a

iris/tab_ddpm/1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.8487166366570924,6.6999988683427345,1.988985332026098,Iris-virginica
+1,6.2285440489949835,2.720165455966205,5.290368399430177,1.4976748982414028,Iris-virginica
+2,6.29849331909466,2.5056146374082986,4.8782489753760085,1.499165909900273,Iris-versicolor
+3,5.816692219962265,2.6970483699683276,5.1079910250696825,1.9161862991421217,Iris-virginica
+4,5.414152946517326,2.9994679070425483,4.515998087078626,1.4980228368402613,Iris-versicolor
+5,5.7837491950071005,2.7029801577861696,5.086287510419831,1.8917661088806397,Iris-virginica
+6,5.108905423543673,3.6574949694771024,1.5009106642531431,0.2,Iris-setosa
+7,5.0588861532899125,3.3093399425317265,1.3162296124692823,0.2,Iris-setosa
+8,6.656372691805075,3.012987160402384,4.407329578140476,1.4013846529856973,Iris-versicolor
+9,5.035097076900701,3.477653244630078,1.3543101355244227,0.28831624936009215,Iris-setosa
+10,5.351337024816921,3.0022988817044087,4.491664284440364,1.5087167645357957,Iris-versicolor
+11,5.510359617064435,4.208389244855829,1.3995384509540165,0.2,Iris-setosa
+12,4.931570536540106,3.3904371246389258,1.6030861101198732,0.2,Iris-setosa
+13,5.106405945993592,2.5009971168817473,3.0611062803856024,1.0612351263141413,Iris-versicolor
+14,5.5057347237610434,2.3905917826164758,3.535114848309013,0.9703496817807544,Iris-versicolor
+15,6.3993271949345045,3.200564367676094,4.535599164151855,1.4986687701663197,Iris-versicolor
+16,5.5457139976216006,2.6483383149525377,4.323300193314081,1.2760378435884185,Iris-versicolor
+17,5.717264872304809,4.4,1.5326213263464747,0.3952004131032408,Iris-setosa
+18,4.930228517390945,2.4051620321979383,3.2268611558122267,0.9805762055101797,Iris-versicolor
+19,6.892158585500897,2.9965524391350615,5.555611011121955,2.099739833483133,Iris-virginica
+20,5.003475803783751,3.4945498759664333,1.2932976844754538,0.2948708830979412,Iris-setosa
+21,5.206684612957004,2.6952117091143166,3.8115643834862256,1.395445103944937,Iris-versicolor
+22,5.079706668970265,3.6047404329152473,1.4430838632224472,0.3553794609365657,Iris-setosa
+23,5.440660922527663,2.4155482857491855,3.661306195550884,1.0994545051198006,Iris-versicolor
+24,5.221994191799199,3.4768294975275893,1.5317489091448548,0.2,Iris-setosa
+25,5.900785652208839,3.1985665512230974,4.811777877908992,1.8000313608293286,Iris-versicolor
+26,5.884138503167935,3.1759781428420224,4.744757657502835,1.756605374507672,Iris-versicolor
+27,6.010584855812658,2.9928538323339335,4.824145327987627,1.7977164754803185,Iris-virginica
+28,7.699998102070272,2.7903332500795814,6.699998161202486,2.029658336264936,Iris-virginica
+29,5.143754808301529,3.431108994801541,1.4958884368447865,0.2,Iris-setosa
+30,6.6963388196962725,3.3386949989416634,5.721513377939397,2.5,Iris-virginica
+31,5.535635477378159,2.6130688138341402,4.330765088865356,1.2679453302253865,Iris-versicolor
+32,4.971450966463982,3.1388313748225474,1.215115625890727,0.2,Iris-setosa
+33,5.1843217735811,3.482362128644605,1.5054675541503089,0.2,Iris-setosa
+34,5.509943804123757,2.4065188932464876,3.8620531044072353,0.9806261302061893,Iris-versicolor
+35,7.699998748610519,2.8045561125189673,6.6999982980279675,1.9869868376377406,Iris-virginica
+36,6.715366916016221,2.996805940396519,4.9991825923184825,1.6917628404991412,Iris-versicolor
+37,6.67905394360745,3.053790142806529,4.462487357239622,1.410368573273896,Iris-versicolor
+38,6.407088337712665,3.1004572754154593,5.468417806762577,1.8038686412628515,Iris-virginica
+39,5.101665833666837,3.8345949594260462,1.65296792155923,0.4469316740668145,Iris-setosa
+40,4.656977227823726,3.437795283562509,1.3899515053908487,0.30708307275063923,Iris-setosa
+41,5.364263405562113,3.399004499948304,1.6680204685601754,0.2,Iris-setosa
+42,6.818983009028842,2.9878354247229204,5.504100118612338,2.0951867712561567,Iris-virginica
+43,5.517120999900534,4.216216431765059,1.3873000638202018,0.2,Iris-setosa
+44,6.01928094818915,3.3688154068732015,4.5064583447771085,1.58649315571686,Iris-versicolor
+45,6.368484467218513,2.8853528664143737,4.300797134585492,1.2980771219783656,Iris-versicolor
+46,6.2966223930869925,2.6829842590042867,4.909937387122879,1.7992316664401424,Iris-virginica
+47,4.589996115837912,3.2193746669992795,1.3854405772259724,0.2,Iris-setosa
+48,6.0222369124347415,2.986508047659646,4.833499040431995,1.802761266811431,Iris-virginica
+49,6.411296924897948,3.1020464049275844,5.499866071445932,1.7903672933874526,Iris-virginica
+50,7.699998847931023,2.7528729426889895,6.7,1.9938609506646898,Iris-virginica
+51,4.778555493876009,3.3930782242479975,1.568880975578421,0.2,Iris-setosa
+52,4.400000530698346,3.1866087932566627,1.300003709777327,0.2,Iris-setosa
+53,6.309466897092028,3.391322525703708,5.601995539152127,2.3937330251635554,Iris-virginica
+54,7.3069742951974765,2.9047142928345204,6.30694730107702,1.7997016094656688,Iris-virginica
+55,4.4000004697451995,3.201211854955176,1.315177510071046,0.2,Iris-setosa
+56,4.855320156989422,2.3899158450840163,3.3390551295166038,0.9725121508205071,Iris-versicolor
+57,6.940272894956189,3.2014347090779967,5.685606950691407,2.282604139361867,Iris-virginica
+58,5.100984944787684,3.6412502573500576,1.4720123070588227,0.39545542397785827,Iris-setosa
+59,5.277750977225469,2.7311072371533154,4.090250238247112,1.4014202565931182,Iris-versicolor
+60,5.003571396156453,2.4480081353624077,3.054747317711474,1.115439131887313,Iris-versicolor
+61,5.167349674561001,3.4675766404145807,1.4996171557246925,0.2,Iris-setosa
+62,5.10644408324434,3.3136759586641515,1.6904976696039706,0.4611257521014611,Iris-setosa
+63,6.318162152548072,3.4008255339543703,5.597896196196113,2.3999597881642853,Iris-virginica
+64,6.401971972618557,2.8733500240211627,4.275699128601305,1.29824991339286,Iris-versicolor
+65,4.79123011840208,3.3956272470929547,1.5813998246700938,0.2,Iris-setosa
+66,5.49705282165866,2.4011836237779116,3.8017438612532155,1.0629975031850165,Iris-versicolor
+67,6.306496582562243,3.3983347111528963,5.593590421008551,2.396258383483257,Iris-virginica
+68,4.400000465888948,2.8987552718112433,1.3984555921088568,0.2,Iris-setosa
+69,6.29900235419367,2.481598479053862,5.006266221476505,1.905760077342959,Iris-virginica
+70,6.396742590222127,3.09556567704284,5.522910340882697,1.8028138469067192,Iris-virginica
+71,6.694168767243024,3.302957676912805,5.686284629777147,2.118194361129904,Iris-virginica
+72,5.871521589728556,3.2063955097681265,4.816801936128321,1.8216598716829573,Iris-versicolor
+73,6.319650850924676,2.781275771888117,5.088048475092234,1.4851710649784367,Iris-virginica
+74,4.596481716459718,3.5915674590100086,1.0000004806531948,0.2,Iris-setosa
+75,4.9846079518168045,3.492646665130961,1.2857018816567094,0.29785775340243204,Iris-setosa
+76,5.203624502574904,3.4847346071200094,1.454073140904974,0.2,Iris-setosa
+77,4.493475646097867,2.295692147247171,1.295862851782358,0.29348850935761267,Iris-setosa
+78,5.482734804012096,2.398417648530493,3.7888598602808683,0.9658116919959059,Iris-versicolor
+79,4.800651510031944,3.408056577230656,1.5993935421146115,0.2,Iris-setosa
+80,4.886972617357404,2.987281585251376,1.4061523691145392,0.2,Iris-setosa
+81,5.950640491373432,3.3591672333573293,4.595101576161596,1.69729297943888,Iris-versicolor
+82,4.889070113780188,2.9910825994178563,1.4012678406222472,0.2,Iris-setosa
+83,5.181593514544247,3.4185333738576817,1.4103545384562803,0.2,Iris-setosa
+84,5.913241035634787,3.1987115715039884,4.771964418111828,1.7882315938535456,Iris-versicolor
+85,5.622421892211025,3.013510150175167,4.1583106263944485,1.3264138219872603,Iris-versicolor
+86,5.09361761431958,2.488837290217112,2.9793681601031086,1.099994173857579,Iris-versicolor
+87,5.997487139530034,2.702354828538323,5.107094348579524,1.6120856933179772,Iris-versicolor
+88,6.703065364803484,3.0960074438093748,4.418848732049438,1.4021563980887024,Iris-versicolor
+89,5.394650847678732,3.442731362173693,1.6951209971740753,0.2,Iris-setosa
+90,6.006756539146128,3.388859377265424,4.498775226245368,1.5815172913699134,Iris-versicolor
+91,5.906453182024721,2.992524342106618,5.090208001470932,1.8042001260958094,Iris-virginica
+92,7.047811686932125,3.007498618421572,5.850576937909299,2.103769539744052,Iris-virginica
+93,5.355992642311963,3.4037585029365287,1.6933507426571242,0.2,Iris-setosa
+94,6.429308899132576,2.9832252859192057,5.546150166225241,1.782321731515722,Iris-virginica
+95,4.400000651113248,2.9111551617069167,1.396491501103759,0.2,Iris-setosa
+96,4.499754550992862,2.298673983938525,1.3142737657448291,0.30231198519241825,Iris-setosa
+97,4.611360001897092,3.4075459820143896,1.4005236408546298,0.29500996902581633,Iris-setosa
+98,6.1027533084656564,2.992338395460657,4.577360427759533,1.3998165536976095,Iris-versicolor
+99,5.996843001207689,2.7018310595721178,5.089091164364674,1.5769017880122445,Iris-versicolor
+100,5.089795549530655,3.756723024051593,1.5338445000744536,0.455055465924794,Iris-setosa
+101,5.794474369603817,2.691299138496537,5.103510866653181,1.8937185818825821,Iris-virginica
+102,5.5545901027375075,2.9996401666136396,4.486993315864724,1.5015163803381841,Iris-versicolor
+103,4.905304438745062,2.4174786235512373,3.2340199844321234,1.0749464866639338,Iris-versicolor
+104,6.5778296433162255,3.126821989987244,4.437128512612557,1.4484336837759249,Iris-versicolor
+105,6.003762499030502,2.2,5.002261957116507,1.5035052874478545,Iris-virginica
+106,5.908121671783604,3.2127218435135503,4.78976623858274,1.7824728728989625,Iris-versicolor
+107,7.081664683669665,3.0013471012694235,5.8353596192624515,2.1033456631298764,Iris-virginica
+108,6.378696846654419,3.03416822891649,5.512664113657879,1.7817691197439487,Iris-virginica
+109,4.400000605287186,3.1849738307921447,1.3237098477244382,0.2,Iris-setosa
+110,7.6999988307409595,2.7816323776475245,6.699998803033197,1.9899380584284116,Iris-virginica
+111,6.101231092129762,3.006821999175495,4.630270531876668,1.3923668091710355,Iris-versicolor
+112,6.288721338392734,3.2247824032643537,4.543742937479439,1.5208052179503346,Iris-versicolor
+113,5.109062317922345,3.8157263393332226,1.6074185495770215,0.2,Iris-setosa
+114,6.3895258954553835,3.190494882847258,4.502971602271523,1.4963663656417425,Iris-versicolor
+115,5.23072103448326,3.401595920364922,1.584140570447418,0.2,Iris-setosa
+116,5.210201530484883,2.710574939548658,4.015719391344346,1.4060285591966581,Iris-versicolor
+117,6.3756369508162996,2.5926759893196074,4.926586879014783,1.5645734172947208,Iris-versicolor
+118,7.699998449170899,2.7740286341957656,6.699998895995433,1.9737258891626088,Iris-virginica
+119,4.993355201772313,3.5201011019244755,1.2639869863979256,0.3082860883386575,Iris-setosa

iris/tab_ddpm/1/0/test.csv

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

iris/tab_ddpm/1/0/train.csv

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

iris/tab_ddpm/1/0/val.csv

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

iris/tab_ddpm/1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.987036804892675,3.1789111784516177,1.2279892754050135,0.2,Iris-setosa
+1,4.624491713080554,3.40826387265613,1.400186172961842,0.2961296499592805,Iris-setosa
+2,5.2441658272667535,3.8521199885506463,1.572975298650721,0.46124406918770483,Iris-setosa
+3,5.695312990822248,4.399999065751583,1.497507688743054,0.38411675123393485,Iris-setosa
+4,5.600893696151143,2.703822280441758,4.209195135465895,1.306142831099085,Iris-versicolor
+5,5.019403989428292,3.298628507094173,1.3329508004364379,0.2,Iris-setosa
+6,5.53299893175243,2.5883444229506827,4.388722031879347,1.2646804758545718,Iris-versicolor
+7,5.8052724055944696,2.698976540433174,5.106988756842712,1.8964701734996452,Iris-virginica
+8,6.017230241196374,3.4069056729139544,4.492035907493632,1.5935928503366208,Iris-versicolor
+9,4.847563830104921,2.4050974259803555,3.2959555380377434,0.9312649873260447,Iris-versicolor
+10,6.6111907685507445,3.0447563101378137,4.403950982353507,1.3897539473219882,Iris-versicolor
+11,4.8736640417232096,3.112805816007071,1.492005020815725,0.1,Iris-setosa
+12,6.504921981048019,2.9819933931917264,5.5123198195565655,1.804570987949761,Iris-virginica
+13,6.68880789506234,2.999169167136886,5.006305887387268,1.7166243769139868,Iris-versicolor
+14,4.896487120478407,3.0118061794780875,1.3832861133789276,0.2,Iris-setosa
+15,4.400000550416231,2.8897687159940513,1.395123756530873,0.2,Iris-setosa
+16,5.04791744743541,2.4764116828537652,2.934180630144512,1.1055015862160598,Iris-versicolor
+17,5.450037826217626,3.4015172861091254,1.9519829401055593,0.2,Iris-setosa
+18,6.018437937876659,2.7156520826124004,5.097576633099318,1.6000242447636426,Iris-versicolor
+19,5.995037627028811,3.003019966367468,4.865010956331817,1.8050308394859513,Iris-virginica
+20,6.84856994142217,3.23664921329289,5.703156021275232,2.24377594059079,Iris-virginica
+21,6.755065082070719,3.2719565721003248,5.66088605063704,2.5,Iris-virginica
+22,6.298085924283753,3.3882580229785693,5.607734347077576,2.4043508038716084,Iris-virginica
+23,6.525502781768972,2.996090649231054,5.5147003295332615,1.8038679992442992,Iris-virginica
+24,7.071447578088171,2.997314172785476,5.858491414033777,2.0942687543240255,Iris-virginica
+25,5.0079554742440795,3.313064019343747,1.4084249459914595,0.2,Iris-setosa
+26,5.183454416282924,3.4189459696250193,1.4003514968612132,0.2,Iris-setosa
+27,7.282920505825548,2.9446855637730494,6.1711608989879805,1.9415242208880736,Iris-virginica
+28,6.690912584179559,3.312587022331835,5.725338054784751,2.097385477756056,Iris-virginica
+29,5.886449980510647,3.202718356254905,4.815194191486217,1.8239337099849666,Iris-versicolor
+30,6.099027113336783,2.9959814280974526,4.572731777496245,1.3861792567121134,Iris-versicolor
+31,5.565238299917892,2.6734008683864245,4.189008528801776,1.2846112370932161,Iris-versicolor
+32,6.324226333999085,2.7100172152344615,4.903059324879974,1.8003625656793907,Iris-virginica
+33,7.305347889675821,2.9062596467495996,6.3193343603454615,1.7889998603474522,Iris-virginica
+34,6.7544346363141585,3.31127593715345,5.746324202585756,2.1157805521915276,Iris-virginica
+35,5.402120679932173,3.8860224869627076,1.3045137486054539,0.38802163521108635,Iris-setosa
+36,6.006741055824644,2.9766770576197765,4.770947361424167,1.7933729023151472,Iris-virginica
+37,5.393293704316507,3.9106109366644457,1.2767781107080372,0.4700547166445733,Iris-setosa
+38,6.289032687276628,3.2318356653312397,4.522315274547482,1.5148244444341046,Iris-versicolor
+39,4.585368570917929,3.6056794678558166,1.0,0.2,Iris-setosa
+40,5.036434580758642,3.5075022446171396,1.3080702779310598,0.28463831427966,Iris-setosa
+41,4.862377864520715,3.083703596015883,1.4949806621019217,0.10000014866088203,Iris-setosa
+42,5.103809606675377,3.306430708301625,1.7511400263198733,0.4769983687730153,Iris-setosa
+43,6.584096804628701,2.9930967945822955,4.403184435591232,1.3988447920485658,Iris-versicolor
+44,5.8658343380107985,2.992857943101633,4.20247801683946,1.353274719904926,Iris-versicolor
+45,5.408097161215947,3.891516849223293,1.8662672883475424,0.413019250745185,Iris-setosa
+46,6.329418718127394,3.394606637992246,5.618458107863557,2.400829143953463,Iris-virginica
+47,4.900406800688911,2.982721631112581,1.3897990499110011,0.2,Iris-setosa
+48,5.484245216344326,4.206363282021096,1.4002719543292286,0.2,Iris-setosa
+49,5.162288013556247,3.45880883191513,1.4921563743149762,0.2,Iris-setosa
+50,5.894355352749607,3.195890556785481,4.818663115348063,1.8019509392555397,Iris-versicolor
+51,4.899728015634723,3.0153385831208652,1.395270057641055,0.2,Iris-setosa
+52,5.557779798718192,2.646529193462255,4.243590765645663,1.279658132400348,Iris-versicolor
+53,6.304302614486097,2.7991045964361763,5.094797620293745,1.5099893227097252,Iris-virginica
+54,5.774543963683844,2.6776892557897822,5.090903807239559,1.9178070515523795,Iris-virginica
+55,5.100121047818832,3.4985972849269853,1.3956273025144896,0.3010829277661299,Iris-setosa
+56,6.3797354122748855,3.1011021304764386,5.49896145292191,1.8015734978732307,Iris-virginica
+57,5.610878061152326,3.0023266886280124,4.121424553771013,1.3032629204161819,Iris-versicolor
+58,6.323779134966741,2.919947731412493,5.570590428219647,1.8132724044471673,Iris-virginica
+59,5.198589092269951,3.402875239832525,1.4016883079457378,0.2,Iris-setosa
+60,6.078770783889099,3.0025859173133966,4.571644003341613,1.3946833234538585,Iris-versicolor
+61,6.005336420253001,2.990783349272804,4.8094411465383615,1.7999879395632807,Iris-virginica
+62,5.105188151077973,3.7835457142621665,1.8264621360057565,0.34767561620933163,Iris-setosa
+63,4.652918920674111,3.381878378999711,1.455639844600973,0.25313447207768625,Iris-setosa
+64,4.4,2.900072145950812,1.4041824681127308,0.2,Iris-setosa
+65,5.453210555659475,2.9967643591211113,4.535396515318169,1.5024491030215419,Iris-versicolor
+66,5.1402438470299945,2.4766447414955755,3.350702765493359,1.0745132276817704,Iris-versicolor
+67,4.854502201400681,2.390829672468746,3.2130109930005055,0.9510828123850947,Iris-versicolor
+68,5.126677631099096,2.498954021222797,2.971755944216693,1.051852103906401,Iris-versicolor
+69,4.991584469861164,3.196907958885398,1.2122590161528912,0.2,Iris-setosa
+70,5.198794518978619,3.4317643781457168,1.4512063561340163,0.2,Iris-setosa
+71,5.479188472608686,2.4113340891002544,3.843568412680673,1.1452319676055995,Iris-versicolor
+72,5.111117314707795,3.300809855254945,1.6980929298606693,0.4999089065751663,Iris-setosa
+73,5.461657210543076,2.99975593361256,4.513896428653145,1.5017080357562314,Iris-versicolor
+74,5.4987115472578765,2.3963990583642993,3.651234333070364,1.0102397424130691,Iris-versicolor
+75,5.509871668707246,3.0058033792156285,4.517223368643606,1.5002123363092026,Iris-versicolor
+76,4.91978006660864,2.4142497301822248,3.2694379907308573,1.031466415818017,Iris-versicolor
+77,4.4,3.070423944264702,1.343786779224942,0.2,Iris-setosa
+78,4.884976673014199,2.401346153609944,3.248316612119208,0.9889180516209521,Iris-versicolor
+79,6.3099894898405235,2.7050195169534166,4.912845944199628,1.8149092776157543,Iris-virginica
+80,5.0632772709175144,3.506025285958113,1.385968863927129,0.3097277352157443,Iris-setosa
+81,5.656497459336598,4.399999015359461,1.4945639031744988,0.3992319577906191,Iris-setosa
+82,6.086040945056151,2.600977602564017,5.5751466949546655,1.3965089751571205,Iris-virginica
+83,5.996262771152135,3.3891271403548964,4.496041186587214,1.5631781750865914,Iris-versicolor
+84,6.725189251481332,2.9671345551830997,5.464330849640826,2.0841954880318574,Iris-virginica
+85,7.699998272531195,2.8244252419003475,6.69999777702656,1.9808547165913728,Iris-virginica
+86,6.312397663870867,3.4035033860351085,5.591351531267006,2.395263408231355,Iris-virginica
+87,7.305184958107719,2.8961738708531546,6.326193365103696,1.800150414257467,Iris-virginica
+88,5.815072301558114,2.758421012494601,5.117737484538083,1.8819080103064008,Iris-virginica
+89,4.4,2.912439358388433,1.3830546590207873,0.2,Iris-setosa
+90,6.103121013321659,2.5977614015199193,5.615908677042788,1.3994872222785688,Iris-virginica
+91,6.2217863270057885,3.2772847633329163,4.522758068880273,1.526541746329127,Iris-versicolor
+92,6.465188674958092,2.931798865152512,4.344113734583102,1.3608999699051678,Iris-versicolor
+93,6.598139416937014,2.989229042557875,4.3637690835324126,1.397762904239909,Iris-versicolor
+94,6.690439084124839,3.3023269651679086,5.689832540700287,2.5,Iris-virginica
+95,5.42893682626643,2.9948917940220006,4.500328378110082,1.4984219139297914,Iris-versicolor
+96,5.064448297375543,3.4980155911447515,1.3430809845360472,0.2853492349499477,Iris-setosa
+97,5.8132495756911,2.7108222958975143,5.112018078862476,1.908815472672248,Iris-virginica
+98,6.28985631637684,2.7089298698834336,4.91040243098899,1.7906165508523681,Iris-virginica
+99,6.378125109266542,2.7700419012906363,5.4352269984286465,1.8603477767084653,Iris-virginica
+100,7.7,2.8029828809624915,6.7,1.995413014928723,Iris-virginica
+101,5.997758517005651,3.395564162807435,4.53992894121202,1.5876914617256848,Iris-versicolor
+102,5.574966445884405,2.9995368581360693,4.517344815181272,1.4957762546985758,Iris-versicolor
+103,6.282076341450553,2.7273625284802723,4.874005084498041,1.788057257943707,Iris-virginica
+104,6.63372799429538,3.0168468799716113,4.388532696480291,1.406311567690908,Iris-versicolor
+105,6.00576298688097,3.3965971054171034,4.484212710448656,1.5775110173364573,Iris-versicolor
+106,5.490409084331298,2.9992461858986736,4.248960854159709,1.371476813900117,Iris-versicolor
+107,5.586328187122314,3.0142064260402295,4.0747549972921115,1.3104871822186892,Iris-versicolor
+108,6.450714940734279,3.080252902500604,5.502987067884764,1.8100322444248482,Iris-virginica
+109,5.513297949499461,2.6180891454866195,4.436339597168507,1.203417348826918,Iris-versicolor
+110,7.6999988252909075,2.7907476516617082,6.699998918633177,1.9904734416265009,Iris-virginica
+111,6.9104856421371235,3.2004906085481974,5.711935733063479,2.2968890020857176,Iris-virginica
+112,5.681805470618173,2.4887542329574215,4.995254529827681,1.986627639814405,Iris-virginica
+113,4.587872182876938,3.1976031037711468,1.3743362874618639,0.2,Iris-setosa
+114,4.609550011874782,3.395593499584119,1.392383202322129,0.3003553906720956,Iris-setosa
+115,4.8765686015848315,3.1044763885336324,1.5092405558838984,0.1,Iris-setosa
+116,6.297191603632031,2.8897228061567706,5.5933217029200675,1.802536896457008,Iris-virginica
+117,5.20182616488202,3.3973099186875206,1.3944216846087556,0.2,Iris-setosa
+118,5.361416545130213,3.875259104176328,1.4668980277476997,0.2,Iris-setosa
+119,5.905993198861598,3.20019590358698,4.778339390569734,1.7796048818006107,Iris-versicolor

iris/tab_ddpm/1/1/test.csv

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

iris/tab_ddpm/1/1/train.csv

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

iris/tab_ddpm/1/1/val.csv

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

iris/tab_ddpm/1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5207616010258915,2.3947716626416238,3.7107378603672263,1.0395567717303216,Iris-versicolor
+1,6.014062036810733,2.700914074417803,5.150237835027614,1.6067961672379862,Iris-versicolor
+2,6.00055101640131,2.998794499329434,4.791545673303734,1.8098504294087676,Iris-virginica
+3,6.0019188844583535,3.401101576233061,4.479928504944007,1.5947875940979803,Iris-versicolor
+4,6.730742122853221,3.290764124875779,5.724704539591593,2.5,Iris-virginica
+5,5.89860390298375,2.9927626642827483,4.202817703832006,1.4904296578755272,Iris-versicolor
+6,4.8746215823874115,2.4092811597319415,3.1377653354396604,0.8677014382330488,Iris-versicolor
+7,6.44159722006096,3.1959633934641682,4.486243481592332,1.4900998803525094,Iris-versicolor
+8,5.298100268633342,3.5366952109153855,1.5602160068468236,0.2,Iris-setosa
+9,7.699997836087358,2.788989702841532,6.6999981734193526,1.9885900534875804,Iris-virginica
+10,6.30730087045953,2.2956271213916386,4.444058135350661,1.3042159161358817,Iris-versicolor
+11,5.915609189858465,3.2038519947482573,4.801735668266167,1.8194821191224044,Iris-versicolor
+12,4.984046111221179,3.262504387894132,1.3945941690443997,0.2,Iris-setosa
+13,6.304955342563955,2.523966244780886,5.032209796800114,1.9033131353975086,Iris-virginica
+14,5.090099390574771,3.640641271207601,1.4622643771433181,0.3895570322031714,Iris-setosa
+15,5.506746989229616,2.394539701301909,3.779798967629696,1.0964411226054684,Iris-versicolor
+16,5.0920396540376975,3.7578401475747243,1.6440629358286358,0.20676227688001286,Iris-setosa
+17,5.984257451869219,2.2,5.019202939955753,1.4908373896579488,Iris-virginica
+18,5.746818168652494,3.0021519536549284,4.352458610784931,1.4936142707326145,Iris-versicolor
+19,6.117732919481225,3.3355865798913813,4.5149535513741155,1.5444432983775962,Iris-versicolor
+20,5.116200703277167,3.721789777743059,1.5802443143212321,0.2,Iris-setosa
+21,5.11335813032055,3.3008446848689768,1.8937916333708078,0.47870783937582717,Iris-setosa
+22,6.111319247091307,2.992605386844745,4.607764024257546,1.4091965532173176,Iris-versicolor
+23,5.891026217449895,3.207866235855131,4.822148852621002,1.801406343008639,Iris-versicolor
+24,6.719940335087497,3.3277371883604445,5.707152717703318,2.4999994942419406,Iris-virginica
+25,6.313533742657744,3.386597483464787,5.609920895523184,2.393214994749992,Iris-virginica
+26,5.1025385989817895,3.492531207771371,1.3903360246671124,0.2986697397361553,Iris-setosa
+27,7.699999054888227,2.7706250803928114,6.699998418369892,1.963458142749067,Iris-virginica
+28,5.377611039223034,3.92854499166836,1.2930949668231384,0.4950382843615177,Iris-setosa
+29,5.993369506136602,2.2000002857000727,4.963801408037673,1.4961963386945327,Iris-virginica
+30,4.4906381149620405,2.2956490322921868,1.3003811965572287,0.2932596670929825,Iris-setosa
+31,5.405718733847542,3.9145729130150935,1.6994692869364654,0.40166376064662906,Iris-setosa
+32,6.305519642741698,2.7098919929775676,4.898415624065961,1.7706413577614024,Iris-virginica
+33,7.122103890759233,2.989647123247232,5.890510157590554,2.099544135026429,Iris-virginica
+34,5.50043188447242,4.201673002894859,1.4015902198499293,0.2,Iris-setosa
+35,6.3006888231468965,3.4125009429029207,5.622911712293754,2.4080412857495825,Iris-virginica
+36,5.978971896456047,3.4127593972999057,4.505978231834011,1.624832195037865,Iris-versicolor
+37,5.09620860879669,3.767392967049441,2.0404420981148372,0.4255711685717853,Iris-setosa
+38,5.209772246561509,3.4683253855450045,1.5255720907903505,0.2,Iris-setosa
+39,5.991806905390464,2.7010683018072807,5.0933780565911615,1.5830417828627938,Iris-versicolor
+40,6.131124506267346,2.9968980887008194,4.621914633618294,1.3868914116118412,Iris-versicolor
+41,6.691183664444227,3.2967899462847745,5.690491298636246,2.0955276797568594,Iris-virginica
+42,6.707294671967833,2.989220116763629,4.994891424524112,1.7070349434854164,Iris-versicolor
+43,5.792854847752751,2.6922756820863523,5.0967265458115305,1.9073826659360487,Iris-virginica
+44,5.511808196549792,4.199981776970423,1.406052948864144,0.2,Iris-setosa
+45,6.283491861878161,2.311259820756915,4.377924945021947,1.2991793880420215,Iris-versicolor
+46,5.105778162923992,3.782135560653679,1.9328516916782248,0.49176971042269974,Iris-setosa
+47,5.304391783985919,3.7623034515727545,1.493800127519643,0.2,Iris-setosa
+48,5.497795846176433,2.5915941247515026,4.406964954682907,1.1749614415705492,Iris-versicolor
+49,5.998058043107308,3.0031523464526124,4.784873501995761,1.8036351498329608,Iris-virginica
+50,5.813422922964954,2.703331878092766,5.11369233512224,1.8951223912534936,Iris-virginica
+51,6.3463231026363776,2.4676153572802333,4.84170370664392,1.5029616655289453,Iris-versicolor
+52,5.410631546066091,2.9999360922368066,4.479168707351324,1.4864125565194297,Iris-versicolor
+53,6.331899818185648,2.479607093920034,4.882461481669528,1.4977346270985814,Iris-versicolor
+54,5.560792955567323,2.653487701542514,4.336165144400719,1.277266922341835,Iris-versicolor
+55,5.808523078890851,2.6947482976772412,5.102798320484481,1.9019864330413854,Iris-virginica
+56,5.879946141165543,3.1911711529227236,4.777643361199394,1.7886061578623607,Iris-versicolor
+57,5.901814494166398,3.203606253918915,4.797480420693069,1.793871913637454,Iris-versicolor
+58,5.724890648299243,2.5404226970036943,5.032985309069643,1.9823096808621596,Iris-virginica
+59,6.489145527968967,3.0000682079521934,5.499107186553145,1.8053833828195802,Iris-virginica
+60,6.2884580358120274,2.499496029136005,4.865638929284621,1.5002119165532284,Iris-versicolor
+61,6.332532956251348,2.52765062553504,5.061413845970295,1.899104911753379,Iris-virginica
+62,5.884915954525377,3.0032142291918906,5.12524313555655,1.8075096244211284,Iris-virginica
+63,6.295889565295301,2.7103067786140795,4.869887708622104,1.7924794800705914,Iris-virginica
+64,5.490852240281615,2.9991971271406745,4.521800574239584,1.4980970699700382,Iris-versicolor
+65,5.172255218072113,2.6750968394501116,3.614455607516775,1.3906509003840233,Iris-versicolor
+66,4.400000676656933,3.211094190409995,1.3049751013943924,0.2,Iris-setosa
+67,5.511746843608223,2.4027362527073195,4.014625952529644,1.1243736606653416,Iris-versicolor
+68,5.093123964342131,3.39752799817328,1.5008278095830445,0.2,Iris-setosa
+69,6.5108936422362556,2.996594703938898,5.516281547775477,1.8019516973329286,Iris-virginica
+70,7.2864883529815225,2.8884609811908066,6.28294982064258,1.8146334912660018,Iris-virginica
+71,6.686458808337771,3.10994802011091,4.420152385748734,1.4086315752741059,Iris-versicolor
+72,6.393148264238953,2.695157806609826,5.37592300180327,1.8895303986380072,Iris-virginica
+73,5.5701511209664805,3.009033509757324,4.138075832213834,1.3279108441714509,Iris-versicolor
+74,4.964453573630334,3.5849178001943667,1.3997973531239567,0.2,Iris-setosa
+75,4.900588178986192,3.0237294159155614,1.402307654944735,0.2,Iris-setosa
+76,5.206750793555433,3.4322991199230075,1.4186865669336501,0.2,Iris-setosa
+77,4.4,2.9139452646437065,1.4115211728388146,0.2,Iris-setosa
+78,5.278319600844246,3.6499598478309307,1.5054588296521902,0.2,Iris-setosa
+79,4.400000591382593,2.8890265748734842,1.3590549740640832,0.2,Iris-setosa
+80,5.075014629794399,3.3943236775785968,1.503355264971433,0.2,Iris-setosa
+81,5.57490119514049,3.0034967903132266,4.040404455963388,1.3001111273060424,Iris-versicolor
+82,5.110423966000843,3.831812621860072,1.884974315456008,0.39149859317363,Iris-setosa
+83,4.605841384737898,3.287780350773142,1.4005071633591684,0.2,Iris-setosa
+84,4.906025220916133,3.0072974820274263,1.3926263307951383,0.2,Iris-setosa
+85,5.009359227420666,3.6050868789790087,1.3808261083520046,0.2,Iris-setosa
+86,6.620758539735388,2.988011145603393,4.356902257337734,1.4023231938248086,Iris-versicolor
+87,5.902808391029592,3.0080650901292456,5.134986736279722,1.8181477224574372,Iris-virginica
+88,5.810630909400947,2.7163473005055176,5.081477451118446,1.888183527595746,Iris-virginica
+89,5.093439684346252,3.7152379090125893,1.4884445513759197,0.3993948830214813,Iris-setosa
+90,4.593360944868145,3.6431974806110397,1.0000004441961299,0.2,Iris-setosa
+91,6.280698474187676,2.306072865215293,4.42943658143731,1.3059732383558544,Iris-versicolor
+92,6.007861880389652,2.704145008955101,5.093432591369342,1.625203860432141,Iris-versicolor
+93,5.2038638896829585,2.7090465497403664,3.9512297155294664,1.4087332763726874,Iris-versicolor
+94,7.7,2.796958064562923,6.7,1.9934930090522758,Iris-virginica
+95,7.168214975255347,2.982108321016367,5.991279214265706,2.074136546490384,Iris-virginica
+96,5.123380907736122,3.64184553059294,1.5914589778773833,0.2,Iris-setosa
+97,7.7,2.8461177560313082,6.7,2.0092581116909045,Iris-virginica
+98,6.765922357674686,3.0017565153114725,5.501595638231286,2.088332552019235,Iris-virginica
+99,5.498247063272968,2.407167037830134,3.693728823342791,1.0655947437779312,Iris-versicolor
+100,5.391024750939223,3.828798220411907,1.3000315864191454,0.3892170668009567,Iris-setosa
+101,7.0982717017635615,3.0003712662701085,5.87920697810447,2.0937723065550227,Iris-virginica
+102,5.9992054482651795,3.416323755651706,4.458548302345978,1.5858192292621773,Iris-versicolor
+103,5.382706456598059,3.874613447645629,1.6738668463949116,0.3915113117871736,Iris-setosa
+104,5.0839066727933435,2.49717559435444,3.2088046793756777,1.1597301897344323,Iris-versicolor
+105,5.695197193208416,2.5322757413256687,5.0310326179195455,2.084800184024171,Iris-virginica
+106,4.4000006829354374,2.9060527110871774,1.4013523408587225,0.2,Iris-setosa
+107,7.159209842539053,3.0014362755699513,5.953347873988585,2.095784586055566,Iris-virginica
+108,4.585736234673317,3.617251361808574,1.0000003817655287,0.2,Iris-setosa
+109,5.514481084137972,2.598214935870949,4.412057262131761,1.2113205677382213,Iris-versicolor
+110,7.330144335881425,2.9244928667417995,6.315415241615148,1.80150462621264,Iris-virginica
+111,5.005302059585233,3.5031846889811344,1.3186878887389049,0.293824053313775,Iris-setosa
+112,5.232535859132419,3.499716554263375,1.5254985561427925,0.2,Iris-setosa
+113,4.999031603345017,3.3000087220235295,1.4050507822457237,0.2,Iris-setosa
+114,6.68215125644639,3.0942648068487832,4.41526257667768,1.4051129198853534,Iris-versicolor
+115,5.800400782307014,2.702869470097931,5.104940595052984,1.9021833276618312,Iris-virginica
+116,5.222765144192158,3.3991195279290958,1.6053759861951404,0.2,Iris-setosa
+117,6.6929681298116295,3.1048574930898405,4.4079626440835895,1.4120176256964085,Iris-versicolor
+118,5.02423348747824,3.2712757494005857,1.2854105695484814,0.2,Iris-setosa
+119,5.096993106554916,3.3896949282478097,1.489907571532968,0.2,Iris-setosa

iris/tab_ddpm/1/10/test.csv

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

iris/tab_ddpm/1/10/train.csv

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

iris/tab_ddpm/1/10/val.csv

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

iris/tab_ddpm/1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.105213684068984,3.5954563480794968,1.4678618432577113,0.3784674131788123,Iris-setosa
+1,6.285786964187337,3.393366206272835,5.608071358527232,2.3959763755964487,Iris-virginica
+2,6.463376358365312,2.9313297650373245,4.345479839321795,1.3391202910836226,Iris-versicolor
+3,5.568302319308737,2.7035807305330675,4.174376357231033,1.3131915147867665,Iris-versicolor
+4,5.084317643233847,2.4957951774419205,2.786227008291193,1.1536499236822761,Iris-versicolor
+5,4.9022399416607545,3.107278404527218,1.5059318505825434,0.10000014094532687,Iris-setosa
+6,4.856031366248014,3.078275782023108,1.5044796929832076,0.10000010767189611,Iris-setosa
+7,5.005699874099874,3.188379187971528,1.1909836576222488,0.2,Iris-setosa
+8,5.795328335381304,2.704901233491468,5.105689668667302,1.8957559785141203,Iris-virginica
+9,5.437530143369292,2.994316513671083,4.521310180933717,1.505094353625963,Iris-versicolor
+10,6.937349168651129,3.1891285052647755,5.731487979487304,2.286202743598232,Iris-virginica
+11,5.818447183630946,2.708209197425724,5.097375666550174,1.8974502790242302,Iris-virginica
+12,6.392841640447758,2.698009654606148,5.285721279377189,1.893917859903846,Iris-virginica
+13,5.102073175962119,2.501420171721622,3.0250689099745776,1.0768658346119742,Iris-versicolor
+14,5.107591514868716,3.797996348467418,1.695654460611085,0.43678482381686234,Iris-setosa
+15,5.306339526548306,3.772430273495035,1.5242774308325264,0.2,Iris-setosa
+16,6.815681140970308,3.079118000637913,5.574640195981379,2.2062865649130607,Iris-virginica
+17,5.037314035546732,3.39242193474743,1.5155773541244169,0.2,Iris-setosa
+18,5.696388384357613,2.498389064592258,5.004031807641952,1.9998580776205206,Iris-virginica
+19,5.964338591169323,3.3547604853949684,4.521024364041477,1.6248383551918628,Iris-versicolor
+20,6.09548309562689,3.0096031925522913,4.560311062237865,1.3956457507982603,Iris-versicolor
+21,6.309758921044535,3.4084617484852155,5.588596082841836,2.403248802424396,Iris-virginica
+22,6.688776788445797,3.2909946460673267,5.642837288630592,2.499999419127854,Iris-virginica
+23,6.376965567293095,3.1128803563262712,5.511671666218061,1.8102384283384092,Iris-virginica
+24,5.797364453173357,2.8053240519200675,5.108736824783507,2.4019171744785424,Iris-virginica
+25,7.7,2.796775286444721,6.7,2.0284671400467116,Iris-virginica
+26,5.488202809806879,2.4094692006901917,3.824270920377371,1.1502640318947415,Iris-versicolor
+27,7.291098786161205,2.910267080938115,6.292418183460747,1.810047925626951,Iris-virginica
+28,4.999881902445177,3.312152306666469,1.3970228431289584,0.2,Iris-setosa
+29,6.708751253076862,3.0821796014398144,4.441329821597448,1.3917362179666952,Iris-versicolor
+30,6.293383377610549,2.3018048387455132,4.417193835721822,1.2930592810789718,Iris-versicolor
+31,5.997556798664536,2.695855468873671,5.115121783470518,1.6123079265875873,Iris-versicolor
+32,5.4993818274269035,4.205054247620875,1.3739113242908545,0.2,Iris-setosa
+33,5.369067143489062,3.4160416581164306,1.6742933319752924,0.2,Iris-setosa
+34,5.079931931152647,3.2923204047859542,1.6980576410505974,0.521035017296629,Iris-setosa
+35,6.289803828492063,2.796423102427943,5.078941427855808,1.5576625634034413,Iris-virginica
+36,6.2734409548861825,2.855167025026085,5.480818720135462,1.6632025279957652,Iris-virginica
+37,5.092485082798881,3.405489656660285,1.498565621932563,0.2,Iris-setosa
+38,4.992448500334053,3.5837620261782774,1.3841372911714274,0.2,Iris-setosa
+39,5.097644756916913,3.3853637095007794,1.4982326236024028,0.2,Iris-setosa
+40,5.1893310710284055,2.6946917642502948,3.844175046984061,1.4012413004676612,Iris-versicolor
+41,6.684969636330862,3.300092390781119,5.646281576207045,2.5,Iris-virginica
+42,5.513494781640522,2.602732061866756,4.4100252135370885,1.2284015069033258,Iris-versicolor
+43,4.997707468320435,3.607461352903208,1.3994596288647723,0.2,Iris-setosa
+44,5.289379002251743,3.6832171626431855,1.5016346760735841,0.2,Iris-setosa
+45,5.225340669761159,2.446109531273122,3.3679995592765257,0.9439273167724881,Iris-versicolor
+46,5.089123591526407,3.8222930262132775,1.6338032736712131,0.3310472812472801,Iris-setosa
+47,4.884824797416619,3.1095487270002,1.503925651563199,0.1,Iris-setosa
+48,4.4,3.204335735943714,1.297724274810091,0.2,Iris-setosa
+49,5.498714016558352,2.3930402075769464,3.6291424076293803,1.0014555581975118,Iris-versicolor
+50,6.004601273160876,3.385605843626867,4.526486492102573,1.6074590520711856,Iris-versicolor
+51,5.045041405607723,3.5008266316279126,1.369889384862096,0.316245750411164,Iris-setosa
+52,6.78742704444044,2.9976027877156155,5.476911345645076,2.0908991085689315,Iris-virginica
+53,6.3816561110165955,2.8855824388635027,4.302637959467756,1.2974294757266007,Iris-versicolor
+54,6.68519712912263,3.2894060024989424,5.720070615485505,2.5,Iris-virginica
+55,7.7,2.7769018439188513,6.7,2.027815261360577,Iris-virginica
+56,6.001913144864596,3.422908539627476,4.491960701695215,1.6022216287559583,Iris-versicolor
+57,4.400000457259308,3.1020983310997625,1.3223395377245417,0.2,Iris-setosa
+58,5.102263088302189,3.860354069131395,2.036847721169604,0.3851849779304374,Iris-setosa
+59,6.3723448879328215,2.6865556175505345,5.256440910902484,1.8911356229850382,Iris-virginica
+60,6.090025064741405,3.359910128809731,4.489953817768651,1.5733846758504215,Iris-versicolor
+61,6.292586847901802,2.3074772336880987,4.388283280107438,1.2893454610429287,Iris-versicolor
+62,6.821161876771493,2.991169743048079,5.472881161804889,2.1028804265402345,Iris-virginica
+63,4.720563457516434,3.434346173063145,1.4054099950295662,0.2,Iris-setosa
+64,6.365956416424647,2.8735753064325267,5.543658809043429,1.8284910228071853,Iris-virginica
+65,5.5669373954100605,2.672900328119145,4.247673964999897,1.283688397533464,Iris-versicolor
+66,6.715946385594532,3.002451893613851,5.009982933071846,1.7075065039990327,Iris-versicolor
+67,6.697310863384999,3.2962089816607407,5.681042500534712,2.1026667543623456,Iris-virginica
+68,5.089350121830283,3.5051976321825125,1.3940349613004797,0.305050680586228,Iris-setosa
+69,7.699998481533655,2.7898227795047115,6.6999989967731075,1.9809241485183162,Iris-virginica
+70,6.715797412643107,3.2723902891862604,5.682012373519725,2.5,Iris-virginica
+71,6.296180805031933,2.5136024908493773,4.977397705088699,1.8704966157124527,Iris-virginica
+72,4.593273696233809,3.1871930787582046,1.3915803125507575,0.2,Iris-setosa
+73,6.8013990364028425,3.0175240425039065,5.517176163713422,2.104430262364776,Iris-virginica
+74,6.101368568017364,3.0037147680185434,4.6467864723564505,1.4009651632595526,Iris-versicolor
+75,5.805518190387787,2.774494245477845,5.094496388259838,2.399225989778896,Iris-virginica
+76,5.418755269046507,3.9620882296664517,1.2872591249091394,0.41523271354220187,Iris-setosa
+77,6.5130624488176165,2.9538824863042943,4.356702187343112,1.3545955459068477,Iris-versicolor
+78,5.993351062573835,2.6935919157345762,5.095243949778881,1.5959082622334186,Iris-versicolor
+79,5.686931385531953,2.5183409349754435,5.007923345023644,1.987135319332053,Iris-virginica
+80,5.263431402261966,3.409707290946636,1.598911152740332,0.2,Iris-setosa
+81,6.479117504416969,3.1557277919646465,4.495364395057842,1.4776056720777457,Iris-versicolor
+82,5.409532167657991,2.994071451737717,4.478483179334147,1.5086367592735306,Iris-versicolor
+83,6.005875832990745,2.7001679021931007,5.102726056116811,1.590386484889238,Iris-versicolor
+84,5.791647310796838,2.701372863260552,5.1100192665463675,1.9001359385666645,Iris-virginica
+85,5.006369075267101,3.2266110161531896,1.2300405296341572,0.2,Iris-setosa
+86,6.288392853207944,2.7056911022355963,4.903595754500773,1.79606085044839,Iris-virginica
+87,5.088685909197526,3.769254218436688,1.8412454548766095,0.41655269690206065,Iris-setosa
+88,5.4778902644574545,2.3974295732347906,3.6283186594674794,0.9802747505684106,Iris-versicolor
+89,5.89150906284305,3.205243549808089,4.827132716140765,1.7922416426422274,Iris-versicolor
+90,5.724868617055419,4.4,1.5051947757484072,0.48466258793391437,Iris-setosa
+91,5.685116061536193,2.9912807745691024,4.224896732967059,1.316927425333181,Iris-versicolor
+92,5.0705907246045605,3.769152155841433,1.6118416137890972,0.2,Iris-setosa
+93,5.099266672346079,3.7952913212649584,1.8583230966179183,0.38862763509467835,Iris-setosa
+94,5.007120749669218,3.516171284657404,1.2869836960075087,0.2917617382166596,Iris-setosa
+95,5.819651995138825,2.807636339087068,5.139457680217172,2.402174385410789,Iris-virginica
+96,5.094996931276132,3.29856497533791,1.7100498672542594,0.5311268055754723,Iris-setosa
+97,5.719682059980193,2.500863597511584,5.001448242412627,1.9939547262911363,Iris-virginica
+98,5.395770247545172,3.3992997861794456,1.6744088378261002,0.2,Iris-setosa
+99,5.805766783830029,2.8105196585213745,5.149754332605156,2.4020927375758987,Iris-virginica
+100,6.691453010393863,3.0011393840394667,4.991527575801106,1.6699998525221438,Iris-versicolor
+101,5.571527580056648,2.9699540149545407,4.116602500930747,1.2942299105013602,Iris-versicolor
+102,5.144460648112749,2.647515448291355,3.712668705274057,1.3773667363227209,Iris-versicolor
+103,5.813463728546381,2.7137584090466547,5.121467718421137,1.8935484750853648,Iris-virginica
+104,5.49434718512027,2.4226542404924394,3.824644364778278,1.121731759751949,Iris-versicolor
+105,5.089647955319619,3.301467009397443,1.7555168116910818,0.5040143283323497,Iris-setosa
+106,5.914607884113619,3.00664192584423,4.207492313822144,1.493559338904726,Iris-versicolor
+107,5.4191049947061325,3.002926495795434,4.458529655600558,1.5021906569718475,Iris-versicolor
+108,6.416602833231705,2.7099866718306234,5.332116458255015,1.906876693028937,Iris-virginica
+109,6.680856680232553,3.054452957284407,4.424191527874466,1.4062185825215432,Iris-versicolor
+110,6.691513654456624,3.2856760302783883,5.697910589675278,2.4999993366871944,Iris-virginica
+111,6.679146504192324,3.066716401383971,4.4381858452401595,1.4055654667658473,Iris-versicolor
+112,5.8952522680427855,3.0063836942762983,4.1848484912756465,1.5040958148700265,Iris-versicolor
+113,6.290572371880217,2.830572507739798,5.5790537013049235,1.7435083758953698,Iris-virginica
+114,4.593278164554942,3.6321131614796056,1.0,0.2,Iris-setosa
+115,6.698384226881242,3.3098027159012475,5.691332384824525,2.5,Iris-virginica
+116,5.175685772974989,3.7724064413264,1.5997140419578875,0.4547018579226654,Iris-setosa
+117,6.103060379675335,2.60374860509412,5.611136050107914,1.4076337802748047,Iris-virginica
+118,6.342848103566655,2.6499569854385596,5.198917005803641,1.9116748821950698,Iris-virginica
+119,6.8793597387625764,3.205701963634967,5.682968434936555,2.309127880747915,Iris-virginica

iris/tab_ddpm/1/11/test.csv

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

iris/tab_ddpm/1/11/train.csv

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

iris/tab_ddpm/1/11/val.csv

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

iris/tab_ddpm/1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.00890532454815,2.9972005287842203,4.837181455614855,1.8064222309909141,Iris-virginica
+1,6.69088768050949,3.077927322567038,4.42304515842179,1.3995098764384357,Iris-versicolor
+2,5.664123914358665,4.4,1.4970508871784791,0.3892859851584819,Iris-setosa
+3,5.023569036433113,3.321457074580174,1.403419009529187,0.2,Iris-setosa
+4,5.806404726728385,2.712983369038865,5.09587152860932,1.8958008078126565,Iris-virginica
+5,6.288615065149972,2.5130051355191627,4.896449377493254,1.4990337047667284,Iris-versicolor
+6,5.896339197787744,3.0054780963821432,4.198957220156005,1.5082791121586483,Iris-versicolor
+7,6.37056710800351,2.8995988538457325,4.3031943279385825,1.2943698256258374,Iris-versicolor
+8,6.284068977349967,3.3649956812491513,5.585028009378951,2.3862785632509786,Iris-virginica
+9,4.895976865945917,3.1008176280697186,1.491594216756452,0.1,Iris-setosa
+10,5.087865735525493,3.4007092824418987,1.499621108496935,0.2,Iris-setosa
+11,5.386255612696078,3.8697239858550962,1.2970788473301504,0.4147371409176293,Iris-setosa
+12,7.323696190776725,2.9098083405268116,6.322783611017068,1.8040092600956457,Iris-virginica
+13,5.510147399240803,2.402280856215902,3.7925006823623484,1.1579808049684628,Iris-versicolor
+14,5.4039112832555185,2.997658615203139,4.493586389553702,1.4935518598989177,Iris-versicolor
+15,5.496709633171265,2.401527069640108,3.73688560368608,0.9921286722039622,Iris-versicolor
+16,5.907227167306319,3.19849911521468,4.813009114656845,1.7921886441226031,Iris-versicolor
+17,5.105210858691453,3.2988448298736333,1.6990796925970306,0.5422475407271453,Iris-setosa
+18,5.108580821724644,3.763105773841686,1.6035287767938333,0.2,Iris-setosa
+19,5.382104524297728,3.90392684759808,1.3014928192004718,0.38479648688998613,Iris-setosa
+20,6.809099131129375,3.003494312915579,5.506101354456261,2.102066861109133,Iris-virginica
+21,6.156989982824093,3.026341721971814,4.612191396980291,1.405507542047134,Iris-versicolor
+22,6.315256109917604,2.482212499901444,5.009598636751158,1.8932645361968397,Iris-virginica
+23,5.009287727634915,3.2008102019528404,1.2197008478674778,0.2,Iris-setosa
+24,5.968059119741206,2.70495304994269,5.076640603986496,1.5689705323986713,Iris-versicolor
+25,4.6093332054765614,3.2188339919470614,1.4005516290235287,0.2,Iris-setosa
+26,4.58732189656727,3.4041583126516697,1.3801546842763575,0.29432892951610856,Iris-setosa
+27,6.630956623097638,3.023597634679683,4.3882715688717395,1.4029099706375494,Iris-versicolor
+28,4.400000500040306,3.204688480530011,1.29931773677224,0.2,Iris-setosa
+29,5.633269769322665,2.715551068880434,4.20349142750128,1.3080942896129535,Iris-versicolor
+30,5.741127718513718,2.589198913756718,5.022599644414063,2.0721627172782124,Iris-virginica
+31,6.288601515743933,2.694725503506225,5.016846737051534,1.833363442294677,Iris-virginica
+32,5.003416967129223,3.596957950917278,1.3912380671977498,0.2,Iris-setosa
+33,5.104178502775957,3.315222120875776,1.6756083016921923,0.49068287017742346,Iris-setosa
+34,5.151834272530618,3.356405986863037,1.361528554771462,0.2,Iris-setosa
+35,5.409277378455845,3.386895049715207,1.9282932356781863,0.2,Iris-setosa
+36,6.675701520470415,3.2980960750818578,5.6919007130121715,2.064554188067382,Iris-virginica
+37,6.476741104559069,2.9102249099554958,4.309568458514171,1.3127351900500235,Iris-versicolor
+38,7.7,2.7980957008281546,6.7,1.9911943556407052,Iris-virginica
+39,5.508262312064165,4.182503719529985,1.4004468262212169,0.2,Iris-setosa
+40,5.993604518675651,2.698752455235504,5.0935717394703195,1.60586435548023,Iris-versicolor
+41,5.154457020734739,3.4502219972930566,1.5057639190970267,0.2,Iris-setosa
+42,5.615877500490881,2.993900001847385,4.109588940000509,1.3060777679853683,Iris-versicolor
+43,5.361644381036317,2.9958022220878684,4.433709386947638,1.4977910687988187,Iris-versicolor
+44,6.458909481314837,2.9141290088953737,4.277561281817546,1.3425662619380552,Iris-versicolor
+45,5.072019064109568,2.4917412509918844,2.774968144067219,1.0982095253427662,Iris-versicolor
+46,6.572974667935862,2.979872175164805,4.4057300963576225,1.3977276513790724,Iris-versicolor
+47,5.60413413193271,3.0031960360553556,4.125160594473649,1.298394105130842,Iris-versicolor
+48,5.126544901910258,3.4490816174163736,1.5188548040387857,0.2,Iris-setosa
+49,5.0800418235635005,3.7680103363276722,1.6198907519363486,0.4227324396015346,Iris-setosa
+50,5.603210747266905,2.745741016185717,4.170361525543788,1.299692020510497,Iris-versicolor
+51,5.012540954475184,3.304308445852488,1.3793750682025956,0.2,Iris-setosa
+52,7.699998427658702,2.800264462554836,6.699998398899678,1.9977552681029243,Iris-virginica
+53,5.079705104588636,3.3928206101404035,1.5027596715461797,0.2,Iris-setosa
+54,6.256966734121824,2.7636633308874967,5.219965116952212,1.4471369339831668,Iris-virginica
+55,5.499210024185965,4.146600455465716,1.39702552806127,0.2,Iris-setosa
+56,6.790469647271674,2.99962944810231,5.503580349721097,2.0870548276936796,Iris-virginica
+57,6.6948510008157385,3.1155144841341067,4.393822085734933,1.3994516101963197,Iris-versicolor
+58,6.2994423649363425,3.4165073910382366,5.624017282399634,2.399130590849269,Iris-virginica
+59,7.1335973325473505,2.9872070783178017,5.963608610520684,2.0764260699139006,Iris-virginica
+60,4.909225486083321,3.10285516198932,1.4930576074880153,0.1,Iris-setosa
+61,5.185895656382171,2.6544229195603366,3.6664712380993807,1.3542910018632168,Iris-versicolor
+62,6.427367194243702,2.9115454714709585,4.284141199016322,1.2964984920564466,Iris-versicolor
+63,5.487143245125718,3.016749582495407,4.53510335959349,1.5021566431191273,Iris-versicolor
+64,5.068284190245533,3.3943891617369317,1.5141222997447283,0.2,Iris-setosa
+65,5.177227943743172,3.4598633708029976,1.4977404650681427,0.2,Iris-setosa
+66,6.277298516419712,2.490489080410597,4.89484833749977,1.4893357408273509,Iris-versicolor
+67,5.203313958900381,3.505739323672658,1.4963528644544275,0.2,Iris-setosa
+68,5.512507129350085,2.591930387206708,4.436058698183807,1.2199699756438869,Iris-versicolor
+69,5.923782125354137,3.2138212803370343,4.80979640637313,1.793009179836592,Iris-versicolor
+70,6.735035845337448,3.004936284421867,5.01000089435155,1.7005825127505612,Iris-versicolor
+71,5.474939491645015,4.1924425908830765,1.398653828547946,0.2,Iris-setosa
+72,5.498709977272735,4.190250246356204,1.3863936788636422,0.2,Iris-setosa
+73,5.204079261578402,2.6985490878287237,3.94413294464818,1.4022338294061036,Iris-versicolor
+74,5.126928020288282,3.4956969506636373,1.4006423776608996,0.27660776358898115,Iris-setosa
+75,6.12348062023553,3.0025663770587037,4.61927303245396,1.3872785392993665,Iris-versicolor
+76,5.560173996597863,2.6892056556894377,4.17705648037403,1.2983507508180474,Iris-versicolor
+77,6.312987996349193,2.7062896827926566,4.9040776963478265,1.8067118683436747,Iris-virginica
+78,5.77411528169208,2.629432415220092,5.074911139462209,1.9202642522780855,Iris-virginica
+79,5.3902294848614565,3.0034696196318853,4.471002133329196,1.5046472876180401,Iris-versicolor
+80,5.308715514510391,3.458359607969011,1.6224941066614942,0.2,Iris-setosa
+81,4.400000706063788,2.9158983236681153,1.3723186509674148,0.2,Iris-setosa
+82,4.904043517183465,2.400791636156859,3.2473057445014497,1.0428125744994987,Iris-versicolor
+83,5.122625667308366,2.4906471483849546,3.084420239632766,1.064759786418354,Iris-versicolor
+84,5.157119167026536,3.4304719911085333,1.521960692120203,0.2,Iris-setosa
+85,4.598837953260212,3.59055137413017,1.0,0.2,Iris-setosa
+86,5.955223682963693,3.2888990897652612,4.678147398425712,1.7112709556264096,Iris-versicolor
+87,6.289112737650597,2.304433845352862,4.355822785839545,1.2881874451175301,Iris-versicolor
+88,5.054543880596964,3.4989790510601164,1.3416119661601553,0.3019461455833671,Iris-setosa
+89,6.410533735880695,2.9577959160064253,5.511723835595659,1.793831996193722,Iris-virginica
+90,6.001853227115522,2.99864069569335,4.77715839248981,1.7915562774437055,Iris-virginica
+91,5.904415088090813,3.2033559552645823,4.790150221916298,1.8050392544904523,Iris-versicolor
+92,5.50863228160077,2.607098244459933,4.416723072603113,1.2236034969619771,Iris-versicolor
+93,4.9012304071582316,2.405853467869652,3.2153261449026864,1.0059648559932666,Iris-versicolor
+94,6.946712478867205,3.199100807781609,5.716270430856299,2.2939913039187307,Iris-virginica
+95,6.735057347855747,3.2638190801000455,5.6745485427308715,2.177800615790996,Iris-virginica
+96,6.706928514891867,3.019730069179003,4.9888740359104125,1.6974494953320782,Iris-versicolor
+97,6.315577451307357,3.388081703745496,5.619258416700622,2.4002182968082506,Iris-virginica
+98,4.497604643530937,2.3027177754858936,1.296448729136932,0.2946964697571481,Iris-setosa
+99,5.9719483441158,2.2,4.9758184253071365,1.4750329655755658,Iris-virginica
+100,6.386028946985685,3.107703249217213,5.515965146853974,1.8101892758885416,Iris-virginica
+101,4.613787138683133,3.3979505050329215,1.4012215241621164,0.2886463062587502,Iris-setosa
+102,5.805602152150336,2.7814763027470155,5.137681644790342,2.3993220511321205,Iris-virginica
+103,5.27823984341272,3.615999612055968,1.5053849846928407,0.2,Iris-setosa
+104,5.099802677495775,2.5049281097447453,2.881320147437552,1.1209061667523825,Iris-versicolor
+105,5.424591243001737,3.905067678805305,1.300343123294034,0.40437268435873763,Iris-setosa
+106,6.398611308549517,2.937373014167356,5.549750253220395,1.7958263925814415,Iris-virginica
+107,5.688653749734549,3.003319310953704,4.528854216474109,1.5086134721564384,Iris-versicolor
+108,7.3285555804787155,2.896001416493716,6.335085452159546,1.8020999522355345,Iris-virginica
+109,4.955984773761609,3.1132111718858475,1.3081344308804026,0.2,Iris-setosa
+110,6.670293443813897,3.2809510632278576,5.653819760435124,2.4999995261242107,Iris-virginica
+111,5.201196989251659,3.5796678792535506,1.4404667918891354,0.2,Iris-setosa
+112,6.383172993929634,2.7190223719119815,5.34684244310111,1.9201092969567246,Iris-virginica
+113,5.108450570711602,3.395535467911232,1.4998905818617763,0.2,Iris-setosa
+114,4.998074965147001,3.223361779773016,1.235877531341186,0.2,Iris-setosa
+115,5.008232054802756,3.608077825433932,1.4005119491981262,0.2,Iris-setosa
+116,7.3002626758104965,2.8995132421152268,6.305676058010747,1.7899385772873788,Iris-virginica
+117,6.090613971772517,2.60305157335794,5.59393586168495,1.3993115941105263,Iris-virginica
+118,5.3182378531046055,3.3928087378689233,1.6422928385609168,0.2,Iris-setosa
+119,5.431083842944122,4.060790720473328,1.4458040379322663,0.2,Iris-setosa

iris/tab_ddpm/1/12/test.csv

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

iris/tab_ddpm/1/12/train.csv

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

iris/tab_ddpm/1/12/val.csv

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

iris/tab_ddpm/1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.692318684329212,2.474193788025785,4.981396837023803,1.9933028669862543,Iris-virginica
+1,5.976207357637725,3.275978445297058,4.486218542157977,1.543540204171534,Iris-versicolor
+2,4.621269754356351,3.1989378589452038,1.4032768726934286,0.2,Iris-setosa
+3,5.793802266976367,2.709833924889596,5.11221464905623,1.895917467709085,Iris-virginica
+4,5.6657857169620796,2.4740644590020993,5.007146419188448,2.024107895159465,Iris-virginica
+5,6.306767036234712,2.495544923594019,4.881361006348412,1.4920494664649147,Iris-versicolor
+6,5.000642197075329,3.6021035889771613,1.3968856361360307,0.2,Iris-setosa
+7,5.4417773348176075,3.8870110088780074,1.3128719279287573,0.39497165166368076,Iris-setosa
+8,4.505255975929157,2.2953502098482486,1.2923093003151345,0.2787173994414275,Iris-setosa
+9,5.996385403842644,2.20000031735127,5.016767982308594,1.4943467722995138,Iris-virginica
+10,6.445832485012177,3.0473806061178492,5.500440258696889,1.8001547583333852,Iris-virginica
+11,4.907687055843235,3.0970661924412624,1.4994379079923907,0.10000009765293204,Iris-setosa
+12,7.699998974076637,2.7889159826337244,6.7,1.9844409820482702,Iris-virginica
+13,5.2000024267051685,3.5177927847160335,1.4967169420614654,0.2,Iris-setosa
+14,6.295997107408428,2.2984963439130524,4.401515435078175,1.2928099914587121,Iris-versicolor
+15,5.137070966741322,3.3584195481260126,1.3968015933598563,0.2,Iris-setosa
+16,5.9742807840233425,2.2000002833754047,4.993263086695011,1.5055878754539802,Iris-virginica
+17,5.987899521541429,3.003554275196939,4.759808232391279,1.7860088606174591,Iris-virginica
+18,4.4,3.1969443589637416,1.2929252619075866,0.2,Iris-setosa
+19,7.699998942384363,2.815538674445291,6.699998599728438,1.9881404277808414,Iris-virginica
+20,6.875107790121522,3.213223353762689,5.691819327544816,2.2907462859895436,Iris-virginica
+21,5.207440081091079,3.4164784678331372,1.3943805551364106,0.2,Iris-setosa
+22,4.606592654553433,3.1984230033816288,1.4004982080545991,0.2,Iris-setosa
+23,6.6790532827405835,3.1244465393286367,4.431981464296853,1.4084360760936665,Iris-versicolor
+24,5.124211178418101,3.505446340930999,1.3931589314492236,0.28600417506905834,Iris-setosa
+25,5.095073839560535,3.3038480535143617,1.6957074156003997,0.5073425784482383,Iris-setosa
+26,5.788612166953387,2.792841591796146,5.103160681311493,2.398989168678229,Iris-virginica
+27,5.198719298087812,2.6964490332210285,3.7025281245290937,1.4036464217675788,Iris-versicolor
+28,5.799206280919216,2.6996372376677464,5.09256082959416,1.9047050867634197,Iris-virginica
+29,7.352944131320326,2.9031287247150317,6.321118934805235,1.8016850835183642,Iris-virginica
+30,6.276308105159651,2.6971946074979387,4.907088393540439,1.807151236568936,Iris-virginica
+31,5.379044881939984,3.9350748163220106,1.2980277281387027,0.4698918608101581,Iris-setosa
+32,6.0423593761179815,2.7484886164093245,5.101224117524056,1.6395781771596938,Iris-versicolor
+33,7.7,2.7948217095603427,6.699998901752626,1.9846009677797583,Iris-virginica
+34,7.6999986679007595,2.818386653848846,6.699998976471413,1.9994101085402693,Iris-virginica
+35,4.8647163694799875,2.9986776200525074,1.3902696804816286,0.2,Iris-setosa
+36,5.312522367235583,3.7213781226342837,1.499435482168086,0.2,Iris-setosa
+37,6.673295349466414,3.290829503779345,5.654115203217951,2.4999990053406558,Iris-virginica
+38,6.010189363832963,3.387735944602088,4.516496950589646,1.6099690992166515,Iris-versicolor
+39,5.794653622500895,2.7190119813137628,5.094373144740681,1.8977684522505756,Iris-virginica
+40,4.983862244930917,3.4402466712971513,1.3000884514968853,0.21568726451425357,Iris-setosa
+41,5.104547585022027,3.7328744621389207,1.5590897265064156,0.4248148565517387,Iris-setosa
+42,5.041603933718902,3.3103990811801562,1.4028907392174537,0.2,Iris-setosa
+43,6.299561998704299,2.9046737638141873,5.62756052492685,1.7939769345819878,Iris-virginica
+44,4.493416399013735,2.2977719818386646,1.287297375621616,0.30268542154796163,Iris-setosa
+45,4.400000582777708,3.1804154147557737,1.3068191357721717,0.2,Iris-setosa
+46,6.123169160243348,2.602075202276157,5.6054434414270595,1.4018262449621355,Iris-virginica
+47,5.201263001183188,3.390824264596954,1.3934488083800298,0.2,Iris-setosa
+48,6.410414347854204,3.097605634982219,5.492029068822535,1.804882612750418,Iris-virginica
+49,4.603508575070501,3.3999107897854297,1.401211991598936,0.2790177171045618,Iris-setosa
+50,5.507270290142763,4.196054330143303,1.40092328622891,0.2,Iris-setosa
+51,5.897413819362284,3.0086116786457455,5.0910030437279,1.7881208011174494,Iris-virginica
+52,4.952174372196782,2.421233952467727,3.2929627529635104,1.016196710438821,Iris-versicolor
+53,5.357475692730176,3.427563137277961,1.6874689009316093,0.2,Iris-setosa
+54,6.40095665735031,2.700182950307468,5.327613987941676,1.9079449792490706,Iris-virginica
+55,6.324458255106377,3.4083474510166223,5.592874974094738,2.396110180916799,Iris-virginica
+56,5.901032709319873,3.0000990495719666,4.1953607817327345,1.4986351273192853,Iris-versicolor
+57,5.791964274126979,2.688593176097198,5.108811120730544,1.9048701801245649,Iris-virginica
+58,6.411367107794918,3.100681245073152,5.488366153406358,1.796893336642036,Iris-virginica
+59,5.104945815777466,3.309788911548535,1.8031169546011843,0.5018195434464822,Iris-setosa
+60,5.80285477259193,2.6982656508764458,5.102974396951242,1.8969114853826086,Iris-virginica
+61,6.409933542961734,3.099408629327394,5.5060754828146505,1.798237546218855,Iris-virginica
+62,5.9842049115243245,2.2000002987745906,4.986381570909453,1.500266050582639,Iris-virginica
+63,5.006371692393185,3.5972942045728082,1.4009904318437187,0.2,Iris-setosa
+64,7.2677968488443305,2.895501709866582,6.285085220697668,1.7882260197951552,Iris-virginica
+65,5.104516486972731,3.794220214920924,1.61085200476201,0.2,Iris-setosa
+66,6.99231088212953,2.9942239642046733,5.706694622706447,2.128736040263765,Iris-virginica
+67,4.4,2.903950275397147,1.4012637857633505,0.2,Iris-setosa
+68,5.71899502995096,4.4,1.5283056354092712,0.5895696406979356,Iris-setosa
+69,5.552392577179234,2.667054014244696,4.213531270237683,1.2866978723666933,Iris-versicolor
+70,4.500546566292213,2.3095334723737735,1.303309279675018,0.31126732579245964,Iris-setosa
+71,5.708115519488039,2.499783844845319,4.995688574504417,1.9972481118911825,Iris-virginica
+72,5.002126578551719,3.291412811190823,1.3997038708223457,0.2,Iris-setosa
+73,5.737602547980167,4.4,1.497913387779542,0.3755637582188625,Iris-setosa
+74,4.876122794040889,2.971441743189362,1.3904306397646142,0.2,Iris-setosa
+75,7.7,2.788283946768426,6.699998871449702,1.9977813444771355,Iris-virginica
+76,4.581346854661121,3.3960021912250706,1.3906876199034222,0.3023299309561439,Iris-setosa
+77,4.596333504706508,3.1985626480237612,1.402646580210975,0.2,Iris-setosa
+78,6.307896036757109,2.4966810249782583,4.911921100423941,1.5038227209304689,Iris-versicolor
+79,6.327619074339494,3.425479974346781,5.596213951886119,2.396102548111988,Iris-virginica
+80,6.021890662382619,2.2,4.990987544441936,1.5072763816589236,Iris-virginica
+81,5.1730462032437545,3.435379706361012,1.4434511433733248,0.2,Iris-setosa
+82,4.992584097660626,3.197566407705264,1.1954527562863606,0.2,Iris-setosa
+83,5.195720982263121,2.6793701156469356,4.011764208295198,1.3961401607479367,Iris-versicolor
+84,6.692363717037951,3.291361157429803,5.682429497933343,2.4999994739586855,Iris-virginica
+85,6.84711199080875,2.9915799624639594,5.529122023078456,2.0977637592330978,Iris-virginica
+86,5.0325725664007175,3.4962893040023575,1.3569956170275101,0.28474481346168756,Iris-setosa
+87,6.307614364872933,2.8179203238705366,5.132975455165231,1.5109200313144175,Iris-virginica
+88,6.826298932215386,3.0083948500824116,5.528317077115737,2.1426912135343175,Iris-virginica
+89,5.804198512009241,2.8030610747146656,5.098163769649198,2.4041957496173896,Iris-virginica
+90,6.09688938864003,3.0021538854786542,4.6152960809303645,1.3959510282420642,Iris-versicolor
+91,6.3100668785487795,2.702728763736935,4.9260605727926405,1.7866780747001196,Iris-virginica
+92,6.45277475087096,3.018504143925015,5.492376960850941,1.7940931164780052,Iris-virginica
+93,7.7,2.8428651271567698,6.7,1.992712145744448,Iris-virginica
+94,4.898134749166839,3.124185161223145,1.4951201523422257,0.1,Iris-setosa
+95,7.7,2.8153638533025633,6.7,2.0042957671990833,Iris-virginica
+96,7.7,2.8198012640153203,6.7,2.040805031059993,Iris-virginica
+97,6.446452786458048,3.0809710554105516,5.512700114098695,1.8049194107092386,Iris-virginica
+98,4.902910707992005,2.401575294458091,3.244225669362928,1.024117465754005,Iris-versicolor
+99,7.7,2.850166088884044,6.7,1.998390700508724,Iris-virginica
+100,5.809802528009982,2.8211625034704575,5.111725683985953,2.4017474560776977,Iris-virginica
+101,6.002928007783275,3.404626177963633,4.524442126246997,1.5968452790471899,Iris-versicolor
+102,6.903121363709867,3.198582309507079,5.67997671176027,2.2957114016339077,Iris-virginica
+103,5.993862393852982,3.408108491866214,4.489195588269612,1.599075241024449,Iris-versicolor
+104,7.2700520357829355,2.9467430015307663,6.181091040684366,1.9031995290238597,Iris-virginica
+105,4.998671079371836,3.2080008797036115,1.204481432491571,0.2,Iris-setosa
+106,7.105797023447531,3.0103083952057577,5.853398477508944,2.1095104901063695,Iris-virginica
+107,4.614187800534357,3.4001743291202224,1.4041019489678064,0.3037250884459535,Iris-setosa
+108,6.431500800585797,2.699460808698032,5.357792702734352,1.9049855249683603,Iris-virginica
+109,5.915941292951989,3.000021932412202,4.1474155051196675,1.513062182689881,Iris-versicolor
+110,5.775407718788748,2.796795176165392,5.124942038088954,2.4118836659226837,Iris-virginica
+111,6.382492402682411,2.6751419847480977,5.232301983950102,1.9090373337860225,Iris-virginica
+112,5.61567767693603,3.0052385695575206,4.088381960535418,1.31408957136212,Iris-versicolor
+113,5.594413131004313,2.9957899498719023,4.099308020550341,1.274893506304325,Iris-versicolor
+114,4.889269610776177,3.4615359122193308,1.6186522854482641,0.2,Iris-setosa
+115,5.097860385817743,3.5069182872530287,1.38841359020086,0.3002680563804825,Iris-setosa
+116,5.4384888913046,3.407020538599203,2.0357305300312336,0.2,Iris-setosa
+117,7.7,2.800200482195807,6.7,1.9775522446531246,Iris-virginica
+118,5.045030871257823,3.50431211908987,1.3647028853958756,0.301528071942342,Iris-setosa
+119,6.342455031444955,2.7857405423429746,5.103320355811628,1.493430380729292,Iris-virginica

iris/tab_ddpm/1/13/test.csv

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

iris/tab_ddpm/1/13/train.csv

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

iris/tab_ddpm/1/13/val.csv

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

iris/tab_ddpm/1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.505167176262413,2.403913946784904,3.7127313454985833,1.0326591703515402,Iris-versicolor
+1,6.423727450523598,2.9129233427764833,4.3112418875661636,1.3082808912414212,Iris-versicolor
+2,6.078957836902615,2.583174832582141,4.989405044624884,1.5204302678080217,Iris-versicolor
+3,4.93445071083483,2.4115905124463315,2.976540270454745,1.0414038988039778,Iris-versicolor
+4,4.593851288695334,3.395314070453148,1.376865232054497,0.3047031563506083,Iris-setosa
+5,4.604088708492502,3.6095913963302,1.0,0.2,Iris-setosa
+6,6.447439578395922,3.0478757223661,5.510876927266796,1.8010548642206794,Iris-virginica
+7,6.323554001106139,2.8003111670352605,5.102762463936532,1.5053993003976174,Iris-virginica
+8,4.981717153955439,3.3166134935680427,1.4012018220200537,0.2,Iris-setosa
+9,5.002887167260205,3.3155630657044806,1.4006590645747101,0.2,Iris-setosa
+10,6.007243836181007,2.692897241804273,5.100969472426841,1.6085016015517346,Iris-versicolor
+11,6.307693940712216,2.714406171198249,4.913725088920037,1.7747046915899287,Iris-virginica
+12,6.053703809040625,2.9987016278157808,4.549737780826195,1.3856319227073688,Iris-versicolor
+13,5.191470129918055,3.4972717971728358,1.498697306874939,0.2,Iris-setosa
+14,5.504537167794826,2.4094910358084434,3.7965090991520505,0.9951144627161059,Iris-versicolor
+15,4.4,2.8992115468189454,1.3967597945008814,0.2,Iris-setosa
+16,6.316706829015173,2.907547271359016,5.586753703458385,1.7940870383367424,Iris-virginica
+17,5.995857176589052,3.4033169292896863,4.4674127788329985,1.5865851428746138,Iris-versicolor
+18,6.017419420123952,3.0082198049388755,4.775068932694381,1.8020132150317163,Iris-virginica
+19,6.307546592832317,2.8888437260221256,5.61203781892647,1.8007030415235947,Iris-virginica
+20,6.710617264579914,3.308914166468866,5.695133849057488,2.0929192033390933,Iris-virginica
+21,4.880787094740118,2.393007119499599,3.2113273456286153,0.949252476126966,Iris-versicolor
+22,5.992554315894197,2.722267682724813,5.004360441024478,1.5122316496689463,Iris-versicolor
+23,6.779982549198607,3.111770898198901,4.411113137597437,1.3969627580282804,Iris-versicolor
+24,5.16000435688709,3.84158374109103,1.9210389373868388,0.44683203425948087,Iris-setosa
+25,6.290140759291947,2.306116022687472,4.421715823844717,1.3001108578732288,Iris-versicolor
+26,6.431437509067332,3.0756283315969055,5.500152829357799,1.8005985510978761,Iris-virginica
+27,6.001754451956382,2.7117133569109795,5.1033742916085725,1.5999115190979183,Iris-versicolor
+28,6.68830264195622,3.300208525201081,5.757794479267619,2.0865584778312063,Iris-virginica
+29,6.102404463509631,3.0014056049174362,4.61744798606993,1.3935566927537104,Iris-versicolor
+30,5.880932752092247,3.004671871488316,4.200240977698432,1.5001492380479855,Iris-versicolor
+31,6.04150614568444,2.200000294061128,5.021467827075908,1.5053507413961509,Iris-virginica
+32,5.749443659708614,2.5938515632888186,5.053209257458031,1.9508856844976767,Iris-virginica
+33,6.52665807036737,2.9920971543734503,5.4341339493913665,1.8030869357692203,Iris-virginica
+34,4.60390500801792,3.215118578319027,1.3933910734012938,0.2,Iris-setosa
+35,6.322425448625112,2.295269347703618,4.3925433652847685,1.295633386898928,Iris-versicolor
+36,6.223758557816696,3.281653230421391,4.512564491129334,1.532767473186625,Iris-versicolor
+37,5.102069829013846,3.6016461401622,1.4630084823893441,0.3855377489584262,Iris-setosa
+38,6.899799542980057,3.205301573371032,5.689135713118788,2.2994106431255212,Iris-virginica
+39,6.71658697058051,2.9969015034971043,5.5038627398232505,2.1315746056053313,Iris-virginica
+40,5.106969118997984,3.335059430239118,1.3719449682341096,0.2,Iris-setosa
+41,6.127201422698564,2.634143442002561,5.577270069331937,1.437295479973722,Iris-virginica
+42,5.090890280935902,3.689231463535462,1.622935086278865,0.2,Iris-setosa
+43,5.9587543707347725,2.2,5.011035225757359,1.497253869599741,Iris-virginica
+44,5.4032754006318955,3.896160117003186,1.697401308955341,0.393648877050073,Iris-setosa
+45,5.50936247529201,2.6055590268057034,4.419385109799682,1.1695600737327099,Iris-versicolor
+46,5.527843680400901,2.6143570507965124,4.394543998601153,1.2558760697816513,Iris-versicolor
+47,6.313053004876331,2.9021871469125906,5.595753350147924,1.7850452431752573,Iris-virginica
+48,6.289050135525152,2.493306075944513,5.006662496814792,1.8926991486024172,Iris-virginica
+49,6.290667239969686,2.2959770023891943,4.392482632846548,1.3064665933947122,Iris-versicolor
+50,4.994943354361895,3.589525583327824,1.3987248934906085,0.2,Iris-setosa
+51,4.946325473253925,3.52131848028745,1.3257320763001328,0.3001010795897827,Iris-setosa
+52,4.4,2.9063495754400206,1.4097682564294032,0.2,Iris-setosa
+53,6.639265098802938,3.0275379629781387,4.381302050785482,1.4000949370623037,Iris-versicolor
+54,4.998540466885331,3.643024316827068,1.4017921308413916,0.2,Iris-setosa
+55,5.662971023951235,4.399999192159937,1.5155562975485646,0.39844044716845906,Iris-setosa
+56,5.477657237657631,2.5990319626084464,4.398284401355968,1.1212757863621632,Iris-versicolor
+57,5.799303966334826,2.797765022017747,5.115899193190907,2.4087510059418973,Iris-virginica
+58,4.988764096632566,3.294738279955794,1.4025297361556293,0.2,Iris-setosa
+59,5.383644944286143,3.902681383978645,1.8588241848721774,0.3951216563757467,Iris-setosa
+60,7.699998325690175,2.789853135864853,6.699998187612606,1.9765794041603078,Iris-virginica
+61,6.0077308387262764,3.0033558770611157,4.803744321494603,1.8020199798758698,Iris-virginica
+62,6.678054557284222,3.0965803756582897,4.407332640982609,1.395869333878108,Iris-versicolor
+63,5.4482742699890805,2.983590461539768,4.4556338941416,1.4986990280831196,Iris-versicolor
+64,5.905581804782464,3.2075980173578444,4.773532351844922,1.8099479354878625,Iris-versicolor
+65,5.494662151317433,2.5937855577240523,4.35760362184931,1.1882091540645163,Iris-versicolor
+66,5.789648676982402,2.7112410465855836,5.088400076099519,1.9002499438091205,Iris-virginica
+67,6.734411535567127,3.2981189326097287,5.744583243440387,2.104040665507874,Iris-virginica
+68,5.4849496348017865,2.4033642956501113,3.7291413917230862,1.1024386431895383,Iris-versicolor
+69,5.6130817851404595,2.680052340492077,4.208801857789384,1.2992721760841681,Iris-versicolor
+70,6.695039420096409,3.3001835405527835,5.658406097637457,2.0997896185002536,Iris-virginica
+71,5.491468112955165,2.39648245805669,3.67909276890484,1.0744827329796802,Iris-versicolor
+72,4.91631716977277,2.4179084702189155,3.346494885673902,1.0554606665438977,Iris-versicolor
+73,5.174300378684606,3.474595168655862,1.5078631212334128,0.2,Iris-setosa
+74,6.94733510567115,3.1934876109255823,5.694636572001445,2.2982978199993096,Iris-virginica
+75,4.603714517845505,3.2043017928774766,1.386796654620213,0.2,Iris-setosa
+76,4.8624643307814885,2.9671688054600405,1.4034798232021426,0.2,Iris-setosa
+77,5.001968159011625,3.500178889152894,1.308043290828817,0.3020550274559253,Iris-setosa
+78,4.4,2.9066085799465045,1.4017324530010453,0.2,Iris-setosa
+79,7.699998988476203,2.7834608332210586,6.699999006707993,1.99367835071169,Iris-virginica
+80,5.101803229796559,3.837655549672327,1.5967790628025962,0.2,Iris-setosa
+81,4.5879620962080665,3.603302349934311,1.0,0.2,Iris-setosa
+82,5.007594979350381,3.4994246044922974,1.2982509440876069,0.29239055004708103,Iris-setosa
+83,5.9123561442881805,2.9972150149494516,5.096524112359458,1.802103357208343,Iris-virginica
+84,5.108862051749941,3.8009135444437305,2.134832290396879,0.42409455239958666,Iris-setosa
+85,6.155798764171785,3.3314420442787487,4.514245231883011,1.5593512454383571,Iris-versicolor
+86,5.988393891458981,2.708359375563975,5.086333365201288,1.5983027287388722,Iris-versicolor
+87,5.216681340335696,3.441262408614344,1.4001301007779798,0.2,Iris-setosa
+88,4.4,2.901649840307096,1.4075018583754617,0.2,Iris-setosa
+89,5.079245603175634,3.5043129587168624,1.3657167045424639,0.3241817613545973,Iris-setosa
+90,5.7659934283692325,2.577378085826998,5.021133124005846,1.9593310432512976,Iris-virginica
+91,6.265401324460541,3.4012665847388566,5.594349252753198,2.3957537260035324,Iris-virginica
+92,5.4689564098379595,2.512279766794262,4.069612679598593,1.1739200586864211,Iris-versicolor
+93,4.993047207418726,3.5024984266383763,1.3093856202053382,0.284568280897922,Iris-setosa
+94,6.115871108326336,3.009755461094617,4.605204286683352,1.4129124231621464,Iris-versicolor
+95,5.121540701876759,3.8167269190811606,1.6026041984897177,0.3906618571094189,Iris-setosa
+96,6.337122144785533,2.2940268209100916,4.419282272818097,1.2911179288710055,Iris-versicolor
+97,5.896248322068393,3.0088885491854187,5.110647098319688,1.798512438353335,Iris-virginica
+98,5.996572522653463,2.700692918830429,5.1122930120816035,1.600156127294107,Iris-versicolor
+99,6.305649332581823,2.7963392225709534,5.118126547288684,1.4921324695781446,Iris-virginica
+100,4.9071778141290405,3.11300194714359,1.5190255882477004,0.1,Iris-setosa
+101,5.105426639380473,3.799679397946533,2.056563851914579,0.39656973204351303,Iris-setosa
+102,5.177981667991066,3.3866595495958562,1.4016258668819912,0.2,Iris-setosa
+103,6.001289046256118,3.3674531763937994,4.534567461590155,1.6034528956613083,Iris-versicolor
+104,7.699998146450592,2.8011702311420192,6.699997693777546,2.0097159507740328,Iris-virginica
+105,6.792876994646555,3.0011151856453164,5.473765666254518,2.099003173244726,Iris-virginica
+106,4.400000527197038,2.8970580513078756,1.3707177724591184,0.2,Iris-setosa
+107,5.028640066795354,3.5684544740285316,1.4127330155188027,0.2,Iris-setosa
+108,5.2104670078057636,2.6870905807529772,3.877942930953896,1.3964998465717018,Iris-versicolor
+109,5.980231426642977,3.379502382614539,4.502214158320101,1.61091635581689,Iris-versicolor
+110,5.67946670985662,2.964884246441938,4.1192653951798075,1.3030885664696352,Iris-versicolor
+111,6.295080807463707,2.894099379145838,5.689658735014527,1.8156936259643712,Iris-virginica
+112,6.423620132315635,2.7189538676664835,5.324597523017695,1.8967606794209275,Iris-virginica
+113,4.832833128921924,3.470693315441717,1.349602063760049,0.272571446602137,Iris-setosa
+114,4.596285736886163,3.604049493497677,1.0,0.2,Iris-setosa
+115,5.173253549828907,2.683026353863325,3.8421894454302343,1.405620189117727,Iris-versicolor
+116,4.6216457535485675,3.4058374707540415,1.4013712171527286,0.3011129442520317,Iris-setosa
+117,4.982185858568224,3.5990385934666516,1.3826936990559895,0.2,Iris-setosa
+118,6.4603375436286425,3.029321092946469,5.474721031364821,1.8087130892307999,Iris-virginica
+119,6.677701148464197,3.267041370977027,5.606484714124124,2.5,Iris-virginica

iris/tab_ddpm/1/14/test.csv

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

iris/tab_ddpm/1/14/train.csv

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

iris/tab_ddpm/1/14/val.csv

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

iris/tab_ddpm/1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.621354220005936,2.9980290222533634,4.125959207181782,1.3023375623075215,Iris-versicolor
+1,6.378888925007663,2.89674531747328,4.270691885422605,1.2942076899103199,Iris-versicolor
+2,4.809040579255492,3.3966886922995587,1.5967948561320513,0.2,Iris-setosa
+3,4.904384979614381,2.405796256136554,3.396703246793928,0.9072855807727123,Iris-versicolor
+4,4.596002365939636,3.192316496595796,1.388566065428064,0.2,Iris-setosa
+5,5.5693492976230665,2.6724856409140822,4.238934824612651,1.2901769662016256,Iris-versicolor
+6,5.87605995849513,3.005726460972317,4.2036196354033954,1.5057379001632694,Iris-versicolor
+7,6.287149557963851,2.299921733756306,4.37978114228688,1.3030839982424676,Iris-versicolor
+8,7.043460598355417,3.002794573109225,5.819893880824722,2.0860882308929303,Iris-virginica
+9,7.29770921868605,2.899049836416875,6.312995707968356,1.7939778175777614,Iris-virginica
+10,5.1141717773766455,3.7896329311675188,1.6951038598604473,0.46242796421574023,Iris-setosa
+11,6.279093661582895,2.705855136999172,4.871160584139089,1.7960325898320242,Iris-virginica
+12,4.874051045048151,3.0986711206839503,1.4934503025771373,0.1,Iris-setosa
+13,6.872749055730908,3.2000197824746266,5.735817889521366,2.2629070993445612,Iris-virginica
+14,7.6999990735730925,2.782302461104244,6.7,1.9861784542660716,Iris-virginica
+15,5.003786685841047,3.60749593085078,1.3830571598536368,0.2,Iris-setosa
+16,5.471652670247632,2.4066635347952543,3.568915267916603,0.9871942930111416,Iris-versicolor
+17,5.630407535241378,2.7142070839843773,4.15448772168547,1.309269184567449,Iris-versicolor
+18,6.298584471547964,2.742469769687063,5.270638316000426,1.5029373119618514,Iris-virginica
+19,5.419743612661384,3.8969519789396427,1.3018692230275772,0.41560469962025476,Iris-setosa
+20,5.381164374291997,3.893584277090488,1.9312144139547753,0.48668025963048156,Iris-setosa
+21,5.989121197569273,2.7067425259146973,5.089419087036214,1.5923954715226363,Iris-versicolor
+22,5.632440464839008,2.6915911067583087,4.190636986288942,1.3086613282697468,Iris-versicolor
+23,6.697178917870029,2.996422204178505,5.007908106631201,1.6982334789370954,Iris-versicolor
+24,6.302205031582999,2.6743225473282966,4.907918058105087,1.8026121669406396,Iris-virginica
+25,5.498980990064211,2.3932061483750315,3.5814956870339882,1.1139607612728546,Iris-versicolor
+26,4.790144850027908,3.396497944548435,1.6069362666472666,0.2,Iris-setosa
+27,5.964230095498596,3.3254165257992665,4.61289659565784,1.6574070901878413,Iris-versicolor
+28,6.92770059596781,3.1764539995890626,5.709085575408378,2.2877903374215105,Iris-virginica
+29,5.878583320828521,3.206252045268113,4.751097134223527,1.8204678766002291,Iris-versicolor
+30,5.392608448044162,3.8986672618128866,1.6948942112775267,0.38903906487149187,Iris-setosa
+31,4.503334771643996,2.3004358357966392,1.3121528603677932,0.30937718138054593,Iris-setosa
+32,5.493298166295339,4.212503051631183,1.3770965867982181,0.2,Iris-setosa
+33,4.888691700580859,3.1099394041662802,1.4915262523925679,0.10000017092490368,Iris-setosa
+34,6.112577835425852,2.5982281751610223,5.594189680024064,1.4194098275281128,Iris-virginica
+35,4.60260768366448,3.603278969485276,1.0000004580205117,0.2,Iris-setosa
+36,5.055713586906871,3.348989704487347,1.3788050986179017,0.2,Iris-setosa
+37,6.483880837978207,3.0353156095335265,5.514695950857905,1.7815071096454982,Iris-virginica
+38,5.129022310239804,2.5730231824116774,3.407360994173054,1.3270820055975747,Iris-versicolor
+39,6.478680566849757,2.999784800260755,5.494494985250349,1.8043117192625087,Iris-virginica
+40,4.903797767775335,3.004226714015853,1.3809489760185745,0.2,Iris-setosa
+41,4.889713064592213,2.3976401994640537,3.666172119124207,1.0162635786353889,Iris-versicolor
+42,5.99628582208621,3.3729571788553714,4.554498032341691,1.61017695111569,Iris-versicolor
+43,5.820282675443354,2.7191560352222544,5.097758617552153,1.896321079630203,Iris-virginica
+44,6.397530688910862,2.7235190823827486,5.392374115501891,1.8947280520525898,Iris-virginica
+45,7.699998582424793,2.7799057920259997,6.69999849982617,2.000136604247283,Iris-virginica
+46,6.511747371755782,2.9521971698607263,4.362096874585381,1.363273160461616,Iris-versicolor
+47,5.801672386256069,2.803801125270134,5.114697295355313,2.399391457029771,Iris-virginica
+48,6.381823511431807,3.209321757521869,4.496212553169269,1.5042452397839179,Iris-versicolor
+49,5.076443930688299,2.4881056626775293,2.9919338860420153,1.0042819715773503,Iris-versicolor
+50,7.699998646515178,2.818056842834964,6.699998702130136,1.995723142337949,Iris-virginica
+51,4.400000598002624,2.900686373018975,1.404610148807208,0.2,Iris-setosa
+52,5.227779674616068,3.4126483363593656,1.3937352720541631,0.2,Iris-setosa
+53,7.69999898042887,2.8083690836140582,6.7,2.007718851571235,Iris-virginica
+54,5.68066796970502,4.4,1.4880483195068648,0.3830176004797868,Iris-setosa
+55,5.080597396788787,3.500348000014375,1.3634479191020306,0.2944841274617121,Iris-setosa
+56,6.428702713090442,3.20132971486505,4.477492966586081,1.4943069275868244,Iris-versicolor
+57,5.418773735049578,3.392761655009946,1.785099918961651,0.2,Iris-setosa
+58,6.275192514993256,2.505246235787054,4.8735094856181265,1.497593232189172,Iris-versicolor
+59,5.790021688291205,2.8023150517742654,5.0985199376451416,2.4077049355532125,Iris-virginica
+60,6.287919200742357,2.4948701883206765,4.87473844465286,1.4950573613183993,Iris-versicolor
+61,4.997278807110749,3.5966694429120634,1.4003740750130649,0.2,Iris-setosa
+62,5.8002548478710825,2.729944111905219,5.13271193473495,1.8946551443529909,Iris-virginica
+63,6.405746161470012,3.0890884564462255,5.501702285542892,1.803412488119838,Iris-virginica
+64,5.696180639053939,2.4934472770320877,5.010208838909111,2.024099050978794,Iris-virginica
+65,6.293923253778918,2.7867293536301787,5.080708457593693,1.509863693561407,Iris-virginica
+66,7.7,2.789897840962305,6.7,1.995885746537536,Iris-virginica
+67,7.699998645441206,2.7698387392878834,6.699998594810379,1.9905385845092085,Iris-virginica
+68,5.419218897128811,3.385789409687797,1.8580059765939878,0.2,Iris-setosa
+69,6.164188588668866,3.276185882737868,4.573948387879377,1.5685610806823476,Iris-versicolor
+70,6.127118630865473,3.010498458719314,4.560692953024279,1.4043811069284309,Iris-versicolor
+71,6.021958476843009,2.699736068257842,5.1270848954154395,1.6056112100665652,Iris-versicolor
+72,7.7,2.802398364871014,6.7,1.997144829868298,Iris-virginica
+73,6.280530727904623,2.4841159199673277,4.8515075153006615,1.489280731189907,Iris-versicolor
+74,6.7539367364636504,3.297080116967363,5.674808008781897,2.5,Iris-virginica
+75,6.768153921887683,3.3115361572035282,5.681365608144857,2.5,Iris-virginica
+76,4.4,3.215629097415677,1.3002356841418892,0.2,Iris-setosa
+77,6.01002645163355,3.4035436048803027,4.529006127046403,1.6097953388647679,Iris-versicolor
+78,7.699998898291561,2.7796736663283443,6.7,2.030478655165687,Iris-virginica
+79,5.687582144535258,4.39999917064474,1.4920632420556093,0.45203459862385387,Iris-setosa
+80,5.493959230327979,4.2032211337302146,1.4003673129406329,0.2,Iris-setosa
+81,6.405657744716597,2.6969373261576486,5.297231421426472,1.8992404263194371,Iris-virginica
+82,6.473116445511684,3.0017055300339375,5.458629405192059,1.8072353314017866,Iris-virginica
+83,6.301578714651883,2.473871666936275,4.84550428745106,1.4913593129751044,Iris-versicolor
+84,5.470998427645883,3.005807542168781,4.534079624995699,1.5032923624205639,Iris-versicolor
+85,6.336748931225548,3.3933160186784903,5.636264384913013,2.387997644109027,Iris-virginica
+86,6.42391051295776,3.0883919691317487,5.485736634731746,1.8024036652432536,Iris-virginica
+87,5.660871162759911,4.399999067635962,1.4881167188806377,0.3890686148998583,Iris-setosa
+88,7.7,2.793116392353937,6.7,2.0018827732653794,Iris-virginica
+89,6.013429020830246,2.696010092264161,5.113350787104513,1.6007926327395894,Iris-versicolor
+90,5.096692799898112,3.7622093603675757,1.6396403930177292,0.39712656559947135,Iris-setosa
+91,6.482531888260092,3.0030459919287407,5.500290470586001,1.7842107504971936,Iris-virginica
+92,5.414189468724702,3.9137353600926277,1.300620698731387,0.4169431959075871,Iris-setosa
+93,6.305591298735176,2.924713150844539,5.5560412769289815,1.8199354278403044,Iris-virginica
+94,4.603341155458453,3.635355621770003,1.0000004611339448,0.2,Iris-setosa
+95,5.723510107596585,4.3999992826737415,1.5151198098462264,0.3901582876350651,Iris-setosa
+96,5.005105916638214,3.271941190385316,1.366021759699836,0.2,Iris-setosa
+97,5.493933124117922,2.406828247161548,3.7794614137178275,1.1246682857686434,Iris-versicolor
+98,5.711373523216174,4.399999274205139,1.4999376660613093,0.4395710844744719,Iris-setosa
+99,4.604090016751057,3.173335012981179,1.4060158356691257,0.2,Iris-setosa
+100,6.304178224193819,2.5051727870433833,5.0098780223535435,1.892706240893866,Iris-virginica
+101,5.607308664902867,2.686934861285385,4.182115911715202,1.299193440280776,Iris-versicolor
+102,5.115494071026561,3.2922343222119856,1.8008383097316323,0.49948177044654596,Iris-setosa
+103,5.945572135404417,2.723464563769094,5.043059168810467,1.5691060979973084,Iris-versicolor
+104,5.686892418112291,4.399999238936672,1.4986265990391066,0.37863807809893935,Iris-setosa
+105,6.712518749925734,2.997655233867044,5.012267181657885,1.7140784574055292,Iris-versicolor
+106,6.698095914681107,3.280403569037106,5.686974415592829,2.2021307478285532,Iris-virginica
+107,4.58128731619783,3.654848502706385,1.0,0.2,Iris-setosa
+108,5.187372772818315,3.485012747184817,1.4989912562098529,0.2,Iris-setosa
+109,6.7814305122354375,3.226246903067157,5.7558704903619144,2.259016158837646,Iris-virginica
+110,6.396901494106778,2.8863007134760177,4.281278607204857,1.291294857404549,Iris-versicolor
+111,5.806196602659525,2.8167528621117444,5.09554279479626,2.4008891146956923,Iris-virginica
+112,6.280071095802842,2.4952536308754483,4.903480510669109,1.5115829077750473,Iris-versicolor
+113,6.013460262345634,3.417613523417924,4.533202309252931,1.6164011712703867,Iris-versicolor
+114,5.503829631157382,2.4200404569542635,4.08312887555894,0.979357911536103,Iris-versicolor
+115,5.498430091183486,2.388020000068868,3.708599105217993,1.0150302400855287,Iris-versicolor
+116,7.7,2.760217901528737,6.7,2.03619919654264,Iris-virginica
+117,6.110445190278714,2.5975032668595306,5.643331196163769,1.3917241278872114,Iris-virginica
+118,5.115496145858237,3.8204916731868193,1.8528887036645825,0.4406066317192212,Iris-setosa
+119,4.501043646925524,2.30337805798762,1.3144906210626761,0.3017339132131631,Iris-setosa

iris/tab_ddpm/1/15/test.csv

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

iris/tab_ddpm/1/15/train.csv

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

iris/tab_ddpm/1/15/val.csv

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

iris/tab_ddpm/1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.884131024808872,2.9967074181112188,1.3843753953875408,0.2,Iris-setosa
+1,5.455670298998022,3.0024910999706713,4.480603972653929,1.5086490200576916,Iris-versicolor
+2,6.84359236177456,3.009732259119387,5.524027729369071,2.1226067693744053,Iris-virginica
+3,6.697421266536964,3.0560505730402814,4.831411434717723,1.5669511959122426,Iris-versicolor
+4,6.380911083518186,3.061529520751773,5.489271354321061,1.8014506708038434,Iris-virginica
+5,5.784561137521966,2.7124014819655677,5.111967995846167,1.8933750843346195,Iris-virginica
+6,6.680478610657323,3.1020825921255897,4.425323920846825,1.4017212620429864,Iris-versicolor
+7,4.992388295332434,3.375540393423095,1.5188562735510323,0.2,Iris-setosa
+8,4.9271182486243,3.487612557049925,1.310772796608404,0.3258707969906487,Iris-setosa
+9,5.136520612911143,3.421555537544216,1.486864367473407,0.2,Iris-setosa
+10,5.059793791214972,2.4898906650821413,2.825843644616608,1.0300889257865866,Iris-versicolor
+11,6.298821238184157,2.7030568403400137,4.897173685890695,1.7806392732147374,Iris-virginica
+12,6.001085601349223,2.2000003274555953,4.978967618461903,1.4998947544528032,Iris-virginica
+13,5.429031136999266,3.0002814926042047,4.50369166465732,1.4987845189801086,Iris-versicolor
+14,4.968042285448747,2.427964315805525,3.181282461236492,0.9918291612232376,Iris-versicolor
+15,5.040834967055711,3.3156725680524404,1.4025216087685453,0.2,Iris-setosa
+16,5.59759270257189,3.0010611782059726,4.107241464423948,1.3076605673592332,Iris-versicolor
+17,5.7859342537125,2.699771044050948,5.1031253479016785,1.8978996233014447,Iris-virginica
+18,5.597469955927243,2.701730384107952,4.206422754033935,1.3018518279686826,Iris-versicolor
+19,4.4,3.140914111220055,1.3108810992304383,0.2,Iris-setosa
+20,5.4990088301288305,2.3982979513288063,3.6080878722576784,1.083888651928063,Iris-versicolor
+21,4.996268884357021,2.4561896120344007,3.243143619111985,1.0283542606856515,Iris-versicolor
+22,5.104626492939039,3.7800625500169622,1.694014234210531,0.4094719095309592,Iris-setosa
+23,5.802587057558483,2.7079763144106845,5.104877970962735,1.8948945922988982,Iris-virginica
+24,5.3018869416233265,3.734474806670251,1.4957067401389113,0.2,Iris-setosa
+25,5.88843084218348,3.0053750613417507,4.175472719036755,1.4978816793939491,Iris-versicolor
+26,4.4,3.204060637016599,1.2977730825228928,0.2,Iris-setosa
+27,6.702624133072104,3.0987689734135384,4.3957034234434795,1.3988756736471577,Iris-versicolor
+28,5.014652163085885,3.2842708577192834,1.3892566000921356,0.2,Iris-setosa
+29,5.896092950976384,2.9865516835671864,5.124060314490083,1.8185700776329374,Iris-virginica
+30,5.801116554764869,2.709685766799922,5.106439629597955,1.905802971328045,Iris-virginica
+31,5.092681803307952,3.7720019768213553,1.6194963789202446,0.2,Iris-setosa
+32,4.40000045193379,2.918282183486089,1.3941224480974819,0.2,Iris-setosa
+33,7.699998814887284,2.8046445430373463,6.6999987770247795,1.9773698127311392,Iris-virginica
+34,6.395235389244485,3.003940767809923,5.506612363503161,1.7870582607047367,Iris-virginica
+35,5.4970033944035555,2.605665274844476,4.390345451783468,1.2179539420843193,Iris-versicolor
+36,6.298470076477565,2.783889214213222,5.116956761745408,1.4832513075829195,Iris-virginica
+37,4.588966386664665,3.60588008592264,1.0,0.2,Iris-setosa
+38,4.585776809228174,3.2150254973480092,1.3918024031344876,0.2,Iris-setosa
+39,5.135907008184789,2.486557980293834,3.345368620376613,1.1836150109364363,Iris-versicolor
+40,5.09891523385129,2.49448086688185,3.0145547180595296,1.0876546340834756,Iris-versicolor
+41,5.910805965730172,2.9987859552302103,4.188935673145226,1.499965875376712,Iris-versicolor
+42,6.80270547324524,3.0002252660858613,5.4787727642910165,2.081701398657786,Iris-virginica
+43,7.7,2.7882146845203843,6.7,2.007710521838786,Iris-virginica
+44,7.7,2.736984673766733,6.7,2.06889321454873,Iris-virginica
+45,5.91214884069399,3.2211189714880812,4.796815244987144,1.8005881327997924,Iris-versicolor
+46,7.7,2.8265773043365154,6.7,1.977297360741904,Iris-virginica
+47,4.826037339632078,3.4019264431567215,1.6013797275209647,0.2,Iris-setosa
+48,5.4997085879217025,2.3995602797399957,3.8513476608040955,1.0612438948911485,Iris-versicolor
+49,5.111079110181383,3.3055229950314127,1.742908166997276,0.5317949783517388,Iris-setosa
+50,7.69999885565084,2.809867868912109,6.7,1.9831932713210523,Iris-virginica
+51,5.994125780909834,2.200000310239522,4.993681507007763,1.4831475029683046,Iris-virginica
+52,4.806435559168634,3.3932346458465585,1.5863923246716216,0.2,Iris-setosa
+53,5.790773401849923,2.704081721241604,5.097855974489921,1.8961995317650657,Iris-virginica
+54,4.983830094132003,3.3039959336647695,1.3961782625375243,0.2,Iris-setosa
+55,6.739544537262899,2.9933035349346624,5.012951440288455,1.70753775748476,Iris-versicolor
+56,5.1235635167486615,3.3572684949109712,1.4031732767237448,0.2,Iris-setosa
+57,5.988820832607729,3.428548090322376,4.539523341023061,1.5809296396657802,Iris-versicolor
+58,6.001924185427912,2.2,5.002052152881994,1.5020699783426983,Iris-virginica
+59,5.896634274560487,2.994768780269211,5.0781285094498605,1.800718409373342,Iris-virginica
+60,6.014509796048849,2.9818466858005963,4.856352252343448,1.7877028148374792,Iris-virginica
+61,5.4759759238834,2.4065736849123365,3.6347950548078796,1.0186499578551689,Iris-versicolor
+62,5.945722276931939,2.9962209694171955,5.024903668501537,1.7947369124035455,Iris-virginica
+63,5.800917629881082,2.707745449856168,5.098738114062654,1.8899009599545802,Iris-virginica
+64,5.896979641994449,2.9915299501383403,5.096653786934365,1.8171078662484073,Iris-virginica
+65,4.589954782423777,3.6042672746811717,1.000000396197961,0.2,Iris-setosa
+66,5.010339037095201,3.5728553179800797,1.3944833363838938,0.2,Iris-setosa
+67,6.313932608093034,3.2186227330262285,4.5127771841100115,1.4995502729976933,Iris-versicolor
+68,6.318041749813449,2.717581803504995,4.860970339571595,1.7710428539214158,Iris-virginica
+69,6.0963762726052355,2.603552814190269,5.610919162721845,1.389350684873033,Iris-virginica
+70,5.054544427000769,3.3837517681441627,1.4921870502666088,0.2,Iris-setosa
+71,6.228978594588611,3.4307149571463738,5.661496052681808,2.403594097821014,Iris-virginica
+72,5.104711932525292,3.792899792020951,1.6185611416437822,0.2,Iris-setosa
+73,5.472831209349973,2.4100450865158534,3.607283833012754,1.0962204956581956,Iris-versicolor
+74,5.484568011084364,2.3961653221493657,3.7768904844887423,1.0634289242015167,Iris-versicolor
+75,5.118619129614929,3.398785266885917,1.506534887459892,0.2,Iris-setosa
+76,5.85681438530323,2.803603578981431,5.09921522045629,2.3982304632368003,Iris-virginica
+77,5.322996226941939,3.608692960504318,1.509531305654484,0.2,Iris-setosa
+78,5.816590338161289,2.8021096815436977,5.10922442212216,2.4001659767365315,Iris-virginica
+79,5.800284305787884,2.704641531413154,5.091415911617226,1.8808634282679624,Iris-virginica
+80,4.9024578904588925,2.4150762529198575,3.222810554846766,1.0236266182527811,Iris-versicolor
+81,6.633788820320616,3.101576465373379,4.409445724740995,1.4277491749740934,Iris-versicolor
+82,7.260252684768153,2.9239108827334057,6.231507532695765,1.8378527147234833,Iris-virginica
+83,5.022256686490312,3.31795137636116,1.4023359767326504,0.2,Iris-setosa
+84,5.41110411640196,3.9025784263636916,1.2919033696796296,0.405647037466934,Iris-setosa
+85,6.062477284757827,2.99242689974746,4.576140289102041,1.3905064440833823,Iris-versicolor
+86,5.105595213873981,3.8054206713346534,1.5985985805661738,0.2,Iris-setosa
+87,5.306615236829611,3.714709374348826,1.5110155019955611,0.2,Iris-setosa
+88,5.893999409315665,3.000868094277273,5.114233104820394,1.8205806739294412,Iris-virginica
+89,4.636501901391799,3.5851537118793986,1.0000004144213888,0.2,Iris-setosa
+90,6.694819646302557,3.1051950472733703,4.383318501778457,1.3886024668552706,Iris-versicolor
+91,4.596635491908242,3.2029637303959944,1.3841494988335035,0.2,Iris-setosa
+92,5.659787813018282,4.4,1.5102749442765244,0.37053315967827843,Iris-setosa
+93,5.594322107314802,2.9951370211124533,4.112107114366968,1.2971525897409446,Iris-versicolor
+94,7.7,2.795234627436343,6.7,2.0185056699442523,Iris-virginica
+95,5.991783375570079,3.430824350871008,4.53973012986083,1.6451372518139191,Iris-versicolor
+96,6.696810976370034,3.279159738374147,5.668686483688591,2.499999442479279,Iris-virginica
+97,5.7881232611978835,2.9915187803186822,4.301374085856488,1.4856533387652182,Iris-versicolor
+98,4.912192976919485,3.011338683954281,1.4020353999534432,0.2,Iris-setosa
+99,5.010002201749095,3.317509291907757,1.3958786403563832,0.2,Iris-setosa
+100,5.8026238441901015,2.6873986468126083,5.092224165332906,1.8966705420931134,Iris-virginica
+101,5.1056803826877735,3.3902430615479586,1.490365150248332,0.2,Iris-setosa
+102,4.497053034214554,2.296821179735246,1.3060325388859502,0.27926623498726716,Iris-setosa
+103,5.3866150423696455,3.4030437436251573,1.7118676237106045,0.2,Iris-setosa
+104,5.4102621424858715,3.415321165501451,1.6668483871298152,0.2,Iris-setosa
+105,6.6917078217171735,3.00631643665213,4.9898129369204005,1.695147585119568,Iris-versicolor
+106,5.726990151946922,3.007121411392405,4.25380099492332,1.33331023825063,Iris-versicolor
+107,5.653379958507697,3.0018172844091153,4.480768041264513,1.4983132908482895,Iris-versicolor
+108,6.636481355856197,3.0280536189219496,4.389390629317844,1.4072289102256017,Iris-versicolor
+109,4.4000004774214485,3.1949289193932002,1.3081534438503977,0.2,Iris-setosa
+110,6.2787752047521685,2.8908463974312353,5.604549921337261,1.811016430868436,Iris-virginica
+111,5.378646034475804,2.995729894469418,4.497352567259408,1.4984602783207785,Iris-versicolor
+112,5.79168350170196,2.6981124627301747,5.107888808566288,1.8972906242690684,Iris-virginica
+113,6.273811369549581,3.4053639537580764,5.645187388694691,2.4040269900374094,Iris-virginica
+114,4.4,2.890087622810643,1.4041525141144529,0.2,Iris-setosa
+115,5.3259322640138995,3.8772948042681734,1.9503199771684747,0.4415530867541489,Iris-setosa
+116,4.60388419058841,3.2088971319853106,1.4015391972369813,0.2,Iris-setosa
+117,6.931460438227288,3.1914266422299225,5.740203356265596,2.291929757766282,Iris-virginica
+118,5.294074427932284,2.9542060729578585,4.342462211666606,1.4740531408649407,Iris-versicolor
+119,6.542241319325694,3.1609578772232565,4.4563978839642555,1.4675468374956733,Iris-versicolor

iris/tab_ddpm/1/16/test.csv

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

iris/tab_ddpm/1/16/train.csv

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

iris/tab_ddpm/1/16/val.csv

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

iris/tab_ddpm/1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.096557754147329,2.5059522270068806,3.146523615024516,1.145060115539008,Iris-versicolor
+1,6.401073206299011,3.200018860636117,4.5369685811975025,1.4915087509688179,Iris-versicolor
+2,5.386333590960226,3.890500544093714,1.697408771071648,0.39534371048915573,Iris-setosa
+3,5.190743294782917,3.471621306063181,1.4887813443552356,0.2,Iris-setosa
+4,6.422325585241478,3.0883846741777727,5.504576551570667,1.8100611863505154,Iris-virginica
+5,4.592901124177965,3.6007176946953066,1.0000005919833628,0.2,Iris-setosa
+6,5.450300237988434,2.4124710874210784,3.565902529860116,1.0501935519146044,Iris-versicolor
+7,5.797953635027542,2.7426847546640083,5.12851005046733,1.8912327726859601,Iris-virginica
+8,5.096121288723693,3.7382241328823596,1.5990692785086702,0.4002246609193126,Iris-setosa
+9,6.289822040264122,2.8789056415816745,5.596364461591809,1.7956512468162342,Iris-virginica
+10,6.103985702085299,2.604570841103715,5.623075147817482,1.4055552261541109,Iris-virginica
+11,6.276503277724057,2.886557712895777,5.637041018211135,1.805831291689141,Iris-virginica
+12,6.422261392634326,3.19963471355857,4.502298381872746,1.4841453915255773,Iris-versicolor
+13,6.429851470026956,3.072537969100399,5.49885146252056,1.7672787545896067,Iris-virginica
+14,7.699998900104665,2.828705167479954,6.699998854126436,1.9886080238888346,Iris-virginica
+15,4.585466850633925,3.207319132377083,1.397670238211891,0.2,Iris-setosa
+16,6.287033590311643,2.7068415073188135,4.912771150428324,1.8011709764647892,Iris-virginica
+17,5.776867238153047,2.799805675899207,5.099729024138489,2.412700140149738,Iris-virginica
+18,5.709906104090809,4.4,1.5223934170117723,0.46749439216999045,Iris-setosa
+19,5.234395780133917,2.72744247465403,4.023236494981932,1.4072977607287998,Iris-versicolor
+20,6.007552649976295,3.0093958181584046,4.7526544689229775,1.8088807374066196,Iris-virginica
+21,5.803181045613793,2.812068278818652,5.097211597767566,2.3991848840114764,Iris-virginica
+22,5.093417635320328,3.747498557173482,1.5932736523938336,0.46002595577677596,Iris-setosa
+23,4.595558354890261,3.6099890027471,1.0,0.2,Iris-setosa
+24,5.663611271051222,4.399998837881398,1.4990970117791642,0.39531687029556833,Iris-setosa
+25,5.811566394169327,2.7163303474119918,5.107041027990812,1.8907433571640961,Iris-virginica
+26,4.989174633788094,3.57752452034163,1.4011672152457024,0.2,Iris-setosa
+27,5.210775247811393,3.4679164287744966,1.5244874935139665,0.2,Iris-setosa
+28,5.991130889916942,3.4006388825825766,4.440074112761577,1.5544953326050717,Iris-versicolor
+29,6.435570696376505,2.914434193494165,4.347991174169311,1.3271007055850987,Iris-versicolor
+30,5.402686267137955,3.9173128748611945,1.7615786770764292,0.39462462457355496,Iris-setosa
+31,6.39198461767923,3.041953684344374,4.970620370943995,1.6587486631880022,Iris-versicolor
+32,5.210147277350956,3.4046353225634265,1.4047732363393943,0.2,Iris-setosa
+33,5.919143286129832,3.006173027555021,4.202558248349423,1.501573069845566,Iris-versicolor
+34,5.025141914983148,3.327092000082099,1.403119290832667,0.2,Iris-setosa
+35,5.4694500425590356,3.002339802550431,4.541415941104506,1.5050565492127954,Iris-versicolor
+36,5.493330826164638,4.189107256944299,1.3925680099599556,0.2,Iris-setosa
+37,6.693580462297272,3.10203134773966,4.399177717604154,1.4014063422758007,Iris-versicolor
+38,5.699583717329989,4.399998980611667,1.4878825098896096,0.35218045205354676,Iris-setosa
+39,6.004648981984087,2.722544141033154,5.099643557059341,1.5988236498724395,Iris-versicolor
+40,7.05939103883011,3.013758639477781,5.8089662260773425,2.1268342698871976,Iris-virginica
+41,5.099460958862481,3.292162076963283,1.7950267617682307,0.47079289345225284,Iris-setosa
+42,7.7,2.7814928749658328,6.7,2.047151374888727,Iris-virginica
+43,5.226676065685888,3.5404548488394982,1.495590249843691,0.2,Iris-setosa
+44,5.160400035653277,3.457809402753576,1.494088446583473,0.2,Iris-setosa
+45,7.313742944164914,2.9005229082026025,6.325913970772876,1.7826945016093705,Iris-virginica
+46,4.4,3.210379053958358,1.2752921407087645,0.2,Iris-setosa
+47,5.1252992981843875,3.4429691520831867,1.501629402144889,0.2,Iris-setosa
+48,4.992762530312563,3.5979148187054237,1.4005877445671353,0.2,Iris-setosa
+49,4.599680796739927,3.5913546208540263,1.0000004070633313,0.2,Iris-setosa
+50,6.459147833007423,3.173251957535329,4.438736319373678,1.4876966251866512,Iris-versicolor
+51,5.992985470500693,2.2,4.991898643835855,1.5148674910726412,Iris-virginica
+52,5.0654512599236865,2.491230500260845,2.908149120762272,1.107513302179508,Iris-versicolor
+53,5.506579334301759,2.4036633917531685,3.4378376633828713,0.9261395699067201,Iris-versicolor
+54,5.6934395957501565,4.4,1.5125450599896433,0.38182767334251866,Iris-setosa
+55,5.895878529610574,3.001359780978174,4.26047712410945,1.4990637095704087,Iris-versicolor
+56,4.618102793402857,3.6012907879153957,1.0000004024236722,0.2,Iris-setosa
+57,5.492876505167767,4.184903737604307,1.4014127106942498,0.2,Iris-setosa
+58,5.484231068709381,2.9954687745541744,4.5140385060826596,1.4844206191112594,Iris-versicolor
+59,5.1032038350246065,3.310964816324777,1.6840019167794913,0.522658055873212,Iris-setosa
+60,6.449326922213884,3.196779733565907,4.482957968983629,1.510789643378045,Iris-versicolor
+61,6.453333592732236,2.930214742516555,4.314354907450406,1.3289021827178629,Iris-versicolor
+62,4.591185785246821,3.6413829955778594,1.0,0.2,Iris-setosa
+63,6.3955575531107645,3.153914125242433,4.517617227596748,1.4811077359081077,Iris-versicolor
+64,4.500371737020002,2.30986487307927,1.298322200405524,0.32223002803734624,Iris-setosa
+65,5.406199895939998,3.393991525047117,1.6947579166053055,0.2,Iris-setosa
+66,6.243992847864537,2.3011427674533587,4.338251038304553,1.3101284897865324,Iris-versicolor
+67,4.599996410685812,3.6066829642640608,1.0000003676465137,0.2,Iris-setosa
+68,6.817929861357654,3.184206890316885,5.599125265171079,2.269212638575751,Iris-virginica
+69,4.985459470215252,3.5119149709421285,1.314450905406857,0.321299241912165,Iris-setosa
+70,6.696957083836098,3.3003036347056196,5.726584264038727,2.5,Iris-virginica
+71,5.31280464182162,3.701511280493378,1.4975016477413807,0.2,Iris-setosa
+72,6.683634136765525,3.2799070167404487,5.748165412978065,2.0977042599167808,Iris-virginica
+73,5.79152856743344,3.0971635600059,4.659810797396671,1.6248410005291327,Iris-versicolor
+74,6.31601119918148,2.2982540692986695,4.404794120415928,1.3007288633815364,Iris-versicolor
+75,5.51189711596047,2.4019926589611234,3.657449726109615,0.9629975845890288,Iris-versicolor
+76,5.029764210121743,3.2819457237091547,1.3774133095355112,0.2,Iris-setosa
+77,4.911759116360629,3.0065735296675307,1.4017664956825209,0.2,Iris-setosa
+78,6.094280951928586,2.6091215375507404,5.59775375376913,1.38083594740004,Iris-virginica
+79,5.525061431674357,2.993489814710161,4.4631256782987725,1.4976564989337875,Iris-versicolor
+80,6.329417398257325,2.910131059405023,5.574382007382828,1.7949614695933778,Iris-virginica
+81,5.422293473256372,3.003516070996892,4.514716562558287,1.5063539205337118,Iris-versicolor
+82,6.207266374930866,2.5052121494876554,4.993188980836097,1.9121801052512055,Iris-virginica
+83,5.3803971627186735,3.8922710133015666,1.3142411005775956,0.3953089425035421,Iris-setosa
+84,5.095257695452079,3.387732003938226,1.4997205592874476,0.2,Iris-setosa
+85,5.766612759207797,2.6745390520004233,5.099421749442259,1.9170394665762358,Iris-virginica
+86,5.4080980148034286,2.990212339308632,4.478853351677689,1.497069576197898,Iris-versicolor
+87,6.000554261670844,2.723074787427602,5.098052624617099,1.6128623408025964,Iris-versicolor
+88,6.5059443472429015,2.978115872082832,5.552478993303546,1.8020100418487002,Iris-virginica
+89,7.699998390708858,2.8000960560212502,6.699997960411041,1.9920806659348798,Iris-virginica
+90,4.596794246893416,3.207151367204059,1.4039408928654404,0.2,Iris-setosa
+91,5.076841399030203,3.567543802633575,1.487662660338662,0.2,Iris-setosa
+92,5.60589822184138,2.9985891664574225,4.093337860740133,1.3009211648408248,Iris-versicolor
+93,6.37236964944069,2.6795304893148986,5.2496855817175865,1.9016430735851109,Iris-virginica
+94,5.376329434978131,3.410830825710891,1.682179952417224,0.2,Iris-setosa
+95,5.1104472759984985,3.8197846882270587,1.5797870782926233,0.2,Iris-setosa
+96,6.345592740310394,2.7905315076280104,5.094444466451311,1.4970041884245193,Iris-virginica
+97,6.370839312083075,2.8924720491486613,4.325862417494996,1.294651943250725,Iris-versicolor
+98,4.4,2.8949061715594198,1.3977197128089744,0.2,Iris-setosa
+99,5.71399376194067,2.4914450441421248,5.013408801872743,1.9978650289183244,Iris-virginica
+100,5.793708034446073,2.7016481381330624,5.116128700913002,1.896356472515396,Iris-virginica
+101,6.124156053750907,2.601762211769711,5.63263381773625,1.3926789683787972,Iris-virginica
+102,5.713289666516712,4.399998668212994,1.494439124007583,0.3976088483020087,Iris-setosa
+103,7.347322301488918,2.878748278624043,6.339887772751329,1.7993987669987948,Iris-virginica
+104,6.855684562735097,2.9996563840571024,5.546787319130729,2.110098281604844,Iris-virginica
+105,5.795016662390883,2.8081350293060447,5.095881831662918,2.403752230303719,Iris-virginica
+106,5.440431726203877,2.9973569502514223,4.521137480335299,1.5106228866397724,Iris-versicolor
+107,7.69999883479499,2.813070311404576,6.699998644627559,2.013688698296111,Iris-virginica
+108,5.477642749235357,3.0028349043978517,4.545634317742286,1.5072522231435814,Iris-versicolor
+109,4.909475003103779,2.3940660380781393,3.28221803335025,1.0152601205387564,Iris-versicolor
+110,5.700348525974043,2.4877984001910627,4.9959958189709495,2.0020613303876664,Iris-virginica
+111,4.585580117513099,3.4070996014827593,1.4008313651912898,0.29866955902147824,Iris-setosa
+112,6.685763916506218,3.3033349169152935,5.711976097450492,2.119103629325564,Iris-virginica
+113,5.4082067636354525,3.0031749503185647,4.493842471292994,1.5054296999185586,Iris-versicolor
+114,5.371384177599229,3.8789691996380307,1.8000417060798952,0.3867410742045624,Iris-setosa
+115,5.093147015953749,3.7317930907751027,1.5498235029523797,0.42428985068683017,Iris-setosa
+116,5.798098108349463,2.7114326962368924,5.0953047445521475,1.8891089842644402,Iris-virginica
+117,5.149252078292294,3.795611960470461,1.550392427211373,0.2,Iris-setosa
+118,6.754627470409131,3.2997747241426643,5.695228235651435,2.5,Iris-virginica
+119,6.0031286178800825,3.3702165421435826,4.523559114258945,1.587919157886496,Iris-versicolor

iris/tab_ddpm/1/17/test.csv

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

iris/tab_ddpm/1/17/train.csv

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

iris/tab_ddpm/1/17/val.csv

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

iris/tab_ddpm/1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7765627660227388,6.699998826927951,2.004302376448894,Iris-virginica
+1,4.813189279138311,3.3963569086124568,1.5904643895029886,0.2,Iris-setosa
+2,5.209076115526196,2.7056733593989857,3.942077269267317,1.3954098957804701,Iris-versicolor
+3,6.737109295345223,3.1054407697566075,4.3883947485093175,1.3835578157844337,Iris-versicolor
+4,4.602014252998143,3.209534827678107,1.3976632113864735,0.2,Iris-setosa
+5,5.0864979964087755,3.3148855418875467,1.344489517924295,0.2,Iris-setosa
+6,5.485081772410847,4.204147983211274,1.3902458559772337,0.2,Iris-setosa
+7,5.194833513278882,3.3984340507444917,1.4068799035198887,0.2,Iris-setosa
+8,5.003973373482497,3.3055961340414717,1.4008921795931528,0.2,Iris-setosa
+9,6.429568873642347,3.0909705374647913,5.509292081236413,1.7957094018826645,Iris-virginica
+10,7.000169241073992,3.20165072342976,5.733699268398004,2.3013412720003132,Iris-virginica
+11,5.343246159045649,3.8316495687883085,1.478037903845409,0.2,Iris-setosa
+12,7.6999981247277605,2.79179414460066,6.699997833965561,1.9873555144885442,Iris-virginica
+13,5.579775934132985,3.003170424738236,4.105947437563156,1.305719703460707,Iris-versicolor
+14,5.500527621405826,2.387661873461371,3.6344434403015415,1.057983826028109,Iris-versicolor
+15,6.31158215293857,2.9078774227583604,5.5951019462044425,1.8100089282978675,Iris-virginica
+16,7.320411809560361,2.907175676018226,6.339740925900363,1.7882570415561052,Iris-virginica
+17,6.276765489542834,2.520728640513178,4.868816163699037,1.5034888548092986,Iris-versicolor
+18,6.858615148616625,3.206449017760835,5.695892021182189,2.2820022689709556,Iris-virginica
+19,7.104826153098447,2.990582806271942,5.779284683626532,2.138200272581328,Iris-virginica
+20,5.712983219601654,2.4898851482431454,4.9980718269128594,1.9942777454942326,Iris-virginica
+21,7.7,2.8144860954398148,6.699998885226071,1.9832967521815796,Iris-virginica
+22,6.703831378338423,3.2743777741515094,5.645462799549879,2.499999328545049,Iris-virginica
+23,5.4170310492150024,3.8909768675410934,1.2972046051537793,0.3998414841770947,Iris-setosa
+24,5.00667198634191,3.2194783619758445,1.2017404604994764,0.2,Iris-setosa
+25,6.558593396746935,2.9741587209425897,4.3506992997226055,1.3786569865408849,Iris-versicolor
+26,5.1685593434928165,3.46507278347221,1.4906285041692233,0.2,Iris-setosa
+27,5.18016590797835,3.492554601814886,1.498170805422645,0.2,Iris-setosa
+28,6.744101934012267,2.9965285988754657,5.476209760016902,2.0830052019677954,Iris-virginica
+29,6.334062767452595,2.9239676391867033,5.5890707674125935,1.8086159734982559,Iris-virginica
+30,6.325188085878519,3.4122908373845013,5.595875846373043,2.3961755355091063,Iris-virginica
+31,6.667248695893652,3.3094739727258147,5.744216154024519,2.5,Iris-virginica
+32,5.112893455780067,3.7959905210014577,1.8757038548834342,0.40322100869258537,Iris-setosa
+33,6.319146337349955,2.506457386455782,4.908876920162516,1.5178295414667446,Iris-versicolor
+34,5.869837739568762,3.00493145619007,4.201107517084347,1.488369676787409,Iris-versicolor
+35,5.1143543576783275,2.5007856695561985,3.209008276430957,1.1293945407902313,Iris-versicolor
+36,6.673460085056543,3.2751982770454218,5.653989448036359,2.066396845799644,Iris-virginica
+37,6.682644560934307,3.081175731063779,4.541292806558216,1.4530044104285609,Iris-versicolor
+38,4.788505695124878,3.402737973978999,1.6081722152748,0.2,Iris-setosa
+39,5.386809313357851,2.9975419389250004,4.494284624675779,1.4955631756870262,Iris-versicolor
+40,4.8210534281119095,3.391557605318747,1.6212750545819172,0.2,Iris-setosa
+41,5.796464981385918,2.6987593682878757,5.103860181684642,1.9018959467850742,Iris-virginica
+42,6.334126831244674,3.3823297102661645,5.620208393084145,2.3897645799076694,Iris-virginica
+43,4.940051035174106,3.299451778036078,1.4020019294409929,0.2,Iris-setosa
+44,6.448839422174222,3.0009629656335948,5.502972914348181,1.7966274060155911,Iris-virginica
+45,5.1004247295401335,3.800049865272873,1.7989472431584215,0.39057386094859065,Iris-setosa
+46,5.587244914905787,3.002348875244607,4.103905759445462,1.2858065726162125,Iris-versicolor
+47,4.973800698511933,3.173315210628958,1.2235458264979382,0.2,Iris-setosa
+48,4.60824887604011,3.20248367837846,1.4028330644758058,0.2,Iris-setosa
+49,6.422146227674138,3.1737667301955543,4.497767291398906,1.4909903758353258,Iris-versicolor
+50,5.511578247000224,2.403551734057194,3.846513233797647,1.002280694891783,Iris-versicolor
+51,5.062745008779531,3.3580298212953004,1.49683734024264,0.2,Iris-setosa
+52,5.111391968634639,3.794215539428831,2.1914499677043198,0.3979596771527548,Iris-setosa
+53,4.6043928796977145,3.6009612294675866,1.0,0.2,Iris-setosa
+54,5.463206374783466,2.410514401923537,3.8421042925219773,1.0852062199249222,Iris-versicolor
+55,5.1788528891154995,2.688596460148272,3.765100118208295,1.4035275108965848,Iris-versicolor
+56,6.6230490446196,3.018207720169462,4.408522578831774,1.4141807692186936,Iris-versicolor
+57,6.416925673408403,2.900080866988844,4.3037345695602,1.3128439854088865,Iris-versicolor
+58,4.5955540167880145,3.6582026020675142,1.0,0.2,Iris-setosa
+59,5.093969001254829,3.824806550550396,1.6147704774754963,0.2,Iris-setosa
+60,6.726153459085715,3.000077768265905,5.008892248380425,1.6863965708078297,Iris-versicolor
+61,6.106020595173567,3.0029860193817015,4.584867493821618,1.4009921115498234,Iris-versicolor
+62,5.299621125358309,3.6139595426909263,1.5054105850842174,0.2,Iris-setosa
+63,7.319645386678865,2.906588456875665,6.3132273518200055,1.8013532769705738,Iris-virginica
+64,5.1105254749308315,3.4062451960028675,1.4994752375611522,0.2,Iris-setosa
+65,4.4000005002681295,2.8913480490855124,1.4047176905961,0.2,Iris-setosa
+66,4.400000474633339,2.908456290676302,1.3909923828394177,0.2,Iris-setosa
+67,6.60974072231779,3.0029672915753944,4.428945304420663,1.4124837150774305,Iris-versicolor
+68,6.906961157345316,3.172124180722276,5.715410917984013,2.3002433168508816,Iris-virginica
+69,5.100692706396378,3.6868752062890167,1.4852646522102535,0.39201057988812815,Iris-setosa
+70,6.4186819033377285,2.718481264904898,5.331059567866796,1.8934745431831461,Iris-virginica
+71,6.698144736822081,2.9972662455867276,5.000210807238572,1.7101565796552909,Iris-versicolor
+72,6.072965494144203,2.5994276724369283,5.627303206790634,1.3855066912631888,Iris-virginica
+73,6.563431971795292,2.9747002386575416,4.382045584583335,1.3799938819909277,Iris-versicolor
+74,6.699897566876982,3.33041341904484,5.69906029246823,2.5,Iris-virginica
+75,6.282458942187604,2.518606192920095,5.031575973225701,1.8936255458902131,Iris-virginica
+76,7.7,2.7886892610202922,6.6999989356299166,1.9973539197243677,Iris-virginica
+77,7.305457009950292,2.8997976411613258,6.300472538737411,1.8154386291860443,Iris-virginica
+78,5.00625872323075,3.479505650291709,1.29662259874367,0.29303039339304293,Iris-setosa
+79,5.791097888044589,2.6933998664753047,5.0958820608131905,1.8948465341949623,Iris-virginica
+80,6.299431600225406,2.2966240812235994,4.430704750490737,1.2948675987572897,Iris-versicolor
+81,4.4000006795690085,3.1899664994148464,1.2626248921813332,0.2,Iris-setosa
+82,5.992247952974918,3.0081861647516317,4.786710699090016,1.7990784545325686,Iris-virginica
+83,5.73941240786465,2.5647994314684386,5.056031580175292,1.970586301762252,Iris-virginica
+84,4.938582250107341,2.4183496009744574,3.2824825606836168,1.058380852900704,Iris-versicolor
+85,4.5769719205162795,3.204845197331527,1.401753794278288,0.2,Iris-setosa
+86,4.618679166394039,3.6297037948683353,1.0,0.2,Iris-setosa
+87,5.912335891773157,3.000483173725851,5.040356404314124,1.8211683216687773,Iris-virginica
+88,5.987898893022406,2.995481363204062,5.021859436455131,1.790931088593062,Iris-virginica
+89,4.491354406299944,2.297749393674518,1.3035182400698089,0.2948945690347141,Iris-setosa
+90,5.488075597731539,2.5936213695121655,4.363526765265444,1.2334521970347514,Iris-versicolor
+91,5.174994253759283,3.3928145112307377,1.4022766531321562,0.2,Iris-setosa
+92,5.467055884366402,4.121126080314384,1.4059461335916013,0.2,Iris-setosa
+93,4.400000547953236,3.022631442715456,1.3511224904213128,0.2,Iris-setosa
+94,5.081480742996388,3.499724625780617,1.4028038064538388,0.2929361022140241,Iris-setosa
+95,5.115361599111704,2.5027232494267544,3.001630760715557,1.06858003647628,Iris-versicolor
+96,6.372244940910219,2.894472649841014,4.290332038687528,1.2899290825001113,Iris-versicolor
+97,4.508594143293983,2.290955059362867,1.3003080300446093,0.2949747005412654,Iris-setosa
+98,5.593704388639761,2.9978710589203583,4.101530565741974,1.3017878004026417,Iris-versicolor
+99,4.493829490990636,2.2925314376869,1.294095362708263,0.2824555083825482,Iris-setosa
+100,4.792994405292521,3.4113448810905216,1.5920029829646374,0.2,Iris-setosa
+101,4.918031463940648,2.4144436741323543,3.14069402262517,1.019599218017759,Iris-versicolor
+102,5.762083919123962,2.784798988016848,5.095402678791368,2.3914893047116763,Iris-virginica
+103,5.776090802792728,2.690235725323737,5.097421011479548,1.902782808473663,Iris-virginica
+104,5.786710886446497,2.7005728219016594,5.096317204534199,1.89730207880609,Iris-virginica
+105,5.488283991717647,2.595067753208207,4.379373897972351,1.1751971749683052,Iris-versicolor
+106,4.987085266589002,3.5954122021494523,1.3985284142557175,0.2,Iris-setosa
+107,6.338688091389756,2.7086493781022076,5.291554497000295,1.9105967945226259,Iris-virginica
+108,5.101879994653363,3.697533813337815,1.4931537316811974,0.4058202607586919,Iris-setosa
+109,7.074404288630844,3.042482014029193,5.814137050743998,2.1996121512778486,Iris-virginica
+110,4.400000461521162,2.9174451846896154,1.3905957735255454,0.2,Iris-setosa
+111,5.806048542344786,2.693384848673474,5.097793494692838,1.8961880425050877,Iris-virginica
+112,5.2352680984263,3.410379967429615,1.5466302227110715,0.2,Iris-setosa
+113,5.97408485813921,3.0107954349850714,4.8821414132653205,1.801675887401172,Iris-virginica
+114,6.298865852162191,2.781445229105248,5.095831378275297,1.4962687285154668,Iris-virginica
+115,5.801579171553762,2.7022520652302817,5.101677413184409,1.8957746612291664,Iris-virginica
+116,5.58912055177434,2.654837372518234,4.3342534725438275,1.2811862855762182,Iris-versicolor
+117,4.595321737528669,3.3843673715713964,1.4027385848252825,0.2986577571931165,Iris-setosa
+118,5.789691617727296,2.690937551550583,5.110933141640047,1.9043000129028702,Iris-virginica
+119,5.106114988422588,3.345320927442971,1.4023067111807856,0.2,Iris-setosa

iris/tab_ddpm/1/18/test.csv

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

iris/tab_ddpm/1/18/train.csv

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

iris/tab_ddpm/1/18/val.csv

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

iris/tab_ddpm/1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.008439663431077,2.9994538591949644,4.8362047883624095,1.7896689258002114,Iris-virginica
+1,5.404759932890671,3.9072676267888435,1.282087722819189,0.41135635365228823,Iris-setosa
+2,6.108708909655007,2.5911736162670276,5.596571053120513,1.3856443622980634,Iris-virginica
+3,5.900254628721877,2.997977260976087,5.099368894613691,1.7904505036863116,Iris-virginica
+4,6.658890212396357,3.321727229080268,5.6956043922890665,2.5,Iris-virginica
+5,6.297336154986073,2.8145360653025655,5.109961811590944,1.5135870078892752,Iris-virginica
+6,5.015573876339885,3.3076655320550197,1.4145716346304231,0.2,Iris-setosa
+7,6.285769407025129,2.9013507083530428,5.582040401525181,1.8050369337858965,Iris-virginica
+8,6.6398243204268015,3.046479420269014,4.454827371384308,1.414381029189405,Iris-versicolor
+9,6.404728961190684,2.7015046021757456,5.308034795838969,1.8972267909607532,Iris-virginica
+10,4.905369011399601,3.0995768765855938,1.5272126631298248,0.1,Iris-setosa
+11,6.019982234334657,3.3989616247743113,4.483988599352574,1.6109775415227978,Iris-versicolor
+12,4.809388287768837,3.3942741970114536,1.5888533270689726,0.2,Iris-setosa
+13,6.022978930346211,2.69195158262089,5.097396199122032,1.5858470908491016,Iris-versicolor
+14,7.33357412494172,2.8997022030303437,6.334642155592634,1.8130511636415003,Iris-virginica
+15,5.081885617749349,3.4975959774271135,1.3764089761350482,0.298625252582249,Iris-setosa
+16,6.114536757683853,3.00285625258013,4.602599078166538,1.4088231515075134,Iris-versicolor
+17,5.6521246471756985,2.5035408017471763,4.996588784614792,2.0017064851965847,Iris-virginica
+18,6.599099159263114,2.992518848415761,4.419951209567833,1.395530399085384,Iris-versicolor
+19,6.738692770694514,3.287604336191,5.704737120594167,2.499999466225134,Iris-virginica
+20,5.772897984129788,2.7057104210948304,5.104296606459365,1.8991630762270844,Iris-virginica
+21,6.095077163563373,2.5941876480967845,5.6291243129372734,1.3938531112117227,Iris-virginica
+22,5.730933606889654,4.399999068282195,1.5119984645558835,0.3991300869543745,Iris-setosa
+23,4.805006913690253,3.395687463063863,1.5923310217140283,0.2,Iris-setosa
+24,7.699998922745547,2.807456052480185,6.7,1.9830774703843037,Iris-virginica
+25,6.010425490907624,2.2000003875277425,4.969822181223956,1.5036033586806337,Iris-virginica
+26,5.797573622012163,2.8124391091887064,5.090964225438046,2.4008797643515534,Iris-virginica
+27,4.612401643899465,3.602570890931379,1.0000004564208789,0.2,Iris-setosa
+28,5.580571944193834,2.6541864689618655,4.244283692932506,1.2805981336919008,Iris-versicolor
+29,6.689355147741957,3.318224147053691,5.725953227849693,2.5,Iris-virginica
+30,6.361716476047647,3.1076117335997653,5.458943422806308,1.8141522219405986,Iris-virginica
+31,6.66508395497434,3.2612937714203354,5.684112628447321,2.081876480336988,Iris-virginica
+32,6.287198699066809,2.509178830336643,4.999307259178376,1.8951908362778593,Iris-virginica
+33,4.605254593668566,3.6013656280391664,1.0,0.2,Iris-setosa
+34,6.844099571507785,3.0024404746902125,5.528341382480745,2.1058849814883,Iris-virginica
+35,5.079130461184952,2.5005742767930963,2.9078653419606844,1.0866566589180517,Iris-versicolor
+36,6.942216326330913,3.023677912449073,5.601219372584836,2.1579672478191454,Iris-virginica
+37,5.000859706319951,3.500399985509902,1.3014412715629842,0.2963111838970241,Iris-setosa
+38,5.9089255408404115,2.976458997844119,5.148228569228038,1.8168889576235365,Iris-virginica
+39,5.717091550891631,4.399999212879154,1.4965828054025023,0.39169077816427417,Iris-setosa
+40,5.5793516496564965,2.9574629873274114,4.570276565461533,1.5058553141354154,Iris-versicolor
+41,5.785325367768233,2.7922513887684697,5.1365826957581255,2.3970800364660834,Iris-virginica
+42,5.048293680821962,3.5020822841508332,1.3474353466722353,0.29410884834395434,Iris-setosa
+43,5.104688771654956,3.5084866699329345,1.3887701002406172,0.30061592781589963,Iris-setosa
+44,5.895959469199781,3.005597663092666,4.255557146778996,1.500684137795841,Iris-versicolor
+45,5.179141109532882,3.477117823947936,1.5135635196912194,0.2,Iris-setosa
+46,5.102966769246582,3.301912204121046,1.8556218823909887,0.43476186908405295,Iris-setosa
+47,5.214013382670617,3.401009069763754,1.3993462840098116,0.2,Iris-setosa
+48,4.607865123778683,3.3993462835209995,1.402665121923239,0.3057803097579185,Iris-setosa
+49,5.2076668332621185,3.3899699313606924,1.3837217667387334,0.2,Iris-setosa
+50,5.726553165121314,2.551780781130339,5.0222504704805235,2.1383957505999613,Iris-virginica
+51,6.797602009841615,3.26266151602384,5.658939048129328,2.4999992776396893,Iris-virginica
+52,5.295435611407065,3.410921731162959,1.631766811547047,0.2,Iris-setosa
+53,5.49669871583572,3.000802247168554,4.481786706866746,1.496494447151215,Iris-versicolor
+54,6.720766868769698,2.9896255207215634,5.019834916492651,1.7058248553449307,Iris-versicolor
+55,6.723790561744945,3.2989417605460725,5.691764035002651,2.499999434940276,Iris-virginica
+56,4.6013688888370785,3.254873676030148,1.4000612643408308,0.2,Iris-setosa
+57,5.865141934567906,2.997334582338085,4.413061014951865,1.4835019197736612,Iris-versicolor
+58,5.525131978194641,2.6053507300854,4.391203790363169,1.2626037736717954,Iris-versicolor
+59,4.7838368515161385,3.386812985645395,1.6205452010601262,0.2,Iris-setosa
+60,6.407521765158299,2.9007014588157323,4.316814901320899,1.3074109810332266,Iris-versicolor
+61,7.7,2.803743286982003,6.7,2.052719623821049,Iris-virginica
+62,6.004626985916422,3.405864610901467,4.533984194787144,1.6024442825367535,Iris-versicolor
+63,5.075773385097936,3.5024929111250236,1.3783989715565892,0.2934380299450583,Iris-setosa
+64,6.398442548769523,2.7015084773199134,5.318579854134165,1.90127770536045,Iris-virginica
+65,7.148317763342724,2.980272919769409,5.947798470567957,2.0959190050477643,Iris-virginica
+66,4.4,3.1816463244757816,1.3009363299826915,0.2,Iris-setosa
+67,5.001750256329137,3.4814217227422697,1.320500701048324,0.2964956521387041,Iris-setosa
+68,6.650880168959183,3.0050410577648177,5.003980502815949,1.7294655355146014,Iris-versicolor
+69,6.083545068766605,2.9962117887922917,4.599581822784775,1.406345442208072,Iris-versicolor
+70,6.844906697472191,3.0128222441250827,5.515225021361946,2.1150759088457787,Iris-virginica
+71,5.715205648746242,2.4739322863733313,5.001243583441144,1.999421366751758,Iris-virginica
+72,5.707784380843476,4.4,1.5040090237027997,0.3922438518788133,Iris-setosa
+73,7.345637412423897,2.905421358601414,6.3446593949482715,1.7917260447966796,Iris-virginica
+74,6.375683548918071,2.606505447784331,5.094330452189362,1.9047304434117756,Iris-virginica
+75,4.882970488114969,2.3964120416739343,3.1655624318821562,0.9880659858497358,Iris-versicolor
+76,6.099640888495463,3.003287889384968,4.616459647424431,1.4041058370918988,Iris-versicolor
+77,6.293172229944205,2.856917889893912,5.581819139616977,1.752425182148737,Iris-virginica
+78,5.996008058347787,3.396384447474887,4.4820986507034375,1.602469046301998,Iris-versicolor
+79,5.855287730240714,2.9948740934691642,4.188021872945591,1.470549041495737,Iris-versicolor
+80,5.808920938825845,2.798954248407147,5.099886002884442,2.397573212492527,Iris-virginica
+81,6.371715455461187,3.2068892740004413,4.511228605151863,1.5059675946014932,Iris-versicolor
+82,4.5004766704456935,2.3019363336107785,1.3151513211101349,0.3064397574272836,Iris-setosa
+83,5.167571337249473,2.6688095249027235,3.521332492812521,1.3794461726393654,Iris-versicolor
+84,5.6779800097819795,3.002030492188038,4.514783099918804,1.4855904685029424,Iris-versicolor
+85,4.607853931539604,3.598845651699076,1.0000003802190895,0.2,Iris-setosa
+86,5.108233773115172,3.8309660597288993,1.9119150080325977,0.4035792730471009,Iris-setosa
+87,5.428912388345957,3.004734462563757,4.528526310320463,1.5004213216384614,Iris-versicolor
+88,5.099515139266474,3.790246444168965,1.6552921051020089,0.555075567737816,Iris-setosa
+89,5.523621735117653,2.3925651710170794,3.833502220710435,1.043684894676483,Iris-versicolor
+90,6.726605168556951,3.3121564951372005,5.736469494964012,2.5,Iris-virginica
+91,5.178502709823393,3.50201270284349,1.4989738159674848,0.2,Iris-setosa
+92,5.892832681681969,3.176281270650965,4.787086390247122,1.7418366937812562,Iris-versicolor
+93,5.564627376910707,2.6430788112020425,4.246777875086268,1.270081691609154,Iris-versicolor
+94,6.743646656493641,3.322950021092734,5.653525483705717,2.5,Iris-virginica
+95,6.411557811185559,3.20593165462352,4.472120530105529,1.48918328423802,Iris-versicolor
+96,5.776542768930505,2.70897520588765,5.117245796406149,1.8988751780832838,Iris-virginica
+97,4.497965505428549,2.3004495081181955,1.3055692262927765,0.30709394517789435,Iris-setosa
+98,5.483544602251782,2.404059666693307,3.6271034053657063,1.0565739639781113,Iris-versicolor
+99,4.4,3.1874630426821637,1.3164524512353095,0.2,Iris-setosa
+100,5.011106211408539,3.5141885831499136,1.2991891030399612,0.29510828874217526,Iris-setosa
+101,5.991870230698409,2.7000536266260453,5.097247660921938,1.601047348584098,Iris-versicolor
+102,5.116372567125219,3.8376997337296346,1.605330754917523,0.2,Iris-setosa
+103,6.093579477475377,2.606897139834846,5.598858937493389,1.3890306317404917,Iris-virginica
+104,5.784650644629857,4.4,1.5060209997936373,0.5239262264038497,Iris-setosa
+105,5.999493006550309,3.4075747287723877,4.455464755567209,1.6000100951446266,Iris-versicolor
+106,5.094880768756462,3.7175867950709782,1.513746147192422,0.40452742767757904,Iris-setosa
+107,7.315642295727422,2.917873252327998,6.3194655611731285,1.7928417553933857,Iris-virginica
+108,6.2898841691214065,2.8943152263923695,5.592185785423118,1.7941734187998262,Iris-virginica
+109,5.4719054302944805,2.4084092805117248,3.656020197732087,1.008420276041499,Iris-versicolor
+110,4.4000007029790416,3.202580683910222,1.292017771890451,0.2,Iris-setosa
+111,5.122940481096773,3.418480759361408,1.4951748653552612,0.2,Iris-setosa
+112,6.408145334169665,2.745620258363811,5.404891213564333,1.8840888331980494,Iris-virginica
+113,4.900627161558714,3.000595448332233,1.3915453221446303,0.2,Iris-setosa
+114,5.271351941835461,3.665125875698425,1.5012582479496144,0.2,Iris-setosa
+115,7.7,2.7831083429017105,6.7,2.0095634010834966,Iris-virginica
+116,5.609946635792875,2.9954199742334677,4.490728382002793,1.4987471935669356,Iris-versicolor
+117,6.392922710807264,2.7047845553411056,5.317644956129596,1.895847490908366,Iris-virginica
+118,4.604728168662514,3.4021624276206444,1.401512423155346,0.2956587819694697,Iris-setosa
+119,4.908841357490386,3.0469325905429607,1.394160140085378,0.2,Iris-setosa

iris/tab_ddpm/1/19/test.csv

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

iris/tab_ddpm/1/19/train.csv

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

iris/tab_ddpm/1/19/val.csv

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

iris/tab_ddpm/1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.98936468851726,2.200000387547282,4.977890678342675,1.512351087283146,Iris-virginica
+1,4.592387392668597,3.6316260208946156,1.0,0.2,Iris-setosa
+2,6.333817840707881,2.797361728366245,5.114391677208325,1.4965823486618044,Iris-virginica
+3,6.741620601817837,2.9956004689524462,4.997812185946049,1.684349535166217,Iris-versicolor
+4,6.297886936679077,3.3915188842892094,5.657585678367083,2.3916259546667,Iris-virginica
+5,6.412285829111382,3.210269302389263,4.505114856573474,1.5036749164987784,Iris-versicolor
+6,4.992319156737919,3.281221799244539,1.3850432660423788,0.2,Iris-setosa
+7,5.082190598710077,3.377521879785301,1.4923535252561084,0.2,Iris-setosa
+8,6.703095846437615,3.2795743055819817,5.67637913874525,2.4999994229053804,Iris-virginica
+9,5.508908846473156,3.0147014165506887,4.520011335498886,1.5228844977007627,Iris-versicolor
+10,5.753061213887479,4.3999989462947635,1.5109081217438227,0.4338245812174122,Iris-setosa
+11,6.327041112638349,2.8085837966338847,5.129138318233089,1.487748386573717,Iris-virginica
+12,5.912216357219871,3.0038878666976725,4.176713345924833,1.5062697845137263,Iris-versicolor
+13,6.306929096224155,2.79281368651845,5.090018641383698,1.5024807852267315,Iris-virginica
+14,5.785837158705958,2.695007722126889,5.096515254399264,1.9094501504029604,Iris-virginica
+15,5.725332645898829,4.4,1.4974348838529135,0.4230491048007919,Iris-setosa
+16,6.263718113231504,2.749834814034559,5.196900015029542,1.4815717210378612,Iris-virginica
+17,5.5157131292110115,4.183538163359377,1.4007120044902537,0.2,Iris-setosa
+18,7.7,2.809540254849336,6.7,2.016071259657008,Iris-virginica
+19,5.091397128650958,3.693355329771944,1.4946494494123612,0.3998347541603672,Iris-setosa
+20,7.1359393580134105,3.01349785696628,5.9563059595364996,2.113794288764317,Iris-virginica
+21,6.288833608093265,2.8083486467568934,5.096028903229555,1.5089097717136017,Iris-virginica
+22,6.013400053779478,2.2,4.9952225638705166,1.518202144923788,Iris-virginica
+23,5.792766170160453,2.7907179470904904,5.097371234710223,2.4064056263699536,Iris-virginica
+24,5.577519389668403,2.6804162650286805,4.194471426407073,1.287832627453688,Iris-versicolor
+25,5.0967432559862225,3.8432288426600496,2.0663553809903585,0.38995903076558996,Iris-setosa
+26,7.32002089809886,2.8965322725800586,6.283275279759478,1.8113155442163205,Iris-virginica
+27,5.09968774664137,3.4039566696535535,1.522433506234495,0.2,Iris-setosa
+28,5.096891063238813,3.779533574194609,1.843604273093391,0.40464501202845937,Iris-setosa
+29,5.452419101389859,3.0009793118346706,4.497438039612319,1.5001477416084104,Iris-versicolor
+30,4.400000509269973,3.2057173125561182,1.2994306038503485,0.2,Iris-setosa
+31,4.592765007712344,3.2000032230990976,1.3927624925893558,0.2,Iris-setosa
+32,5.5109441230017335,2.397540971919435,3.803814070554055,1.0397608007320915,Iris-versicolor
+33,4.596044430535878,3.612780560029911,1.000000381586108,0.2,Iris-setosa
+34,7.7,2.784517477433086,6.7,1.9989954881211736,Iris-virginica
+35,4.400000828475794,3.22489319351728,1.306502283088027,0.2,Iris-setosa
+36,4.604110927529047,3.19982011959061,1.396517554938836,0.2,Iris-setosa
+37,6.006453046133641,3.000215410202421,4.803904925848577,1.811907775815709,Iris-virginica
+38,6.478915260386048,3.191175842481443,4.489949348156345,1.4747247598044047,Iris-versicolor
+39,5.318170245376694,3.884057430008343,1.6804300233393616,0.388385078478552,Iris-setosa
+40,5.425544004755552,3.0032839288649353,4.505557276885519,1.5067190153094923,Iris-versicolor
+41,5.558243850322575,4.33657266934436,1.4123365637214813,0.2,Iris-setosa
+42,7.13366635500557,2.9768382451814794,5.980663357525253,2.0144210128594704,Iris-virginica
+43,6.399652345240509,3.2037750224440367,4.49493590998917,1.4926221402488906,Iris-versicolor
+44,5.599085363096198,2.9952693599805604,4.075031449279729,1.3020016398036283,Iris-versicolor
+45,5.054996603249702,2.480761362015628,3.147110921408718,1.1318679035438808,Iris-versicolor
+46,5.996417025071176,2.683492671578795,5.117925699526174,1.6013757239932382,Iris-versicolor
+47,6.005776425443556,3.386980991270032,4.539855315072196,1.6633967456710357,Iris-versicolor
+48,6.880538171779235,3.2073823837921207,5.750551121364172,2.29752856405439,Iris-virginica
+49,5.049867641752538,3.3325578021569124,1.4016900699550923,0.2,Iris-setosa
+50,5.886630803646908,2.9938400402941703,4.156249076116487,1.497617345817083,Iris-versicolor
+51,5.39177068827452,3.887026522682456,1.291472149626489,0.37231438532709216,Iris-setosa
+52,4.79853160841197,3.4182173117238737,1.5974035637951283,0.2,Iris-setosa
+53,5.647785241159487,2.7275790171309966,4.213300842762121,1.31450306333187,Iris-versicolor
+54,5.114106871968624,3.3124484829590686,1.7092213528090556,0.45243724651145023,Iris-setosa
+55,6.8143440174190335,2.9973754781647464,5.517348218514917,2.1013345001671824,Iris-virginica
+56,5.434171964832096,3.4025271902330436,1.752948233725379,0.2,Iris-setosa
+57,5.49744972741608,2.6063033243280436,4.4125735110824795,1.2572797571049026,Iris-versicolor
+58,5.192744391305063,2.6981631901998946,3.791408613896923,1.397264261138909,Iris-versicolor
+59,6.329589096280839,3.412359213164806,5.613783821477098,2.3989488072511804,Iris-virginica
+60,6.865602693750659,3.1955003787023473,5.690495119451969,2.2894584400076643,Iris-virginica
+61,5.906841200822179,3.001036356545776,4.218263730383428,1.5015358041114655,Iris-versicolor
+62,5.9843586963850965,3.193564216269274,4.780247132110455,1.758389911393935,Iris-versicolor
+63,6.0149007224890445,2.717304569614528,5.098018936169731,1.6061654243758197,Iris-versicolor
+64,5.197569956782011,3.4902648956824556,1.5134343239843127,0.2,Iris-setosa
+65,4.4,2.9144060548491106,1.4021922602909012,0.2,Iris-setosa
+66,5.075279754922241,3.7474919918008776,1.6809340971460123,0.37517344291081955,Iris-setosa
+67,5.37767973904614,3.0003223769343075,4.490832258671525,1.504666721043746,Iris-versicolor
+68,5.909329575055058,3.1995270427323064,4.826403568019886,1.780334517919461,Iris-versicolor
+69,6.887267208257818,3.2055002265619414,5.676264786641219,2.3128048150519915,Iris-virginica
+70,5.028149181593328,3.286572478026215,1.3401663671771349,0.2,Iris-setosa
+71,5.9946102924615365,3.3961216623524835,4.469766538007684,1.5907363201668878,Iris-versicolor
+72,5.717686142771799,2.501132726825253,5.004469898565012,1.9983208828077414,Iris-virginica
+73,5.007328803876375,3.215552363627287,1.2113826180954295,0.2,Iris-setosa
+74,6.496519455205256,2.9928900112579933,5.467521032649409,1.802438586809134,Iris-virginica
+75,5.781532181118292,2.685139004947121,5.109558474955212,1.9007856319158405,Iris-virginica
+76,5.193714552592268,2.6885640556167965,3.9109836497348383,1.3901868855358477,Iris-versicolor
+77,5.625242534021251,3.003420278208445,4.080724354114595,1.3092445334727825,Iris-versicolor
+78,4.502002490765931,2.30129875134557,1.2912462512929719,0.27519490503228133,Iris-setosa
+79,5.797994395637351,2.7117748706290694,5.098562682999145,1.8910839758712137,Iris-virginica
+80,4.4,3.2107244752075177,1.297131051184627,0.2,Iris-setosa
+81,5.365847310119523,3.8807072602435397,1.7595851192529657,0.39311374226309415,Iris-setosa
+82,4.597074314011134,3.206921222397502,1.3994246576116096,0.2,Iris-setosa
+83,5.509445202908218,2.394719912929551,3.764512734867143,1.1193941689043851,Iris-versicolor
+84,5.001511569043722,3.4968370061398413,1.282307912779221,0.302726929529263,Iris-setosa
+85,5.879769113524878,2.987250909508971,5.0919726431743175,1.8105833119359087,Iris-virginica
+86,5.521298924102452,2.9959991406561635,4.164161701168956,1.3383854478815593,Iris-versicolor
+87,5.218746341984021,2.7081842700421954,4.024520573219822,1.4083785788233671,Iris-versicolor
+88,6.331981784717586,2.3249441525831673,4.434315293979268,1.3261343221923432,Iris-versicolor
+89,6.408289752990635,3.0936396203625804,5.467256586262894,1.800529744077784,Iris-virginica
+90,5.5745982227200965,2.764176745642848,4.158598013160499,1.3077416470855596,Iris-versicolor
+91,4.908941039377729,2.3981188886264726,3.4808245708648533,0.9729306730580193,Iris-versicolor
+92,5.110788831638698,3.3173627316230814,1.3300913751075714,0.2,Iris-setosa
+93,5.495494922160758,2.5999266231359197,4.400360976532693,1.1811729057156788,Iris-versicolor
+94,6.453177375479659,2.91243824857436,4.284986689091669,1.3110860567132716,Iris-versicolor
+95,6.003726466223209,2.7034030277607686,5.086057626738171,1.6057948391317525,Iris-versicolor
+96,6.639210445908874,3.0855237387032095,4.388260626818223,1.4254953776800963,Iris-versicolor
+97,6.087988892041554,2.603204629960781,5.635620018274489,1.4003625959307804,Iris-virginica
+98,4.600367861437627,3.6021072002404715,1.000000381433042,0.2,Iris-setosa
+99,5.125199111319531,2.4896751993835915,3.145846800828314,1.1261219224495598,Iris-versicolor
+100,5.104221271770815,3.499708369183899,1.4030628664253526,0.2948254780604753,Iris-setosa
+101,4.603798050489501,3.6077190669339156,1.0000005228477828,0.2,Iris-setosa
+102,5.4185311094967785,3.002122737786419,4.496793043396823,1.4981326189929483,Iris-versicolor
+103,6.7211569020999,3.1134366984470874,4.394422662336775,1.3977644540511656,Iris-versicolor
+104,6.3885178062375525,2.9034803144283368,4.292846010308236,1.3065232250802639,Iris-versicolor
+105,5.785179602222714,2.8135145645064696,5.0987225769507365,2.3971425364905086,Iris-virginica
+106,4.400000467538841,2.9162710602299877,1.3966411663076692,0.2,Iris-setosa
+107,5.087615825868667,3.805084660182441,1.6947823303862248,0.3947035838859204,Iris-setosa
+108,6.370732036398647,2.8509866559892036,4.257920447120699,1.3123416427905692,Iris-versicolor
+109,5.1568105759621545,3.4480774383066333,1.499015433948472,0.2,Iris-setosa
+110,5.41486943511682,3.9069086367084243,1.6957784878941298,0.40105964581907444,Iris-setosa
+111,7.7,2.809742122528571,6.7,1.9983037889948718,Iris-virginica
+112,5.811643831112321,3.0041623617885387,4.3502035748824035,1.4956144424005218,Iris-versicolor
+113,4.775028466293456,3.3760092406945317,1.5828542458535524,0.2,Iris-setosa
+114,4.991057953401506,3.1956683623587923,1.2096056194753968,0.2,Iris-setosa
+115,4.4,2.8765268591683957,1.395035720294407,0.2,Iris-setosa
+116,5.005532291006281,3.207637240414022,1.1979000173326226,0.2,Iris-setosa
+117,6.298388838805402,2.509732801472369,4.985918409638748,1.8906288738894446,Iris-virginica
+118,6.285785358770949,2.802254236310357,5.090001456381019,1.4945914313611173,Iris-virginica
+119,5.249507642849483,3.54849224467342,1.5008162545977257,0.2,Iris-setosa

iris/tab_ddpm/1/2/test.csv

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