2.13731164812561,Iris-virginica
+21,6.406302664028122,3.1211976389959313,4.538806634382272,1.4780837945560383,Iris-versicolor
+22,6.325932489094834,2.472505601204516,5.0097107869740265,1.8865018959166575,Iris-virginica
+23,5.006154271676475,3.1949477728284776,1.2636953856179771,0.2,Iris-setosa
+24,5.454255786822181,2.966679404331552,4.453938665269993,1.4620660863536743,Iris-versicolor
+25,4.606564845051834,3.3369039342471543,1.400074804841367,0.20480083300442323,Iris-setosa
+26,4.533429264590836,3.3832982999530676,1.374226728490282,0.2722042245249772,Iris-setosa
+27,6.602112270678128,3.0250830679018232,4.405279270336123,1.3904664475620518,Iris-versicolor
+28,4.400008761178333,3.244410773646483,1.3197522120958138,0.2,Iris-setosa
+29,5.872989823495231,2.689517482809026,4.391894730059428,1.2901393475026164,Iris-versicolor
+30,5.8037142478155825,2.727413191926244,5.0551951481687025,2.270917618272528,Iris-virginica
+31,6.230669237627632,2.690399203084261,5.056705591876749,1.8165301602855746,Iris-virginica
+32,4.9487836875963955,3.5693927120581086,1.4019326385330275,0.2,Iris-setosa
+33,5.108769891495441,3.3265840046436086,1.6586736392993646,0.5149408459960323,Iris-setosa
+34,5.137474277181593,3.340456836935259,1.3158856757451929,0.2,Iris-setosa
+35,5.408796465881999,3.372921638095947,2.1703609642878017,0.2,Iris-setosa
+36,6.607012953933923,3.27014538079028,5.592061817917556,1.9575218100313205,Iris-virginica
+37,6.532435606000293,2.9174068911067392,4.292672064579447,1.3254224154750747,Iris-versicolor
+38,7.7,2.8076693559373895,6.7,1.9940767860983704,Iris-virginica
+39,5.395874966273582,3.8908607889675477,1.4147213314901226,0.2,Iris-setosa
+40,5.974666089079597,2.683934680942558,5.076071275595659,1.6065677604601691,Iris-versicolor
+41,5.664696951231632,4.399999086209187,1.5457015607524085,0.5158052809238377,Iris-setosa
+42,5.765268874691786,3.0347369853312984,4.241304653704511,1.413491317247669,Iris-versicolor
+43,5.198781819277317,2.7746659764216055,4.038720116526593,1.4169673505321878,Iris-versicolor
+44,6.4490721302974094,2.912698865430785,4.224057131990239,1.3657060518872906,Iris-versicolor
+45,5.041169833025836,2.4782318452529264,2.719599175387403,1.098087609177107,Iris-versicolor
+46,6.53902337631541,2.9850672227936923,4.419772625343702,1.402740581472447,Iris-versicolor
+47,5.569058459498122,2.854413552173934,4.38368942140374,1.292555805515242,Iris-versicolor
+48,5.132129994856932,3.528144284085119,1.6104421165558604,0.2,Iris-setosa
+49,5.037605621572596,3.7585244131777453,1.6195283307810202,0.3798073339924233,Iris-setosa
+50,5.350530323462118,2.7999552829742953,4.015564090235513,1.3087239634701533,Iris-versicolor
+51,5.054475874340029,3.29568755736488,1.3132750663408024,0.2,Iris-setosa
+52,7.7,2.7653224748188547,6.7,2.064075955996365,Iris-virginica
+53,4.998080991331526,3.3827304689727797,1.6211292830652784,0.2,Iris-setosa
+54,7.699999028028731,2.8041040462136206,6.7,1.954605980857472,Iris-virginica
+55,5.523986477819849,4.116848366706323,1.415588283444291,0.2,Iris-setosa
+56,6.934297624328659,3.0669348572273902,5.636038050244106,2.1698005590403975,Iris-virginica
+57,6.685055144875236,3.1412257000125043,4.4322821648577255,1.4082035007113876,Iris-versicolor
+58,6.311436233803322,3.4362392566236144,5.6398177556728974,2.402980230297844,Iris-virginica
+59,6.811455180710349,2.9315693458862864,5.851750796972585,1.880945866800797,Iris-virginica
+60,4.923993769633259,3.0994635984062144,1.4913936306565874,0.10000011126174145,Iris-setosa
+61,5.100548533420621,2.503104479164624,3.047768256092413,1.0714767162381424,Iris-versicolor
+62,6.27255999617655,2.8872348247754602,4.298809453316845,1.2950878507293935,Iris-versicolor
+63,5.670286744733255,3.0866284107022195,4.6163521560889755,1.549036393946059,Iris-versicolor
+64,4.979638366150637,3.424313409736443,1.56171515873203,0.2,Iris-setosa
+65,5.23344576259875,3.431758411031162,1.5499184727572024,0.2,Iris-setosa
+66,6.195986453487664,2.525783050501412,4.936063441183707,1.4882473118704829,Iris-versicolor
+67,5.1496275436382115,3.55210857804645,1.450118389010359,0.2,Iris-setosa
+68,5.726049303398171,2.673622779546926,4.701139375977636,1.3084060710165233,Iris-versicolor
+69,5.896743311332616,3.192825908423432,4.823357429260379,1.7595440913723783,Iris-versicolor
+70,6.7128588859380365,3.039817802239629,4.964438243389679,1.663960583092466,Iris-versicolor
+71,5.650972184087334,4.4,1.498834293011328,0.7331092235122671,Iris-setosa
+72,5.50057232106335,4.207432403035626,1.373801090999851,0.2,Iris-setosa
+73,5.344969900348993,2.6935902111399836,4.068362640610691,1.3269627054143944,Iris-versicolor
+74,5.260130033733041,3.609301413262082,1.3568710770013592,0.3069515104628374,Iris-setosa
+75,6.075129228041894,2.9877220617207776,4.687424336563501,1.384313790364136,Iris-versicolor
+76,5.461209280940769,2.7836079651218584,4.121581099050434,1.3494007857148713,Iris-versicolor
+77,7.7,2.8093582512305812,6.7,2.1124366632500817,Iris-virginica
+78,5.753050054540481,2.604216597550769,5.065936367234779,1.921658339440955,Iris-virginica
+79,5.353212548324147,2.961211757620489,4.36431896888955,1.4732494930081508,Iris-versicolor
+80,5.292109054455986,3.4925360507204664,1.5957129172605125,0.2,Iris-setosa
+81,4.400001008821891,2.948020157195099,1.3462270708443445,0.2,Iris-setosa
+82,4.903580286390621,2.397074645232998,3.305219051834013,1.0806793345848447,Iris-versicolor
+83,5.310119082078595,2.497466402725787,4.055675082763677,0.9885386223005145,Iris-versicolor
+84,5.155612225661874,3.3628954001101152,1.640972852073803,0.2922876881256027,Iris-setosa
+85,4.682741243287076,3.2578333659800083,1.3413155694726888,0.2,Iris-setosa
+86,5.961277996429147,3.2305998398315094,4.726105704107185,1.7227469988439665,Iris-versicolor
+87,6.041107877319553,2.333278308321552,4.159011876579225,1.2072162432321445,Iris-versicolor
+88,5.077084577597394,3.4763528190843354,1.3131363189400178,0.29340751834365336,Iris-setosa
+89,7.7,2.7563066096579063,6.7,1.9798722248705618,Iris-virginica
+90,6.011380379418056,2.9811424666604167,4.723577724437405,1.7999918411250047,Iris-virginica
+91,5.495196247399616,3.0296743375939106,4.521434152539487,1.5153795416334197,Iris-versicolor
+92,5.512835429126527,2.691177840400121,4.373346368871129,1.2883660107126038,Iris-versicolor
+93,4.941809081444084,2.4290000295298473,3.0797063928440283,1.0651763908566911,Iris-versicolor
+94,7.529652048527365,2.8922738205119254,6.502077875268937,1.8017419452593917,Iris-virginica
+95,6.738262890222456,3.2520448428824222,5.65325280092543,2.173381670309726,Iris-virginica
+96,6.411288161614357,3.228555022540259,4.485989626096469,1.5084163712788006,Iris-versicolor
+97,6.377074615370492,3.357394673065622,5.6582300970026935,2.388680775681496,Iris-virginica
+98,4.488412467286168,2.2888230425159763,1.2938701677793791,0.29420142770016133,Iris-setosa
+99,5.933086874815382,2.2,4.957417154766446,1.452210597443689,Iris-virginica
+100,6.358674681059672,3.1123165128071775,5.530111963063898,1.8139985583125566,Iris-virginica
+101,4.621891128704737,3.35329168234837,1.4025586325705872,0.24886361068925367,Iris-setosa
+102,5.884255010525912,2.884741301701194,5.286471804733525,2.4712913333842375,Iris-virginica
+103,5.264639400705921,3.717154198562257,1.4409277583688564,0.3097808285201273,Iris-setosa
+104,5.180565136624232,2.499087292362118,3.149697056330797,1.1467452194130825,Iris-versicolor
+105,5.325064379225979,3.795761068988878,1.3502908663238378,0.3249002512319499,Iris-setosa
+106,6.3617064007659785,2.878908039756813,5.349217151870495,1.8067762239108802,Iris-virginica
+107,5.605561717809176,2.9761170182510095,4.411057157665672,1.48683703760439,Iris-versicolor
+108,7.4395010193901925,2.8848639556182203,6.433530156967342,1.8152418728278508,Iris-virginica
+109,5.022226058087531,3.203647961106658,1.2599205867160068,0.2,Iris-setosa
+110,5.842474038326965,2.928439111971173,5.192525150385178,2.4878324885026957,Iris-virginica
+111,5.094054554214885,3.537752823140033,1.3345813142006224,0.2513281268705009,Iris-setosa
+112,5.7917953972932565,2.782105461543278,5.134695153591346,2.3496713274780703,Iris-virginica
+113,5.154002522008458,3.374317830706707,1.5660514644632821,0.2,Iris-setosa
+114,4.905199594124806,3.1946086553452084,1.3515907269576417,0.2,Iris-setosa
+115,5.204197303450469,3.946132618225008,1.4222471553341927,0.2,Iris-setosa
+116,7.453779735121628,2.870709064084662,6.46307683682258,1.788227148803282,Iris-virginica
+117,6.089494283777128,2.6593024249764583,5.5494552236993515,1.4865529670061721,Iris-virginica
+118,5.339227313711516,3.378231065747399,1.6461693914376574,0.2,Iris-setosa
+119,5.48601214414757,4.129284985583584,1.4378360382703885,0.2,Iris-setosa

iris/tab_ddpm/1_1/12/test.csv

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

iris/tab_ddpm/1_1/12/train.csv

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

iris/tab_ddpm/1_1/12/val.csv

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

iris/tab_ddpm/1_1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.694361056659171,2.4819037605390726,4.982288904228828,1.9921293144168413,Iris-virginica
+1,5.906736989889053,3.166249025583298,4.402804209730482,1.468648170203775,Iris-versicolor
+2,4.764825513107432,3.266936442786457,1.4646461380813853,0.2,Iris-setosa
+3,5.868135619436343,2.883142878433708,5.089986915895358,1.8198773427388613,Iris-virginica
+4,5.651023481966679,2.428091403674717,5.008130308594612,2.0547921683068058,Iris-virginica
+5,6.32479455392601,2.422022140856329,4.731997911425669,1.4308290705646785,Iris-versicolor
+6,5.0405307156663515,3.610667836187994,1.3540606093040912,0.2,Iris-setosa
+7,5.397077382341017,3.7984295196149667,1.345883188684019,0.39821063626003844,Iris-setosa
+8,4.506135560773959,2.2869233575293513,1.2798205258435025,0.27917906188777,Iris-setosa
+9,6.00394122934211,2.200000383642154,5.040302275224747,1.4905244608875514,Iris-virginica
+10,6.397820328312311,3.0658311421738134,5.491258087606342,1.7855930550111914,Iris-virginica
+11,4.40000051921121,2.915479470786305,1.3926053060801027,0.2,Iris-setosa
+12,7.7,2.7630630661152953,6.7,1.9810836964810228,Iris-virginica
+13,4.901706992640885,3.103931182406793,1.4950351442813836,0.10000010829777872,Iris-setosa
+14,6.19640061471654,2.2996147630439756,4.2935606560396655,1.2697673904522695,Iris-versicolor
+15,5.158263575538787,3.3870441973270107,1.4136375991869425,0.2,Iris-setosa
+16,5.9427998588256195,2.2000002723362626,4.976363548764733,1.4985599517703603,Iris-virginica
+17,5.943521783932932,3.0097202536083736,4.922703111350008,1.7835128642320743,Iris-virginica
+18,4.400000574814641,3.1858593472502896,1.297848145663925,0.2,Iris-setosa
+19,7.7,2.828649985131792,6.7,1.979538958750437,Iris-virginica
+20,6.429729499435257,3.376085565751388,5.5762139111629425,2.3455452318377605,Iris-virginica
+21,5.310839435904725,3.578073397742815,1.4108249074310122,0.2,Iris-setosa
+22,4.685665588360258,3.092252603973609,1.3977497091722755,0.2,Iris-setosa
+23,6.668878967035978,3.134768973233867,4.483382420512709,1.4123072530323126,Iris-versicolor
+24,5.179451729313133,3.5459310836928557,1.3198479642124739,0.30497974498243025,Iris-setosa
+25,5.091483914102641,3.3139525013333366,1.6877506087380842,0.5272729710183235,Iris-setosa
+26,6.064616732378963,2.8196502915188297,5.3203480995907935,1.9423997478879422,Iris-virginica
+27,5.160047875856709,2.6363074398585242,3.1846707308214874,1.3775109919998791,Iris-versicolor
+28,5.757919671956714,2.665077750837514,5.060693826416232,1.930523281459045,Iris-virginica
+29,7.198838493280339,2.909651919549465,6.136261882013118,1.8261026634830702,Iris-virginica
+30,6.235715208332726,2.7401205362392984,4.91546597979806,1.7958268617888207,Iris-virginica
+31,5.419489913443736,4.05262701803617,1.28322053966639,0.4667902752951112,Iris-setosa
+32,6.538853629943531,2.9985669382350038,5.0414000760971405,1.7346382051015685,Iris-versicolor
+33,7.6999972275447774,2.7986455940415675,6.699996311262611,1.9680025179748901,Iris-virginica
+34,5.895664324986343,3.019472845817065,5.1306342058008925,1.8070876604887238,Iris-virginica
+35,4.921423778440502,3.150177049731704,1.3863250086489187,0.2,Iris-setosa
+36,5.343473329902305,3.6018102754448194,1.534014501446887,0.2,Iris-setosa
+37,6.656956941969973,3.2844567729136274,5.615934141068445,2.499997421457188,Iris-virginica
+38,6.0330625059883465,3.3627097920112825,4.536272091968211,1.635336835923156,Iris-versicolor
+39,5.775310729425716,2.7235068228894277,5.098100824622948,1.8948813767916333,Iris-virginica
+40,4.859136103446348,3.4120197785600075,1.322098609657292,0.21155666890998479,Iris-setosa
+41,5.162716010751986,3.795153010343249,1.6188966130868419,0.39899310233170243,Iris-setosa
+42,5.082299413011085,3.3037296890486125,1.40832649807838,0.2,Iris-setosa
+43,6.39485751971411,2.9133925122238717,5.664347616600423,1.8068626852185516,Iris-virginica
+44,4.488085387736679,2.303320686956406,1.2822389150446205,0.30361928562747864,Iris-setosa
+45,4.400000780562034,3.1803099333982834,1.295449838540422,0.2,Iris-setosa
+46,6.1315542888362975,2.6104280828360533,5.62341745258734,1.4214780725995193,Iris-virginica
+47,5.154283646758844,3.3876021402319574,1.3653065897361132,0.2,Iris-setosa
+48,6.300790513437116,3.0878959976301155,5.465819666203178,1.804064200040307,Iris-virginica
+49,4.709606030634213,3.390578914523474,1.406637017717256,0.2,Iris-setosa
+50,5.527551794917742,4.246558724682847,1.4014526427363903,0.2,Iris-setosa
+51,5.940434919664636,3.0088878117923774,5.007495768663525,1.797146177359303,Iris-virginica
+52,4.9436638734835485,2.415576766806227,3.415752653368231,0.9910742732739226,Iris-versicolor
+53,5.296581350470012,3.5188966701389433,1.6237187124989783,0.2,Iris-setosa
+54,6.399132667756748,2.701414706820478,5.3301003311477935,1.9044197684506972,Iris-virginica
+55,6.730914456262258,3.2981660523157004,5.6457383330483095,2.0603975279687003,Iris-virginica
+56,5.79848196370217,2.965651564581026,4.28888533081072,1.4635796245498613,Iris-versicolor
+57,5.75482704368817,2.6227779475779,5.090019835593189,1.933542154290225,Iris-virginica
+58,6.45538581285889,3.0793224489808857,5.479474464760252,1.7998969752977447,Iris-virginica
+59,5.082268715056323,3.286725552801994,1.6853046489946604,0.38429897704680255,Iris-setosa
+60,5.771328143761925,2.6696496772650478,5.089210727519422,1.9116878945575841,Iris-virginica
+61,6.512076557740622,3.120977142129563,5.537995001543675,1.8415044299847332,Iris-virginica
+62,7.7,2.805858520676187,6.7,2.020922083104132,Iris-virginica
+63,5.1230041680120975,3.721556155746796,1.4193921282723867,0.24013611621144015,Iris-setosa
+64,7.36989413954631,2.8674066881817235,6.377633146591634,1.7863113910211292,Iris-virginica
+65,5.229033544829102,3.787195614732079,1.5728393348243455,0.2,Iris-setosa
+66,7.7,2.7596175849196056,6.7,2.1032770820708837,Iris-virginica
+67,4.400000502388186,2.910517839704564,1.400108318716161,0.2,Iris-setosa
+68,5.750677255785516,4.4,1.5405001732135732,0.7083730086280575,Iris-setosa
+69,5.298172122888237,2.6078672891233796,4.028437075496431,1.309139265643432,Iris-versicolor
+70,4.505137589217934,2.318810865675076,1.3153069953031964,0.3243327324877331,Iris-setosa
+71,5.681342225713446,2.485872891223645,4.995072916798735,1.9973783498561248,Iris-virginica
+72,4.9890080854488135,3.329397431891414,1.3853048908506427,0.2,Iris-setosa
+73,5.197966176170066,3.870961144742444,1.5531052326978556,0.2,Iris-setosa
+74,4.889541068887324,2.9967998992713283,1.3836310089747006,0.2,Iris-setosa
+75,7.210013938940409,2.9411162682868413,5.990335634414212,1.921292869516841,Iris-virginica
+76,4.513450579113443,3.3679360057342214,1.3694899521752264,0.2971599246951669,Iris-setosa
+77,4.4042759827104225,3.14405096386219,1.380546389343908,0.2,Iris-setosa
+78,6.244570243576407,2.5437990196408324,4.995899161781502,1.5267262385931168,Iris-versicolor
+79,6.352887544662315,3.443069024877683,5.606611596834486,2.376576602803199,Iris-virginica
+80,6.048089173492626,2.200000315069931,4.996869949814315,1.5057711485870071,Iris-virginica
+81,5.169257150347547,3.3938374070343906,1.4491745196363301,0.2,Iris-setosa
+82,4.928619348521273,3.089858869366882,1.2693486523462363,0.2,Iris-setosa
+83,5.091649279185903,2.5113726259827187,3.4893102553380713,1.2638018801651172,Iris-versicolor
+84,7.7,2.7872038105769152,6.7,1.9855074083564288,Iris-virginica
+85,6.893037567026591,2.9998429339991066,5.5772278052969,2.1252237191105916,Iris-virginica
+86,4.967165619523168,3.494431749420006,1.3690697239786807,0.24182607696431369,Iris-setosa
+87,6.5047632327731,2.987066528891809,5.594695684722595,1.7955596814829833,Iris-virginica
+88,6.768389251400819,3.029140403671745,5.557242385567008,2.1503035876485392,Iris-virginica
+89,5.885664066191574,2.905526675842164,5.176575742298006,2.4481880396972207,Iris-virginica
+90,6.026969023357948,2.95067210038251,4.827758231559118,1.4202770103781428,Iris-versicolor
+91,6.324437158031723,2.6425086225178727,4.968275220796744,1.816791476685069,Iris-virginica
+92,6.418218163957562,2.987924808587443,5.504500099961272,1.8096417528942037,Iris-virginica
+93,5.890119890997698,2.9184456544115536,5.132009119337402,2.410405528098172,Iris-virginica
+94,4.901852289311375,3.143953650009482,1.4897319916733558,0.1,Iris-setosa
+95,7.7,2.8231692327150846,6.7,2.026685635052969,Iris-virginica
+96,7.7,2.805187005714713,6.7,2.10594640184075,Iris-virginica
+97,6.681904231681594,3.0600913230118008,5.585408395875318,1.9721629281281188,Iris-virginica
+98,4.926182955903968,2.420102906798291,3.0599461606571916,1.032276373561043,Iris-versicolor
+99,7.7,2.889224273337047,6.7,2.0190598297782647,Iris-virginica
+100,5.843725554401698,2.9207441213956438,5.187187467639796,2.4456474704081947,Iris-virginica
+101,5.994931344664679,3.3901398157681153,4.552793436762208,1.591136763454438,Iris-versicolor
+102,6.571375372022241,3.335733354845981,5.628903603555861,2.330536854452027,Iris-virginica
+103,5.98673311109817,3.431320281593485,4.433363230060939,1.5741063681930578,Iris-versicolor
+104,7.343551077530713,2.94225928173395,6.250961830122837,1.8940076852500924,Iris-virginica
+105,4.967277147007989,3.188595765443836,1.2433061049597596,0.2,Iris-setosa
+106,7.7,2.793903854729987,6.7,2.087382365886407,Iris-virginica
+107,4.642062214746747,3.3769047576915416,1.406222591658239,0.29006462631688446,Iris-setosa
+108,6.39522122560721,2.71157205825362,5.484134561067612,1.850308039519504,Iris-virginica
+109,5.853037035912711,2.969349010602083,4.156723105698197,1.4846404206960413,Iris-versicolor
+110,5.764933276449716,2.742587083665436,5.1362486409656976,2.3817514112680898,Iris-virginica
+111,6.149604501982379,2.6255760018491707,5.076205465300025,1.9182917951799099,Iris-virginica
+112,5.6425896562308075,3.000634715677698,4.0996809821979525,1.3758163993352421,Iris-versicolor
+113,5.6037470790653225,2.870610895329247,4.149049669270973,1.118765414178844,Iris-versicolor
+114,5.030387135319065,3.724613279010094,1.6737468549742804,0.2,Iris-setosa
+115,5.129708197296812,3.5567751011679034,1.3534402180324745,0.3248607355262925,Iris-setosa
+116,5.410665005489784,3.444252076805239,1.699060043878728,0.2,Iris-setosa
+117,7.7,2.791918689338142,6.7,1.956477697756908,Iris-virginica
+118,5.054089239419938,3.5620779951068684,1.382227860265652,0.30349612741433657,Iris-setosa
+119,6.381624735202009,2.8029138336301123,5.172580898273214,1.5021515962858885,Iris-virginica

iris/tab_ddpm/1_1/13/test.csv

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

iris/tab_ddpm/1_1/13/train.csv

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

iris/tab_ddpm/1_1/13/val.csv

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

iris/tab_ddpm/1_1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.4349145556438865,2.415014453308973,3.60845845351277,1.0012410386322874,Iris-versicolor
+1,6.483806413297394,2.943413595368533,4.3230334814237805,1.319199043619227,Iris-versicolor
+2,5.9958170141087965,2.6163533453717776,4.977632758215921,1.4973759361798349,Iris-versicolor
+3,4.92595373982938,2.413981757149969,2.641083321375229,0.9888703678535198,Iris-versicolor
+4,4.713744672474314,3.42351564666224,1.3041798319867532,0.3180020667029327,Iris-setosa
+5,4.602622986083498,3.6593661227775716,1.0,0.2,Iris-setosa
+6,6.441022652549883,3.0410334678180875,5.546630734060282,1.798272095989455,Iris-virginica
+7,6.355520470846821,2.809353262640401,5.139177963097657,1.5213816047848827,Iris-virginica
+8,4.613420803582703,3.2594991594085316,1.4112237383168633,0.2,Iris-setosa
+9,5.01475832850422,3.328803201480748,1.3536672141985617,0.2,Iris-setosa
+10,5.77372880015194,2.852405533287526,4.75777986991692,1.4439949943451098,Iris-versicolor
+11,6.323633388002153,2.691635666339222,4.944208605736188,1.7720193352552314,Iris-virginica
+12,5.884004390981239,3.008419988588086,4.314098815826297,1.3583992475875517,Iris-versicolor
+13,5.183697617079076,3.4926379431695906,1.4952307742087476,0.2,Iris-setosa
+14,5.308751704291305,2.5067581460597808,4.023710930243778,0.9697539832942582,Iris-versicolor
+15,4.4,2.8755869086125854,1.4004067901707267,0.2,Iris-setosa
+16,6.420806948254074,2.9648710682042894,5.5396477203871015,1.786734633901096,Iris-virginica
+17,5.976083871657101,3.3761447006749767,4.414731639132223,1.5700759467776542,Iris-versicolor
+18,6.032471205180239,2.9943133824379107,4.749010207966481,1.792652973611083,Iris-virginica
+19,6.392217141523389,2.924976067160052,5.56440236009371,1.8092933824466302,Iris-virginica
+20,6.685127569793021,3.327919206119332,5.714381758234976,2.064136210016722,Iris-virginica
+21,4.947308100685189,2.4165036643308766,3.082346127609039,1.0098858421909824,Iris-versicolor
+22,5.935458904113471,2.7031704406858896,4.6701018804580015,1.3303107211037508,Iris-versicolor
+23,6.818757044348905,3.1124371906913475,4.441653993213526,1.4064216570558976,Iris-versicolor
+24,5.224330122864966,3.7674294888384017,2.037973163693384,0.49178958416094115,Iris-setosa
+25,6.308333911830952,2.3174980047190163,4.5086374722077975,1.3199861741752925,Iris-versicolor
+26,6.37699205918715,3.0409796707875993,5.481396468455102,1.7950945909213405,Iris-virginica
+27,5.982974615554863,2.7136051213226833,5.1336836971780295,1.6059679273326695,Iris-versicolor
+28,6.66370752359675,3.286050852919637,5.790983449632617,2.201330120330115,Iris-virginica
+29,5.857294674358191,2.9202810122633154,4.613572721087048,1.3454749562610198,Iris-versicolor
+30,5.794766257539669,2.968621247569429,4.283615103469592,1.4709268493697325,Iris-versicolor
+31,6.326618711203435,2.2675969506720772,5.0239738094599335,1.8620263431730013,Iris-virginica
+32,5.765305413484659,2.633289775183675,5.083158561117599,1.9208884271913038,Iris-virginica
+33,6.49575077074702,2.9116806087151677,5.1401657549235455,1.8176952752527,Iris-virginica
+34,4.7405182953248595,3.276951342463798,1.3835911224920192,0.2,Iris-setosa
+35,6.3373119689407975,2.2948993505789748,4.371444339193956,1.2970617352846765,Iris-versicolor
+36,6.270578337831704,3.23734858085008,4.554542734824059,1.526168548021423,Iris-versicolor
+37,5.150775724021896,3.6216571259140515,1.5191704596069169,0.46519162798302716,Iris-setosa
+38,6.918644249689291,3.149797692261595,5.6159800522930725,2.2449086744513886,Iris-virginica
+39,6.345076810391611,2.7524238839147253,5.1131280422866086,1.955579515576788,Iris-virginica
+40,5.083859055764935,3.2818282080701078,1.304898745495408,0.2,Iris-setosa
+41,6.211499792176449,2.702755446018672,5.633451567161232,1.4882834996286531,Iris-virginica
+42,5.0076881390302095,3.510549962790787,1.6586653290354922,0.2,Iris-setosa
+43,5.938526443982376,2.2,5.025209851128575,1.483064384443729,Iris-virginica
+44,5.280604472417441,3.854725470748676,1.9726310992052225,0.39672545740133003,Iris-setosa
+45,5.354545361844251,2.5361828417681926,4.190137190706509,1.0377126780953374,Iris-versicolor
+46,5.646592430640922,2.760996641152162,4.547772457973945,1.3084894317432387,Iris-versicolor
+47,6.393473246032051,2.9484793765460386,5.558915194700519,1.772767353078134,Iris-virginica
+48,6.281255683962703,2.4961878041723535,5.025314954723609,1.8980217893346953,Iris-virginica
+49,6.043157258653796,2.3393660145203845,4.206013497355402,1.2826217227535104,Iris-versicolor
+50,4.9446591305411225,3.4855079555309154,1.3629829922122163,0.2,Iris-setosa
+51,4.7489386541925604,3.5075433948293173,1.3693167384596574,0.3174819254057265,Iris-setosa
+52,4.4,2.8973133869196377,1.414636679703704,0.2,Iris-setosa
+53,6.639426189834577,3.015590564408309,4.343547911701916,1.3681516264091917,Iris-versicolor
+54,4.7637008919400285,3.5144330163565445,1.3824982898692109,0.2855868311295855,Iris-setosa
+55,4.946845890011192,3.5469463937411954,1.4340611079691445,0.3422610958477575,Iris-setosa
+56,5.821148627027441,2.5188341550135256,4.361891867723152,1.178114616115231,Iris-versicolor
+57,5.777271297248649,2.731912907592902,5.092578826949707,2.3645892710092875,Iris-virginica
+58,5.009300654033484,3.3117400445881526,1.3618596427729246,0.2,Iris-setosa
+59,5.320449485197555,3.8411817375979247,2.0233900586267635,0.38187994869245667,Iris-setosa
+60,6.6486177381953295,2.9250967899041447,5.786156222216122,1.762061485637751,Iris-virginica
+61,6.167010217753075,2.9148859969364627,4.883527504390543,1.7910902262903146,Iris-virginica
+62,6.667613843233215,3.094953701940881,4.4415409936077515,1.4055527751432588,Iris-versicolor
+63,5.421449043239082,2.963323805367839,4.42009349947506,1.5012919920201904,Iris-versicolor
+64,5.9447807138628805,3.2609365200128244,4.678907616793842,1.7712303404965546,Iris-versicolor
+65,5.642848294666413,2.537087547510597,4.214516874432304,1.131417325135639,Iris-versicolor
+66,7.7,2.8244856481313847,6.7,1.9959301742654665,Iris-virginica
+67,6.827887043974993,3.1252915963653543,5.623402334930881,2.1161828645817633,Iris-virginica
+68,5.5025991457508905,2.4004096498095056,3.862664677796867,1.136045251703965,Iris-versicolor
+69,5.749256173626685,2.735023487262654,4.4014181159590215,1.3072915597058128,Iris-versicolor
+70,6.686779964813769,3.2578651552487994,5.65018152775811,2.0943637361472858,Iris-virginica
+71,5.680968457867614,2.358552996448795,4.01260309160533,1.143290281531761,Iris-versicolor
+72,5.0160322396510955,2.450786940159437,3.126830501388758,1.1166338175904311,Iris-versicolor
+73,5.2103694146535355,3.4845973501274385,1.5465186382077314,0.2,Iris-setosa
+74,7.030332296625698,3.144838260701899,5.672877882257532,2.258469926577647,Iris-virginica
+75,4.6178464674850375,3.2285019274798263,1.3476027984316907,0.2,Iris-setosa
+76,4.562397620919289,2.48726165078098,1.3769149338268798,0.2,Iris-setosa
+77,4.920014429457668,3.460150564679313,1.3351687389753113,0.28413323762570214,Iris-setosa
+78,4.4,2.906031805323638,1.4037382067632946,0.2,Iris-setosa
+79,7.7,2.771584867017043,6.7,1.989550946348316,Iris-virginica
+80,5.15796089444555,3.9543780606678087,1.5255143188967961,0.2,Iris-setosa
+81,4.5836949146953,3.6096160368700985,1.0,0.2,Iris-setosa
+82,4.957391373431382,3.394622070492813,1.3202230522919547,0.2051309471741189,Iris-setosa
+83,5.9817973663916675,2.982575375274387,5.139358129215825,1.7896604938705796,Iris-virginica
+84,5.11073077304787,3.7861645212719464,1.69026091730021,0.22637039699150968,Iris-setosa
+85,6.048337691452031,3.384242502661169,4.475104168225245,1.6052034839856049,Iris-versicolor
+86,6.057328242261141,2.7041250967433075,5.051447503652354,1.6077094315777007,Iris-versicolor
+87,5.229208981454716,3.436002730901563,1.3540199944234748,0.2,Iris-setosa
+88,4.4,2.945422384641656,1.400317312173676,0.2,Iris-setosa
+89,5.036155015567824,3.522164149911776,1.3608849308219388,0.3696368184780584,Iris-setosa
+90,6.310489286722264,2.446651646462687,4.946660826293376,1.902586183962049,Iris-virginica
+91,6.263716254293426,3.4204141762817004,5.601017299015312,2.383134156587539,Iris-virginica
+92,5.325404878008629,2.465981479370312,3.129216171393773,1.1112341409936675,Iris-versicolor
+93,4.797779601049121,3.468498034182782,1.3560651692430183,0.2899662652619794,Iris-setosa
+94,6.11678493340769,3.2328154071156456,4.5792778116965245,1.5963428837338807,Iris-versicolor
+95,5.180385784195273,3.7092198411734434,1.5642709294084358,0.2,Iris-setosa
+96,6.334524438587074,2.2951991558320315,4.422625913843531,1.2925134519022041,Iris-versicolor
+97,5.918832246096002,3.0146987285733906,5.153317188875215,1.813570147830876,Iris-virginica
+98,5.983835207902614,2.6823433873894564,5.124295882229863,1.5997289101517722,Iris-versicolor
+99,6.29736266578089,2.752693067608523,5.193245377858757,1.485548123311558,Iris-virginica
+100,4.909072849413974,3.119067308782772,1.529857630845552,0.1,Iris-setosa
+101,5.161668776800197,3.8165583993339456,1.9578641135576174,0.397245682574328,Iris-setosa
+102,5.192464449276931,3.412310913091264,1.4453636083430537,0.2,Iris-setosa
+103,5.937246326114885,3.2060288652739715,4.5661150254508245,1.560746047251961,Iris-versicolor
+104,5.994962963426536,2.999749108908404,4.732324827662174,1.8073396165262885,Iris-virginica
+105,6.632796589836575,2.9426747142046015,5.404229557506019,1.9857475227703822,Iris-virginica
+106,4.79662013055883,2.9643993268674174,1.352556043681416,0.2,Iris-setosa
+107,5.048197463930165,3.5314225542182243,1.4941369655761312,0.2,Iris-setosa
+108,5.301218641270909,2.536997380338622,3.8846760449154427,1.2611364846331732,Iris-versicolor
+109,5.947346318928842,3.298092942696503,4.636717570695243,1.6877363758447004,Iris-versicolor
+110,6.004305908197895,2.900521925692105,4.263399100119155,1.2935595616910387,Iris-versicolor
+111,6.5403889273264335,2.9057820456533454,5.904695014311069,1.8401871492542268,Iris-virginica
+112,6.449989672338519,2.7196770394289413,5.222513347686037,1.8839356754188408,Iris-virginica
+113,4.578053590616993,3.622386591080257,1.0,0.2,Iris-setosa
+114,5.1065818734369595,3.6059792185024744,1.4231311779721307,0.2,Iris-setosa
+115,5.117838605157407,2.629834191255477,3.5594176610427297,1.3785905241715384,Iris-versicolor
+116,4.729463120267356,3.392783324263768,1.4196207978325375,0.25335319719132,Iris-setosa
+117,4.917494484238207,3.568511982660562,1.3810589097239128,0.2,Iris-setosa
+118,6.195627475044192,2.9715994183215635,5.05426278752327,1.8127192731936483,Iris-virginica
+119,6.6568326708471295,3.244383617614966,5.5665687968297535,2.5,Iris-virginica

iris/tab_ddpm/1_1/14/test.csv

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

iris/tab_ddpm/1_1/14/train.csv

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

iris/tab_ddpm/1_1/14/val.csv

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

iris/tab_ddpm/1_1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.683288833756933,2.8512250171234985,4.445349154995582,1.3285484227996782,Iris-versicolor
+1,6.154653702399434,2.9232865051516423,4.292966088988722,1.3359186291069358,Iris-versicolor
+2,4.974631426099134,3.484593255796554,1.6036333043816662,0.2,Iris-setosa
+3,4.91804264017396,2.411225716795573,3.550902642672741,0.9062004074266471,Iris-versicolor
+4,4.5760409656419885,3.05000282409733,1.378828314799234,0.2,Iris-setosa
+5,5.47149501813433,2.5707540467328687,4.159696154967825,1.2961268610175511,Iris-versicolor
+6,5.816220482253913,3.0410918476194913,4.413053485776241,1.5240952424146479,Iris-versicolor
+7,6.266903939240597,2.3092911593735455,4.408680176371529,1.316629579182538,Iris-versicolor
+8,7.7,2.8206581071656087,6.7,1.994083839381457,Iris-virginica
+9,7.384245438938146,2.8952630001973767,6.400774061412832,1.800875366725231,Iris-virginica
+10,5.083891884185462,3.766668758820103,1.655281702396028,0.42858743945466754,Iris-setosa
+11,6.241451507945607,2.737849597360724,4.915515562648245,1.776240658075381,Iris-virginica
+12,4.873237820692314,3.092711917864775,1.4888998314012263,0.10000009415679202,Iris-setosa
+13,6.909406997524947,3.1021231921257773,5.729070583704313,2.1972990253722124,Iris-virginica
+14,6.1535701039182005,2.6206222820275737,5.675167869929542,1.4138296342713792,Iris-virginica
+15,4.986284104090968,3.526346914373221,1.3364106667445657,0.2,Iris-setosa
+16,5.209110639780991,2.458485531622022,3.3486235743602224,0.9510957116526016,Iris-versicolor
+17,5.555547144703209,2.902129833666648,4.023077713544725,1.3445388606492024,Iris-versicolor
+18,6.209094267630899,2.657219564044106,5.541326733922068,1.4869812990485183,Iris-virginica
+19,5.346321760765213,3.6369747721651544,1.4173406796398464,0.2,Iris-setosa
+20,5.361635627394637,3.9126337672658034,2.097255062749614,0.6299356522428079,Iris-setosa
+21,5.9617926898231355,2.713553662360063,5.0762676282121175,1.5833144621572013,Iris-versicolor
+22,5.519514373337618,2.547286797204748,3.8742291045954227,1.269149388342429,Iris-versicolor
+23,6.705690929877594,3.022806073705137,4.930934722217632,1.6201486505612301,Iris-versicolor
+24,7.7,2.71697630824938,6.7,1.9748993931143632,Iris-virginica
+25,5.833215612183844,2.337040840767563,3.9148864907487955,1.2560179437243186,Iris-versicolor
+26,4.808665361939754,3.3888649555729655,1.5910658690571677,0.2,Iris-setosa
+27,5.925912893235019,3.2499795576483663,4.734532540125334,1.7438481647895607,Iris-versicolor
+28,6.950183536608466,3.11866575958311,5.67845292596659,2.2464948600126866,Iris-virginica
+29,5.7061401406591115,3.1344081761630567,4.59034237282952,1.7252733549144295,Iris-versicolor
+30,5.280177323541329,3.6717361816896523,1.5929296048373753,0.2,Iris-setosa
+31,4.745365435862311,2.925603903465809,1.4037371805652061,0.2,Iris-setosa
+32,5.483076232482333,4.224445740442194,1.3471779646424247,0.2,Iris-setosa
+33,4.900586222094325,3.1187883872073097,1.4838821786217138,0.10000032782041836,Iris-setosa
+34,6.0219577078332,2.688631223183454,5.271628758919337,1.875369445408382,Iris-virginica
+35,4.610293723793222,3.5972803171454206,1.0000007594299591,0.2,Iris-setosa
+36,5.081747044617483,3.38535504226918,1.302954340474299,0.2,Iris-setosa
+37,6.616928269778948,3.0064585390024203,5.63578665636252,1.7854729770872497,Iris-virginica
+38,4.97717480695308,2.4581023721227573,3.1349718278908574,1.268795939966718,Iris-versicolor
+39,6.3224925654017845,2.951386730385074,5.381346359527181,1.7578798473534851,Iris-virginica
+40,4.93093534339778,3.102844094491575,1.3140466882770463,0.2,Iris-setosa
+41,4.884833790995683,2.3929001541767283,3.958874633524104,1.044057076514184,Iris-versicolor
+42,5.875485833198301,3.1600861457822376,4.588035578929008,1.5424829522324965,Iris-versicolor
+43,5.838368421094648,2.775045157685781,5.129942899948665,1.8751086599989455,Iris-virginica
+44,6.430257732242735,2.803372508604791,5.529604888846716,1.8734454171232846,Iris-virginica
+45,6.673374008956926,3.264969404179802,5.644132759130189,2.1905710374341556,Iris-virginica
+46,6.491694594120733,2.9533918950805558,4.3168783311315595,1.3527356005098967,Iris-versicolor
+47,5.797335177751494,2.7928562853576633,5.1315756960807954,2.384912386579762,Iris-virginica
+48,6.300627963436917,3.2459500735596727,4.482103635719512,1.5147765973774698,Iris-versicolor
+49,5.201336090632324,2.439216069850319,3.301979652053426,0.9716566361823084,Iris-versicolor
+50,7.699992631097391,2.830324662304501,6.699993542237445,1.9886805700265497,Iris-virginica
+51,4.400000776743269,2.937748592120867,1.4061019266072572,0.2,Iris-setosa
+52,5.296102108664205,3.4789369095810105,1.4265229116548288,0.2,Iris-setosa
+53,7.699957076198881,2.827217038087781,6.699967273778672,1.9747658732845221,Iris-virginica
+54,5.670674367380863,4.4,1.477466896278499,0.38354410109606796,Iris-setosa
+55,4.9921085557341645,3.497238529199263,1.3293719507183939,0.30265482882946393,Iris-setosa
+56,6.655540465846716,3.132563625968339,4.4349803858833035,1.428622293174518,Iris-versicolor
+57,5.404658416059825,3.389530303906104,1.7235231212501723,0.2,Iris-setosa
+58,5.828642501399857,2.4011767976955807,4.16937811224794,1.228024716051101,Iris-versicolor
+59,5.8777481205440125,2.902366926220763,5.159445499306678,2.446264374671155,Iris-virginica
+60,6.247076350529816,2.4776028218611374,4.803014384093152,1.4606082305144255,Iris-versicolor
+61,4.939423077176807,3.5216937348217288,1.4253301350703294,0.2,Iris-setosa
+62,5.800593288011012,2.8331424812453627,5.164904159398037,1.8703382110530002,Iris-virginica
+63,7.7,2.7791123790598573,6.7,2.0482840989751168,Iris-virginica
+64,5.73118715007746,2.5461029976011678,5.051255874176882,1.9761702944406538,Iris-virginica
+65,6.284925159151113,2.7651121305384376,5.090511786771749,1.4926616464057108,Iris-virginica
+66,7.7,2.81013563895595,6.7,1.9975169607510321,Iris-virginica
+67,5.895442778854358,3.0028752233914466,5.0709196708887205,1.7882785022893735,Iris-virginica
+68,5.508529566112683,3.362455930224519,2.6635719409026573,0.2,Iris-setosa
+69,6.04249334919807,3.1284963748345818,4.541515274547277,1.5323584950026197,Iris-versicolor
+70,6.24511908363144,3.063868704779136,4.417103059316423,1.417966675745617,Iris-versicolor
+71,6.004065642195886,2.692773193327942,5.138242525562317,1.5948264610531915,Iris-versicolor
+72,6.705540350827492,3.308312981564318,5.737840153244639,2.200080727445685,Iris-virginica
+73,6.267387885222659,2.4427108934342447,4.7806915541219706,1.4709423328031044,Iris-versicolor
+74,6.654385416889243,3.2955469912393682,5.579732755350673,2.4999899493047675,Iris-virginica
+75,6.821467333019336,3.3386579328764743,5.712969987383332,2.5,Iris-virginica
+76,4.4,3.239136353940214,1.2967761246391736,0.2,Iris-setosa
+77,6.002931037670022,3.4206015875260234,4.527171255874426,1.6150533892000982,Iris-versicolor
+78,6.888844661993343,2.9044344769477415,6.033120085768508,1.8378670501227743,Iris-virginica
+79,5.664815665782527,4.399998826483942,1.4895158206989014,0.512093437401119,Iris-setosa
+80,5.476326977308087,4.18645512542609,1.4053918983998646,0.2,Iris-setosa
+81,5.914641588056203,2.708288290271926,5.202721581616537,1.8828905752001317,Iris-virginica
+82,6.416370170873792,2.977088371956827,5.421745725519397,1.80088608806618,Iris-virginica
+83,6.307182882355571,2.4773403189261134,4.837983057070262,1.4912288385556278,Iris-versicolor
+84,5.598663576132479,3.0575053232906106,4.616768156213545,1.5328729049524332,Iris-versicolor
+85,6.476601942648111,3.375497427515231,5.697027337626122,2.3461928327885055,Iris-virginica
+86,7.7,2.7751082259442854,6.7,2.0272798360143898,Iris-virginica
+87,5.661893342181137,4.399999217717704,1.4802687284438343,0.3609539458430012,Iris-setosa
+88,6.041222245046984,2.200000300937927,5.025093601839828,1.5066150531744678,Iris-virginica
+89,6.018813609007153,2.6987354081607338,5.143718294239948,1.6380596723912313,Iris-versicolor
+90,5.155874039299768,3.8076425045273625,1.6568162093760979,0.3947100652744211,Iris-setosa
+91,6.407417811413446,2.981972897995091,5.516733666263788,1.7564847930321896,Iris-virginica
+92,5.44281135997472,3.968287377408353,1.3113531152859423,0.39195807687035644,Iris-setosa
+93,5.977004478546597,2.9944990651865884,5.095599724609965,1.826005562658773,Iris-virginica
+94,4.606733954587025,3.658439215609836,1.0000006387124027,0.2,Iris-setosa
+95,5.741841657304149,4.4,1.5263804181030673,0.3928093692866015,Iris-setosa
+96,4.768773756120328,3.312516378677965,1.3377531913192808,0.2,Iris-setosa
+97,6.252451196221771,2.3774403002649125,4.50567263075255,1.3858844419362768,Iris-versicolor
+98,5.539595846152157,4.210798042405556,1.3719307288154037,0.2,Iris-setosa
+99,4.641637252029369,3.138181856088336,1.4097249011520763,0.2,Iris-setosa
+100,6.342389987476975,2.5507558953016596,5.017826290145947,1.8680763658216293,Iris-virginica
+101,5.6450099852521385,2.609509822990905,4.150963215562141,1.263335721351096,Iris-versicolor
+102,5.230421762757849,3.3537288517880253,1.6523855946934167,0.2,Iris-setosa
+103,5.476824786885079,2.9604586036835805,4.427381711457712,1.4775777358917537,Iris-versicolor
+104,5.473535021332485,4.184728689996202,1.405445387522682,0.2,Iris-setosa
+105,6.689091468499182,2.9840557041509808,5.010253280513405,1.7085591254685826,Iris-versicolor
+106,6.476968070730332,3.3590679541503126,5.6299806275610305,2.3307864991432132,Iris-virginica
+107,4.579582218116367,3.692393431330485,1.0,0.2,Iris-setosa
+108,5.176924304326346,3.5008082401271854,1.4652146764501162,0.2,Iris-setosa
+109,6.839739791577837,3.197146772424296,5.793548368044759,2.2971360793705253,Iris-virginica
+110,6.377067106071423,2.851347856980191,4.2604377608229935,1.2924468252173424,Iris-versicolor
+111,5.879853742665461,2.9326759667178712,5.192942659662361,2.4676426577278607,Iris-virginica
+112,6.26221077982359,2.4184861459934384,4.769554665043632,1.4720148037501346,Iris-versicolor
+113,6.002442499541503,3.4496461058181427,4.554563603998285,1.614699215433397,Iris-versicolor
+114,5.557069748958086,2.4913170351679272,4.299840188933578,0.9684088111416174,Iris-versicolor
+115,5.349449933514687,2.3821986033418554,3.5264732359109594,0.9886525433266797,Iris-versicolor
+116,6.870527059935862,2.943933853079563,5.5748474188965655,2.0749800314641527,Iris-virginica
+117,6.112673659954125,2.6207834926980076,5.635361482842502,1.4134268916370645,Iris-virginica
+118,5.151877834425655,3.8309379224125655,1.8173401326431606,0.5495289084107312,Iris-setosa
+119,4.504083511245667,2.320019564602519,1.3320898727529782,0.3036851519291117,Iris-setosa

iris/tab_ddpm/1_1/15/test.csv

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

iris/tab_ddpm/1_1/15/train.csv

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

iris/tab_ddpm/1_1/15/val.csv

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

iris/tab_ddpm/1_1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.903827466936315,3.0322721448599252,1.360251157538424,0.2,Iris-setosa
+1,5.6793501800707045,3.0796391714509896,4.678687079505147,1.6614828424189934,Iris-versicolor
+2,6.919328562119322,3.0343950558037407,5.559363967527029,2.188471844473939,Iris-virginica
+3,6.605307588747129,3.132933247900707,4.447843511497624,1.4710623490823285,Iris-versicolor
+4,6.082231661238869,2.9648481283527874,5.23315073171759,1.7609236270024888,Iris-virginica
+5,6.072033562502182,2.8920212693063614,5.207473642287757,1.696696576538514,Iris-virginica
+6,6.63567613896195,3.114683863904298,4.452166365047984,1.4116392071734343,Iris-versicolor
+7,4.919657500967863,3.2396164386569573,1.459602254011643,0.2,Iris-setosa
+8,4.9132858906630785,3.507403178246908,1.3431733281698273,0.36669206835635015,Iris-setosa
+9,5.18708982495163,3.428144133401499,1.4918035771746376,0.2,Iris-setosa
+10,5.027122852893257,2.4642021764415416,2.8667616864350443,0.9746013496182128,Iris-versicolor
+11,6.722221271872003,3.3009356172521716,5.6959589444236105,2.4999995146137053,Iris-virginica
+12,5.996362895848902,2.2000003914489006,4.963923179318122,1.5041692133324585,Iris-virginica
+13,5.440104172726633,2.9965312524581824,4.469599226829266,1.4955954030364993,Iris-versicolor
+14,5.057714775760721,2.4109002208467714,3.1808765948567292,0.9475609684519473,Iris-versicolor
+15,5.00592057008165,3.2880818922670345,1.4005239649941983,0.2,Iris-setosa
+16,5.390516372434598,2.9337489455874866,4.238788100097522,1.4507715059142332,Iris-versicolor
+17,5.792579591419939,2.7543161395924507,5.139570259738079,1.8672975525840818,Iris-virginica
+18,5.40478885608428,2.7243606539209795,4.12049445394441,1.3567854586909465,Iris-versicolor
+19,4.4,3.1331156447107427,1.3244463239784547,0.2,Iris-setosa
+20,5.608532287248599,2.398574495516049,3.64214456802533,1.1425618571388911,Iris-versicolor
+21,5.007021584543641,2.4454008083849437,3.4571551648311463,0.9993590241826502,Iris-versicolor
+22,5.116913762500568,3.777268655126181,1.661807590864203,0.4736797115691989,Iris-setosa
+23,5.78089818363339,2.650166529610811,5.090855903928313,1.9166816095722774,Iris-virginica
+24,5.371545336348895,3.6783088128689316,1.4961475882583166,0.2,Iris-setosa
+25,5.728626791639654,2.9368329822591233,4.108334453413419,1.421412901799081,Iris-versicolor
+26,4.4,3.237830963030081,1.2707280611079752,0.2,Iris-setosa
+27,6.68077967690133,3.0683506510930085,4.381789844824624,1.3945358102324457,Iris-versicolor
+28,5.801346935426752,4.399999195775646,1.4984821034349483,0.34715259013553124,Iris-setosa
+29,6.699454935552586,3.2832431969974896,5.7550457265011215,2.4999994865463346,Iris-virginica
+30,5.855388228316691,2.8714552190204112,5.164485219615638,1.864840760693913,Iris-virginica
+31,4.971130585439997,3.589347755274759,1.6297995321698935,0.2,Iris-setosa
+32,4.40000047912373,2.9912950853166267,1.3684745154492464,0.2,Iris-setosa
+33,6.665813381727245,3.282766932189671,5.6935452144940415,2.1840588069382414,Iris-virginica
+34,6.25000228230806,2.986049495177981,5.495763791286164,1.768663834670114,Iris-virginica
+35,5.375641129838611,2.6175634902641782,4.2074493470501295,1.2557666106134704,Iris-versicolor
+36,6.282884347279291,2.7408178631355926,5.1971123291075845,1.445277015991288,Iris-virginica
+37,4.586364495491009,3.608706678803358,1.0000004387776926,0.2,Iris-setosa
+38,4.657541511958465,3.2303905159784323,1.3513753748891668,0.2,Iris-setosa
+39,5.126153294905946,2.4912260778439306,3.613163743963086,1.2667539325235646,Iris-versicolor
+40,5.159883327199973,2.5048544790406946,3.416579804819496,1.1368843444320904,Iris-versicolor
+41,6.055352363318621,2.9307032328753766,4.200070198885246,1.4227031956615215,Iris-versicolor
+42,6.844588369003522,2.9893340553061734,5.511001348545545,2.047860214489122,Iris-virginica
+43,5.895966179856792,2.917385090381576,5.262022444159147,2.333021286073561,Iris-virginica
+44,7.7,2.698103163283649,6.7,2.1121705292847106,Iris-virginica
+45,5.981241655983369,3.3024590967849106,4.680640019842026,1.7018384602883392,Iris-versicolor
+46,7.7,2.790930520145193,6.7,1.953786866756205,Iris-virginica
+47,4.95848691505802,3.5791251705658422,1.6433221587722553,0.3144073419525918,Iris-setosa
+48,5.422036515701973,2.4074619611009918,3.861392374716993,1.0533070729487513,Iris-versicolor
+49,5.1590719697278615,3.3485067449715613,2.0386417783084894,0.5626913337523465,Iris-setosa
+50,7.699998486176557,2.8147946805812993,6.7,1.979965869061847,Iris-virginica
+51,5.988846440700955,2.200000447268232,4.993730027331264,1.4730810879051457,Iris-virginica
+52,4.808733788173894,3.267503788748457,1.411050077159277,0.2,Iris-setosa
+53,5.789133457924081,2.6886357500397833,5.079008755474043,1.9040373439139113,Iris-virginica
+54,4.858797992153681,3.344138993378055,1.4108786976776833,0.2,Iris-setosa
+55,6.67858500718162,2.982176125621061,5.049073519906777,1.745081972349578,Iris-versicolor
+56,5.144986967279837,3.3794388418416186,1.4234383097415022,0.2,Iris-setosa
+57,5.970407100551727,3.4628551054472028,4.565998198372652,1.5719225656683702,Iris-versicolor
+58,6.001490963531249,2.2,4.999477625001004,1.5000746612962441,Iris-virginica
+59,5.88331909371029,2.9580266491854506,5.052632851140733,1.8144958637852853,Iris-virginica
+60,6.2551442753611255,2.804152447749456,4.980531273231526,1.7226830133133553,Iris-virginica
+61,5.12648248635709,2.455811895189634,3.1551877519767255,0.9978175908459291,Iris-versicolor
+62,5.939216908477894,2.957039212731843,5.031351205303951,1.8122326202707566,Iris-virginica
+63,5.75409803833048,2.6546402607007007,5.085107683174087,1.9048908941694145,Iris-virginica
+64,5.884792203660194,2.990933962109267,5.094463657667849,1.834083756965368,Iris-virginica
+65,4.5946456967253955,3.6060677015512392,1.0000004440705799,0.2,Iris-setosa
+66,5.075641282252982,3.346167580141221,1.3580156037485012,0.2,Iris-setosa
+67,6.191407185080487,3.2548130088239926,4.556262054992439,1.5162218238541785,Iris-versicolor
+68,6.323204882166571,2.7647037474026614,4.809194646263271,1.7385448776875339,Iris-virginica
+69,6.15508088030823,2.697094092444836,5.523826813463051,1.4378408192476904,Iris-virginica
+70,4.969994226408152,3.410157834861647,1.5024813789533458,0.2,Iris-setosa
+71,6.194501158618389,3.4408267527286434,5.697946467403296,2.419940394584777,Iris-virginica
+72,5.112270270996522,3.6953520811211638,1.6080525482866372,0.2,Iris-setosa
+73,5.295076761558017,2.437461519038496,3.2693382632441317,1.0998789090981902,Iris-versicolor
+74,5.543939919953326,2.3940731745901984,3.969206207683717,1.1002004675323533,Iris-versicolor
+75,5.142448936785176,3.466212068047459,1.5522490207244835,0.2,Iris-setosa
+76,6.081102282289102,2.958545331276317,5.25374969816625,2.479046108488173,Iris-virginica
+77,5.400243066931925,3.579690321639015,1.5224676432287343,0.2,Iris-setosa
+78,5.838840323689538,2.744417472623371,5.148243665416806,1.8839536349940749,Iris-virginica
+79,5.8017058780065165,2.686230190450349,5.067185311742506,1.8725949183697546,Iris-virginica
+80,5.0019441993806115,2.4778169742900786,2.9684829280749128,1.0899596765300228,Iris-versicolor
+81,6.6013752902787015,3.0991332412759416,4.429793500510358,1.4454990712677833,Iris-versicolor
+82,7.699743694205688,2.8496138013931875,6.699565379354989,1.9335477230128129,Iris-virginica
+83,5.021069060464513,3.28538840496491,1.3265450484178585,0.2,Iris-setosa
+84,5.436150908131706,3.938069744762243,1.2832481966613776,0.4766235734362396,Iris-setosa
+85,6.1387725958588435,2.992387364690438,4.544629881003238,1.3780313867666674,Iris-versicolor
+86,5.123403703443051,3.7964185951328786,1.5964034027705516,0.2,Iris-setosa
+87,5.335561961363355,3.780837385131006,1.4849680811643964,0.289895763441506,Iris-setosa
+88,5.878679937655385,2.9907806216383364,5.1563533385419955,1.8374033850908578,Iris-virginica
+89,4.662155084045473,3.561979755522776,1.0000008031722547,0.2,Iris-setosa
+90,6.66726203055041,3.137132970169208,4.395578434617783,1.3965259846552942,Iris-versicolor
+91,4.603253494289648,3.21639935514671,1.3826766454378696,0.2,Iris-setosa
+92,5.610485736147707,4.4,1.513481845949795,0.333146679335944,Iris-setosa
+93,5.529927419134371,2.9864017345841205,4.286421223160691,1.3592641417720959,Iris-versicolor
+94,7.023856840205086,3.0403647715171154,5.736603546766399,2.207085912881286,Iris-virginica
+95,5.957016853823031,3.4196536609633226,4.6118589444850056,1.7084315345999128,Iris-versicolor
+96,6.293655673305408,2.8583100357469826,5.582451178908451,1.7989561540382089,Iris-virginica
+97,5.530264215157398,2.852162727881972,4.198612310704742,1.4274818945270922,Iris-versicolor
+98,4.945465727210983,3.0633495071849515,1.400005716531735,0.2,Iris-setosa
+99,4.955372324401365,3.3298242725928286,1.4024276814235022,0.2,Iris-setosa
+100,5.785657157357657,2.6365663492772735,5.072196287154696,1.9174826507326648,Iris-virginica
+101,5.0018182732596435,3.3458033835291423,1.4652452258287625,0.2,Iris-setosa
+102,4.877545687947821,3.0769252993613394,1.5127196267872016,0.1,Iris-setosa
+103,5.322141069874089,3.3860969228962157,1.6894228222975478,0.2,Iris-setosa
+104,5.391272179446643,3.486690013389044,1.5652197164438986,0.2,Iris-setosa
+105,6.691677171802963,3.0061221858704856,4.973583898884036,1.6861459528293208,Iris-versicolor
+106,5.735563686117938,2.921957651216837,4.471898890387794,1.3059749262637048,Iris-versicolor
+107,5.658540777558393,3.044360945496702,4.4660679217343375,1.488175917812456,Iris-versicolor
+108,6.62036294181397,3.0279091369314277,4.354472961822683,1.389066941053721,Iris-versicolor
+109,4.6212557954455855,3.5966424302131084,1.0000008147779935,0.2,Iris-setosa
+110,6.249873232541055,2.91624125340682,5.590586796302252,1.8002738099994842,Iris-virginica
+111,5.275947074445759,2.8662699230455213,4.2331386028500955,1.4294312477088886,Iris-versicolor
+112,5.75754672853593,2.6740269693002965,5.0974904632766025,1.912403446380962,Iris-virginica
+113,6.259004442943989,3.4196663531192892,5.70778769543425,2.4085116346116613,Iris-virginica
+114,4.4,2.9129166495738126,1.4028662206504159,0.2,Iris-setosa
+115,5.205709944006793,3.7811704569932285,1.6743702025168943,0.47993839447465836,Iris-setosa
+116,4.547336855789819,3.282443805256455,1.4097541446104507,0.2,Iris-setosa
+117,6.96263401443328,3.2021444146834184,5.7663226980493505,2.2968841091366814,Iris-virginica
+118,5.230209592750594,2.8835314000755057,4.145970205514332,1.4529017586851585,Iris-versicolor
+119,6.484228328459993,3.1662785697803204,4.464498707042607,1.4896192601180183,Iris-versicolor

iris/tab_ddpm/1_1/16/test.csv

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

iris/tab_ddpm/1_1/16/train.csv

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

iris/tab_ddpm/1_1/16/val.csv

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

iris/tab_ddpm/1_1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.022965939535992,2.4812905518944723,3.2199730185500677,1.139845901801627,Iris-versicolor
+1,6.4549189345658595,3.083689143513386,4.557992012125582,1.4183231831219159,Iris-versicolor
+2,5.246547049538236,3.799534502105289,1.6450457756212469,0.37893707882385763,Iris-setosa
+3,5.251559499435846,3.5075413555726755,1.4841934581896659,0.2,Iris-setosa
+4,6.5217203506293675,3.0899017227542367,5.538621707949985,1.8516935594995125,Iris-virginica
+5,4.614723037925406,3.5904184304816935,1.0000017090671407,0.2,Iris-setosa
+6,5.20132952617545,2.4871941022539676,3.0837932780256967,1.098882356045297,Iris-versicolor
+7,5.815317189878003,2.87476204702539,5.200108018090102,1.8625208309388075,Iris-virginica
+8,5.102132414453612,3.742229626017135,1.6443828244502225,0.4235400874797649,Iris-setosa
+9,6.202799442284034,2.7715029590818965,5.626216370098856,1.5911068639470254,Iris-virginica
+10,6.11091591394007,2.618621570740805,5.584156782111247,1.4147456219129257,Iris-virginica
+11,6.352175723524533,2.906385665388958,5.653430323357852,1.7887375515741855,Iris-virginica
+12,6.521702519537608,3.1703280624039296,4.500106262019775,1.459560881652816,Iris-versicolor
+13,6.058397689430227,2.978701250878404,5.165056751489053,1.7040151977596043,Iris-virginica
+14,6.389825518240493,3.005817282872448,5.488150511964683,1.779686766110772,Iris-virginica
+15,4.600410162584658,3.20373041101071,1.4011555916826162,0.2,Iris-setosa
+16,6.2483396552276,2.612314792471769,5.009729442146551,1.8531420701340926,Iris-virginica
+17,5.724957302418946,2.7501820707014253,5.081722743997804,2.4082033584724982,Iris-virginica
+18,5.706756078501865,4.4,1.5339525567958014,0.4695690724471725,Iris-setosa
+19,5.283931087463947,2.8246714862646365,4.093982233244279,1.4495713822764191,Iris-versicolor
+20,6.063485677582585,2.9994209888894896,4.797015388988036,1.8081298429131427,Iris-virginica
+21,6.643207356700888,3.2967571399213518,5.620663223302019,2.4999934418702354,Iris-virginica
+22,4.6613352702475845,3.4192971020852077,1.379746756996811,0.3299371984252666,Iris-setosa
+23,4.600837740032535,3.619233622377463,1.0000006485136441,0.2,Iris-setosa
+24,5.498139900014799,4.2070076960435845,1.3940978092850633,0.2,Iris-setosa
+25,5.803516504216655,2.727340376165341,5.122586252035451,1.8886828317314814,Iris-virginica
+26,4.99261339936063,3.516442960190815,1.4107166012002244,0.2203347809887369,Iris-setosa
+27,5.262471334207728,3.485278531471123,1.571023933432248,0.2,Iris-setosa
+28,5.972553524831319,3.3688440970899567,4.440534082673693,1.5329565218314798,Iris-versicolor
+29,6.019173262811732,2.918300006148588,4.537262591308462,1.3740538846256443,Iris-versicolor
+30,5.360710933252741,3.888884876715995,1.5912833572451421,0.3815727009843136,Iris-setosa
+31,6.164931691780975,2.980382384426717,5.016444775657518,1.6430169716633731,Iris-versicolor
+32,5.254182649564672,3.4853368847621065,1.4665674669971744,0.2,Iris-setosa
+33,5.826183467873243,2.99550867679441,4.2301406138099855,1.5072669590816865,Iris-versicolor
+34,5.088739810137475,3.434418535882424,1.4124358686148315,0.2,Iris-setosa
+35,5.527513725676156,3.0228405035524664,4.580708876684167,1.4981183036624839,Iris-versicolor
+36,5.5040678292870675,4.194083495399894,1.3794488112839502,0.2,Iris-setosa
+37,6.6900809282808344,3.1117127490174594,4.4048936711737525,1.4177500425199503,Iris-versicolor
+38,5.727986066185555,4.399998900552086,1.479516261210468,0.3357676480729173,Iris-setosa
+39,6.075113621825074,2.8737952570165777,5.0571726632368295,1.6008024299221935,Iris-versicolor
+40,7.037896539304815,3.0601758901519625,5.739796941005316,2.1981889039207574,Iris-virginica
+41,5.136446928209368,3.322841323207536,1.6816077837258716,0.28672903762942564,Iris-setosa
+42,7.7,2.7747503076263484,6.7,2.1097162746033606,Iris-virginica
+43,5.2318395440515015,3.553613414618439,1.4907687386110124,0.2,Iris-setosa
+44,5.6876765981299995,4.4,1.497980360968687,0.5513435810846906,Iris-setosa
+45,7.139436314329017,2.9069794506760944,6.219411261583778,1.7695349387240666,Iris-virginica
+46,4.4,3.2237817496562284,1.2660825528864452,0.2,Iris-setosa
+47,5.099334387474684,3.5263083326402724,1.4973392044038905,0.2,Iris-setosa
+48,5.100506285097298,3.5545893553936736,1.4224450417187542,0.2,Iris-setosa
+49,4.594683729004426,3.601355826047678,1.0,0.2,Iris-setosa
+50,6.467253055970023,3.1440047697442326,4.4466144112738375,1.485843343849585,Iris-versicolor
+51,5.967013505800986,2.2,4.986013152363312,1.517174537591662,Iris-virginica
+52,5.014388892284091,2.468338372163043,3.0143584903360994,1.0727301275477652,Iris-versicolor
+53,5.7058809647961874,2.393689816770403,3.760258608490539,0.8914052207419039,Iris-versicolor
+54,5.704828875220858,4.3999992559138645,1.534503567595809,0.38238618278286585,Iris-setosa
+55,5.827079352757626,2.9799142741920512,4.4309965296395255,1.4788023455884065,Iris-versicolor
+56,4.400000727162244,3.161229245585316,1.3134815470713084,0.2,Iris-setosa
+57,5.512974791298338,4.2027531981362936,1.4038076949901268,0.2,Iris-setosa
+58,5.509179548994534,2.9728553217847327,4.377070525961714,1.412928652140054,Iris-versicolor
+59,5.11749694861164,3.36287363773793,1.6615405210968945,0.5055437591541531,Iris-setosa
+60,6.477768036906854,3.2066716860453806,4.484685484336063,1.5179471571486396,Iris-versicolor
+61,6.281994021458387,2.979292227698873,4.369332757072112,1.3570301802469515,Iris-versicolor
+62,4.5813128143160435,3.6774104962989558,1.0,0.2,Iris-setosa
+63,6.499287571373835,3.0561152756543777,4.473462173906323,1.436318054799743,Iris-versicolor
+64,4.940462736857068,3.102405787479954,1.5002699231515595,0.36372055557489347,Iris-setosa
+65,5.440518151534795,3.3872646441567476,1.7829906265653812,0.2,Iris-setosa
+66,6.002652913379854,2.3234637316069184,4.170136353632004,1.2770409985298115,Iris-versicolor
+67,4.624408964716065,3.606526270950015,1.0000009945121042,0.2,Iris-setosa
+68,6.816142291711974,3.2110919250835956,5.575474693072604,2.2374248375679087,Iris-virginica
+69,4.89486187567481,3.504839655923402,1.355104476166166,0.3526814325231715,Iris-setosa
+70,6.679756648407988,3.295519203805524,5.722648936943917,2.499999340366294,Iris-virginica
+71,5.332247479052702,3.77408899022652,1.495472658645491,0.2,Iris-setosa
+72,6.645163413339828,3.2549842548811556,5.7989845469243475,2.105072419602907,Iris-virginica
+73,5.697346643319565,3.0695625540168283,4.545186439010805,1.5073849165472777,Iris-versicolor
+74,6.319101547376234,2.2911170014949658,4.4147604266383125,1.2957242070605552,Iris-versicolor
+75,5.488043231215296,2.483820380248258,4.106465840506346,0.9141872880021287,Iris-versicolor
+76,5.038690235726931,3.1992245518597455,1.3307370722679794,0.2,Iris-setosa
+77,4.917490147555166,2.9821573351333,1.3880134371672987,0.2,Iris-setosa
+78,6.086530424342493,2.6277724680786063,5.573289876608786,1.3800784722117003,Iris-virginica
+79,5.470947363254684,2.925141823351952,4.204965360848179,1.4524111064022374,Iris-versicolor
+80,6.374220333894976,2.925406533085456,5.52629970078893,1.7528352260720403,Iris-virginica
+81,5.384471101906473,2.988651799451613,4.456297642542082,1.4894761554523501,Iris-versicolor
+82,6.240982047113411,2.5187754174725714,4.985287045530222,1.885046278132416,Iris-virginica
+83,5.177106597717201,3.589453585231935,1.3229099883780027,0.35224173641340706,Iris-setosa
+84,5.117931484167254,3.3935833810009473,1.4814486932347952,0.2,Iris-setosa
+85,5.692493193395762,2.5738755039440457,5.077376805626406,1.9703614521063144,Iris-virginica
+86,5.353431872104247,2.9103581793898563,4.226794597328976,1.4707447284584425,Iris-versicolor
+87,5.993057635923018,2.7936874946930734,5.1038307482450636,1.6191919082219084,Iris-versicolor
+88,6.54954163433317,2.944940873709825,5.671792433534389,1.8134101603990123,Iris-virginica
+89,7.699531867482114,2.826960379522804,6.699347148336525,1.9249541030920785,Iris-virginica
+90,4.605851834327358,3.2207397832681295,1.4085325781787075,0.2,Iris-setosa
+91,4.937299039589255,3.4755053251902037,1.5201374501312461,0.2,Iris-setosa
+92,5.649403989477017,2.8932255202004002,4.1815140807348845,1.3143712310921756,Iris-versicolor
+93,7.699997995044799,2.778127136041163,6.6999975928433,1.9879958867509555,Iris-virginica
+94,5.3520814184347785,3.444852311681567,1.6649237418031997,0.2,Iris-setosa
+95,5.123414358256752,3.7418419088251285,1.4996142270504955,0.2,Iris-setosa
+96,6.402881781087168,2.7963765471162274,5.155962623164295,1.5470119187185396,Iris-virginica
+97,6.3561911182097095,2.9007431279573184,4.336060382506221,1.2922373913769867,Iris-versicolor
+98,4.4,2.850427159258241,1.4032135380346769,0.2,Iris-setosa
+99,7.7,2.75040548483273,6.7,2.043846451704577,Iris-virginica
+100,5.771664039452489,2.714967497150514,5.149653603387696,1.9725491302637361,Iris-virginica
+101,6.140882522050054,2.6102693183653534,5.628209957923718,1.3921926265868951,Iris-virginica
+102,5.676586552348317,4.399995329717241,1.4897842254715372,0.43642943168700804,Iris-setosa
+103,7.553138336282684,2.856316337549958,6.542197540801321,1.8116985806447325,Iris-virginica
+104,6.6198251135526505,2.956053290390641,5.484810847965812,1.9308840402550198,Iris-virginica
+105,6.269761284031585,3.1248844624526075,5.36899999902344,2.499696198162059,Iris-virginica
+106,5.44079834419512,2.9766758060236818,4.533240274991012,1.517621944081245,Iris-versicolor
+107,7.699980205304266,2.8366849494416817,6.699978905410205,1.9883388641538495,Iris-virginica
+108,5.37546630176038,2.8909406517827017,4.312143773373265,1.4219404802112858,Iris-versicolor
+109,4.921505462632287,2.391926775385431,3.3609139436053868,1.0971442244000524,Iris-versicolor
+110,7.699998952017001,2.7488010753068757,6.7,2.022015788556653,Iris-virginica
+111,4.57817028578129,3.6018704636022587,1.0000006607364704,0.2,Iris-setosa
+112,6.741858004919222,3.253445839908042,5.706894505605214,2.2002281716356897,Iris-virginica
+113,5.430648753744645,3.0147245325661896,4.494125623548315,1.5100540745751116,Iris-versicolor
+114,5.727941183346301,4.4,1.5312676994126293,0.45867068277076917,Iris-setosa
+115,5.238882561305833,3.746310045283838,1.6188362051108338,0.38379877546307944,Iris-setosa
+116,5.80497129496519,2.7543620457732625,5.10910666458852,1.8617020785473168,Iris-virginica
+117,5.209853525791455,3.6435125728776523,1.5207986341390525,0.2,Iris-setosa
+118,6.809379401006341,3.29790294373977,5.735676740566383,2.5,Iris-virginica
+119,6.087811062467567,3.309853629645973,4.495441045702742,1.5226327292264739,Iris-versicolor

iris/tab_ddpm/1_1/17/test.csv

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

iris/tab_ddpm/1_1/17/train.csv

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

iris/tab_ddpm/1_1/17/val.csv

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

iris/tab_ddpm/1_1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7564082228443434,6.7,2.005790213113081,Iris-virginica
+1,4.947136939083827,3.4060572352463834,1.527772843639395,0.2,Iris-setosa
+2,5.289321329265626,2.7969875624144134,4.163632112224202,1.3960892436766419,Iris-versicolor
+3,6.772421791612292,3.0985430255786026,4.39616857570615,1.3719437040806808,Iris-versicolor
+4,4.60587160885987,3.2191749348910346,1.4023295552033919,0.2,Iris-setosa
+5,5.084715134816457,3.290906546260555,1.2543346788051513,0.2,Iris-setosa
+6,5.479672554858556,4.20867450134589,1.3897205808053308,0.2,Iris-setosa
+7,4.602211552369871,3.600701974589579,1.0000004489283345,0.2,Iris-setosa
+8,5.002717502798061,3.3240584119001513,1.4068107578487379,0.2,Iris-setosa
+9,6.476673049391562,3.097304818036794,5.52438998863927,1.8022204286587236,Iris-virginica
+10,7.015562156681879,3.212606708984231,5.733772297018229,2.31005939257756,Iris-virginica
+11,5.287188137462389,3.584457534580271,1.4955077714989244,0.2,Iris-setosa
+12,7.699995345532173,2.8058748814224495,6.6999942625219955,1.9862970832433036,Iris-virginica
+13,5.459966169149647,2.9597795393242787,4.121636083404261,1.325642426254523,Iris-versicolor
+14,6.197779214389086,2.301426681952301,4.319024428687609,1.299571414793783,Iris-versicolor
+15,5.928573513880005,2.953847392806679,5.2367981955214695,1.8560785648477547,Iris-virginica
+16,7.7,2.7845318354206974,6.7,1.9826970595428908,Iris-virginica
+17,6.370702343051199,2.916013612391313,4.860312687451465,1.5496460328610187,Iris-versicolor
+18,6.513944141115819,3.3523602173375475,5.61939425925411,2.3112327311303553,Iris-virginica
+19,7.7,2.700495489478014,6.7,2.145189180085044,Iris-virginica
+20,5.818563025851219,2.516062697485515,5.005156361171055,1.9731071326913883,Iris-virginica
+21,6.622485168453097,3.3424528239188906,5.657286310652822,2.264576135893784,Iris-virginica
+22,7.7,2.758898640660668,6.7,1.9815520147391332,Iris-virginica
+23,5.400054166652786,3.882320631186792,1.298262875621888,0.3966213071434984,Iris-setosa
+24,4.969237620584928,3.1851399896034445,1.2539798406744955,0.2,Iris-setosa
+25,6.619246897638626,3.00759971973125,4.350218097696031,1.3783469005424205,Iris-versicolor
+26,5.17517398286485,3.4357292674524644,1.4764212346622039,0.2,Iris-setosa
+27,5.174613044421298,3.5486917556926967,1.511355256304681,0.2,Iris-setosa
+28,6.544897677807083,3.2997303812864858,5.616783844494194,2.326971145999221,Iris-virginica
+29,7.7,2.8399653308744384,6.7,2.0801957036014875,Iris-virginica
+30,6.685231758817229,3.3280607463867016,5.641976729644646,2.302703885612718,Iris-virginica
+31,6.673282469055091,3.3293721019190654,5.788584588777753,2.5,Iris-virginica
+32,5.16965222456723,3.8651525277434264,2.0075150666275747,0.39113727909295626,Iris-setosa
+33,6.334254984690901,2.4856829069964324,4.916501520377721,1.5133840537014351,Iris-versicolor
+34,5.781039308624401,3.0816620455288626,4.258485945249423,1.4596209683260855,Iris-versicolor
+35,5.201758511886287,2.530803181746446,4.07332883808344,1.0901337330279999,Iris-versicolor
+36,6.5646642233836,3.2142408373048132,5.540094298170103,1.9745185235477065,Iris-virginica
+37,6.721984842686786,3.0817736667578037,4.536499289653844,1.4461691638764596,Iris-versicolor
+38,4.8261429483539136,3.4166381766603933,1.627678684690175,0.2,Iris-setosa
+39,5.1943900286101785,2.719453134620545,4.02021295412537,1.3948894475826505,Iris-versicolor
+40,4.888517093796839,3.4111253046360672,1.6294398562800765,0.2,Iris-setosa
+41,5.861190279192791,2.859565633541308,5.190472920125686,1.8516414069631781,Iris-virginica
+42,7.7,2.76813099828972,6.7,1.9939951247592735,Iris-virginica
+43,5.0289152650979405,3.337875206661687,1.379912867050663,0.2,Iris-setosa
+44,6.394185246320293,3.0177406256065336,5.516856230363145,1.7990841317095496,Iris-virginica
+45,5.102007957355012,3.8052577859153636,1.7148378651007492,0.38566908973191666,Iris-setosa
+46,5.593536566881176,2.8998499389800423,4.198480300732413,1.260751162287513,Iris-versicolor
+47,4.947268144714806,3.133235940359811,1.235671061334106,0.2,Iris-setosa
+48,4.703240523966708,3.2391349533536644,1.4198580625127528,0.2,Iris-setosa
+49,6.618219852900121,3.0486397874370494,4.432944270113302,1.409025837778011,Iris-versicolor
+50,5.5708968595439465,2.4018207419171587,4.0266229271572564,0.9763336044517349,Iris-versicolor
+51,5.025978900486786,3.286847996370942,1.4879710722655464,0.2,Iris-setosa
+52,5.175091734423669,3.8160103010179984,2.325118670280914,0.4515854874069797,Iris-setosa
+53,4.62985854118899,3.6035510046807087,1.0,0.2,Iris-setosa
+54,5.146149336411406,2.470754294856709,3.3863410461703918,1.1279243696015713,Iris-versicolor
+55,5.2698857406292845,2.844631759374082,4.093672806808518,1.4463377321181914,Iris-versicolor
+56,6.627172866401262,2.992095637596028,4.442833915617779,1.4322450146716332,Iris-versicolor
+57,6.363931114505694,2.942215958753001,4.301732133754535,1.3567386192769129,Iris-versicolor
+58,4.596040201850814,3.679956723480789,1.0,0.2,Iris-setosa
+59,5.114374726749244,3.869360064123545,1.5531247641116301,0.2,Iris-setosa
+60,6.744098915506107,3.0367669878418266,4.933318810789988,1.5960940213722867,Iris-versicolor
+61,5.9587583404197195,3.0250389972652036,4.577570145233796,1.4603813425542098,Iris-versicolor
+62,5.399034331850038,3.577097245905925,1.4930148844677698,0.2,Iris-setosa
+63,7.7,2.7939124737182612,6.7,2.0979348126127735,Iris-virginica
+64,4.990397782534624,3.2001312079504127,1.315998889598839,0.2,Iris-setosa
+65,4.400000450916499,2.8579343712863183,1.4041659458848919,0.2,Iris-setosa
+66,4.4,2.9153521230709973,1.3812577097715937,0.2,Iris-setosa
+67,6.623895836728574,3.009249644766833,4.460787109205601,1.4307058866861295,Iris-versicolor
+68,6.976205138120402,3.0989569067434135,5.713628269461683,2.285322067247151,Iris-virginica
+69,5.19882998567789,3.756015487247597,1.4351232853431444,0.39075979949539685,Iris-setosa
+70,6.485495675879177,2.812085220087881,5.447585300704734,1.868325705063694,Iris-virginica
+71,6.676434959073338,2.971821709901533,5.006147937718004,1.7176811440517914,Iris-versicolor
+72,6.673277984938151,3.296634366516301,5.764642564511239,2.4999994845376508,Iris-virginica
+73,6.581469233022395,2.9871156524509406,4.418161767112024,1.3827253014178729,Iris-versicolor
+74,5.723422664358361,2.6094116573257233,5.038813522082469,1.9739928585796704,Iris-virginica
+75,5.96904364635463,2.200000416881056,5.040765226581483,1.4887062687208934,Iris-virginica
+76,7.7,2.793304806819272,6.7,2.0259763492449916,Iris-virginica
+77,7.456488993527013,2.8812140392131638,6.430558249002803,1.8234225782949496,Iris-virginica
+78,5.0582385919613975,3.45744871087766,1.2767626428879066,0.2799924466476683,Iris-setosa
+79,5.843141684053491,2.8244362516552375,5.07600033165895,1.8400959026137758,Iris-virginica
+80,6.2929597324155395,2.306127013675333,4.466989543471641,1.289007627916396,Iris-versicolor
+81,4.400000900230897,3.1710464681071207,1.2550321648173837,0.2,Iris-setosa
+82,5.943496485029802,2.9674181948900578,4.940599031560035,1.8185424190202646,Iris-virginica
+83,5.7190579736730776,2.5889797854466807,5.095874802743093,1.996083125502774,Iris-virginica
+84,5.067805714631624,2.4939725431539905,3.369900654649857,1.1564167824290528,Iris-versicolor
+85,4.600325548267081,3.262236679112535,1.4261746227556662,0.2,Iris-setosa
+86,5.10192690098803,3.610543889999303,1.3346424558137686,0.2,Iris-setosa
+87,7.699998863637764,2.7921358997898142,6.7,2.0376055604875987,Iris-virginica
+88,6.309857430929082,3.017313614494244,5.477626255280298,1.7754931130826226,Iris-virginica
+89,4.874490557251153,3.0942114799291103,1.5089236534102393,0.10000110142616656,Iris-setosa
+90,5.448612713015603,2.5455212202149164,4.183804305402103,1.2517842144480742,Iris-versicolor
+91,5.134254247412551,3.3694908404696475,1.372787010780277,0.2,Iris-setosa
+92,5.188003969139362,3.481237256240191,1.4333480858983978,0.2,Iris-setosa
+93,4.400000742473335,2.9208358950544504,1.3909358444729967,0.2,Iris-setosa
+94,5.119726277030758,3.551005168364463,1.3862072964297332,0.3295310664718152,Iris-setosa
+95,5.10348698855757,2.498169776306818,3.186765280579118,1.0529822102139794,Iris-versicolor
+96,6.360099755349318,2.8754196411975053,4.282601201743631,1.278941997277864,Iris-versicolor
+97,4.511391740016948,2.2812951261903267,1.2936882371943876,0.29810194787120203,Iris-setosa
+98,5.402301580950244,2.817502956530898,4.071904875659478,1.3059891071226715,Iris-versicolor
+99,4.473898473963655,2.2785374968103875,1.283752634572691,0.268189485871112,Iris-setosa
+100,4.73642038203391,3.369441057285179,1.4463220653599052,0.2,Iris-setosa
+101,4.9560558085771165,2.447288365268529,2.8175574224712174,1.0321185368082149,Iris-versicolor
+102,7.7,2.7858819611392374,6.7,1.9991781944057254,Iris-virginica
+103,5.791069109922499,2.808327240104333,5.153439620495449,1.8680284384561034,Iris-virginica
+104,5.787965579744242,2.7560423387836654,5.1134226071240425,1.8755352471451905,Iris-virginica
+105,5.536040111470941,2.588513206527448,4.371618474728122,1.1435901300238474,Iris-versicolor
+106,5.156434519946598,3.6800201245494653,1.4455075960450314,0.2,Iris-setosa
+107,5.893821628287406,2.8011589889345405,5.10736196079088,1.883404417592488,Iris-virginica
+108,5.304800059981463,3.8239039808799307,1.4022921916119908,0.39333095963442943,Iris-setosa
+109,7.05610746462899,3.0968791383084593,5.779272791055444,2.2773751750289852,Iris-virginica
+110,4.40000045694548,2.918406848739739,1.3950173513855717,0.2,Iris-setosa
+111,5.7957991961382325,2.686548510076942,5.121353985868034,1.8940183108522572,Iris-virginica
+112,5.126712609781435,3.30015291707132,1.410615688920869,0.2,Iris-setosa
+113,5.9523306347410045,3.0207077019704913,4.906349848662263,1.8046982684666382,Iris-virginica
+114,7.7,2.729644423805077,6.7,1.9702723630972796,Iris-virginica
+115,5.821656715578134,2.7100370295059166,5.1236343717796595,1.8961786407084458,Iris-virginica
+116,5.751977953407253,2.6263689387978606,4.412271012617746,1.2670338212015269,Iris-versicolor
+117,4.4,3.124290915751716,1.3414784139718388,0.2,Iris-setosa
+118,5.740373939280154,2.633179975324155,5.091567810600231,1.9321075678884003,Iris-virginica
+119,5.098853396242672,3.3676032685974424,1.4136161861840923,0.2,Iris-setosa

iris/tab_ddpm/1_1/18/test.csv

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

iris/tab_ddpm/1_1/18/train.csv

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

iris/tab_ddpm/1_1/18/val.csv

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

iris/tab_ddpm/1_1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.812607620809498,6.7,1.9854981207815734,Iris-virginica
+1,4.584117976629826,3.668426886187406,1.0,0.2,Iris-setosa
+2,6.098120536803967,2.5664162256535077,5.634741526219264,1.356850018426108,Iris-virginica
+3,5.890361845484564,2.98257217618448,5.1239911370895825,1.797735196501837,Iris-virginica
+4,7.7,2.815163569511451,6.7,2.059323879718648,Iris-virginica
+5,6.280341311033707,2.8182643778935397,5.11649738570343,1.5341246865923013,Iris-virginica
+6,5.0125682752435035,3.3230128135981607,1.4295056002522726,0.2,Iris-setosa
+7,6.281483651888714,2.854811175446173,5.544441843423331,1.6880951154705008,Iris-virginica
+8,6.627915173580033,3.0334786223213417,4.470672362195151,1.4061987593672831,Iris-versicolor
+9,7.7,2.7403146884786307,6.7,2.032273736025348,Iris-virginica
+10,4.9059174116458895,3.0930127183486347,1.540083187528775,0.10000010374145818,Iris-setosa
+11,6.031040954355649,3.3840040835232323,4.422989320915637,1.5908707230990942,Iris-versicolor
+12,4.915193598749488,3.083902151602909,1.4912753389125226,0.10000019292938248,Iris-setosa
+13,6.083524274117091,2.685277587795134,5.1154097381066554,1.5928916384736849,Iris-versicolor
+14,7.7,2.7965131879680896,6.7,2.0788980366687935,Iris-virginica
+15,5.213699199687821,3.6288773061919177,1.3535916037401663,0.33785014099324795,Iris-setosa
+16,6.343967339914474,3.049907672421939,4.5190852611739745,1.4310340033659306,Iris-versicolor
+17,5.638001696256544,2.547458836684264,5.010938711117604,2.010210563870466,Iris-virginica
+18,6.608726525772183,2.9938424221186515,4.436385239346342,1.385045828144274,Iris-versicolor
+19,6.711934694201615,3.2760434008213344,5.682417473938284,2.49999914526179,Iris-virginica
+20,5.706781033045582,2.64870339227115,5.077537614311237,1.920274343031404,Iris-virginica
+21,6.069334246540501,2.612604492727731,5.607850800395004,1.4226230793154182,Iris-virginica
+22,5.7274566437286065,4.399998424908451,1.5269325061648684,0.3880915645566725,Iris-setosa
+23,4.9464069673532345,3.365651244729103,1.4431268828765833,0.2,Iris-setosa
+24,7.69999842231089,2.8067375907451786,6.699998918264308,1.9680158166875539,Iris-virginica
+25,6.024396972110416,2.2000003614209565,4.95166178344229,1.5044801288145067,Iris-virginica
+26,6.679548550047742,3.2996655695026464,5.62623394047618,2.4999990697469023,Iris-virginica
+27,4.400000698685771,3.2081614371188065,1.3214228121427474,0.2,Iris-setosa
+28,5.508310486346787,2.6645447027356,4.122115327721442,1.287879267117789,Iris-versicolor
+29,6.763524218676935,3.344120310100818,5.777540849074063,2.5,Iris-virginica
+30,6.254949375933812,3.1015247469386953,5.398708000369912,1.8326524333537029,Iris-virginica
+31,6.587467813644789,3.0343358339775808,5.575665036293475,1.8988622589353072,Iris-virginica
+32,6.303411975830233,2.5299749435792607,4.970976835221749,1.88361862756512,Iris-virginica
+33,4.990354889006148,3.552940336296807,1.34150529973214,0.2,Iris-setosa
+34,7.7,2.816528997071271,6.7,2.0339984072281556,Iris-virginica
+35,5.043172823690451,2.476069562806192,2.891579039760664,1.0577690287267476,Iris-versicolor
+36,6.929310229256817,3.0396750052539687,5.601930149420441,2.1999988112321436,Iris-virginica
+37,5.030143448268176,3.502339810972161,1.2999610799207622,0.29990128807428323,Iris-setosa
+38,5.973765490391812,2.941456032202174,5.173251573239436,1.816758921311885,Iris-virginica
+39,5.324514600284558,3.8192895661538944,1.663318173248812,0.384822712277186,Iris-setosa
+40,5.397004506097151,2.869429362775055,4.401999268509432,1.4564155728739325,Iris-versicolor
+41,6.281949292205405,3.3760496652284395,5.683423023237587,2.395951611228463,Iris-virginica
+42,5.047695871238025,3.4902504708411213,1.3480235293609093,0.29744850602459577,Iris-setosa
+43,5.206414804798752,3.6633458085500408,1.3475485395248308,0.3583303685901411,Iris-setosa
+44,5.934878939772266,3.2105312382183127,4.631062155123056,1.6374380051449116,Iris-versicolor
+45,5.233147167969172,3.4634828057953824,1.5850066629175366,0.2,Iris-setosa
+46,5.104921443205863,3.301908138135864,2.1561525113136377,0.4750643827240655,Iris-setosa
+47,5.241270733135065,3.4458673985061656,1.4133459293926063,0.2,Iris-setosa
+48,4.639115156234679,3.3322968568013356,1.408650905556249,0.22339797919050988,Iris-setosa
+49,5.193026291196808,3.3782488771995673,1.374359951233105,0.2,Iris-setosa
+50,5.757794741085477,2.5837903322156537,5.024003672814547,2.178471163738517,Iris-virginica
+51,6.409272126466885,2.5590446585082884,5.052339890569641,1.8925705753476565,Iris-virginica
+52,5.265372688014703,3.4377519866058317,1.5358213346181508,0.2,Iris-setosa
+53,5.555672526668011,3.0229006282649484,4.4724013439598265,1.499881122853138,Iris-versicolor
+54,6.692693383908184,2.9638680411119886,5.045786437418995,1.708362600523977,Iris-versicolor
+55,6.324598243376022,2.5417925246931703,5.0270149890111195,1.8834195326496095,Iris-virginica
+56,4.71727206582184,3.055149557195787,1.3921711838286135,0.2,Iris-setosa
+57,5.795090979513523,2.989592522719186,4.530600321213172,1.486693253822803,Iris-versicolor
+58,5.478396353201968,2.620749949917003,4.279461921445192,1.29784644592945,Iris-versicolor
+59,4.9696487769662285,3.3729406058597693,1.6107950908175153,0.2,Iris-setosa
+60,6.449409505407692,2.910456798945455,4.31421069254785,1.3097031992577008,Iris-versicolor
+61,7.7,2.7829587400535027,6.7,2.1092790594654063,Iris-virginica
+62,6.015958148902555,3.3970736938229464,4.580074270335384,1.6237153946651033,Iris-versicolor
+63,5.075541388549268,3.497413554210836,1.3633155109519097,0.2864256030400925,Iris-setosa
+64,6.508009334205649,2.774335609468892,5.405244734478107,1.9153496718599905,Iris-virginica
+65,7.7,2.661925658579982,6.7,2.0666896296398782,Iris-virginica
+66,4.4,3.1324280502990813,1.3061667192566584,0.2,Iris-setosa
+67,5.0247460043026555,3.436631017007895,1.3267609527033626,0.2767370859769851,Iris-setosa
+68,6.2068889715717415,2.991095875900443,5.011895794686526,1.741018390679413,Iris-versicolor
+69,5.976599368714089,3.01386676657439,4.612701740961294,1.4552335097626072,Iris-versicolor
+70,6.367041799248865,2.655422313930529,4.9805409428888465,1.864543294508412,Iris-virginica
+71,5.969314199780205,2.512388047708404,5.018417399290761,1.9433132161729263,Iris-virginica
+72,5.674354999452314,4.4,1.5040232367427449,0.3968408142204878,Iris-setosa
+73,7.44756592235404,2.9159913945390126,6.42711321283278,1.811783750148374,Iris-virginica
+74,6.422989062063604,2.6346761886881342,5.129899522229986,1.900377018082102,Iris-virginica
+75,4.997285734304693,2.445228597260753,3.012944158856505,1.0391457448999004,Iris-versicolor
+76,6.061050304885535,3.096501507306241,4.480025071504733,1.4585881631200928,Iris-versicolor
+77,6.55571187628104,2.8353317532335103,5.751215465965237,1.69398866099408,Iris-virginica
+78,5.9302778698586245,3.267962492663798,4.503281948952447,1.5886796833158123,Iris-versicolor
+79,5.655230589361759,2.971312212977639,4.135138020678198,1.3398119011614567,Iris-versicolor
+80,5.798190723919088,2.7639779489391314,5.083978018603225,2.393995301570666,Iris-virginica
+81,6.340277849813708,3.16537800063432,4.539910479667153,1.487381594589274,Iris-versicolor
+82,4.851074049750252,2.9383240110331195,1.406585402601583,0.2,Iris-setosa
+83,5.118168702500671,2.5848533805595215,3.1363672808966516,1.3084433640096305,Iris-versicolor
+84,5.58059274502179,2.94536550800126,4.387469921092766,1.4361129033966002,Iris-versicolor
+85,4.612796038234891,3.599560468410554,1.000000392385961,0.2,Iris-setosa
+86,5.25460670364338,3.8483380170740404,1.6899930775447696,0.362768724998319,Iris-setosa
+87,5.3141974335064175,2.91726467138865,4.292353240119793,1.4604607801546123,Iris-versicolor
+88,5.668273836207391,4.4,1.491858119713062,0.7246517962744006,Iris-setosa
+89,5.650711115509596,2.3969115469149815,4.041649554650573,1.0825005882470418,Iris-versicolor
+90,6.7480320463007635,3.330448923806978,5.742353914356052,2.5,Iris-virginica
+91,5.131986068502344,3.5836276830272404,1.5360497265020854,0.2,Iris-setosa
+92,5.563142503897666,3.0310979716145923,4.5650776559604465,1.4999961439904976,Iris-versicolor
+93,5.569587729796789,2.5014667492062546,4.126295005373061,1.1452748452626336,Iris-versicolor
+94,7.7,2.8723287322996094,6.7,2.0613983752567404,Iris-virginica
+95,6.601661318496617,3.134200199395083,4.381272249499889,1.4134412310318392,Iris-versicolor
+96,5.732485726058883,2.729312506334671,5.118877180766725,1.8914416422200855,Iris-virginica
+97,4.4,2.9020453396586015,1.38833124488123,0.2,Iris-setosa
+98,5.758466739870057,2.365446415839714,4.043708259815058,1.1561645826930438,Iris-versicolor
+99,4.900995270425704,3.093368796915972,1.5092278675654707,0.10000013204463735,Iris-setosa
+100,5.004184744778656,3.4940145472221507,1.2923273052503008,0.2552250664027278,Iris-setosa
+101,5.456168783673867,2.953100351920057,4.511971721900317,1.5005414732981928,Iris-versicolor
+102,5.220099533018889,3.8693833427700666,1.5922832733773145,0.2,Iris-setosa
+103,6.226912794483888,2.586996192538748,5.159785468926544,1.7492155760538828,Iris-virginica
+104,5.810404265561367,4.4,1.5060236928503155,0.5529800180633999,Iris-setosa
+105,5.972592133565892,3.3587841965642906,4.431819214859572,1.614523984494828,Iris-versicolor
+106,5.174399833177135,3.7390207356381393,1.4507890657266025,0.38946518305774325,Iris-setosa
+107,7.2055438980486315,2.9628887814712717,6.215483910249711,1.816853809113405,Iris-virginica
+108,6.352694590210696,2.85152883669844,5.700143193821822,1.724121997053241,Iris-virginica
+109,5.421542735888198,2.4243072328472057,3.576114947923902,0.9761876526012985,Iris-versicolor
+110,4.400000684692433,3.226311470574772,1.279820337195088,0.2,Iris-setosa
+111,4.5907344381373765,3.583814047335126,1.0000005663186247,0.2,Iris-setosa
+112,6.594763368586353,2.9221313092626695,5.550768522920647,1.9263580243179281,Iris-virginica
+113,4.400052003570072,2.6731145049669616,1.3806429894699916,0.2,Iris-setosa
+114,5.699427387967815,4.4,1.507890718233067,0.39472084350744197,Iris-setosa
+115,6.486793904973701,2.9219158391978084,5.5861421088384695,1.8221739429576902,Iris-virginica
+116,5.613873453096904,3.0041507462511228,4.533012150665326,1.5130971190370284,Iris-versicolor
+117,6.326481554859675,2.7181841779815152,5.3236602439210285,1.8527399602302108,Iris-virginica
+118,4.575347427178537,3.3585298663598087,1.401880282812387,0.2513602759265572,Iris-setosa
+119,4.894685312275665,3.1359832009153443,1.3774447701164736,0.2,Iris-setosa

iris/tab_ddpm/1_1/19/test.csv

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

iris/tab_ddpm/1_1/19/train.csv

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

iris/tab_ddpm/1_1/19/val.csv

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

iris/tab_ddpm/1_1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.986475630231134,2.200000535395959,4.964601549903655,1.5148605551842882,Iris-virginica
+1,4.592754232284892,3.678799099067702,1.0,0.2,Iris-setosa
+2,6.352681557944133,2.8095659843933505,5.115373036342434,1.498529322217123,Iris-virginica
+3,6.693426040266899,2.942472567639708,5.010132772714825,1.6702061101413355,Iris-versicolor
+4,6.296528310022295,3.4141962648623765,5.707827004106831,2.385155248880436,Iris-virginica
+5,6.462625901075777,3.206104329158518,4.5158932795371864,1.492669489119601,Iris-versicolor
+6,5.003591142249162,3.24053207687955,1.3658856826669004,0.2,Iris-setosa
+7,5.078239953353788,3.380518980782895,1.4850133486076007,0.2,Iris-setosa
+8,6.714285755630273,3.2823852454504765,5.64332342615793,2.4999994441742164,Iris-virginica
+9,5.513605927215818,2.978624223789672,4.481456423004271,1.498920702756079,Iris-versicolor
+10,5.747991664058512,4.399993231108036,1.5218161312245737,0.486488759088201,Iris-setosa
+11,6.3309435982824,2.793609124112293,5.21506634744258,1.4606812983657056,Iris-virginica
+12,5.862937525772132,2.9984421687678453,4.111848684065111,1.473448976431693,Iris-versicolor
+13,6.2940552741433855,2.8389397257014672,5.081092917887886,1.5288567443288437,Iris-virginica
+14,5.768107045845258,2.6895960323359978,5.0917117141026385,1.9168369680775006,Iris-virginica
+15,4.602919730069747,3.600035861046579,1.0,0.2,Iris-setosa
+16,6.1889565281618895,2.6825379509518363,5.386343570151995,1.4634374420281298,Iris-virginica
+17,5.475601790415971,4.019691647247772,1.4102930612429634,0.2,Iris-setosa
+18,7.7,2.8308382553388975,6.7,2.0160473848639104,Iris-virginica
+19,5.085058563104608,3.650346639538484,1.5060667364069908,0.38803995386484025,Iris-setosa
+20,7.18705021264152,3.064437528720448,6.0460686003769615,2.1482120328760956,Iris-virginica
+21,6.270318512792023,2.8158074966398527,5.090860364362143,1.517760558329732,Iris-virginica
+22,5.989247941213795,2.2,4.996286978973729,1.5272453008964835,Iris-virginica
+23,5.8415635140214155,2.90598916719011,5.170567525408746,2.4573236226818382,Iris-virginica
+24,5.327213020696703,2.6084054127677594,4.032354792890432,1.2688547089434523,Iris-versicolor
+25,5.11013815678431,3.905527565499517,2.2298567273933094,0.39070981093226054,Iris-setosa
+26,7.225693780098189,2.9093499753508176,6.168371303108264,1.8687911473516678,Iris-virginica
+27,4.604027374461141,3.599163306387692,1.0000007993381692,0.2,Iris-setosa
+28,5.065820380045607,3.7081688617305564,1.6953342971756993,0.3122685558652705,Iris-setosa
+29,5.4539794511041,3.003498043289774,4.483410522428988,1.4923922850640705,Iris-versicolor
+30,4.400000789708837,3.1604888817640764,1.3074782629459296,0.2,Iris-setosa
+31,4.550946776257694,3.3452864384040177,1.3684288430835827,0.26276012371037627,Iris-setosa
+32,5.827579127984141,2.352431613298671,4.1305345406337635,1.0819363058503677,Iris-versicolor
+33,4.598991544958949,3.610271555109174,1.0000006450141352,0.2,Iris-setosa
+34,7.7,2.758837202521899,6.7,1.9883671857561893,Iris-virginica
+35,4.400001554572832,3.286764014907081,1.2994770924760206,0.2,Iris-setosa
+36,4.629949245601684,3.1889938766626247,1.4063965506397085,0.2,Iris-setosa
+37,6.043869215616184,2.988610183421324,4.826463672737097,1.8152733421127016,Iris-virginica
+38,6.684719778827816,3.1155430148293894,4.43332055306388,1.4057500257406919,Iris-versicolor
+39,5.226705400958402,3.8398957602768444,1.6639865003923369,0.3769258276855082,Iris-setosa
+40,5.396151066377561,2.9639397274305823,4.404070913150283,1.4938536906863775,Iris-versicolor
+41,5.366614969963472,3.911865650623045,1.3298593253786657,0.3801830780102882,Iris-setosa
+42,6.909133114394281,2.9793172415897407,5.592431695456002,2.0468171263666903,Iris-virginica
+43,6.476968806754639,3.1796563966355125,4.496007512874403,1.4583943635095251,Iris-versicolor
+44,5.534129492724831,2.9255694359374638,4.068886982302502,1.3259995324420293,Iris-versicolor
+45,4.994509415090534,2.4541180348439413,3.29544134083327,1.1898312111157374,Iris-versicolor
+46,6.013841614192247,2.6362908129293077,5.126383663122474,1.5928287678479842,Iris-versicolor
+47,5.977679825652696,3.3346956152569227,4.6614465299709265,1.7822983155809586,Iris-versicolor
+48,6.796957651257405,3.1811528954942214,5.68278298935417,2.2457597809810776,Iris-virginica
+49,5.052902007705876,3.36976403771053,1.3668177844530578,0.2,Iris-setosa
+50,5.770736417562988,2.9015531786941198,4.08573691494915,1.4307827221579457,Iris-versicolor
+51,5.4401185448559435,3.9536927177418226,1.2707202835983504,0.37587402541261256,Iris-setosa
+52,4.982872457187378,3.5417633261167905,1.5919264575429752,0.2,Iris-setosa
+53,5.837405181163979,2.9054936867205488,4.871909642557707,1.5072578698671932,Iris-versicolor
+54,5.176074050540798,3.3582315791987614,1.6828515503994228,0.2750813659018719,Iris-setosa
+55,5.826608847436899,2.7631787921691555,5.127327821963183,2.3496385975951077,Iris-virginica
+56,4.400001042270585,2.901399076409213,1.3910159378099702,0.2,Iris-setosa
+57,5.400217207661737,2.570679762440899,4.28381003682039,1.2557244971124408,Iris-versicolor
+58,5.15174631131378,2.654753996239012,3.5767028220457995,1.3832924832972466,Iris-versicolor
+59,6.345210225938834,3.4233999661267496,5.635298550360795,2.4023211344528317,Iris-virginica
+60,6.891337958767635,3.145154983361136,5.711187230792658,2.2526468703153664,Iris-virginica
+61,5.922110192889299,3.133956852011576,4.642032170818451,1.6717228660540009,Iris-versicolor
+62,6.14709701792309,3.2270269459256413,4.594877198765517,1.5954436406149228,Iris-versicolor
+63,6.034343498132674,2.7322429135177755,5.113378148500917,1.6147201371112685,Iris-versicolor
+64,4.642045811259748,3.598175207935796,1.0000005897245603,0.2,Iris-setosa
+65,4.4,2.924392285841393,1.4013205912260638,0.2,Iris-setosa
+66,5.01910909790478,3.553162672261364,1.6724062111748932,0.3200983446497271,Iris-setosa
+67,5.372146699115416,2.980257491891575,4.4705563085348405,1.5075390339082926,Iris-versicolor
+68,5.941624150940518,3.228052964239181,4.777741713780175,1.7128523618684253,Iris-versicolor
+69,6.900818167276619,3.1554265562292967,5.601819114996516,2.27872471014402,Iris-virginica
+70,5.067984581721446,3.2813787309632687,1.2937402586537972,0.2,Iris-setosa
+71,6.0068728168661405,3.3931864819402837,4.420233268374061,1.5918882023243703,Iris-versicolor
+72,5.753362590356763,2.514106494080867,5.008596948934445,1.9978978936522487,Iris-virginica
+73,5.014758555167121,3.315972412937377,1.2550540810681783,0.2,Iris-setosa
+74,6.485316356166587,2.956018453661109,5.372266805623442,1.8192965799256944,Iris-virginica
+75,5.8080599209234824,2.737822373900836,5.156766911924372,1.8814180455420102,Iris-virginica
+76,5.082482447173792,2.536839863836308,3.1160921121418452,1.288254698227524,Iris-versicolor
+77,5.673835987270284,2.9915352236104646,4.099143888505892,1.3275866298406658,Iris-versicolor
+78,4.5096432850309105,2.3265135699219517,1.3050527222509887,0.2655381500935833,Iris-setosa
+79,5.832860146121973,2.6535452003704387,5.079551618058408,1.9110263766465991,Iris-virginica
+80,4.4,3.1885543277134305,1.3063182850253665,0.2,Iris-setosa
+81,5.33535031526804,3.8374036789944603,1.6991167190251557,0.4168280813653465,Iris-setosa
+82,4.592151872623594,3.5962051675388143,1.0,0.2,Iris-setosa
+83,5.653009358950848,2.3707934672863424,3.9508459879016877,1.2042934579814997,Iris-versicolor
+84,4.920382933712217,3.4263425937032013,1.2700025045628804,0.27565275836963093,Iris-setosa
+85,5.881330492841517,2.9276830800814424,5.130255905631184,1.834815648308173,Iris-virginica
+86,5.309809058682507,2.917093318552438,4.274641945171444,1.403965485404919,Iris-versicolor
+87,5.232027686574207,2.7207993958668872,4.100436033056198,1.4092932036640053,Iris-versicolor
+88,6.343538777447504,2.3010190702847986,4.4072666330293515,1.2997258796906117,Iris-versicolor
+89,6.431232606423738,3.1046290974541164,5.474421382400813,1.801493766154605,Iris-virginica
+90,5.3167035283152,2.6839150824722764,3.972943336457674,1.2958084512755221,Iris-versicolor
+91,4.902677775471061,2.3931644103206806,3.6429636338027835,1.007824429530691,Iris-versicolor
+92,5.099043826205512,3.2821560238326737,1.2527209093926501,0.2,Iris-setosa
+93,5.90096706591501,2.684920209059382,5.050568837727087,1.5166167436251992,Iris-versicolor
+94,6.195762357570892,2.671836786943362,4.271026017826621,1.2814708539154331,Iris-versicolor
+95,6.07271468259838,2.6928915384679293,5.074862279160791,1.6006417235620531,Iris-versicolor
+96,6.628246700534965,3.069257006820868,4.472490915809545,1.4661955306733434,Iris-versicolor
+97,6.107810380390804,2.6499420139583894,5.556525384911392,1.4455061566724687,Iris-virginica
+98,4.594105175311374,3.6008425025336064,1.0000003643538904,0.2,Iris-setosa
+99,5.126916435464401,2.454852391939013,3.3608502938569735,1.0648686107387508,Iris-versicolor
+100,5.06570115055821,3.5326578942179543,1.3949815727989379,0.2842242260186125,Iris-setosa
+101,4.61556970938015,3.6154300825382086,1.000000751807919,0.2,Iris-setosa
+102,5.434260724322517,2.9947917619903546,4.493063263331815,1.4999767856784385,Iris-versicolor
+103,6.710696830818581,3.1070967862984094,4.4302249275519445,1.4054978529900957,Iris-versicolor
+104,6.156508143465022,2.9088799392503897,4.327723442628218,1.312533415958415,Iris-versicolor
+105,5.7721785946528925,2.796659870523754,5.090411938334531,2.345626694683822,Iris-virginica
+106,4.400000580154082,2.974366326268643,1.3875650561563952,0.2,Iris-setosa
+107,5.060483696144769,3.7855566096535207,1.6684570155483625,0.38336662566316015,Iris-setosa
+108,5.788458071071791,2.378714638677764,4.0319815762885645,1.2650087169634727,Iris-versicolor
+109,5.222174535582636,3.4641077452134375,1.5384465889651293,0.2,Iris-setosa
+110,5.3072796148248,3.8009344804887295,1.5203603380652884,0.2,Iris-setosa
+111,7.7,2.805531760307053,6.7,2.0441769960543015,Iris-virginica
+112,5.689565000499049,3.028165401839694,4.461864759305405,1.4980046628474557,Iris-versicolor
+113,4.718856530392817,3.3441534869289082,1.5505179016170105,0.2,Iris-setosa
+114,4.945659463952466,3.118791579950307,1.2970221451570525,0.2,Iris-setosa
+115,4.4,2.8316269577923334,1.4035758892731776,0.2,Iris-setosa
+116,5.017122133931453,3.214510872698423,1.1777577215399926,0.2,Iris-setosa
+117,7.7,2.7909146145380226,6.7,1.9752185534900257,Iris-virginica
+118,6.244965682471614,2.7652020635969348,5.243420662964486,1.4806926778560245,Iris-virginica
+119,5.263802434276675,3.556076767361318,1.496284991901933,0.2,Iris-setosa

iris/tab_ddpm/1_1/2/test.csv

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