a

iris/tab_ddpm/6_1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.85843441759961,6.699998953692768,1.991740103602939,Iris-virginica
+1,5.808231460820251,2.698967987913883,5.118819008907118,1.8750564095112927,Iris-virginica
+2,6.297050749250172,2.5127551899655978,4.893775352439515,1.5045420551221265,Iris-versicolor
+3,5.8258791740162765,2.7678720749703025,5.096643333961083,2.314708397596684,Iris-virginica
+4,5.403946262330578,2.9970191485870408,4.502066216253944,1.4977274103092293,Iris-versicolor
+5,5.78787251539758,2.7034208710126078,5.080473556829061,1.8884014392711381,Iris-virginica
+6,5.032028367258559,3.598229981440571,1.4370232440447692,0.2,Iris-setosa
+7,5.011220726218646,3.2407874393434866,1.2331046636676575,0.2,Iris-setosa
+8,6.661292074360196,3.013256108949125,4.414070244037362,1.4047522026705428,Iris-versicolor
+9,5.030343133006828,3.481578585974237,1.3506747633747287,0.29303996961032847,Iris-setosa
+10,5.345666815301146,2.998156599604245,4.481431495254151,1.5131439224687995,Iris-versicolor
+11,5.509919924995878,4.21231544885704,1.4002498826219516,0.2,Iris-setosa
+12,5.065885558732693,3.324181738468504,1.675243317005827,0.28636637655798125,Iris-setosa
+13,5.102727202664497,2.496706953268501,3.0715276779785254,1.0598917892553932,Iris-versicolor
+14,5.500037270702526,2.3912500848959954,3.530677669998094,0.9757034755936258,Iris-versicolor
+15,6.505968194998122,3.1661277505215026,4.520780711818521,1.4736056342080166,Iris-versicolor
+16,5.548072345589068,2.6552698810876403,4.315717793593919,1.281094267259587,Iris-versicolor
+17,5.718183715812168,4.4,1.5339314299774645,0.3922632123657473,Iris-setosa
+18,4.950995544665417,2.416947860437919,3.172370630102603,1.0131912732720305,Iris-versicolor
+19,6.843819034074879,2.993764988442375,5.520018749440141,2.0962800869499065,Iris-virginica
+20,5.012632580698393,3.4920948747904537,1.3064458721746317,0.2972095583045851,Iris-setosa
+21,5.210678394937112,2.694461512132271,3.8250116858488354,1.3978585377624435,Iris-versicolor
+22,5.006793964624518,3.521708187026365,1.3077485301189198,0.2936808500675292,Iris-setosa
+23,5.433449242155057,2.4233649935766484,3.666190652210865,1.1155663895027657,Iris-versicolor
+24,5.247603769502183,3.474431196240486,1.5511579218865208,0.2,Iris-setosa
+25,5.904418494392038,3.2008467726949714,4.816455095319938,1.7876243953736883,Iris-versicolor
+26,5.879332963925798,3.1762254442065463,4.72966551878063,1.736209466041768,Iris-versicolor
+27,6.007797133726294,2.9938467044236634,4.825065891068429,1.7894632426073556,Iris-virginica
+28,7.699997742727948,2.8015255041336675,6.699997976612252,2.0306299117919937,Iris-virginica
+29,5.151410805621358,3.4394576480811963,1.4979460606511452,0.2,Iris-setosa
+30,6.690712218863924,3.342397086829121,5.729286931181295,2.5,Iris-virginica
+31,5.530224720583778,2.6144719948984823,4.331101565427977,1.2697315092722645,Iris-versicolor
+32,4.660745160372014,3.143320244355159,1.3598956908866358,0.2,Iris-setosa
+33,5.188652542400699,3.4952908572453087,1.5073016941470652,0.2,Iris-setosa
+34,5.5541752779529645,2.4005112618702373,4.004226081843266,0.9432279859096547,Iris-versicolor
+35,7.699998513186528,2.8147273908413117,6.699998049848602,1.9912474088747725,Iris-virginica
+36,6.721289956599611,2.988078662162553,4.991988441414523,1.6832356951961511,Iris-versicolor
+37,6.689565227468764,3.057244701260641,4.49000129026246,1.4156101819149849,Iris-versicolor
+38,6.402176697315306,3.094876491341985,5.463037052192011,1.8040247118801334,Iris-virginica
+39,5.097126748465146,3.8386633794169827,1.6686834033879956,0.4149408560635677,Iris-setosa
+40,4.6823883433355835,3.446695188217983,1.3919705213895095,0.3128973981292614,Iris-setosa
+41,5.365370747066162,3.3983102018983544,1.6728980319757574,0.2,Iris-setosa
+42,6.804812382757074,2.9789109385427444,5.496628938126333,2.085646890904496,Iris-virginica
+43,5.512940561181367,4.21613576315535,1.3830828749778834,0.2,Iris-setosa
+44,6.035971521240422,3.3509876591768064,4.508018981968241,1.5827059961899923,Iris-versicolor
+45,6.3191618110911305,2.9032996496525585,4.346860704208039,1.307710491220435,Iris-versicolor
+46,6.289437518161474,2.690437500397341,4.9149503784556465,1.7906790776026764,Iris-virginica
+47,4.869777045978202,3.009975705510402,1.3876328664335398,0.2,Iris-setosa
+48,6.007509954627202,2.985961281603088,4.8587609047299765,1.802014483841696,Iris-virginica
+49,6.4189590181090495,3.0976106596982333,5.495849232158395,1.7969906683003545,Iris-virginica
+50,7.699998682297304,2.7504148489696423,6.7,1.99799642423427,Iris-virginica
+51,4.638323971168323,3.3994773907448175,1.4157885291376096,0.3011042905680542,Iris-setosa
+52,4.400000543195114,3.1847033779985767,1.2988971515040397,0.2,Iris-setosa
+53,7.699998955230627,2.76656795599644,6.6999988175728955,1.9958614117018862,Iris-virginica
+54,7.253185943870607,2.9194850737448363,6.25962013477672,1.810667292428232,Iris-virginica
+55,4.400000473833277,3.2060144264904293,1.3124820873360743,0.2,Iris-setosa
+56,4.84903880018892,2.3891942463100975,3.32911736382031,0.9916830493864885,Iris-versicolor
+57,6.910166203783024,3.217699360663025,5.6889710400504825,2.2584650307716907,Iris-virginica
+58,5.096548001000793,3.6220009397117474,1.467553884477831,0.41430369529831534,Iris-setosa
+59,5.300808878842574,2.7592493854101123,4.133998845713173,1.41253632359954,Iris-versicolor
+60,5.015192695128721,2.4538695292785047,2.992600162757193,1.120263406736822,Iris-versicolor
+61,5.1715567401773646,3.4745237028002114,1.5053970304874529,0.2,Iris-setosa
+62,5.1031484683028925,3.311115405378595,1.6857238000464079,0.4527102230565587,Iris-setosa
+63,7.7,2.8115102076359855,6.699998912076938,1.9966594262142747,Iris-virginica
+64,6.373212489516138,2.882888438480753,4.276884776889252,1.3068305089054444,Iris-versicolor
+65,4.791583590560984,3.3994131496945226,1.5796598383113643,0.2,Iris-setosa
+66,5.494815779590634,2.400671983266667,3.850842191442916,1.0555601939439843,Iris-versicolor
+67,5.905854780909328,3.001737342760846,5.093960766519366,1.8004006183650614,Iris-virginica
+68,4.4,2.8964236545803095,1.4000245926607362,0.2,Iris-setosa
+69,6.296792423478091,2.4849599309937997,5.011297716582369,1.9066940298617143,Iris-virginica
+70,6.397033096591487,3.0950560100691757,5.517888529776706,1.8061078879456343,Iris-virginica
+71,6.693470014832354,3.304161570971213,5.670034665189991,2.1310902842512824,Iris-virginica
+72,5.87426895137727,3.200543255615492,4.8022726856866615,1.8168805658540355,Iris-versicolor
+73,6.327665177104949,2.7873627934711696,5.0918528982439755,1.489774019133687,Iris-virginica
+74,4.597013786830209,3.588946550580732,1.0000005604243536,0.2,Iris-setosa
+75,4.966790333270838,3.4845674699268554,1.2735321804484483,0.2983446539753095,Iris-setosa
+76,5.188688862123118,3.454420034959938,1.425608472272804,0.2,Iris-setosa
+77,4.4905859190429585,2.295845002860748,1.292455423141051,0.2939455519934827,Iris-setosa
+78,5.476018573103166,2.394143944424655,3.7692349381733,0.9623219597505732,Iris-versicolor
+79,5.0971103060029055,3.307109672295182,1.738856125625352,0.5392263160995702,Iris-setosa
+80,4.883052156536507,2.982594027573325,1.4060641545387231,0.2,Iris-setosa
+81,5.956849028166871,3.3600198904118668,4.5959435848160455,1.6869716185491768,Iris-versicolor
+82,4.767454688029447,3.0578885449771485,1.4063348414887478,0.2,Iris-setosa
+83,5.172646961563211,3.418548337469748,1.4102474359232027,0.2,Iris-setosa
+84,5.917678516189396,3.191387270373935,4.782037374449251,1.773588357553786,Iris-versicolor
+85,5.634481227476322,3.016400823022836,4.161268020603415,1.322370994916412,Iris-versicolor
+86,5.085233967390839,2.4866700109745987,2.993561763781159,1.0920231191111327,Iris-versicolor
+87,5.99649851743702,2.697794296193596,5.103742774143437,1.6090275854549037,Iris-versicolor
+88,6.694227649422107,3.0943213456751444,4.438226972831167,1.4066051937283888,Iris-versicolor
+89,5.400514781215291,3.4310465649455395,1.8303997332968522,0.2,Iris-setosa
+90,6.005426566659031,3.3818275390808052,4.491324296897463,1.5782975112303523,Iris-versicolor
+91,5.894489734232159,2.989659518555915,5.099683875466128,1.8081188061038005,Iris-virginica
+92,7.039950663484688,3.0100944990657057,5.865790104126309,2.102321176856447,Iris-virginica
+93,5.35303709391936,3.406016956081924,1.6914322455289383,0.2,Iris-setosa
+94,6.458599646382158,3.0281618619051454,5.512608540850075,1.784797380169587,Iris-virginica
+95,4.400000639951442,2.927546130181666,1.3863602895770337,0.2,Iris-setosa
+96,4.502230939668078,2.302749757220869,1.309194239697098,0.3009223541505674,Iris-setosa
+97,4.656737786213018,3.4271051963388843,1.402820478566456,0.2828848869631634,Iris-setosa
+98,6.092095994144527,2.9908444781730372,4.57036786856359,1.4043365437764,Iris-versicolor
+99,5.999303585005409,2.696806003702673,5.086614584399266,1.5772000792444638,Iris-versicolor
+100,5.084544849780028,3.747694924251432,1.5151271937856705,0.45322419314968304,Iris-setosa
+101,5.795568069850401,2.6779387057991957,5.095743612752445,1.90133203514798,Iris-virginica
+102,5.560649904640904,2.9963281268722106,4.4954581840483945,1.5022537151987931,Iris-versicolor
+103,4.914830653442368,2.422769717107376,3.2921630972545675,1.1130270955598518,Iris-versicolor
+104,6.538447845635435,3.140684713040337,4.471113920110628,1.4632202318594607,Iris-versicolor
+105,6.010244081216813,2.2,5.003247008468623,1.500559037210519,Iris-virginica
+106,5.912943346382484,3.2113854893841034,4.789621821422221,1.7741981687784676,Iris-versicolor
+107,7.07437424321856,3.00808101702656,5.824725472751055,2.106360143587551,Iris-virginica
+108,6.377816722270756,3.038804634010675,5.5025777481921105,1.7860542812988087,Iris-virginica
+109,4.400000669575748,3.1801504846662123,1.3327291025523897,0.2,Iris-setosa
+110,7.699998891397214,2.7873918310690424,6.699998980844829,1.9930750151810335,Iris-virginica
+111,6.091048678621689,3.003933210335675,4.624873148001647,1.397350747538522,Iris-versicolor
+112,6.323038369975375,3.210606886750882,4.538837903362141,1.5168726530105683,Iris-versicolor
+113,5.10874213718213,3.8147733690154055,1.6030745117591028,0.2,Iris-setosa
+114,6.451612245195852,3.1701401807571186,4.516526255648631,1.4861672609089527,Iris-versicolor
+115,5.246760091632435,3.4104997459321513,1.5901736353073146,0.2,Iris-setosa
+116,5.228857140791013,2.7476989917837398,4.059115602844512,1.4184052713976807,Iris-versicolor
+117,6.261839219219237,2.5588661680237643,4.94385880162704,1.5476587092811602,Iris-versicolor
+118,7.699997938798832,2.772353337699011,6.699998754366733,1.9720537927426927,Iris-virginica
+119,4.98399271385376,3.509750806924036,1.2542744657497393,0.31016988393958705,Iris-setosa

iris/tab_ddpm/6_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/6_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/6_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/6_1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.981069789772808,3.168179693567103,1.2409161014336612,0.2,Iris-setosa
+1,4.62228021544978,3.404770350513219,1.4006724463455114,0.2985740599473655,Iris-setosa
+2,5.370204328328293,3.91194271784149,1.323011992139302,0.42096276662101256,Iris-setosa
+3,5.687525312205937,4.399998884333101,1.4957477563939432,0.3947183517462356,Iris-setosa
+4,5.602279765127283,2.7010929976157763,4.206861721408367,1.3029385784892797,Iris-versicolor
+5,5.038410153317183,3.2937590010126923,1.2974003081903789,0.2,Iris-setosa
+6,5.523939065759773,2.5868297221560086,4.37143453416842,1.2594519056010787,Iris-versicolor
+7,5.805216892041355,2.7024941958827617,5.113730540228077,1.896214579806311,Iris-virginica
+8,6.023287717320906,3.4036648239410368,4.483128656193755,1.5890342234010517,Iris-versicolor
+9,4.846260906996092,2.4023337778771756,3.283038439858847,0.9314834038155416,Iris-versicolor
+10,6.618702616405651,3.0466902602795423,4.409425913339627,1.3942113320861118,Iris-versicolor
+11,4.87120051506809,3.1114043111619245,1.4917557553427454,0.1,Iris-setosa
+12,6.492504467655419,2.9487264696234834,5.5164008748879905,1.8127449145486352,Iris-virginica
+13,6.684151441774725,2.998342042824417,5.000358350752358,1.7161779803004744,Iris-versicolor
+14,4.707287098996184,3.091294412519079,1.3869299222700742,0.2,Iris-setosa
+15,4.400000540047012,2.9010096957948686,1.3932424176281315,0.2,Iris-setosa
+16,5.040020603830216,2.476077459748561,2.948164460049626,1.1037829268690844,Iris-versicolor
+17,5.451650973028302,3.398910143736831,1.9345223799638127,0.2,Iris-setosa
+18,6.035590362303693,2.7190606375660287,5.096313995802487,1.6052509325344644,Iris-versicolor
+19,5.987475028784485,3.003282421759998,4.8771038609087825,1.8070830036692307,Iris-virginica
+20,7.7,2.8171199995159917,6.7,1.997206592008677,Iris-virginica
+21,6.752488618783234,3.267560454792179,5.656415595026738,2.5,Iris-virginica
+22,6.290954374497322,3.3864017033603986,5.598105825478368,2.4069952778957195,Iris-virginica
+23,6.51916888437089,2.98186582288644,5.517834385980907,1.7980424695834436,Iris-virginica
+24,7.7,2.7915104016542314,6.7,1.9975827830144475,Iris-virginica
+25,5.006097131481904,3.304521986718854,1.4176087922867546,0.2,Iris-setosa
+26,5.167456774998812,3.423129155694714,1.4024988246899497,0.2,Iris-setosa
+27,7.209737068647927,2.9808920353470514,6.024236511605697,2.026189561989344,Iris-virginica
+28,6.691614877280184,3.3172798601088624,5.740576401458636,2.0959403408630832,Iris-virginica
+29,5.887856791524807,3.1992474146671137,4.822429665356608,1.8235340311026225,Iris-versicolor
+30,6.097598422015248,2.9992392028195307,4.577041082985025,1.385504977040275,Iris-versicolor
+31,5.559665729826633,2.6662370441745353,4.203966679356566,1.281717483889901,Iris-versicolor
+32,6.330605261762055,2.7222447545347244,4.9018785712240955,1.7903590010577086,Iris-virginica
+33,7.282585075185008,2.9064770667919118,6.310269444334973,1.780137099324432,Iris-virginica
+34,6.7580227565266044,3.309788971732252,5.742063070705076,2.112349734347002,Iris-virginica
+35,5.3895266202439425,3.8825832499778503,1.3265305885982794,0.38564919063557557,Iris-setosa
+36,5.998683992451372,2.9716581055106426,4.755709228026136,1.7940517429093643,Iris-virginica
+37,5.396972831998106,3.9196681527824615,1.275307372525244,0.49429953708351004,Iris-setosa
+38,6.147967215838194,3.3119618549414542,4.518781846853899,1.5525265601416045,Iris-versicolor
+39,4.58032074729747,3.6057729483236733,1.0,0.2,Iris-setosa
+40,5.045816383746646,3.5054437546669726,1.3132849416704815,0.2844902781685284,Iris-setosa
+41,4.860502631808997,3.084152392060027,1.4958264995996169,0.10000014132339324,Iris-setosa
+42,5.102571122660416,3.307952583898278,1.7334708043559048,0.48779596681764903,Iris-setosa
+43,6.56338617302963,2.9791266820052202,4.401905478310411,1.398228848157371,Iris-versicolor
+44,5.860923490621444,2.9944556947899454,4.225066451762949,1.3359322223715753,Iris-versicolor
+45,5.394614207233135,3.8903601953126,1.905043174687475,0.4237031932844693,Iris-setosa
+46,6.332043842358867,3.391465978657704,5.61674588984983,2.4029940741099183,Iris-virginica
+47,4.909115859070204,2.9921262831242053,1.4011934853777175,0.2,Iris-setosa
+48,5.4778353796267885,4.210003186398474,1.4015279051639686,0.2,Iris-setosa
+49,5.176927864395163,3.4750027989280983,1.4924246886220462,0.2,Iris-setosa
+50,5.888045840358432,3.1957574504778683,4.818780497202809,1.8009315636144294,Iris-versicolor
+51,4.90003691262118,3.0172799103039982,1.3998069420964119,0.2,Iris-setosa
+52,5.510238263123471,2.617401526111359,4.265501442727658,1.2656013055534994,Iris-versicolor
+53,6.307451257401714,2.802903630923604,5.093426634848642,1.5145494297298874,Iris-virginica
+54,7.699998832169368,2.745332486067619,6.7,2.057593643321275,Iris-virginica
+55,5.088993882368183,3.5000852375693414,1.3898327050322827,0.2994602783151379,Iris-setosa
+56,6.3799218341192905,3.0964217945544803,5.490701070816668,1.803421060375622,Iris-virginica
+57,5.615136425478239,3.003281743959228,4.146233983724451,1.310964216727996,Iris-versicolor
+58,6.364777842122756,2.94539813993216,5.5481340431441195,1.8092459168244934,Iris-virginica
+59,5.199804664814045,3.4017725117758646,1.401861748833551,0.2,Iris-setosa
+60,6.047933313903771,2.9930685280221394,4.571260277490304,1.4121316993560442,Iris-versicolor
+61,6.006199376974038,2.9858313516994968,4.801116533166959,1.804289742060229,Iris-virginica
+62,5.106575909642617,3.7834824343178597,2.0412407823346808,0.40914976509009765,Iris-setosa
+63,4.639707572309948,3.3899121817959155,1.4384399816632605,0.29021325532050246,Iris-setosa
+64,4.4,2.9050450609213705,1.4031158150702754,0.2,Iris-setosa
+65,5.468744236412707,2.9976279454211903,4.535175130661435,1.502373673061281,Iris-versicolor
+66,5.0394013411022325,2.4648174518172876,3.237872008520296,1.07660444804503,Iris-versicolor
+67,4.830055778906196,2.3828080337719864,3.295281599002449,0.9726079142108206,Iris-versicolor
+68,5.126243305520433,2.4993614983497348,2.9476268771730973,1.0584123026564718,Iris-versicolor
+69,4.985944259032293,3.1901003355005715,1.2215226428690147,0.2,Iris-setosa
+70,5.20100174430435,3.405939515554705,1.4225779868853843,0.2,Iris-setosa
+71,5.478513524516681,2.412774950753037,3.9026714451291644,1.1279783870496265,Iris-versicolor
+72,5.109197240358173,3.29802087136811,1.694273186360038,0.49687752041625527,Iris-setosa
+73,5.471664626096588,3.001756297750147,4.527293938125766,1.500391884560742,Iris-versicolor
+74,5.501049540297432,2.395625084326634,3.6977382579299514,0.9823307262700649,Iris-versicolor
+75,5.564350502652479,3.0021970087926686,4.50369655658249,1.4981540994899207,Iris-versicolor
+76,4.912232550325707,2.4070345915285865,3.2662421736953435,1.023791668066817,Iris-versicolor
+77,4.4,3.074867152370751,1.3456380585062333,0.2,Iris-setosa
+78,4.90195959442917,2.407488051728009,3.2780109697052113,1.0006263714229857,Iris-versicolor
+79,6.305092684073801,2.702313384174026,4.913937821789679,1.8150437460813234,Iris-virginica
+80,5.034218162847084,3.5005437057861233,1.369896549235012,0.3105187977331919,Iris-setosa
+81,5.11235596637572,3.347631539570401,1.3768524261293513,0.2,Iris-setosa
+82,6.080819260687946,2.6019772571623485,5.579067364200602,1.4006137677084387,Iris-virginica
+83,5.995369289469135,3.381104376403828,4.48826461294837,1.5621179863680053,Iris-versicolor
+84,6.703788812928396,2.958140697604124,5.471335880576926,2.0710045294145374,Iris-virginica
+85,6.760959988872395,3.0053515773409223,5.479804448387451,2.077182873311147,Iris-virginica
+86,6.316086879850474,3.407552887116269,5.589851684877367,2.396242813883984,Iris-virginica
+87,6.688383074392681,3.2920361645043257,5.759499562191214,2.4999994175050166,Iris-virginica
+88,6.028047193464422,2.8362791528197357,5.316307950354842,1.8246210330310026,Iris-virginica
+89,5.010563139674555,3.577866899588177,1.3612743873983686,0.2,Iris-setosa
+90,6.100278086900956,2.5935167917959827,5.608623958290849,1.4022692518227577,Iris-virginica
+91,6.116480959482749,3.324163378313503,4.521099286757334,1.5657003947220318,Iris-versicolor
+92,6.2287929688460695,2.5509081929178783,4.951737958703202,1.5315108549686212,Iris-versicolor
+93,6.6162852389115905,2.9967143787926003,4.376578221604061,1.4012043396781322,Iris-versicolor
+94,6.286933049842596,2.5032031546629185,5.000494758667652,1.8989032614208405,Iris-virginica
+95,5.431945211296779,2.990532476923392,4.492098494655142,1.4964198863671525,Iris-versicolor
+96,5.062475951867687,3.50070892722934,1.3423848403618939,0.29117081745137535,Iris-setosa
+97,5.814504578851446,2.711925665690279,5.112144104530608,1.9098366101488604,Iris-virginica
+98,6.287699164171727,2.73409011287999,4.944511319808647,1.7453775947077057,Iris-virginica
+99,6.69568404012602,3.2821168035719337,5.698749202033213,2.4999994622378736,Iris-virginica
+100,7.7,2.8121882790676156,6.7,1.9953806462495707,Iris-virginica
+101,5.99448562150975,3.392274036402042,4.54365469405182,1.5879547150557745,Iris-versicolor
+102,5.703116582239045,3.0068978169553504,4.490708220586972,1.499672168553709,Iris-versicolor
+103,6.233650981072135,2.811469196722977,4.871087267195049,1.770414504327099,Iris-virginica
+104,6.644893943866898,3.0323680637712345,4.391038278999144,1.4097703041527836,Iris-versicolor
+105,6.007938287184906,3.3940822785765845,4.487945368900551,1.5810269074333954,Iris-versicolor
+106,5.538223651153737,2.991581526605483,4.071480241115997,1.29017885394634,Iris-versicolor
+107,5.586136082664043,3.019500564363526,4.08779738430279,1.3182822331980109,Iris-versicolor
+108,6.473317106794021,3.0616943965370433,5.494126222070207,1.8137336124200465,Iris-virginica
+109,5.4918019666943545,2.6087431906570995,4.431139720426079,1.2020119856695177,Iris-versicolor
+110,7.699998594093243,2.7892191275529035,6.699998819921818,1.9911142266990973,Iris-virginica
+111,6.923844346651099,3.1989805292460836,5.709556043503395,2.29559198362317,Iris-virginica
+112,5.681190922620041,2.4876418032522642,4.989159626386372,1.9881503040345814,Iris-virginica
+113,4.586932656653301,3.19711588139828,1.371856671495234,0.2,Iris-setosa
+114,4.60545249659847,3.3879424911082245,1.3940823025366302,0.3017813118196351,Iris-setosa
+115,4.877998473854271,3.1033398576195657,1.5092512295313012,0.1,Iris-setosa
+116,6.295118409258716,2.6935265146309444,4.913740112403446,1.8008882064026521,Iris-virginica
+117,5.202286561593711,3.399973704040634,1.3980847409800994,0.2,Iris-setosa
+118,5.44121595330182,4.064366669354868,1.4238218701648375,0.2,Iris-setosa
+119,5.933239833859756,3.2484477904378424,4.692374569934648,1.702346915670241,Iris-versicolor

iris/tab_ddpm/6_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/6_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/6_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/6_1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5184760938691335,2.397521331677051,3.726761511075458,1.065355926868049,Iris-versicolor
+1,6.011720053031262,2.699082955382474,5.18164085096556,1.6099440486541532,Iris-versicolor
+2,5.996781715940886,2.988433333660345,4.808198418089436,1.8081458860212976,Iris-virginica
+3,6.003992977838404,3.397859929177174,4.471609325461711,1.5951665212188706,Iris-versicolor
+4,6.7252736485600595,3.2987311883383112,5.712943614447731,2.49999949277475,Iris-virginica
+5,5.958343903237872,2.987625588403207,4.253420240975399,1.4748493052248997,Iris-versicolor
+6,4.878965707737628,2.4124117705785704,3.1349368716991277,0.9092000883559412,Iris-versicolor
+7,6.669518211562611,3.119921263859413,4.42172927498182,1.412138120464547,Iris-versicolor
+8,5.355449091320407,3.90975540735215,1.6565954112999044,0.39170487541219645,Iris-setosa
+9,6.497646597725862,3.182948576833238,5.562240756567023,1.9358232216082574,Iris-virginica
+10,6.319888717018457,2.297069128440304,4.463100322077159,1.3008691181051117,Iris-versicolor
+11,5.913451998976611,3.1981891914912115,4.788567751040758,1.8148443242358259,Iris-versicolor
+12,5.000698331799972,3.280873563997685,1.4057969625003028,0.2,Iris-setosa
+13,6.306518011199033,2.523708052080116,5.030309226249277,1.9033703194639489,Iris-virginica
+14,5.085958669906707,3.618405781454031,1.4556133142073349,0.39436466685458615,Iris-setosa
+15,5.5085016628878956,2.394769932785863,3.8150567048217745,1.08787049755301,Iris-versicolor
+16,5.094262308996931,3.7477351538375228,1.615746274792536,0.2,Iris-setosa
+17,5.9855716346025485,2.2,5.024242184623842,1.4922654868242113,Iris-virginica
+18,5.807126339710489,2.994574646493543,4.2482866313905525,1.490670803143053,Iris-versicolor
+19,5.9994035979790015,3.3958126254311005,4.492832264680388,1.5826492813786661,Iris-versicolor
+20,5.113572836284221,3.7087113344169205,1.5834257823328852,0.2,Iris-setosa
+21,5.1110847834390425,3.2990858597575636,1.8333502968034856,0.4112032695600829,Iris-setosa
+22,6.0857539793515585,2.9923069694363313,4.593898651816378,1.4161619210889795,Iris-versicolor
+23,5.890891970081785,3.2013042118099597,4.81708364127823,1.796109609538299,Iris-versicolor
+24,5.807902885092924,2.7299900047948276,5.109431387839196,1.8924719551414335,Iris-virginica
+25,7.699998481383986,2.7810360853858525,6.699998266262672,1.9987727196994436,Iris-virginica
+26,5.085390349555933,3.4916225470080877,1.3811494004523626,0.30240645611098343,Iris-setosa
+27,7.699998892935037,2.7818706939155433,6.699998189139828,1.9626528549709823,Iris-virginica
+28,5.374957701274498,3.933752390459914,1.2895941867481873,0.5497130074757414,Iris-setosa
+29,5.989743607207786,2.2000002923180677,4.964429740148211,1.4959657582326071,Iris-virginica
+30,4.489338319219028,2.296870384312094,1.3022030744586686,0.2921317896040692,Iris-setosa
+31,5.398085007488155,3.9225037665014155,1.6974122729510728,0.40134284720246244,Iris-setosa
+32,6.304902689371012,2.7145018389615116,4.902772842821594,1.7686306533584328,Iris-virginica
+33,7.105142141853268,2.98950145158563,5.8800517537916175,2.10089437116334,Iris-virginica
+34,5.505811535901833,4.203865867465063,1.4009973830599731,0.2,Iris-setosa
+35,6.30424748685153,3.4106926880697648,5.625581008425515,2.4080619109561465,Iris-virginica
+36,5.973633978059217,3.4127602458101136,4.50724309236685,1.6307249885008233,Iris-versicolor
+37,5.0934357646346236,3.7692855435068675,2.02253132183515,0.43411029331247764,Iris-setosa
+38,5.218635044421167,3.468677438546003,1.537676898414757,0.2,Iris-setosa
+39,5.981543259441284,2.699807677638855,5.08005401527992,1.5646786119162737,Iris-versicolor
+40,6.138085650125917,2.9938941391588463,4.6046166781067175,1.3856931071794216,Iris-versicolor
+41,6.687825561887875,3.2948195879456392,5.683936587460444,2.0953213670995736,Iris-virginica
+42,6.699347767326854,2.9878714884805735,4.991469643698911,1.7110398670957048,Iris-versicolor
+43,5.784845845352323,2.682706176012327,5.0898164118574085,1.916512998808443,Iris-virginica
+44,5.515250919717734,4.198398451087816,1.4068488622618396,0.2,Iris-setosa
+45,5.502231092142028,2.4147210645938224,3.683728270425622,1.0746548664133297,Iris-versicolor
+46,5.109408387581445,3.784870367746515,1.9447788263000052,0.5059738921325784,Iris-setosa
+47,5.3235498149195495,3.8141503139278874,1.4935112561160397,0.2,Iris-setosa
+48,5.505082850306879,2.5901794334751718,4.40994900307552,1.155429095213187,Iris-versicolor
+49,6.004534682821122,3.0012233049827657,4.768320821662018,1.8010643993315172,Iris-virginica
+50,5.812797136706485,2.691922535008138,5.111457961249645,1.9005471037135417,Iris-virginica
+51,6.349018779674031,2.461417427553339,4.803378649857935,1.4996682703076631,Iris-versicolor
+52,5.410542625120019,2.9988923736018793,4.464668288500259,1.4840612971429596,Iris-versicolor
+53,6.343852184557258,2.464132010030328,4.835568921658048,1.4828214509619246,Iris-versicolor
+54,5.550038847299291,2.6368315718266517,4.374016865054595,1.2664785629557966,Iris-versicolor
+55,5.804812593575276,2.6943018752820516,5.098384813540768,1.903854166693617,Iris-virginica
+56,5.875524450731986,3.188555461197145,4.783239612128764,1.7878423536505301,Iris-versicolor
+57,5.903349699740358,3.207202240450636,4.7934380131917855,1.7815121688393305,Iris-versicolor
+58,7.7,2.794232543097074,6.7,2.0051293856561867,Iris-virginica
+59,6.447969560092482,2.953956838738531,5.495386333370499,1.8123616514895324,Iris-virginica
+60,6.283748466685106,2.4971496986239954,4.862038279910903,1.5002654639921906,Iris-versicolor
+61,5.773018756174745,2.557123803738186,5.052809380612451,1.9650114349455616,Iris-virginica
+62,5.885325185716923,3.0007653725575674,5.115356980326021,1.8064389002186274,Iris-virginica
+63,6.286046215105151,2.732421531883368,4.891435014461083,1.776263307083675,Iris-virginica
+64,5.488095811545737,3.0013531491785357,4.528029637129652,1.496845405113241,Iris-versicolor
+65,5.1356377213110465,2.6129158249148676,3.338182726886262,1.3514513374631414,Iris-versicolor
+66,4.400000721477105,3.2214920379485315,1.3029204864385875,0.2,Iris-setosa
+67,5.5026991088487085,2.4117758029159866,4.031756851411277,1.128896957861432,Iris-versicolor
+68,5.087637798233006,3.3990251987938915,1.506657802528356,0.2,Iris-setosa
+69,7.7,2.802105908977787,6.7,2.0069760454888312,Iris-virginica
+70,7.2649434757932765,2.8907511269920874,6.270645611278171,1.8170527002125145,Iris-virginica
+71,6.680542109167362,3.1186154478937897,4.433609278260557,1.4148402264798523,Iris-versicolor
+72,6.382074992323665,2.7404312329523375,5.4640184942249075,1.8689709065168605,Iris-virginica
+73,5.576288930028104,3.0065536101524146,4.125328668683138,1.300618759736213,Iris-versicolor
+74,4.924709218147777,3.569742568336842,1.405028295241024,0.2,Iris-setosa
+75,4.614536508521854,3.189030710537152,1.404507626984605,0.2,Iris-setosa
+76,5.202674811359455,3.427882546849884,1.4072371191779498,0.2,Iris-setosa
+77,4.4,2.917417425086803,1.4108782779333777,0.2,Iris-setosa
+78,5.277172044439421,3.6301512681612853,1.5108794156607932,0.2,Iris-setosa
+79,4.400000468534714,2.893354859784367,1.3571584142214879,0.2,Iris-setosa
+80,5.071518982011106,3.3973373802138602,1.5027877397242944,0.2,Iris-setosa
+81,5.586462935319629,3.002782041109858,4.023604128970672,1.3004076102916717,Iris-versicolor
+82,5.113670918564828,3.8428636594565937,1.9386089197426901,0.39730950482017957,Iris-setosa
+83,4.610836651183396,3.3824105829268354,1.4017658231105279,0.28662361349413984,Iris-setosa
+84,4.9121119930936015,3.015637635325699,1.3880968856948896,0.2,Iris-setosa
+85,5.005732707732879,3.6022271063249334,1.3719282341912649,0.2,Iris-setosa
+86,6.604670958515718,2.9738010969645736,4.365467184933309,1.3995305879973898,Iris-versicolor
+87,5.8969774337630305,3.0074724114031803,5.13130325546655,1.8129711733072404,Iris-virginica
+88,5.867349215671604,2.786499921679303,5.024550026185106,1.8517580324219436,Iris-virginica
+89,5.087640819752987,3.7165274855759756,1.4888149759294913,0.45368682270524185,Iris-setosa
+90,5.011547777940799,3.35554557110642,1.4036132778425452,0.2,Iris-setosa
+91,6.2729755244903025,2.302612723773341,4.426224966471362,1.2992493007034671,Iris-versicolor
+92,6.003445700233126,2.7006537095869856,5.093599657015273,1.6279206678880955,Iris-versicolor
+93,5.209079022381092,2.712003494140871,3.989060437715178,1.4082122171858045,Iris-versicolor
+94,5.797242228554943,2.700317563121084,5.114974458688749,1.8922246290393425,Iris-virginica
+95,7.164029529376802,2.981392165385622,5.97236231798902,2.080127773314706,Iris-virginica
+96,5.10374967163987,3.670963458219616,1.591359964403694,0.2,Iris-setosa
+97,7.7,2.8508555251592234,6.7,2.0322782072574297,Iris-virginica
+98,6.753138626684949,2.999636283930236,5.497107610568514,2.0829718542026363,Iris-virginica
+99,5.501364165313565,2.4082266215082853,3.706424394328157,1.0644086118166065,Iris-versicolor
+100,5.382981054788769,3.828437608374743,1.3055784458863464,0.3830893019318319,Iris-setosa
+101,7.07093243601362,3.0044275707243053,5.833856404591309,2.104826838780848,Iris-virginica
+102,5.991984145953657,3.4202038411724116,4.4494539973796075,1.5860546182036785,Iris-versicolor
+103,5.3726511388408955,3.8750519991577232,1.6650003879938295,0.396224243074936,Iris-setosa
+104,5.049004685057617,2.4857180536581405,3.2310759340459843,1.1523427197431921,Iris-versicolor
+105,5.692847012447806,2.5248446487322664,5.035907845569479,2.045653395698066,Iris-virginica
+106,4.400000662371907,2.905593579990404,1.4015646812696416,0.2,Iris-setosa
+107,7.15840157494858,3.0039558979378875,5.936134776020399,2.103231883108638,Iris-virginica
+108,4.581491507591293,3.6143897943845364,1.0000003769837122,0.2,Iris-setosa
+109,5.520038112595513,2.60096522950964,4.4150720689073495,1.2084156078434458,Iris-versicolor
+110,6.500997777686464,3.007037403085692,5.55189126552288,1.78259381814274,Iris-virginica
+111,5.007894609284972,3.5089337588253424,1.3313430320899804,0.29572560000606657,Iris-setosa
+112,5.263475780208251,3.481117960753697,1.568364913659462,0.2,Iris-setosa
+113,5.004670729610776,3.301231207635076,1.4126555420183515,0.2,Iris-setosa
+114,6.656522598895912,3.0632792238363136,4.594677535564775,1.4716454006973256,Iris-versicolor
+115,5.800856677121402,2.7053179847398625,5.101888896428533,1.9033005319034448,Iris-virginica
+116,5.2353573270962945,3.4090006334078486,1.606050481047877,0.2,Iris-setosa
+117,6.692203486048823,3.1037702241289886,4.433770027141061,1.4153242170740634,Iris-versicolor
+118,5.096769647163376,3.3361221131015406,1.353970480745401,0.2,Iris-setosa
+119,5.088328922598681,3.3843449316795646,1.4890382797857962,0.2,Iris-setosa

iris/tab_ddpm/6_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/6_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/6_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/6_1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.103395641020179,3.5860908113155876,1.4606139202904338,0.3740076668808706,Iris-setosa
+1,6.688675832908971,3.2883210842953874,5.705063484975195,2.4999994538565695,Iris-virginica
+2,6.478954681505947,2.9374281910664433,4.363198342787291,1.3511745180514607,Iris-versicolor
+3,5.551300536372685,2.687714558521713,4.20315784914585,1.311272916076462,Iris-versicolor
+4,5.0578910844650515,2.481628980218113,2.7970375453540806,1.1376558783136648,Iris-versicolor
+5,4.894922011344583,3.113775919541288,1.5035343856968146,0.10000013228115102,Iris-setosa
+6,4.850921568861131,3.0747594677077057,1.508407266937068,0.10000010989175118,Iris-setosa
+7,4.997196289955194,3.1792724673433894,1.1983990464803171,0.2,Iris-setosa
+8,5.797268711168721,2.7080957367870497,5.107085637808426,1.8937422677978262,Iris-virginica
+9,5.4360523012621496,2.995450077620482,4.539606270160718,1.5028366559458723,Iris-versicolor
+10,6.94529650228248,3.170948662677166,5.764020631257518,2.277953618682488,Iris-virginica
+11,5.823247899272017,2.7117942581150047,5.099568688593776,1.8982929660591774,Iris-virginica
+12,6.390925897028913,2.701125857213133,5.275108151890492,1.8888423230125284,Iris-virginica
+13,5.0891320446373784,2.50057136452101,3.056606749784569,1.0976668287167202,Iris-versicolor
+14,5.102703293579979,3.807336180988864,1.8859565495441248,0.4496768499695092,Iris-setosa
+15,5.306412036720179,3.784156658129021,1.536003719470254,0.2,Iris-setosa
+16,6.864940669850896,3.1972292065366834,5.691647207310726,2.2918800274918323,Iris-virginica
+17,4.878458601100751,3.1071972882322423,1.4948094452279648,0.10000009430491652,Iris-setosa
+18,5.700528119425761,2.500253427208612,5.005672199568008,1.9968419766398455,Iris-virginica
+19,5.9517853791960285,3.3343318038789125,4.5544768599148435,1.6480512361834634,Iris-versicolor
+20,6.086583693353731,3.012096799072751,4.548579682091395,1.4041125990588708,Iris-versicolor
+21,6.3125107670359935,3.4077514860489777,5.588989174203895,2.4051487450049973,Iris-virginica
+22,6.689904978489665,3.295574310957513,5.640292271543674,2.49999936429423,Iris-virginica
+23,6.375824083678668,3.113812414521274,5.505283530931348,1.8147576824947471,Iris-virginica
+24,7.7,2.8251359227473136,6.7,2.020672062286314,Iris-virginica
+25,7.7,2.800091879511523,6.7,2.048503251459139,Iris-virginica
+26,5.4900549403743035,2.412640758829188,3.8544417921454217,1.167941093700222,Iris-versicolor
+27,7.254183390343699,2.916100101831357,6.252856409618854,1.8179148807308474,Iris-virginica
+28,4.987156874980994,3.295801047732007,1.3935710621690625,0.2,Iris-setosa
+29,6.708577820966964,3.0785332697982333,4.451670572134176,1.388506912491366,Iris-versicolor
+30,6.292197332441047,2.300642631426362,4.428696644194821,1.2958004510669312,Iris-versicolor
+31,5.9894431159847805,2.6961760430976307,5.117024869160704,1.611229917113267,Iris-versicolor
+32,5.497352147851999,4.2048257136061755,1.3665421341363968,0.2,Iris-setosa
+33,5.36855546950986,3.420968377931887,1.675477489596167,0.2,Iris-setosa
+34,5.080742588841556,3.296438211412801,1.6952780440584296,0.5228343637252837,Iris-setosa
+35,6.3851837131727285,2.917276387733371,5.257080932108861,1.7274111504530765,Iris-virginica
+36,6.277649095601976,2.907459291430028,5.583648355758011,1.7841361959441828,Iris-virginica
+37,4.820750557228049,3.4138222383443417,1.5842121012489512,0.2,Iris-setosa
+38,5.004921900792628,3.5616046242195307,1.376544122214774,0.25555284838439557,Iris-setosa
+39,5.087953906856641,3.3828206976965545,1.4983817175404996,0.2,Iris-setosa
+40,5.179513311998198,2.69352552870195,3.883951785124994,1.4002285555911074,Iris-versicolor
+41,6.6875440480088795,3.2999373300905672,5.63629877497618,2.5,Iris-virginica
+42,5.514308449278077,2.4123092174281164,3.9471900781268916,1.050462928482995,Iris-versicolor
+43,4.998112532131148,3.605043477786493,1.402802507420614,0.2,Iris-setosa
+44,5.299829523904115,3.69385067856386,1.499012575489071,0.2,Iris-setosa
+45,5.300415559377392,2.4362365102242967,3.443791250133819,0.9453668817540667,Iris-versicolor
+46,5.152398574989719,3.832555559746472,1.6432282083301015,0.3674303944514259,Iris-setosa
+47,4.877226826967942,3.1096764524044915,1.5016015419394433,0.1,Iris-setosa
+48,4.4,3.2045007762583477,1.2997687086324832,0.2,Iris-setosa
+49,5.502798771674962,2.393283809854459,3.673864962127416,1.0217824917984686,Iris-versicolor
+50,6.004510004539246,3.3791694685740286,4.521450700777407,1.607711127754861,Iris-versicolor
+51,5.076254001092507,3.4966815988864814,1.4001424593118574,0.3044233010472684,Iris-setosa
+52,6.791002213623225,2.9928404461753098,5.469555568329758,2.093105046154268,Iris-virginica
+53,6.301466670138339,2.9231532104781026,4.410214029591603,1.3272649559597018,Iris-versicolor
+54,6.684480892572579,3.2948978457908606,5.727026584525672,2.4999995399391954,Iris-virginica
+55,6.709924841698729,3.2878743520799403,5.766968688912009,2.499999532967815,Iris-virginica
+56,6.004019101288458,3.4154862332036093,4.493895802528091,1.6003854099334338,Iris-versicolor
+57,4.4,3.156934260692066,1.312045395866532,0.2,Iris-setosa
+58,5.104180105669859,3.858931368813757,1.8753807180392914,0.3552400548414586,Iris-setosa
+59,6.699148352934591,3.2731250925284305,5.67536143583259,2.4999993226389234,Iris-virginica
+60,6.027411130208224,3.3785590335432514,4.483433340427447,1.5932037695406975,Iris-versicolor
+61,6.293444887679817,2.3050563583903774,4.4074175111814204,1.2926223458244652,Iris-versicolor
+62,6.805686122841051,2.973237344974055,5.44273920370468,2.088752141261091,Iris-virginica
+63,4.643583125913558,3.3079830744769128,1.4070224358132133,0.2,Iris-setosa
+64,6.366238327525219,2.891818041526373,5.548506714010934,1.8219056105102596,Iris-virginica
+65,5.555929470295969,2.6686386266689017,4.2572742674276425,1.2728236579836354,Iris-versicolor
+66,6.71761768656257,3.002318785131455,5.009885857894423,1.7048694350468163,Iris-versicolor
+67,6.691162590312266,3.296353361815376,5.6688177876190675,2.1056368146875872,Iris-virginica
+68,5.080093798665088,3.507444493343656,1.3891669606626356,0.3059149462611299,Iris-setosa
+69,5.926604655835567,2.2,5.003868393060556,1.4833126006918513,Iris-virginica
+70,6.335849850482065,2.545219970130694,5.051097006862409,1.901734170029416,Iris-virginica
+71,6.3031863256187854,2.5759940852251564,4.945017567356262,1.8397634981376887,Iris-virginica
+72,4.591239533988771,3.1897918121491924,1.3849182457127514,0.2,Iris-setosa
+73,6.778316419613088,3.015865374462751,5.51668395642333,2.10203097448557,Iris-virginica
+74,6.1090414649350775,3.006861142780262,4.658292882010579,1.4022141481924206,Iris-versicolor
+75,5.811025097673476,2.7746384819997365,5.093799310599699,2.401126811990562,Iris-virginica
+76,5.4575563978134545,4.113063422633755,1.320571019048179,0.2651376034014827,Iris-setosa
+77,6.530440991447695,2.962147474966534,4.3648395274239675,1.3659124819787092,Iris-versicolor
+78,5.990921272809879,2.689135083183973,5.092621274670018,1.603528898225293,Iris-versicolor
+79,5.729227757640624,2.5977298862769347,5.051111191619314,1.9442138219458354,Iris-virginica
+80,5.3399904307993715,3.4038885960895313,1.650166410715365,0.2,Iris-setosa
+81,6.63191662940058,3.092459383125979,4.4708979732159735,1.436414394256735,Iris-versicolor
+82,5.392621465891615,2.9806940299504574,4.47151609718222,1.4996599047724568,Iris-versicolor
+83,6.0071382719001525,2.7016153746010936,5.099981769770833,1.5875572316858897,Iris-versicolor
+84,5.799346352866473,2.7064726538412187,5.112225900284566,1.901882366111879,Iris-virginica
+85,5.0008664350112975,3.2415433204701602,1.262957076397141,0.2,Iris-setosa
+86,6.2945462700748145,2.707836944160204,4.907047291489336,1.7950418381183877,Iris-virginica
+87,5.091224496745544,3.7590957103239013,1.8414869836475145,0.42942099790207305,Iris-setosa
+88,5.472203035449873,2.3996592434760453,3.553440057595938,0.9791326411040036,Iris-versicolor
+89,5.8984184531624795,3.2051776108030037,4.822710654622825,1.7782187673446535,Iris-versicolor
+90,5.731744698502148,4.4,1.499372109889041,0.5146158194682048,Iris-setosa
+91,5.626182318240496,2.9904713319970706,4.164977812036686,1.301197129790871,Iris-versicolor
+92,5.070232592375507,3.7638857780759687,1.6104080180839329,0.2,Iris-setosa
+93,5.095011848127501,3.7961785860560435,1.9082513306963762,0.3935047109829085,Iris-setosa
+94,5.0063311557155625,3.51776862851443,1.2897853827700787,0.28778305052241004,Iris-setosa
+95,5.83347145891273,2.801836560278375,5.143097555864048,2.400629864213718,Iris-virginica
+96,5.094943453024295,3.293646883391778,1.6997402199698908,0.5379974027537618,Iris-setosa
+97,5.720088066157304,2.50029477456499,5.002038647927507,1.995908906176461,Iris-virginica
+98,5.387119415065624,3.3956324681818466,1.6579733761438977,0.2,Iris-setosa
+99,5.800915352922605,2.811599457640915,5.170405752643888,2.403323668764405,Iris-virginica
+100,6.682401525125461,3.0069088484313666,4.98381941782581,1.6672459888207316,Iris-versicolor
+101,5.467762089215573,2.901265154087332,4.1111389365602715,1.2988552834377978,Iris-versicolor
+102,5.066145811474085,2.5287561467529596,3.2407262434299513,1.282376696204117,Iris-versicolor
+103,5.812002324760095,2.71455696596229,5.128778998313333,1.8956781835615741,Iris-virginica
+104,5.489208278665169,2.4273522430538397,3.798946358602019,1.1343854809832965,Iris-versicolor
+105,5.087904943611768,3.3027745945010887,1.8212907090298962,0.5117979993641927,Iris-setosa
+106,5.92160011579236,3.007429103709115,4.2386044504969815,1.4913398407256977,Iris-versicolor
+107,5.416195873518426,3.0018796909507506,4.4483264105798686,1.497242994393585,Iris-versicolor
+108,6.415916509377445,2.7191981404436585,5.3394485561237115,1.9045628354298612,Iris-virginica
+109,6.677030076286578,3.044696058015999,4.417000532602125,1.4051351464583655,Iris-versicolor
+110,5.799520354930486,2.7916160606165863,5.101094852733715,2.3843425969229655,Iris-virginica
+111,6.674049228849295,3.0634259752796784,4.447178432611727,1.4063331567115682,Iris-versicolor
+112,5.891827258290029,3.0057896623336866,4.242189425413195,1.4280777743224775,Iris-versicolor
+113,6.217043598836924,2.7218583369957736,5.55867240151261,1.5806610319930199,Iris-virginica
+114,4.58936955448574,3.6381958225344553,1.0,0.2,Iris-setosa
+115,6.702536763445431,3.3179706148993104,5.694242519159941,2.5,Iris-virginica
+116,5.130927951187764,3.721928355054221,1.5730024921101655,0.4636199116647739,Iris-setosa
+117,6.100301223542529,2.607354133498454,5.597701898186872,1.4094589869403622,Iris-virginica
+118,6.3225329244306465,2.6051953691760104,5.09971548626241,1.9115686790353816,Iris-virginica
+119,6.914317140148722,3.1615150068571674,5.66759675910275,2.279647651390532,Iris-virginica

iris/tab_ddpm/6_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/6_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/6_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/6_1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.985729021567225,2.989034541240931,4.955065270087806,1.8066498613491653,Iris-virginica
+1,6.68655013905416,3.066525742588997,4.4278973201374265,1.3968851460352507,Iris-versicolor
+2,5.649674210432895,4.4,1.4908049469146931,0.3980672466177143,Iris-setosa
+3,5.093325204428271,3.393921489197181,1.4954154302600564,0.2,Iris-setosa
+4,5.811402984660647,2.7201635526004035,5.09668700502471,1.8936743186952492,Iris-virginica
+5,6.263708854596798,2.5275018941014986,4.914905148043168,1.5024931071697583,Iris-versicolor
+6,5.907856900934329,3.0071215969630307,4.2284067617636145,1.5069741964013315,Iris-versicolor
+7,6.37813509462747,2.9010842099163616,4.320768899039416,1.2945783424848734,Iris-versicolor
+8,6.279092952087223,3.35814531186317,5.581888439680723,2.3886327110971437,Iris-virginica
+9,4.806542845474711,3.403665875466372,1.5815599473702757,0.2,Iris-setosa
+10,5.072512932916646,3.3863334365813023,1.497413715952336,0.2,Iris-setosa
+11,5.383914034609359,3.869793317750324,1.2961457754517944,0.4247007088503286,Iris-setosa
+12,7.300067912258488,2.912553446882945,6.302855974990989,1.8132019825318293,Iris-virginica
+13,5.5099191049961895,2.4040440728840915,3.826987530823894,1.1596288330403337,Iris-versicolor
+14,5.397095508695549,2.997199654524877,4.4962271348474445,1.4941196890719863,Iris-versicolor
+15,5.500349926492267,2.4043985543232274,3.734226529901206,0.9668447023786969,Iris-versicolor
+16,5.913872223426187,3.196727908575383,4.813616689311357,1.7775729735754913,Iris-versicolor
+17,5.102672398978372,3.3022562315193893,1.7004753665239962,0.5274309782363712,Iris-setosa
+18,5.100680750799464,3.761072798058351,1.6009372628194336,0.2,Iris-setosa
+19,5.333259138334885,3.8803197845738175,1.5660669170951038,0.2,Iris-setosa
+20,6.836219831663792,3.030580902794379,5.539140801921898,2.134562397758534,Iris-virginica
+21,6.199024808570133,3.034069731279287,4.607145246589973,1.4202046001377113,Iris-versicolor
+22,6.317857427826741,2.484785712878256,5.003463367843928,1.891352165874899,Iris-virginica
+23,5.003961033008171,3.200793841381435,1.2310825414059297,0.2,Iris-setosa
+24,5.9633027926933995,2.690184917360554,5.073503318493655,1.5509137130042847,Iris-versicolor
+25,4.611226064236288,3.24169865406782,1.3971014460421314,0.2,Iris-setosa
+26,4.5780280636000725,3.4019983744604407,1.377250050354407,0.29452602108647463,Iris-setosa
+27,6.636177494592688,3.0313428862614256,4.394951194217478,1.4054944051514957,Iris-versicolor
+28,4.400000533836479,3.2056822630526196,1.3009167749891466,0.2,Iris-setosa
+29,5.670555684990114,2.7370611884770337,4.2041389185521885,1.3178521100910443,Iris-versicolor
+30,7.7,2.871754376011399,6.699998474209831,2.024540217830579,Iris-virginica
+31,6.265034141990774,2.7214296482362283,4.9759751721766285,1.7813593101844394,Iris-virginica
+32,5.00399657403791,3.598118488925155,1.396757158041444,0.2,Iris-setosa
+33,5.100415158751794,3.310584250020509,1.6822826557809825,0.531284631904587,Iris-setosa
+34,5.146198719899718,3.347357672563958,1.336299696950155,0.2,Iris-setosa
+35,5.404773431457733,3.3880802600091924,1.8777868763987482,0.2,Iris-setosa
+36,6.66293634657489,3.293743482668038,5.681324497686972,2.0415297259514436,Iris-virginica
+37,6.465439143127393,2.900782174081464,4.297543186992686,1.3118012268967034,Iris-versicolor
+38,7.699998985092058,2.8013274651121014,6.7,1.9901097937031542,Iris-virginica
+39,5.5073602054844235,4.16137488749152,1.4026432558891777,0.2,Iris-setosa
+40,5.986520246070495,2.698726192829388,5.083825132911942,1.6035652076570908,Iris-versicolor
+41,5.661475503315474,4.399999111974058,1.5246697979330004,0.48713910316062214,Iris-setosa
+42,5.613975431903767,2.987616241622527,4.1324854011917616,1.3122478121623393,Iris-versicolor
+43,5.3119678429681105,2.9810074739360046,4.405248460033568,1.490417845597728,Iris-versicolor
+44,6.4434268487391995,2.912670383678693,4.276776305183289,1.34489172590167,Iris-versicolor
+45,5.046104615639818,2.486550876453581,2.7977212156377993,1.0880331175231301,Iris-versicolor
+46,6.572939178350645,2.984016525349245,4.417223596798781,1.402321097814613,Iris-versicolor
+47,5.590345824963242,2.9963348712537266,4.139824395224733,1.2975486377102339,Iris-versicolor
+48,5.129043176600477,3.4907870188483825,1.5310684075702345,0.2,Iris-setosa
+49,5.074417983920756,3.7891796724134417,1.638752995470924,0.3961338295059795,Iris-setosa
+50,5.390594936762072,2.7716549887408513,4.059519720862276,1.3308147992333508,Iris-versicolor
+51,5.013576216759361,3.296132855294238,1.341568435034594,0.2,Iris-setosa
+52,7.699998134264564,2.8053790363193483,6.699998202266135,1.9970187497626433,Iris-virginica
+53,4.812665910989551,3.400298140520143,1.5954411988024697,0.2,Iris-setosa
+54,6.088064585163573,2.6165201246541705,5.58402485204783,1.3911304159121547,Iris-virginica
+55,5.520708173319309,4.175809365590872,1.4053880680029884,0.2,Iris-setosa
+56,6.8327721709208635,3.0015197820644035,5.533757105260392,2.093058317795997,Iris-virginica
+57,6.687447012857104,3.123639399887306,4.409009841833414,1.4040278827204797,Iris-versicolor
+58,6.300331818919549,3.4180538449202476,5.6296566769003915,2.4012014803613386,Iris-virginica
+59,7.1249157977858975,2.983408659219022,5.982869288385016,2.0504157667566103,Iris-virginica
+60,4.912119945758724,3.1007645980036873,1.492427901836129,0.1,Iris-setosa
+61,5.135443704266892,2.5058812061631057,3.0634152216014843,1.087867264705264,Iris-versicolor
+62,6.429249325831344,2.9114350217588503,4.291667723220982,1.298722516092231,Iris-versicolor
+63,5.498711792039895,3.0164569270503434,4.534256202481408,1.5006563595460594,Iris-versicolor
+64,4.956937757216808,3.394201002777013,1.5601252737770062,0.2,Iris-setosa
+65,5.191013203862022,3.476270392581006,1.5059100354218502,0.2,Iris-setosa
+66,6.278189085145087,2.4902411401896316,4.888286815940835,1.4905791900020884,Iris-versicolor
+67,5.201887472048259,3.518530603927643,1.4890517115385253,0.2,Iris-setosa
+68,5.5077674419785865,2.585850326833532,4.434709779186615,1.2174734683741584,Iris-versicolor
+69,5.921301023393193,3.2112712369814256,4.8080720710347675,1.7922893667703126,Iris-versicolor
+70,6.741196669182426,3.0057192402153126,5.007759391311874,1.7067992897029556,Iris-versicolor
+71,5.65935865903081,4.399999249053875,1.4951495604290768,0.6536613712925157,Iris-setosa
+72,5.502339244536927,4.196446510556872,1.3816640534005724,0.2,Iris-setosa
+73,5.2413962907550555,2.6756807261503455,4.02132183072447,1.370151380614231,Iris-versicolor
+74,5.146053772173615,3.5102778338275895,1.4024787775795748,0.2996478123494922,Iris-setosa
+75,6.13104247545462,3.004100584458323,4.621769047561131,1.3926431866250637,Iris-versicolor
+76,5.562160287752686,2.7345217460273115,4.142593461721912,1.3157090903377435,Iris-versicolor
+77,6.308725083283818,2.6998599485071666,4.911230766898864,1.8115990484079914,Iris-virginica
+78,5.763252887113823,2.5950010530617598,5.053208066485117,1.933035341569509,Iris-virginica
+79,5.39935523187492,3.0042762187003236,4.474714749248256,1.5032031935557555,Iris-versicolor
+80,5.3092758760458345,3.4661653254840314,1.6266147330681808,0.2,Iris-setosa
+81,4.4000006956565985,2.920772667639377,1.3731296469165604,0.2,Iris-setosa
+82,4.907688211400884,2.397635476514524,3.2887842010342925,1.0499188969528381,Iris-versicolor
+83,5.160323445481227,2.4933139331271055,3.1740578580380205,1.0765374897723214,Iris-versicolor
+84,5.116960394158503,3.3232717399086815,1.6943412010172512,0.4505731988969192,Iris-setosa
+85,4.606038587430325,3.189214649859219,1.3904944503402783,0.2,Iris-setosa
+86,5.993581760484918,3.3452939937504818,4.598707929697664,1.64107067281647,Iris-versicolor
+87,6.310773461190912,2.3021878899765413,4.386115924868902,1.2941806686875255,Iris-versicolor
+88,5.075191995722986,3.50010297290823,1.3535401283107251,0.30355423247694724,Iris-setosa
+89,7.699998749804485,2.790834317349092,6.699998704895427,1.9892296961606928,Iris-virginica
+90,6.007503530273526,2.993859673351838,4.762482173963451,1.7955419242695172,Iris-virginica
+91,5.896436655113924,3.1970195838197726,4.777268676014037,1.7975554182055964,Iris-versicolor
+92,5.492811576927853,2.6107737259461414,4.414557596962043,1.2221875578994854,Iris-versicolor
+93,4.904811531556276,2.4090716104669045,3.1892206518583754,1.014728890687517,Iris-versicolor
+94,7.263101488714586,2.956907857660184,6.154668530286083,1.944527670818886,Iris-virginica
+95,6.709576667982844,3.2811619769063296,5.6682041332712405,2.145643054542398,Iris-virginica
+96,6.46566491117841,3.193906612273564,4.503249460448173,1.4994444853118816,Iris-versicolor
+97,6.3118701558692765,3.3802415836032385,5.635762807929267,2.4008206898382918,Iris-virginica
+98,4.496060588780938,2.2986182331081553,1.2954876888369273,0.2967631414958551,Iris-setosa
+99,5.946749083615486,2.2,4.965723652690052,1.470776293953939,Iris-virginica
+100,6.39522557152561,3.101828522685354,5.512094551913602,1.8084450152851237,Iris-virginica
+101,4.624890034360047,3.3967457605811844,1.4026023714215399,0.2877295252360503,Iris-setosa
+102,5.807349584188078,2.7774751916994718,5.150818303795718,2.3976244531374156,Iris-virginica
+103,5.29022714445549,3.6273313694240583,1.5097411589358216,0.2,Iris-setosa
+104,5.119740193980955,2.528983231900703,3.019643285931237,1.2593465972720048,Iris-versicolor
+105,5.418274777381113,3.90848223770673,1.3044844010318575,0.41772883924257215,Iris-setosa
+106,6.414255059112384,2.92965016245754,5.532141180150195,1.8003951438146828,Iris-virginica
+107,5.7504301749825,3.0149208381804273,4.500195150399694,1.5148703404708082,Iris-versicolor
+108,7.311008987033909,2.8971748015631706,6.323028087772804,1.802545976103274,Iris-virginica
+109,4.975145551002033,3.1564658491761315,1.2626467513855275,0.2,Iris-setosa
+110,6.666461409380014,3.2750623297260364,5.655723036016516,2.499999502133615,Iris-virginica
+111,5.161658382146073,3.530320163955374,1.409220619605864,0.24919188911505832,Iris-setosa
+112,6.000023755083997,2.7753285807878196,5.338211668420559,1.9714850280631944,Iris-virginica
+113,5.107324464396013,3.3945070561593367,1.501722487654072,0.2,Iris-setosa
+114,4.996711972342933,3.2206804441264985,1.2306490903654246,0.2,Iris-setosa
+115,5.056576667684251,3.6709089875371843,1.4203352472603923,0.2,Iris-setosa
+116,7.290785804301478,2.8981134668816617,6.305571796605071,1.793440874845698,Iris-virginica
+117,6.0909382374128525,2.6072129403317383,5.596253091941831,1.4056760783767124,Iris-virginica
+118,5.329843940427119,3.396725612646119,1.6419843186038934,0.2,Iris-setosa
+119,5.4987009019822795,4.170867173737048,1.4164415560241315,0.2,Iris-setosa

iris/tab_ddpm/6_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/6_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/6_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/6_1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.691212327243563,2.4694168550591225,4.983532807741005,1.9983870362175264,Iris-virginica
+1,5.93233665405196,3.043992971274496,4.2691845555609005,1.4864229895861065,Iris-versicolor
+2,4.660398802888092,3.233230400115167,1.425520661437268,0.2,Iris-setosa
+3,5.79968423581397,2.7104771008869357,5.113518640035507,1.8940677324049242,Iris-virginica
+4,5.98525468198871,2.2,5.020655857038581,1.5238371645813795,Iris-virginica
+5,6.315096439694769,2.4797590283839965,4.8497455922868795,1.4822813246372437,Iris-versicolor
+6,4.995792492789375,3.5989604397110306,1.395514612902716,0.2,Iris-setosa
+7,5.446039346262881,3.898382925452762,1.3098298674643392,0.39517429504646373,Iris-setosa
+8,4.505187135976384,2.2944053433602254,1.288913767118348,0.2808581562190856,Iris-setosa
+9,6.006878137437728,2.2000003174517224,5.026857636751346,1.4898962866270593,Iris-virginica
+10,6.3951537025372,3.0806013757995445,5.489666364947511,1.8008556830245757,Iris-virginica
+11,4.904004278745764,3.1004528005301095,1.4983511220467938,0.10000010088294817,Iris-setosa
+12,6.665027834134542,3.2873152965319297,5.738075801888198,2.4999993571384276,Iris-virginica
+13,5.213737519201403,3.538670147060236,1.4971383127875881,0.2,Iris-setosa
+14,6.296442316038062,2.299038158680747,4.407760186987254,1.2945679586767718,Iris-versicolor
+15,5.190247387830458,3.4044468436262045,1.4065805274645773,0.2,Iris-setosa
+16,5.972089200623366,2.200000280176463,4.985722313472443,1.4993964183523512,Iris-virginica
+17,5.9791986273423685,3.001003078361219,4.771667214174551,1.783936526324092,Iris-virginica
+18,4.4,3.19610892624093,1.2946808531946148,0.2,Iris-setosa
+19,7.699999047455296,2.8215832182608436,6.699998765446819,1.990515001632916,Iris-virginica
+20,6.8494370594674585,3.221576105387074,5.657717697937664,2.2844591750796432,Iris-virginica
+21,5.212735050754553,3.410402595452847,1.387113143615932,0.2,Iris-setosa
+22,4.610164609526779,3.1971081638743795,1.4008279455244472,0.2,Iris-setosa
+23,6.678734450424035,3.133597821226589,4.451424558021808,1.4120413902501971,Iris-versicolor
+24,5.136014559005639,3.516371114888149,1.4014248929913415,0.29527316535917664,Iris-setosa
+25,5.09375158741308,3.306129119728732,1.6902931020501437,0.5182288135786393,Iris-setosa
+26,6.693904809449837,3.289234138936996,5.681132304265674,2.5,Iris-virginica
+27,5.169551863321687,2.661511070957936,3.4716769538266297,1.38856116574787,Iris-versicolor
+28,5.7978737802015585,2.693046067054695,5.084771492263436,1.9097788908302866,Iris-virginica
+29,7.3533336032557965,2.899588715477675,6.319044504384611,1.8039770251787939,Iris-virginica
+30,6.272731097618722,2.703680351667016,4.908897383062216,1.8034355000104676,Iris-virginica
+31,5.379152811944482,3.9540637741221394,1.2972322493194826,0.4909968041307445,Iris-setosa
+32,6.42403613299834,2.9319378503273454,5.044925893336321,1.666739282544884,Iris-versicolor
+33,7.7,2.801999902505797,6.7,1.992545317281063,Iris-virginica
+34,5.886941318247769,3.0076275362972047,5.105889517069914,1.805041763845412,Iris-virginica
+35,4.8599111593079,3.001785850276827,1.39638359032506,0.2,Iris-setosa
+36,5.317570421560622,3.7345426832792428,1.5014416412732683,0.2,Iris-setosa
+37,6.669454928448385,3.297113831477102,5.654550016576247,2.499998850927226,Iris-virginica
+38,6.008591257753415,3.3800266778051933,4.519481609106196,1.617682205005625,Iris-versicolor
+39,5.798055424139244,2.719128369786598,5.091428522519211,1.8942693315240715,Iris-virginica
+40,4.615945983583932,3.41097174661544,1.3958101859934278,0.28580452958959396,Iris-setosa
+41,5.105970630304611,3.745345527569873,1.5749081527786444,0.4319634849172169,Iris-setosa
+42,5.0255271749991275,3.299767352410563,1.404988313983456,0.2,Iris-setosa
+43,6.326433086198557,2.908384742458192,5.638629021127032,1.7995725369121955,Iris-virginica
+44,4.493059076187892,2.299258818053267,1.2860947377657301,0.2966363197174947,Iris-setosa
+45,4.400000566631171,3.181635615523554,1.3045175061041365,0.2,Iris-setosa
+46,6.128021446814973,2.6047933430581756,5.601256143882582,1.409385260312556,Iris-virginica
+47,5.1924066960626005,3.387038206535258,1.3849326263257953,0.2,Iris-setosa
+48,6.397827525694344,3.0894089405624485,5.47736989508497,1.8059708489806745,Iris-virginica
+49,4.994191216918744,3.608466263830258,1.4032395772294322,0.2,Iris-setosa
+50,5.504196290603866,4.203652788540763,1.4024076699237944,0.2,Iris-setosa
+51,5.89802918041955,3.006821448228772,5.089284018216591,1.7908999470453626,Iris-virginica
+52,4.881476492429282,2.387422336781681,3.355022657407657,0.9882029832769907,Iris-versicolor
+53,5.276454854972828,3.598539762465425,1.5334257463576604,0.2,Iris-setosa
+54,6.395117963553768,2.713223018366848,5.330607369391815,1.9063549788191734,Iris-virginica
+55,6.729665924037997,3.3130133470227565,5.678144752016996,2.499999527796636,Iris-virginica
+56,5.900512720960622,2.9985647662759725,4.211774207804747,1.4974657404492062,Iris-versicolor
+57,5.788468435512079,2.676640838466805,5.102794445760912,1.913426075123047,Iris-virginica
+58,6.421435822815458,3.0898102478017653,5.483464184610634,1.799448924208033,Iris-virginica
+59,5.106040134630954,3.3135626127546307,1.7256933000169778,0.49267040144158936,Iris-setosa
+60,5.798004452190844,2.6918388021683675,5.095367571494839,1.9024392481576178,Iris-virginica
+61,6.404764942015564,3.0963852152228624,5.507068497645295,1.801085141925452,Iris-virginica
+62,5.979813278737444,2.2000003196701807,4.989354313528624,1.4973958871429718,Iris-virginica
+63,5.074654643741575,3.598625536182447,1.4342284534586065,0.25681185360343395,Iris-setosa
+64,7.255452721331556,2.8921438828534725,6.27834737823782,1.7871371244283913,Iris-virginica
+65,5.101685970283943,3.7884322517675706,1.6091558139347597,0.2,Iris-setosa
+66,6.962856262734604,2.998331045595038,5.653885354232498,2.1383959404388952,Iris-virginica
+67,4.4,2.9043243907563503,1.4015449504281074,0.2,Iris-setosa
+68,5.726530266373171,4.4,1.5239724752641068,0.6191659361303963,Iris-setosa
+69,5.4944333400693735,2.6438297887032536,4.199567337137871,1.282650862483439,Iris-versicolor
+70,4.500289169242062,2.30989507755607,1.302561182292166,0.3106344190730257,Iris-setosa
+71,5.7011727954273805,2.493639424285355,4.9926047304487495,2.0020598623985064,Iris-virginica
+72,5.011070416216535,3.3109104071971727,1.403437692838546,0.2,Iris-setosa
+73,5.10419190531762,3.7971942572584005,1.5958391510243963,0.2,Iris-setosa
+74,4.872215784629442,2.9691879765247635,1.3927943416971704,0.2,Iris-setosa
+75,7.275194586293485,2.9072195680287187,6.193696687394831,1.827061953223432,Iris-virginica
+76,4.578702037940949,3.3936710097876444,1.394747736393395,0.3005950650053299,Iris-setosa
+77,4.5986495471142295,3.2125361432581863,1.404120858240242,0.2,Iris-setosa
+78,6.28398165811017,2.5095243279196278,4.93135192271408,1.5119722630668033,Iris-versicolor
+79,6.331387540067539,3.423120377817849,5.604375125570992,2.39675336198498,Iris-virginica
+80,6.030269380789786,2.2000002792646765,4.99185925697067,1.505739647361156,Iris-virginica
+81,5.161459836956649,3.4530385697717176,1.4730099458079031,0.2,Iris-setosa
+82,4.9847930556851,3.1920304141755302,1.2012359647585888,0.2,Iris-setosa
+83,5.159450155901859,2.63258644478642,3.9045351181419434,1.3741839344257214,Iris-versicolor
+84,6.690454709305503,3.2975476293241894,5.6740637423496345,2.4999993733072277,Iris-virginica
+85,6.845320925195743,2.9910548051227126,5.534836831987819,2.1016240933129393,Iris-virginica
+86,5.0256476494856015,3.501570041191296,1.3602613130933645,0.27915235181523046,Iris-setosa
+87,6.339080709534333,2.8618090399587386,5.2430510223284665,1.5452259472474332,Iris-virginica
+88,6.79717652775413,2.9967974662336276,5.518722677699034,2.119838727311049,Iris-virginica
+89,5.810815076378945,2.8102325648756654,5.109093858233574,2.4096176296833116,Iris-virginica
+90,6.112714717256774,2.9990874580637232,4.632598922277401,1.399319611108036,Iris-versicolor
+91,6.308586459190509,2.6961434052592455,4.933249672966141,1.7943610209587744,Iris-virginica
+92,6.444696163466358,3.0211544076313244,5.479238120642878,1.7974248774637864,Iris-virginica
+93,6.778504037912063,3.3413139388972377,5.715559688298711,2.5,Iris-virginica
+94,4.901354422101568,3.131194942794866,1.4940445618536677,0.1,Iris-setosa
+95,7.7,2.8188437393074186,6.7,2.0126227843275237,Iris-virginica
+96,7.7,2.8203482241851634,6.7,2.059514445180264,Iris-virginica
+97,6.491005955131388,3.086783367436105,5.523451545891722,1.8449595598053607,Iris-virginica
+98,4.906035426549529,2.406528423685165,3.2618476988602367,1.0375985390949265,Iris-versicolor
+99,7.7,2.871264822732101,6.7,2.004802922925559,Iris-virginica
+100,5.814724814336145,2.822665198300611,5.111111781779979,2.398722238791859,Iris-virginica
+101,5.995787186429575,3.402450989292758,4.52272328030821,1.5977046393625294,Iris-versicolor
+102,6.875491854653786,3.2127580617556806,5.6670670802491365,2.301368545461613,Iris-virginica
+103,5.991056233161384,3.4043080418607405,4.493522704533377,1.603908803299653,Iris-versicolor
+104,7.12386518569516,3.0066117683795834,5.867497568708332,2.105044731678219,Iris-virginica
+105,4.997862537352543,3.212428827435893,1.211795790968314,0.2,Iris-setosa
+106,7.084951915324499,3.00895875906052,5.846263528092029,2.114909604100338,Iris-virginica
+107,4.621358282989235,3.3942197628947506,1.4059263353460978,0.30683775588602125,Iris-setosa
+108,6.428484364006523,2.6842066592564224,5.333776776017467,1.9078782621800767,Iris-virginica
+109,5.914119929502357,2.999559714501942,4.153745896699831,1.5143949257151967,Iris-versicolor
+110,5.782597494219394,2.800865537427974,5.142834194062616,2.4139509828966847,Iris-virginica
+111,6.359097406328002,2.6150139549363813,5.100502155466185,1.9059314755747985,Iris-virginica
+112,5.618724020798743,3.0018873228170477,4.090606004699304,1.3153629533096243,Iris-versicolor
+113,5.586902087342109,2.9929585936198606,4.09440571831247,1.269092011028431,Iris-versicolor
+114,4.910937789710601,3.49444816957596,1.6179030865498765,0.2,Iris-setosa
+115,5.09842295208658,3.5118306698495116,1.3937680331574915,0.30428347350683826,Iris-setosa
+116,5.43668604645794,3.4141051489350964,2.030787852428577,0.2,Iris-setosa
+117,7.7,2.808248937079222,6.7,1.9779976752149349,Iris-virginica
+118,5.048823511178794,3.509722241221867,1.3723070507480144,0.30362948448987426,Iris-setosa
+119,6.772319544033675,3.2937123678979208,5.688804148013944,2.4999936077886966,Iris-virginica

iris/tab_ddpm/6_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/6_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/6_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/6_1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.49774637169066,2.4033953383843776,3.689515753817264,1.028303058090088,Iris-versicolor
+1,6.423714337578851,2.914213374374894,4.314305797956527,1.3088718090182911,Iris-versicolor
+2,5.992334275721276,2.6446277151427053,5.039667307655655,1.5366164227744152,Iris-versicolor
+3,4.927620872006422,2.409994309572391,2.971434374010234,1.0296467868707615,Iris-versicolor
+4,4.593064799582396,3.388719602761029,1.3664008109391816,0.2995886162599077,Iris-setosa
+5,4.608344651868916,3.6192924940058817,1.0,0.2,Iris-setosa
+6,6.437655686792551,3.052720638878684,5.512358479986084,1.8021051860334014,Iris-virginica
+7,6.3241960600523415,2.7994630686130053,5.097023384440302,1.5143495428736917,Iris-virginica
+8,4.923230910306585,3.528196087799577,1.3968334688212567,0.2,Iris-setosa
+9,5.017733091761045,3.3406695719032133,1.4046091428318155,0.2,Iris-setosa
+10,5.977719713794654,2.697498789034622,5.065222942405569,1.5686905490706229,Iris-versicolor
+11,6.307725698767991,2.728849375556921,4.908628235292402,1.7648177081084793,Iris-virginica
+12,5.946612503363914,3.0020936384297894,4.410603510612423,1.371695740789652,Iris-versicolor
+13,5.1736298208778555,3.4789543793018876,1.5052833929488951,0.2,Iris-setosa
+14,5.4875574260151145,2.574546795445719,4.358041432639563,1.0825961255131253,Iris-versicolor
+15,4.4,2.900107140156821,1.401111469139635,0.2,Iris-setosa
+16,6.332198196204737,2.9098053171399694,5.581192910071445,1.7927060964255996,Iris-virginica
+17,5.985334600909799,3.3983982327607523,4.458509007573171,1.5862159085176508,Iris-versicolor
+18,6.021237054940862,3.0082840057486373,4.769606231159332,1.8002743516686643,Iris-virginica
+19,6.366044529616316,2.9377427935178675,5.583621810714206,1.799222121012673,Iris-virginica
+20,6.703350687051528,3.308491250281308,5.698627671625272,2.0933185124201716,Iris-virginica
+21,4.886121077040641,2.3907067864700533,3.240919382361866,0.9714841207108141,Iris-versicolor
+22,5.706474219184933,2.8018288249181325,4.250841456230478,1.3283375548099208,Iris-versicolor
+23,6.778508275545036,3.113915913878133,4.4200373618634625,1.401431662754655,Iris-versicolor
+24,5.129126959830232,3.8090891734219956,1.9468976441799355,0.4541339518682373,Iris-setosa
+25,6.288350488389289,2.3088379569552804,4.414151091435033,1.3037890793844487,Iris-versicolor
+26,6.4296400951969135,3.0730552936187068,5.483717183699502,1.8097581436486854,Iris-virginica
+27,6.00402196152246,2.708160891249658,5.0979396106378605,1.6022602063631233,Iris-versicolor
+28,6.690201353466347,3.295108040247831,5.7605842514397345,2.101318388936477,Iris-virginica
+29,6.0669178571191615,2.998523054001825,4.604084763820306,1.3965594129411039,Iris-versicolor
+30,5.890213097063552,3.0042299746080032,4.239281045956134,1.4985445336598893,Iris-versicolor
+31,6.045768245094503,2.200000286849136,5.023653903120128,1.5009345884299132,Iris-virginica
+32,5.788838603438402,2.674826591634789,5.087549166361349,1.9097258136836337,Iris-virginica
+33,6.5378508148405565,2.9878785547114686,5.433126316424685,1.8032942902162945,Iris-virginica
+34,4.601052634599352,3.220502003493105,1.3931672262623158,0.2,Iris-setosa
+35,6.325236538932876,2.2940749855286495,4.38410154945371,1.294963359970789,Iris-versicolor
+36,6.221036365161205,3.279390342922082,4.521979617088703,1.5373496038217684,Iris-versicolor
+37,5.100336650893591,3.620110282257873,1.4756806814149916,0.41813397784361406,Iris-setosa
+38,6.82197472722395,3.247668083784538,5.671960299467251,2.2277934050037285,Iris-virginica
+39,6.694318597848464,2.9836550962491803,5.472371055703112,2.130507194592904,Iris-virginica
+40,5.109284416342827,3.3431354124544117,1.3735778171115893,0.2,Iris-setosa
+41,6.120181271117011,2.626870490476619,5.591764210154665,1.4317588932915206,Iris-virginica
+42,5.086953652444911,3.716350982539892,1.6149960193770767,0.2,Iris-setosa
+43,5.96073176104337,2.2,5.014820287027565,1.4957913022295521,Iris-virginica
+44,5.393074312151461,3.8915675440238933,1.7086642156282406,0.39270460655984923,Iris-setosa
+45,5.514182182782478,2.6073896881311156,4.433290776294571,1.168081010895874,Iris-versicolor
+46,5.548730269990328,2.6358718407269084,4.362257196314426,1.2652695868966688,Iris-versicolor
+47,6.321768429335113,2.908093032258446,5.593379473664119,1.7889947987210058,Iris-virginica
+48,6.296158772220557,2.517194689104335,5.030456506728183,1.8982537906316288,Iris-virginica
+49,6.2825867318509525,2.29716005962594,4.39153852876809,1.308978354130017,Iris-versicolor
+50,4.9900415247536545,3.5849716145689388,1.399176599334277,0.2,Iris-setosa
+51,4.8627600747083735,3.5060547976721077,1.3301920282576065,0.2980359628310274,Iris-setosa
+52,4.4,2.9060470658226114,1.4089242439620238,0.2,Iris-setosa
+53,6.638789786912652,3.025539771644927,4.383404820966129,1.3967657085436902,Iris-versicolor
+54,5.000245918233245,3.5735141516195674,1.3491441689358494,0.2422607000467046,Iris-setosa
+55,5.07044936284294,3.5743686112503608,1.4358097884758056,0.3494838967846978,Iris-setosa
+56,5.473972014827453,2.601177959889144,4.385443282618452,1.132220953817433,Iris-versicolor
+57,5.802452151885991,2.791975235393494,5.120926816169705,2.4051321095390006,Iris-virginica
+58,4.983154355870908,3.2847029016036893,1.385452388865449,0.2,Iris-setosa
+59,5.381985649545573,3.906868247949756,1.8418687893845398,0.40105040617715515,Iris-setosa
+60,7.699998090255968,2.7895381594203057,6.6999980796829295,1.9787594644320947,Iris-virginica
+61,6.008184965500935,2.999205807310043,4.803502186941745,1.8009815529174478,Iris-virginica
+62,6.683638480119471,3.097869446506206,4.411953645704575,1.4007388276813613,Iris-versicolor
+63,5.453569888049872,2.9798555690588735,4.449910284092492,1.49773057181497,Iris-versicolor
+64,5.8993652411960795,3.204455779900091,4.765844118715134,1.805729285604438,Iris-versicolor
+65,5.496729833395834,2.600206360465768,4.345479168663621,1.183754414758917,Iris-versicolor
+66,5.819060444501072,2.7410316946505717,5.096884057451128,1.8885974979169204,Iris-virginica
+67,6.753016467621913,3.2627681474954295,5.7257062480278575,2.125086389996915,Iris-virginica
+68,5.479282982791082,2.403437945513047,3.7323481411906387,1.0903544647483465,Iris-versicolor
+69,5.621529509805487,2.671441314335377,4.2278587295519,1.2965077590980236,Iris-versicolor
+70,6.689215933654685,3.2992470036627823,5.646326797987179,2.094087354024363,Iris-virginica
+71,5.5048190509242385,2.3913314888694837,3.7466386980312922,1.0757982561609714,Iris-versicolor
+72,4.929625539742189,2.424863826528959,3.3059098075224234,1.069059298335432,Iris-versicolor
+73,5.183520134606388,3.476770696601088,1.5155099652918926,0.2,Iris-setosa
+74,6.906829061259686,3.215592701970807,5.696345775354809,2.2685748408702926,Iris-virginica
+75,4.607052520035159,3.2046726613375554,1.377485814323114,0.2,Iris-setosa
+76,4.866302793758186,2.9709322318693854,1.4049583686154583,0.2,Iris-setosa
+77,5.0044024237923255,3.50243695848941,1.3158751344127904,0.3046858178549375,Iris-setosa
+78,4.4,2.905194384968388,1.4012582445927306,0.2,Iris-setosa
+79,7.699998856696182,2.786274274417445,6.699998908050269,1.9940990971548742,Iris-virginica
+80,5.099299934380967,3.848180537145501,1.5940269445875594,0.2,Iris-setosa
+81,4.5879214663012915,3.6045372794628956,1.0,0.2,Iris-setosa
+82,5.013114479524674,3.499515874377438,1.3051663369709567,0.29875945377146934,Iris-setosa
+83,5.9079184894082655,2.9904581253915126,5.0987216552447325,1.8028832094681877,Iris-virginica
+84,5.110404597948944,3.786522485109363,1.6299520066367588,0.2,Iris-setosa
+85,6.05129251543156,3.3719784929467496,4.512981316910749,1.5970248875375557,Iris-versicolor
+86,5.983517270096862,2.7082703867763405,5.0860864694417875,1.6064949640743715,Iris-versicolor
+87,5.224454095731081,3.419911199323015,1.3915417744104164,0.2,Iris-setosa
+88,4.4,2.887629354658752,1.4069731654615278,0.2,Iris-setosa
+89,5.075713407520029,3.5044218498091206,1.3688322215298165,0.3227005776025099,Iris-setosa
+90,5.7553982901839795,2.552361944439509,5.0039351805991705,1.9667511967233429,Iris-virginica
+91,6.267409570081859,3.3992584505180092,5.595135843790069,2.395312461843228,Iris-virginica
+92,5.211947290340359,2.4853404673183244,3.0337843206997466,1.1418841724675342,Iris-versicolor
+93,4.985592181283636,3.504233612142257,1.3090243750409647,0.2857464511779818,Iris-setosa
+94,6.071851912975868,3.0282742380965506,4.515861993758884,1.461417709671094,Iris-versicolor
+95,5.123232421154574,3.8202211413088225,1.6131094902447438,0.37796716978396167,Iris-setosa
+96,6.324872368599272,2.2964840730172944,4.424244170034229,1.2939263651301212,Iris-versicolor
+97,5.904260122717092,3.0088432097699553,5.109153031063214,1.7972483728683635,Iris-virginica
+98,5.989901156891571,2.6973630824200137,5.126755069555392,1.5958156788187672,Iris-versicolor
+99,6.312542099570766,2.7977776290534924,5.108272331102024,1.497452437426174,Iris-virginica
+100,4.904895394981039,3.1187261102429678,1.5177660154095254,0.1,Iris-setosa
+101,5.101749719086824,3.794595503143731,2.0947576965269943,0.4048923538762574,Iris-setosa
+102,5.195478463277883,3.4223620056613844,1.4186173440831529,0.2,Iris-setosa
+103,6.010064127329842,3.3808825185402682,4.512726755646069,1.5916678711261159,Iris-versicolor
+104,7.699997658150741,2.8055196265574134,6.699997279500305,2.0143961022350814,Iris-virginica
+105,6.768024407976356,2.9962141098612483,5.456454420829018,2.088909890716104,Iris-virginica
+106,4.817355558826619,3.0388337098860605,1.3746474002344813,0.2,Iris-setosa
+107,5.018524019571954,3.6405891387380716,1.4204526297077713,0.2,Iris-setosa
+108,5.222803892157445,2.6847907946018044,3.977598413931106,1.3964556312922887,Iris-versicolor
+109,5.9736402928091445,3.370111806083249,4.514076463884784,1.6113803319844981,Iris-versicolor
+110,5.727776672693572,2.942486143742242,4.138400604540764,1.308446023101061,Iris-versicolor
+111,6.296209513818811,2.886017984504114,5.700539614417404,1.817213902469848,Iris-virginica
+112,6.438024183994058,2.736110493822866,5.336377498328694,1.8940391012061928,Iris-virginica
+113,4.931543336837783,3.5007692559897334,1.3395137252704523,0.2690404401440244,Iris-setosa
+114,5.1319544032840785,3.517618716867771,1.4368044085821452,0.2,Iris-setosa
+115,5.163184787023916,2.6666604833419503,3.786492657640542,1.403060023809068,Iris-versicolor
+116,4.638176542829373,3.4019092617687714,1.4045311917072862,0.30136435194095157,Iris-setosa
+117,4.980369364142247,3.5981259061551825,1.3803309394114758,0.2,Iris-setosa
+118,6.459405014013988,3.031807461990492,5.4742463935658945,1.8162286071655407,Iris-virginica
+119,6.67859303245772,3.2563714582364005,5.591279851383512,2.5,Iris-virginica

iris/tab_ddpm/6_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/6_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/6_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/6_1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.623008108415019,2.993766654955673,4.135727397099827,1.3025666708636612,Iris-versicolor
+1,6.357243879170757,2.8892660711595077,4.276919561565725,1.2980417832205702,Iris-versicolor
+2,4.816333978568011,3.396675341520839,1.5975701556258288,0.2,Iris-setosa
+3,4.906265933236724,2.406603581023705,3.425113545610189,0.934952336389806,Iris-versicolor
+4,4.879913604016589,3.0957692922481606,1.4894401533720298,0.10000011231487035,Iris-setosa
+5,5.5355479513827115,2.651572003482368,4.272557026483769,1.2799509920870114,Iris-versicolor
+6,5.876734417491168,3.007115251965204,4.227047302537839,1.5088464187832484,Iris-versicolor
+7,6.281813295051899,2.300045540455377,4.389517260909182,1.305258582996812,Iris-versicolor
+8,7.7,2.8105532306634218,6.7,1.9893222221669649,Iris-virginica
+9,7.295979144561502,2.894849360034021,6.318207229276292,1.7913837691538417,Iris-virginica
+10,5.1100840892981285,3.7974787515678465,1.7285984858180512,0.4585384640319267,Iris-setosa
+11,6.370727316971996,2.7372641315557713,5.290359316391862,1.8874377751243583,Iris-virginica
+12,4.868565148519012,3.096810598684954,1.4914260771676295,0.1,Iris-setosa
+13,6.866872036986156,3.206187874199224,5.741871210122936,2.250769333071417,Iris-virginica
+14,7.699998803221821,2.791815519604072,6.699998968200671,1.9843124690187615,Iris-virginica
+15,5.005819469854553,3.6055294063988286,1.3733164187915377,0.2,Iris-setosa
+16,5.473840008857066,2.4047350885201357,3.5842880187720807,0.966586559106197,Iris-versicolor
+17,5.601078164643291,2.802230509585386,4.097817569420047,1.3147947923298386,Iris-versicolor
+18,6.183670100452487,2.6436164326592473,5.52439424121641,1.4607233725840194,Iris-virginica
+19,5.4175202885665685,3.892080226599891,1.3070034030567284,0.41713021535056566,Iris-setosa
+20,5.37143077593778,3.8916203701598047,1.9438655030979308,0.4952644607232315,Iris-setosa
+21,5.986573837654738,2.702372334546034,5.087447608058589,1.5893574324681752,Iris-versicolor
+22,5.57653694987739,2.5381309823003226,4.074219123470498,1.2598335548148545,Iris-versicolor
+23,6.702432422779659,2.9948816847651067,5.005718831536417,1.6997552742537443,Iris-versicolor
+24,6.298932116644549,2.6643285020972702,4.91089279018758,1.8059605053618644,Iris-virginica
+25,5.5034655589130095,2.393155786846659,3.5901297088559154,1.1088277914693938,Iris-versicolor
+26,4.792559206830409,3.401611343572107,1.6092614509657126,0.2,Iris-setosa
+27,5.958514890772191,3.3227030174242698,4.617379057055784,1.665295151391352,Iris-versicolor
+28,6.927610707189106,3.160361786979157,5.716314870808174,2.2751211130441136,Iris-virginica
+29,5.881109795937833,3.203770721667699,4.753935443851699,1.8123652813409032,Iris-versicolor
+30,5.387981489309926,3.901692959300118,1.697615582614521,0.39053846543148607,Iris-setosa
+31,4.5037262481634786,2.300993135442933,1.3101570160508795,0.3039926295354458,Iris-setosa
+32,5.495000839420384,4.219184949098245,1.3796654750353468,0.2,Iris-setosa
+33,4.883913995712684,3.110962269437673,1.487819520777602,0.10000018865741916,Iris-setosa
+34,6.2164913851488794,2.70951072134864,5.590152230619434,1.6232720433474115,Iris-virginica
+35,4.602907817228744,3.602042189602903,1.000000528908392,0.2,Iris-setosa
+36,5.063730989449409,3.4754220307713246,1.352578966694377,0.26912093759271666,Iris-setosa
+37,6.508558587890601,3.0157628214415713,5.528886290806525,1.786409530110977,Iris-virginica
+38,5.058896612685917,2.493655153252285,3.0472273788696222,1.2622948452622018,Iris-versicolor
+39,6.481020798952208,2.991733870255591,5.475243328342236,1.798737372510164,Iris-virginica
+40,4.903394198625182,3.008885869440647,1.3811000253492027,0.2,Iris-setosa
+41,4.88471450070289,2.3924703360573605,3.745157530866786,1.0241607625954678,Iris-versicolor
+42,5.996009495622153,3.3781878228062556,4.533261595245396,1.5994134365322714,Iris-versicolor
+43,5.817423106193809,2.7249171241577006,5.09746743043252,1.8925380269901435,Iris-virginica
+44,6.420525903338519,2.7513782989134894,5.412085635436872,1.8947956812958178,Iris-virginica
+45,7.699998510736348,2.7824383945139153,6.699998480858058,2.012151099009531,Iris-virginica
+46,6.552000671472107,2.971179437238075,4.393443864096384,1.385972690711206,Iris-versicolor
+47,5.79525766959272,2.8016465082764426,5.115519193281637,2.395980410388686,Iris-virginica
+48,6.288958627732454,3.241139402209207,4.509636334911228,1.5239319325191416,Iris-versicolor
+49,5.06433330604013,2.481309168184587,3.020582791708145,0.991307478128006,Iris-versicolor
+50,7.699998344051134,2.8212724802553306,6.699998530711155,1.9961888813483524,Iris-virginica
+51,4.4000005794853525,2.9093716940528958,1.404781059038753,0.2,Iris-setosa
+52,5.227045241420959,3.412421631591445,1.3940978791547627,0.2,Iris-setosa
+53,7.699998653115046,2.81425203311537,6.69999896844458,2.0078884834398796,Iris-virginica
+54,5.67032855622459,4.4,1.4861269980479808,0.3918592307243941,Iris-setosa
+55,5.071789810430333,3.4992485860206393,1.3616940847294627,0.30357006388516716,Iris-setosa
+56,6.552505121044833,3.1603064842014104,4.45282203285785,1.4608437573092998,Iris-versicolor
+57,5.415423657219107,3.393705554126856,1.7850026891596074,0.2,Iris-setosa
+58,6.263099951385738,2.35014504222818,4.513650378050206,1.3496502704572657,Iris-versicolor
+59,5.800375361761009,2.8018095617034384,5.101747942772871,2.4082965151659583,Iris-virginica
+60,6.292153487762601,2.492310426192204,4.862321918796035,1.4932645245889877,Iris-versicolor
+61,5.000546423861913,3.598952370574518,1.4021866379041945,0.2,Iris-setosa
+62,5.805620125476484,2.782669564566026,5.128053406176908,1.882009762936694,Iris-virginica
+63,7.7,2.770703597891405,6.7,2.014263032767087,Iris-virginica
+64,5.7063028647086,2.495562906026891,5.010201113433546,2.0111898576284517,Iris-virginica
+65,6.300585145648234,2.7869573237886716,5.082875556961499,1.5074451790612327,Iris-virginica
+66,7.7,2.7959106242869463,6.7,1.9975803293779746,Iris-virginica
+67,5.880787144762183,2.9783382357652495,5.093569654916011,1.8018628833627715,Iris-virginica
+68,5.434877895730439,3.39105695342611,1.945614077016104,0.2,Iris-setosa
+69,6.035654081573669,3.3414530946223664,4.561027757148642,1.6146659817792006,Iris-versicolor
+70,6.145587610290927,3.0137891619939445,4.557958292637425,1.4078397959487838,Iris-versicolor
+71,6.021420027616428,2.6973416375906756,5.128672375282814,1.602020563727611,Iris-versicolor
+72,6.736621831883445,3.3001505174884063,5.721967986841531,2.1099702853395996,Iris-virginica
+73,6.286028078308702,2.470679883673154,4.83380623602418,1.4889271618571067,Iris-versicolor
+74,6.305843301082423,3.4000548746954515,5.598817272748327,2.4067645243962446,Iris-virginica
+75,6.74967312510817,3.313863736762987,5.671306413922622,2.5,Iris-virginica
+76,4.4,3.223003097376093,1.2980222418016483,0.2,Iris-setosa
+77,6.009463088281501,3.3966982752145634,4.533179481922998,1.615919963730011,Iris-versicolor
+78,7.218927203805393,2.8899404998818503,6.254660928536853,1.8195443157131792,Iris-virginica
+79,5.677066140219456,4.399999123055022,1.4909288214811516,0.44824835792643003,Iris-setosa
+80,5.50483785907713,4.205040476029075,1.4011091710733017,0.2,Iris-setosa
+81,6.394293717986337,2.7063310850586597,5.297557340840525,1.8950382964603376,Iris-virginica
+82,6.473563268834381,2.997999179153142,5.451924235686433,1.804718822229517,Iris-virginica
+83,6.311545254857821,2.4644331201452765,4.813674954563082,1.4854136520059273,Iris-versicolor
+84,5.478834436846054,3.007567325400788,4.533363405083793,1.5043153975537797,Iris-versicolor
+85,6.3487608533498845,3.3899387668118006,5.649169408430664,2.3892465792290243,Iris-virginica
+86,7.7,2.786537771295342,6.7,2.0052127417367074,Iris-virginica
+87,5.659913643192668,4.399999025626066,1.4863120657407785,0.38257793039988963,Iris-setosa
+88,6.0279714657029215,2.2000002878169336,5.009624421274296,1.5022770604026974,Iris-virginica
+89,6.008525790320715,2.69572023906441,5.112741990158564,1.6068401121435505,Iris-versicolor
+90,5.106885913616405,3.7846234947822057,1.6803170114366885,0.3969745623931241,Iris-setosa
+91,7.7,2.791423756684355,6.7,1.984381278673898,Iris-virginica
+92,5.416704847429948,3.9178879447458757,1.3075542429129827,0.426264166171699,Iris-setosa
+93,6.420507301443525,2.983874904141625,5.489047707844115,1.825051106180932,Iris-virginica
+94,4.60132496288339,3.6351709461466313,1.0000004868177519,0.2,Iris-setosa
+95,5.719168784753139,4.3999992389847975,1.5132631313886353,0.39059346945932605,Iris-setosa
+96,4.983696866044088,3.454215904635705,1.2959518740889657,0.292482941042816,Iris-setosa
+97,5.495210758539692,2.411288961873036,3.787524171838485,1.151825846729718,Iris-versicolor
+98,5.718823622825911,4.4,1.499115340248122,0.4750618809982876,Iris-setosa
+99,4.611989221918515,3.1672917011917106,1.4073885447326129,0.2,Iris-setosa
+100,6.319578356596146,2.52731103465199,5.028637132344328,1.8929076701532572,Iris-virginica
+101,5.6250145689463285,2.6903310853468985,4.182762550597716,1.2986767357140123,Iris-versicolor
+102,5.116180912297432,3.2973503015993058,1.7839368659459522,0.47604963542301104,Iris-setosa
+103,5.973726928563633,2.7067580376809133,5.065255731786672,1.5772258009615976,Iris-versicolor
+104,5.675908743621597,4.399999097497662,1.4977756466745524,0.3731861436684295,Iris-setosa
+105,6.732494970788806,2.9968428202497552,5.015975261966586,1.7174473432037864,Iris-versicolor
+106,6.668328566560275,3.2889506337661647,5.66824133103631,2.225525107225889,Iris-virginica
+107,4.583680173872836,3.66365429415556,1.0,0.2,Iris-setosa
+108,5.200092576960075,3.5028238292076765,1.5049278470968697,0.2,Iris-setosa
+109,6.8117031225409415,3.2122944606345802,5.757035768195488,2.294068773860111,Iris-virginica
+110,6.388043751759341,2.8826583199414553,4.274883207228781,1.2943969869713983,Iris-versicolor
+111,5.814752558034495,2.818393919155688,5.098152456658563,2.4005383758473933,Iris-virginica
+112,6.275109178080552,2.500922188384252,4.9128571599853,1.5165458271516115,Iris-versicolor
+113,6.009096711909684,3.4170369742963147,4.527612889186543,1.6134141932045525,Iris-versicolor
+114,5.514419802172008,2.430291060929297,4.095553096692109,0.9901486455270984,Iris-versicolor
+115,5.494190489814655,2.3876885913774033,3.730731096449512,1.0097089376009087,Iris-versicolor
+116,7.042150452540144,2.993455250650405,5.770095795422445,2.112109001539162,Iris-virginica
+117,6.101782043659491,2.59986897194238,5.630392991369055,1.404793974256297,Iris-virginica
+118,5.116427770261543,3.822376580396135,1.831377191197022,0.46366199270478897,Iris-setosa
+119,4.5024940751607625,2.304639499717775,1.3103847482968447,0.30142619665499204,Iris-setosa

iris/tab_ddpm/6_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/6_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/6_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/6_1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.886664959683427,2.9960976451372106,1.3823061139857418,0.2,Iris-setosa
+1,5.465108216653639,3.0029924200183444,4.484398318525988,1.5113012108703991,Iris-versicolor
+2,6.859535829133186,3.013402650793175,5.534770119599923,2.1356183889422584,Iris-virginica
+3,6.699138993233795,3.061660568398357,4.775971931529407,1.5391204630677957,Iris-versicolor
+4,6.39033556680681,3.068271196827031,5.491987231264572,1.8080841967478287,Iris-virginica
+5,5.79002650969958,2.723419780878059,5.1143417397206585,1.8890426546088106,Iris-virginica
+6,6.6746972264682745,3.1062710734595957,4.440529434573958,1.40932462992576,Iris-versicolor
+7,4.975731079204212,3.3432353531768504,1.508690854372906,0.2,Iris-setosa
+8,4.7338303801092705,3.453542598941334,1.3574874228902976,0.331921398018679,Iris-setosa
+9,5.147485505105512,3.4348690525151415,1.4890949714830395,0.2,Iris-setosa
+10,4.987621975428571,2.453413100886994,2.941881801791113,0.995377302440802,Iris-versicolor
+11,6.69338633948001,3.2930045124902274,5.705962806459533,2.4999994713302276,Iris-virginica
+12,6.00153806435611,2.2000003029253183,4.968992383250182,1.5017754882452174,Iris-virginica
+13,5.444866801327378,2.999271452093897,4.494599970372967,1.4985611723579932,Iris-versicolor
+14,4.968866914881183,2.4251029447817487,3.1969064865253074,0.9919015839194611,Iris-versicolor
+15,5.077579917474424,3.346478566980479,1.4112561714674232,0.2,Iris-setosa
+16,5.54152318136698,3.00029556016958,4.308923003933914,1.4104113698787204,Iris-versicolor
+17,7.69999861066077,2.785520396743485,6.699998873339871,1.9870995792534787,Iris-virginica
+18,5.572330092917049,2.682701676712233,4.224048492331102,1.292554733625542,Iris-versicolor
+19,4.4,3.189740515407694,1.300304134653857,0.2,Iris-setosa
+20,5.505474415600466,2.397860658689556,3.6361822628983345,1.0779653200482033,Iris-versicolor
+21,4.950579998265402,2.4330454100856995,3.3336337584208384,1.0376130573840125,Iris-versicolor
+22,5.097704244470919,3.78819679489634,1.791473228715376,0.45508702959167047,Iris-setosa
+23,5.801481244845648,2.7042283497287816,5.09991171122595,1.89832616873115,Iris-virginica
+24,5.296962424426127,3.719035296383562,1.498412385146346,0.2,Iris-setosa
+25,5.8865975414833445,3.0015927595111696,4.1787853070977965,1.4957391807394298,Iris-versicolor
+26,4.4,3.20590494578382,1.2919532597789805,0.2,Iris-setosa
+27,6.696962055081795,3.0915150634641253,4.394853110609065,1.4008916063647738,Iris-versicolor
+28,5.03413493936257,3.299467889786244,1.4026122049746257,0.2,Iris-setosa
+29,5.8799752515652415,2.971073868891671,5.111064162193489,1.8187727107240244,Iris-virginica
+30,5.8002451674729985,2.7135891994715133,5.105070423078831,1.9021429898104005,Iris-virginica
+31,5.084732387824895,3.7573525673927124,1.6088922987461995,0.2,Iris-setosa
+32,4.4,2.9279992733406113,1.3864294395021788,0.2,Iris-setosa
+33,6.677551783541146,3.299669121833241,5.709659316295984,2.4999994493499402,Iris-virginica
+34,6.403254086990491,3.01157294752825,5.495802047552401,1.7901649619458058,Iris-virginica
+35,5.496096335331751,2.6068655426210814,4.368081919248119,1.2460522695196212,Iris-versicolor
+36,6.30154858527425,2.780278281000508,5.101690921287997,1.484081565076886,Iris-virginica
+37,4.585053319295888,3.6064041897118235,1.0000003633998007,0.2,Iris-setosa
+38,4.855548647820135,3.1282856410895468,1.4851520829790001,0.10000010237398468,Iris-setosa
+39,5.134490712333946,2.494156538548488,3.35643199656673,1.1920508572991442,Iris-versicolor
+40,5.115636417125578,2.497225504737012,3.0452238981242483,1.0924363845852674,Iris-versicolor
+41,5.91426082485273,2.9951741943562453,4.18605158121779,1.4966715877041123,Iris-versicolor
+42,6.793979116418875,2.996290000039977,5.464177007520335,2.076625842417875,Iris-virginica
+43,5.8137332843277605,2.8004671869487883,5.1171186236401605,2.3791378550189552,Iris-virginica
+44,7.7,2.72232586099394,6.7,2.081458844955427,Iris-virginica
+45,5.919608892398239,3.2393095275495645,4.762692780878357,1.766147740697883,Iris-versicolor
+46,7.699999097781546,2.8224959752987195,6.7,1.9707948040945795,Iris-virginica
+47,4.83679119391142,3.4114913963902165,1.598400461886283,0.2,Iris-setosa
+48,5.4957065706803085,2.4008992978993553,3.8642125013167252,1.0701934595689921,Iris-versicolor
+49,5.182781647583123,3.596134051432027,1.6680227240935048,0.49788067712554307,Iris-setosa
+50,7.699998777723782,2.8030814688318193,6.7,1.9861225026406346,Iris-virginica
+51,5.992600280596374,2.200000308135465,4.996520200345848,1.482826282091401,Iris-virginica
+52,4.80577751165506,3.3929264591313446,1.5747259961658346,0.2,Iris-setosa
+53,5.791516924307522,2.7030490106408864,5.098418683123167,1.8986428801232038,Iris-virginica
+54,5.013468951774386,3.34890216923304,1.4104111613067716,0.2,Iris-setosa
+55,6.727131101773429,2.992176970756028,5.013877536963239,1.7045163044244238,Iris-versicolor
+56,5.149657156378161,3.401513490314733,1.4369997008503266,0.2,Iris-setosa
+57,5.992421091391348,3.4218267125532047,4.534204223960062,1.576526654666234,Iris-versicolor
+58,6.002635190853482,2.2,4.9950450281309,1.5029304869058973,Iris-virginica
+59,5.8788515979778095,2.9842891198245773,5.097840600664434,1.8033275146778975,Iris-virginica
+60,6.070059596774577,2.9458235769116956,4.9102680843746205,1.7768404917102762,Iris-virginica
+61,5.44988265625093,2.4093758202760998,3.616505776776361,1.0074322359549075,Iris-versicolor
+62,6.72878449240848,3.2973220805818135,5.672839560669037,2.5,Iris-virginica
+63,5.790271811268368,2.7034319547996275,5.096256185960233,1.8922245974177394,Iris-virginica
+64,5.88905478691133,2.9839694785536413,5.098470086008681,1.8192908158214947,Iris-virginica
+65,4.591081722364662,3.606425808140175,1.0000003957390247,0.2,Iris-setosa
+66,5.10812364675761,3.4640821182626786,1.4032736350655153,0.2,Iris-setosa
+67,6.303183107375913,3.2199472618431124,4.524327429769641,1.5018696578910988,Iris-versicolor
+68,6.310241575276387,2.7309554192654875,4.851254543338206,1.7586043349369043,Iris-virginica
+69,6.0958838766931125,2.6068925730280954,5.604262426194765,1.3948070206058467,Iris-virginica
+70,5.033033582809475,3.3887877820975363,1.5167060419323988,0.2,Iris-setosa
+71,6.229221292163598,3.4275839307032414,5.654213284300158,2.4031251322754534,Iris-virginica
+72,5.0128948530062445,3.6040183105532804,1.4099014290630307,0.2,Iris-setosa
+73,5.472527689144382,2.415438759751725,3.6292298736924464,1.099990590893198,Iris-versicolor
+74,5.4759803207072215,2.3994886088972964,3.7905197123585364,1.0561200884152946,Iris-versicolor
+75,5.117769428442814,3.404631707088793,1.5133220140836185,0.2,Iris-setosa
+76,5.877512581527173,2.8032620158799824,5.115740546287287,2.398458016963964,Iris-virginica
+77,5.32733778029823,3.600276882931976,1.5270406893358464,0.2,Iris-setosa
+78,5.814680382922355,2.709741967241862,5.112961484541104,1.9034790852173638,Iris-virginica
+79,5.803966986026762,2.703098486943649,5.08519178342566,1.8804633659940138,Iris-virginica
+80,4.919740180335072,2.4218011612596353,3.2534875649077657,1.0437480060985522,Iris-versicolor
+81,6.6171936614414975,3.1085715041017337,4.432158226363281,1.4334072788729721,Iris-versicolor
+82,7.042725111336237,3.012372529570709,5.788613061112828,2.1123097583384336,Iris-virginica
+83,5.034999115106879,3.3308669368045267,1.402278228271569,0.2,Iris-setosa
+84,5.418108797331112,3.9261721238742893,1.2914309849774277,0.43024504691358456,Iris-setosa
+85,6.067716077105315,2.995194165628418,4.578057528196359,1.3919049184524364,Iris-versicolor
+86,5.10003839778292,3.8053300374056036,1.5959710538837408,0.2,Iris-setosa
+87,5.306568591146445,3.683260690690195,1.5091387766897912,0.2,Iris-setosa
+88,5.892488477830719,2.999469636322951,5.10367202933859,1.8168512141457285,Iris-virginica
+89,4.635687125205179,3.577057392025888,1.0000004639092819,0.2,Iris-setosa
+90,6.696240627028879,3.1029819013128854,4.39227280347631,1.386460046404061,Iris-versicolor
+91,4.594370590809214,3.204257483892814,1.3823734206788134,0.2,Iris-setosa
+92,5.644433435166417,4.4,1.502196804788043,0.36462743699478395,Iris-setosa
+93,5.587581034420087,2.995716741757316,4.135271032430027,1.2978802282405852,Iris-versicolor
+94,7.053898180422759,3.0215880972697713,5.830576079677187,2.146763418996148,Iris-virginica
+95,5.994996567710165,3.430664524782226,4.536518760721954,1.639408892847288,Iris-versicolor
+96,7.699998719057277,2.781204118237305,6.699998568936803,1.9968572909320015,Iris-virginica
+97,5.741426977578355,2.9622830827364326,4.251763397059674,1.4710078066725514,Iris-versicolor
+98,4.912782808282642,3.009153488418185,1.401621023007095,0.2,Iris-setosa
+99,5.024107885259414,3.338564374162118,1.4053921540926355,0.2,Iris-setosa
+100,5.802024128857762,2.6856138974403345,5.089400301322624,1.901012855870631,Iris-virginica
+101,5.0962919615477125,3.3868102140782423,1.4806182614981342,0.2,Iris-setosa
+102,4.495996998262319,2.296982295963587,1.3053573502414948,0.2803678664473514,Iris-setosa
+103,5.3825887327146695,3.4054270531047734,1.7056608694279443,0.2,Iris-setosa
+104,5.4048911459167375,3.416741792735923,1.6687809427395432,0.2,Iris-setosa
+105,6.693044089115225,3.0048492974841876,4.98843388448177,1.693264403092646,Iris-versicolor
+106,5.6053234537056404,2.7345730296667554,4.209753638157419,1.2895863093199875,Iris-versicolor
+107,5.6575369701437745,3.0053627095152557,4.481169853231275,1.4995416113372373,Iris-versicolor
+108,6.638896545966361,3.0342853724515297,4.3941079223736645,1.4078087663682572,Iris-versicolor
+109,4.400000487949099,3.1908479293622984,1.3113852933347405,0.2,Iris-setosa
+110,6.283338479464033,2.8943529604852327,5.603617927510285,1.8049299874999314,Iris-virginica
+111,5.3528249103637435,2.9895053898589743,4.495287674797435,1.4971080941058252,Iris-versicolor
+112,5.7823110621666265,2.699841281991676,5.109756586278975,1.899161368882976,Iris-virginica
+113,6.273288457342627,3.4127204255928802,5.642541670477527,2.407932594867337,Iris-virginica
+114,4.4,2.899115761281662,1.402887278236439,0.2,Iris-setosa
+115,5.123712629622511,3.7905310536954615,1.8410732842464836,0.45633746709537715,Iris-setosa
+116,4.61110527624455,3.315873315438894,1.406736606936341,0.2,Iris-setosa
+117,6.948773560935401,3.1836000528817254,5.743395482054366,2.2853716302993874,Iris-virginica
+118,5.2206002107098435,2.783128329610024,4.0510516267748,1.419564887297104,Iris-versicolor
+119,6.612935444571392,3.134805944711985,4.442094754073839,1.4449807642372432,Iris-versicolor

iris/tab_ddpm/6_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/6_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/6_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/6_1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.088083343232287,2.5048819859932974,3.1418765357386933,1.1373105497120273,Iris-versicolor
+1,6.4179314647388015,3.19313145313281,4.554362191243936,1.4909051452131217,Iris-versicolor
+2,5.371186207094835,3.879595725541958,1.6907878786830979,0.39980261692833285,Iris-setosa
+3,5.193601968973359,3.4616565026208463,1.4716298872747113,0.2,Iris-setosa
+4,6.428376178882847,3.09192419086902,5.509960474747827,1.8136148894709865,Iris-virginica
+5,4.596105491036542,3.5940671715237045,1.000000741599089,0.2,Iris-setosa
+6,5.138081800973474,2.5018830036207276,3.0204484858262655,1.1367969041236456,Iris-versicolor
+7,5.7850166354344505,2.7267191599063874,5.109820561739696,1.895940416909328,Iris-virginica
+8,5.092857260628895,3.7407232699087305,1.6005816881237833,0.39973820416902905,Iris-setosa
+9,6.272460833410143,2.862013322378932,5.60970101010023,1.7776634304720138,Iris-virginica
+10,6.10030252703052,2.6081367494822065,5.605377410603983,1.413834818471454,Iris-virginica
+11,6.289277643103335,2.8883497962377325,5.644834872916512,1.806865169315064,Iris-virginica
+12,6.480466145904849,3.1757819420660014,4.507700724734865,1.4751107707649782,Iris-versicolor
+13,5.925002515649253,3.003864501070232,5.095529241699284,1.7841869167240385,Iris-virginica
+14,6.465494417531033,3.0221395686208807,5.488315297649156,1.7972069181088115,Iris-virginica
+15,4.584128448644128,3.2063546713150046,1.3938781161206026,0.2,Iris-setosa
+16,6.280145042428188,2.6961374815160477,4.927253990371777,1.8102857288685965,Iris-virginica
+17,7.699998712839816,2.776060284237854,6.699998969037521,2.0617661713657194,Iris-virginica
+18,5.700910859309701,4.4,1.5188595440824284,0.49160807721652766,Iris-setosa
+19,5.257249919921593,2.764847889582599,4.057549206833638,1.4148256908210919,Iris-versicolor
+20,6.012239581576544,3.001882587591794,4.748241905012679,1.8089643654456913,Iris-virginica
+21,5.807333349585261,2.8095269134124745,5.098384027033042,2.3996975433183483,Iris-virginica
+22,4.400000469837485,3.1917326801285726,1.2959475364137607,0.2,Iris-setosa
+23,4.597613371856534,3.610597195926818,1.0000003663414165,0.2,Iris-setosa
+24,5.6497358631703625,4.399998565128504,1.495356573895465,0.3852450369919744,Iris-setosa
+25,5.814930701731436,2.719037143417589,5.118292608767741,1.8864719520826234,Iris-virginica
+26,4.992778087331842,3.571374506106575,1.40096532330063,0.2,Iris-setosa
+27,5.266577871384198,3.4664691556153775,1.5854387179947862,0.2,Iris-setosa
+28,5.988765791466779,3.401462976573612,4.441590259671068,1.555305248694616,Iris-versicolor
+29,6.397336502433479,2.928560790377999,4.425029384124833,1.3476493785677826,Iris-versicolor
+30,5.398649109391505,3.9230417964462205,1.697608037665049,0.3940867238465279,Iris-setosa
+31,6.642810432746121,3.0027439522162758,5.007354315598877,1.6820016866109029,Iris-versicolor
+32,5.2126272495815575,3.406939040232008,1.4070014102569024,0.2,Iris-setosa
+33,5.915984018682313,3.0043282416593575,4.215726635433514,1.5020047126469096,Iris-versicolor
+34,5.088742934311098,3.38056388745788,1.412392258584107,0.2,Iris-setosa
+35,5.473188363063708,3.004363558752252,4.542103189206056,1.5042185674355235,Iris-versicolor
+36,5.493733292022003,4.194302420167997,1.390583568705539,0.2,Iris-setosa
+37,6.69478917644466,3.1090085886225753,4.3906622465010505,1.4016527445687814,Iris-versicolor
+38,5.702831266158803,4.399998925706822,1.4849510535334813,0.3521736710922661,Iris-setosa
+39,6.010569064616369,2.720010245749052,5.098362510935429,1.5982565770958164,Iris-versicolor
+40,6.992812472262347,3.0835109321262695,5.759825938928862,2.2088908857584664,Iris-virginica
+41,5.094203047414097,3.290152955381259,1.778631420674383,0.44684476235793436,Iris-setosa
+42,7.7,2.776719055939592,6.7,2.0641836604454213,Iris-virginica
+43,5.246717227657619,3.5740694957211727,1.4976878647728695,0.2,Iris-setosa
+44,5.703339874984031,4.4,1.4940699336725212,0.4688078421132206,Iris-setosa
+45,7.293842752181758,2.904137687553845,6.320363215616039,1.7849289753621131,Iris-virginica
+46,4.765128367723239,3.3984698146037347,1.5643047089563955,0.2,Iris-setosa
+47,5.154410100737576,3.472788426647421,1.5057531855535597,0.2,Iris-setosa
+48,4.996764599947411,3.5965322163234634,1.4022887599293914,0.2,Iris-setosa
+49,4.600247713926219,3.589808896184089,1.0000004247179508,0.2,Iris-setosa
+50,6.503598669646273,3.158643818124655,4.438129944931962,1.4806124386705903,Iris-versicolor
+51,5.984522341012078,2.2,4.990061580499969,1.5104182498332162,Iris-virginica
+52,4.970392340305564,2.4473788069999562,3.144539893783696,1.06829676617801,Iris-versicolor
+53,5.504375699633449,2.406297492773651,3.4812686406976003,0.9138911829323138,Iris-versicolor
+54,5.695708241496174,4.4,1.5114708431226924,0.3877500824395502,Iris-setosa
+55,5.913897069321945,2.995697725362165,4.269914290725402,1.4908908955120128,Iris-versicolor
+56,4.4000006719717115,3.1990019231075753,1.3059589478759541,0.2,Iris-setosa
+57,5.499464590051469,4.1900240165866105,1.403464440183784,0.2,Iris-setosa
+58,5.475973426574977,2.9958979073539265,4.507871969231585,1.4834895466934364,Iris-versicolor
+59,5.102446857203046,3.3085114134223144,1.6850330381649823,0.521182518812677,Iris-setosa
+60,6.483408871360409,3.1896980574629845,4.491448661668526,1.5096976540191358,Iris-versicolor
+61,6.4363994578077826,2.9266349811047947,4.331195741570193,1.3261533831273868,Iris-versicolor
+62,4.586789637195062,3.6435946558485686,1.0,0.2,Iris-setosa
+63,6.471523085009714,3.1564448792375557,4.502954800925685,1.477757307985318,Iris-versicolor
+64,4.496530212553584,2.3084102412442937,1.2956792772311114,0.3224971251895504,Iris-setosa
+65,5.40382698664294,3.3928369605583937,1.7014922353319002,0.2,Iris-setosa
+66,5.504857916772752,2.3906298238448085,3.7070408370712,1.1268047379188821,Iris-versicolor
+67,4.600379222321068,3.604387144830195,1.000000404106338,0.2,Iris-setosa
+68,6.82051586523081,3.214514593306716,5.60894180507072,2.2549882650176816,Iris-virginica
+69,4.961245721387815,3.507534457110789,1.3097855488821608,0.3184970959349993,Iris-setosa
+70,6.695462852820447,3.3045993799441455,5.726543751568741,2.5,Iris-virginica
+71,5.319179964728503,3.6980647092190293,1.4978209322319274,0.2,Iris-setosa
+72,6.673735205205413,3.2748849692115547,5.743035406766318,2.0937707718712804,Iris-virginica
+73,5.855009348334007,3.158696638500793,4.725573616427578,1.7013274960939504,Iris-versicolor
+74,6.311321491544206,2.2975131715338257,4.410655792118052,1.2992240809007802,Iris-versicolor
+75,5.5268008602998595,2.4133015006328895,3.792693082498169,0.925488399342885,Iris-versicolor
+76,5.025109272003782,3.2632458402532345,1.3620324218100917,0.2,Iris-setosa
+77,4.913893807902872,3.0096031896804267,1.4027418191229246,0.2,Iris-setosa
+78,6.089847947688947,2.6058763282345905,5.59209426837901,1.3827611623610527,Iris-virginica
+79,5.498147484623764,2.990271992911961,4.453780764267729,1.497581476684791,Iris-versicolor
+80,6.346640698324588,2.9177966943775737,5.560591421060747,1.7953958379081894,Iris-virginica
+81,5.4222477292252105,3.0018747334678313,4.513319533493272,1.5056900191524276,Iris-versicolor
+82,5.680140034955548,2.5105503916200536,4.991185368424276,1.9938749640754256,Iris-virginica
+83,5.3662891787728535,3.8899618549937673,1.3220942906378856,0.3927237057959241,Iris-setosa
+84,5.103282302431137,3.3925177308475427,1.4988019935920058,0.2,Iris-setosa
+85,5.767351544049088,2.6770152202724318,5.1073148236428345,1.917291881632397,Iris-virginica
+86,5.38451734459811,2.9879750809088845,4.47596831607464,1.4997389696184196,Iris-versicolor
+87,5.996382386907121,2.728242488575392,5.0965494530505895,1.6115704113667237,Iris-versicolor
+88,6.500223447659558,2.9724479507350474,5.552418693243769,1.8040600693513418,Iris-virginica
+89,7.699997992564127,2.8064085977030713,6.699997653707616,1.9971881095594444,Iris-virginica
+90,4.600527612583658,3.206175052231168,1.4047003612055162,0.2,Iris-setosa
+91,5.059598420656355,3.5972978768458046,1.4552701773109877,0.2,Iris-setosa
+92,5.606461212127397,2.9968456991205645,4.090353618009668,1.3016521674521393,Iris-versicolor
+93,6.368746725372194,2.6735584563384647,5.211177033054167,1.8976299624685198,Iris-virginica
+94,5.3707605162577225,3.409038647915848,1.67817420099157,0.2,Iris-setosa
+95,5.100725788788142,3.8226771258288097,1.5820980065974013,0.2,Iris-setosa
+96,6.356452425952668,2.796882413578137,5.091284992941233,1.508261850210428,Iris-virginica
+97,6.384008202996133,2.891215823067368,4.333480550372431,1.2942856432922956,Iris-versicolor
+98,4.4,2.8950270094621566,1.3925767786279566,0.2,Iris-setosa
+99,5.721278205744554,2.4920393675323735,5.011232036389696,1.9994628721227596,Iris-virginica
+100,5.794168587915524,2.7016260983647133,5.121096958680607,1.8986683291449267,Iris-virginica
+101,6.124863438965468,2.6040742664531904,5.617669545020469,1.3980621173562504,Iris-virginica
+102,5.699390826086205,4.399998161748637,1.4922335700890432,0.3937806027447197,Iris-setosa
+103,7.3475970622356295,2.876158704892305,6.351848993483723,1.8044062825082057,Iris-virginica
+104,6.530228182272123,2.983019136571642,5.5274297676984006,1.8181684483678457,Iris-virginica
+105,6.681767943421575,3.3062510906993903,5.640456415878161,2.4999994108903385,Iris-virginica
+106,5.446109642244774,2.993064655488227,4.524348813227067,1.5130222423746704,Iris-versicolor
+107,7.699998389582066,2.818982860999054,6.6999983087468795,2.02668279636975,Iris-virginica
+108,5.450085572506955,3.000194523791871,4.5345557843239455,1.503994593639425,Iris-versicolor
+109,4.9114503770535665,2.3909890124196984,3.323517704156627,1.0345677640962079,Iris-versicolor
+110,5.713888943756019,2.492437430515434,5.000696158798892,2.0109767956104863,Iris-virginica
+111,4.585136331375308,3.3999580822014295,1.400573731250073,0.2916807410035776,Iris-setosa
+112,6.68390272436748,3.3020133906780944,5.706206483166854,2.117850904150979,Iris-virginica
+113,5.412905164025892,3.0003203263128344,4.477057036288776,1.5016148611103546,Iris-versicolor
+114,5.261826165146555,3.853231262694255,1.8395837236758106,0.383935905677646,Iris-setosa
+115,5.106368571219862,3.718904983427213,1.5579838881040706,0.39462496581944306,Iris-setosa
+116,5.800589236802012,2.7141573088432147,5.093141795372391,1.8847462101702963,Iris-virginica
+117,5.170808329626063,3.762794411545903,1.544576275677226,0.2,Iris-setosa
+118,6.9100114017575,3.197108017409849,5.689978492105828,2.3069242104645853,Iris-virginica
+119,5.9989666341720875,3.35560756638768,4.533337655639698,1.587497295825719,Iris-versicolor

iris/tab_ddpm/6_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/6_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/6_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/6_1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7774797269393092,6.699998764082137,2.010590305487112,Iris-virginica
+1,4.847307324947324,3.4022379089643384,1.5852259859495785,0.2,Iris-setosa
+2,5.221428815406924,2.7153836984438264,4.040336676668191,1.3945100784431037,Iris-versicolor
+3,6.732587503505692,3.1045086973599676,4.397984661840904,1.381723735357961,Iris-versicolor
+4,4.602297599396478,3.2103147940645065,1.398284178778361,0.2,Iris-setosa
+5,5.103371279479582,3.319901522229464,1.3260796567629618,0.2,Iris-setosa
+6,5.479600608477688,4.205865879639018,1.3958209123071506,0.2,Iris-setosa
+7,5.195080332761263,3.3989792949531026,1.4071472821077442,0.2,Iris-setosa
+8,5.016953721764651,3.327400937930191,1.4082874907559524,0.2,Iris-setosa
+9,6.433053100263193,3.090103934133257,5.509029377274979,1.795762902457399,Iris-virginica
+10,7.003455995844137,3.2067207699403855,5.731946396088386,2.304657997275713,Iris-virginica
+11,5.350917006179537,3.8527060769043926,1.4746363484881198,0.2,Iris-setosa
+12,7.69999752750189,2.7943338882603936,6.69999729627975,1.9907275566707499,Iris-virginica
+13,5.56487070578265,2.9983259547385126,4.103504001471054,1.3104935722675628,Iris-versicolor
+14,5.49044472541702,2.3887923608995014,3.611246026874754,1.0708268336004498,Iris-versicolor
+15,6.34025274909941,2.9143354530684578,5.5872004392222685,1.8114574000775734,Iris-virginica
+16,7.3009193886772765,2.9070434570509036,6.32338458184957,1.7846108984257745,Iris-virginica
+17,6.253029884285838,2.5274736548500263,4.895502401607921,1.5085252194343481,Iris-versicolor
+18,6.300645179183574,3.3981114227984985,5.598419294688029,2.3896274656125125,Iris-virginica
+19,7.076311598724202,2.991268580282347,5.737352465401669,2.1426229694004415,Iris-virginica
+20,5.725350464622824,2.4921091324696416,4.994337952635999,1.996042835253281,Iris-virginica
+21,6.725002972296161,3.3131461848116497,5.6814730065332,2.499999449404596,Iris-virginica
+22,6.700274339885458,3.2771583885691267,5.6336343487523495,2.4999991603272123,Iris-virginica
+23,5.418903407259554,3.89375449145423,1.298755228804592,0.3970793226253465,Iris-setosa
+24,5.000796643895188,3.2153057451929126,1.2132731702730521,0.2,Iris-setosa
+25,6.561776634208563,2.9714074562660584,4.345367658217597,1.3784373771380194,Iris-versicolor
+26,5.166204751090705,3.4682432614369487,1.4921680033362978,0.2,Iris-setosa
+27,5.151492539468496,3.462956317365611,1.5013912511023773,0.2,Iris-setosa
+28,6.673146617711881,3.2935230177333943,5.666080091213944,2.5,Iris-virginica
+29,6.378540776135163,2.9473466827587256,5.57070630682008,1.8134441983318097,Iris-virginica
+30,6.324557291664554,3.41029244278706,5.598960592867893,2.3976788500923423,Iris-virginica
+31,6.67358499780172,3.3156701751032034,5.748162980533919,2.5,Iris-virginica
+32,5.113678755199412,3.7996705003501994,1.9551594104464427,0.43654103170973063,Iris-setosa
+33,6.307043924393554,2.5088453926642162,4.912442302987311,1.5187969006753028,Iris-versicolor
+34,5.864201667990434,3.003776412926983,4.210085538560144,1.4904249295156144,Iris-versicolor
+35,5.17361103186375,2.543051932832629,3.754698512608903,1.1911283546200084,Iris-versicolor
+36,6.722122717230875,3.2879929662978906,5.6689162202751655,2.1442129353174666,Iris-virginica
+37,6.731580987327544,3.0208581530540877,4.9374279311026,1.6235286696278588,Iris-versicolor
+38,4.790415046275379,3.39942679192416,1.6047252613190592,0.2,Iris-setosa
+39,5.202968003327585,2.7036956977895903,3.9278063171859614,1.3977208145297766,Iris-versicolor
+40,4.818096213689465,3.388845121173983,1.6168339719976748,0.2,Iris-setosa
+41,5.808113655626353,2.712360719314798,5.101503720632983,1.8957949544933737,Iris-virginica
+42,6.34763809735601,3.377261223221621,5.6146190510983,2.389582222129839,Iris-virginica
+43,4.6922310231839255,3.253980422780771,1.4046893917774401,0.2,Iris-setosa
+44,6.448849506300382,3.0438635504621376,5.480144473895838,1.7981057550465327,Iris-virginica
+45,5.102442798157467,3.801533703408011,1.8053951909356514,0.39205949944832436,Iris-setosa
+46,5.564549575834229,2.9982152226467678,4.092357417622742,1.2830988711261395,Iris-versicolor
+47,4.973826348335609,3.1742766667506244,1.2267030594958725,0.2,Iris-setosa
+48,4.61263253560533,3.2010331327901596,1.4050203085540143,0.2,Iris-setosa
+49,6.599715400723289,3.1153203129621527,4.445409764884165,1.4412274302466406,Iris-versicolor
+50,5.5221922495449896,2.4030101270067683,3.8831168526237834,0.9977447005508345,Iris-versicolor
+51,5.063153606842518,3.348144657697108,1.5045518564309184,0.2,Iris-setosa
+52,5.1132300907818955,3.7898620724076197,2.237537815842526,0.4291633199587306,Iris-setosa
+53,4.608779437457583,3.601286628263856,1.0,0.2,Iris-setosa
+54,5.401095448663583,2.4255675679917807,3.7244581949668705,1.1005631579179658,Iris-versicolor
+55,5.185682246783054,2.6978627172526854,3.832266092220139,1.4047939571308976,Iris-versicolor
+56,6.612145832366303,3.005389349364494,4.433259693514813,1.4279731140396033,Iris-versicolor
+57,6.409999749931708,2.896017061484553,4.302468202528998,1.3124692646663774,Iris-versicolor
+58,5.049716960470371,3.5277543476446236,1.3523385163222403,0.2982186957245787,Iris-setosa
+59,5.096108763882683,3.832172080446537,1.6190457278907633,0.2,Iris-setosa
+60,6.73345724900533,3.0040250757039573,5.004759217208396,1.6888418237559069,Iris-versicolor
+61,6.108505261783811,3.0057992007168006,4.590880437756473,1.4001437137499342,Iris-versicolor
+62,5.225880670859882,3.4510340848109307,1.4362151196308386,0.2,Iris-setosa
+63,7.304320177235829,2.9084505459098797,6.299475922148875,1.8119330483393217,Iris-virginica
+64,5.107816616381973,3.4021467287524683,1.4985338338482694,0.2,Iris-setosa
+65,4.400000478846382,2.8890187625337407,1.4029528767972872,0.2,Iris-setosa
+66,4.4000004585019195,2.9092977793418893,1.3891141918022316,0.2,Iris-setosa
+67,6.609054364899653,3.00182853864431,4.428663932591818,1.4182325683717776,Iris-versicolor
+68,6.910624407672887,3.165835085616472,5.71333892241525,2.297419134485214,Iris-virginica
+69,5.097803129331982,3.6630022002263316,1.4804306279633244,0.3963272491205898,Iris-setosa
+70,6.419323982276679,2.7550870323768777,5.352042207086296,1.8871005400897007,Iris-virginica
+71,6.694058337557974,2.994636417294842,4.99338935021825,1.7066515249636387,Iris-versicolor
+72,6.066766672078426,2.5996276948650454,5.632712245136462,1.3814186988631907,Iris-virginica
+73,6.589501089725449,2.9869963342958443,4.408004606915471,1.400933555325749,Iris-versicolor
+74,5.765263854324782,2.6481348651281924,5.064576099268282,1.940158325226497,Iris-virginica
+75,5.980952533227736,2.2000003237521626,5.027161153437877,1.4937659744573444,Iris-virginica
+76,6.7953428300567404,3.253109512495188,5.638210508742324,2.194087771259837,Iris-virginica
+77,7.313398746169817,2.8945835370776485,6.313413287498541,1.8142323582001683,Iris-virginica
+78,5.00022923812663,3.478173813028957,1.2949442313739774,0.2959060958650689,Iris-setosa
+79,5.795595722272766,2.692170022789535,5.092336353293871,1.8917634073250078,Iris-virginica
+80,6.296347623842052,2.295784015172785,4.433419125983161,1.2911971817693146,Iris-versicolor
+81,4.400000721664348,3.19191468182729,1.2624661253858522,0.2,Iris-setosa
+82,5.984301546882497,3.0004998119083286,4.801245423337267,1.8019491502536216,Iris-virginica
+83,5.755609421939137,2.594872373129372,5.079479257688932,1.9557303076953452,Iris-virginica
+84,4.96578732626556,2.434190138659051,3.2674587007344806,1.069350569163971,Iris-versicolor
+85,4.5781336174144505,3.2092170724045204,1.4030470220536644,0.2,Iris-setosa
+86,4.620591009997917,3.6439095137633704,1.0,0.2,Iris-setosa
+87,7.699997772207879,2.8038766137310867,6.699998126907785,2.021760429820365,Iris-virginica
+88,6.209482858696267,3.0082426769101303,5.325595057098863,1.7851180280841317,Iris-virginica
+89,4.4897096216202925,2.296587945880042,1.305517515156473,0.2940380887172589,Iris-setosa
+90,5.478606245311567,2.594565675468941,4.344879947279241,1.2563082387766347,Iris-versicolor
+91,5.180099732185964,3.4022108027807936,1.4013118090018617,0.2,Iris-setosa
+92,5.188909947382758,3.438338578734816,1.4353386860175505,0.2,Iris-setosa
+93,4.400000566258617,3.1254899122345234,1.3149194842809921,0.2,Iris-setosa
+94,5.076336784755497,3.4993784506969123,1.401836692703037,0.2994632652826612,Iris-setosa
+95,5.074268286834461,2.482427934066326,3.0907483011526673,1.0422739095849862,Iris-versicolor
+96,6.369870753173556,2.8922981325083663,4.29710119072369,1.2873239275375394,Iris-versicolor
+97,4.508595057691592,2.2909020659863377,1.2980455198449117,0.296477537953886,Iris-setosa
+98,5.337056633102272,2.77200575854997,4.072410204951875,1.3623778153687691,Iris-versicolor
+99,4.487014163382466,2.2873523292307603,1.2909503725848688,0.28131937162915105,Iris-setosa
+100,4.798793019602028,3.4176225215560434,1.5841527129989468,0.2,Iris-setosa
+101,4.925847601479946,2.423596130778507,3.1266214493039826,1.0267289992503117,Iris-versicolor
+102,5.747560332227816,2.7844487014524333,5.08831560034155,2.388325879740439,Iris-virginica
+103,5.780452006529531,2.696745659322682,5.096715359201555,1.9000929775281308,Iris-virginica
+104,5.7746363739417115,2.702093084739591,5.091271382647316,1.897733451423278,Iris-virginica
+105,5.480568219213889,2.5998065444831866,4.386137904513059,1.1597963213023634,Iris-versicolor
+106,4.984290765942651,3.5928697995838776,1.4010011028903517,0.2,Iris-setosa
+107,6.140662636303559,2.790638579578673,4.986814811381473,1.8495494258654221,Iris-virginica
+108,5.143395366309122,3.6699393254392607,1.4715768879906286,0.39439374857652904,Iris-setosa
+109,7.035967710005624,3.09813189591729,5.788620104378042,2.2532149352316213,Iris-virginica
+110,4.4,2.9197821690009076,1.3924418562697127,0.2,Iris-setosa
+111,5.807700976628335,2.691742450676057,5.0993525849307595,1.8988851216171514,Iris-virginica
+112,5.186398144038575,3.3896310956283338,1.4157476377732556,0.2,Iris-setosa
+113,5.974333447644032,3.009023626723104,4.834753157119103,1.804276682420369,Iris-virginica
+114,6.305964800761854,2.779815880636653,5.0961660494329255,1.4944515464833952,Iris-virginica
+115,5.80475684551769,2.703713992340612,5.104973622900789,1.897269832709447,Iris-virginica
+116,5.587458995304446,2.654573995938867,4.357376599167949,1.275592666441561,Iris-versicolor
+117,4.588536636195876,3.380775381835248,1.4037885652594542,0.30423302644847705,Iris-setosa
+118,5.785183174937214,2.6866396839374485,5.099750734561571,1.9091037371060688,Iris-virginica
+119,5.11164034995973,3.3585709286770324,1.4084904544320886,0.2,Iris-setosa

iris/tab_ddpm/6_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/6_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/6_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/6_1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.012566847026009,2.9947046934529085,4.870980007120068,1.7832381322220932,Iris-virginica
+1,5.410672662578657,3.9183290266057864,1.2827484029435754,0.44862616640654185,Iris-setosa
+2,6.097667994704063,2.5839181937291165,5.595942764053702,1.3863062194546514,Iris-virginica
+3,5.90265530044796,2.9955698006620115,5.098226760491074,1.7928778905029137,Iris-virginica
+4,6.2859541674583905,3.4123490366680365,5.59805463703731,2.400628985897703,Iris-virginica
+5,6.288699853436903,2.817451330322438,5.11247619505096,1.5206443282721,Iris-virginica
+6,5.07202749167205,3.4607286424763566,1.4097287680504658,0.2750001397000445,Iris-setosa
+7,6.2919209903895466,2.901185388201211,5.58231909843225,1.8087855372093031,Iris-virginica
+8,6.623366143458944,3.0337645417966934,4.472963582455515,1.41484828475771,Iris-versicolor
+9,6.412146390473226,2.6906255630274263,5.307276622634028,1.8988577329081924,Iris-virginica
+10,4.904230522617764,3.0982907730967786,1.5257062233792213,0.10000009162271276,Iris-setosa
+11,6.021927310273155,3.389051621215576,4.4834176939828305,1.6117510864984852,Iris-versicolor
+12,4.817876590212893,3.3943308315644716,1.5882621159972508,0.2,Iris-setosa
+13,6.02957009318853,2.6862455163081,5.097937241292974,1.5789264891821173,Iris-versicolor
+14,6.761479629340526,3.310237353134995,5.784929424024737,2.5,Iris-virginica
+15,5.091403477745444,3.5046672769985805,1.3840711552888523,0.3015369214201181,Iris-setosa
+16,6.125013151629969,3.0042316805784113,4.610454115473487,1.4100696761427103,Iris-versicolor
+17,5.642135359040087,2.5056906231836495,4.995004165241702,1.99969493423025,Iris-virginica
+18,6.5984004270412955,2.991185684263226,4.430689514186857,1.3993936885469433,Iris-versicolor
+19,6.72092316608668,3.2890436097895606,5.693245867739299,2.4999994186173615,Iris-virginica
+20,5.766627143613793,2.7089836212363125,5.102568704785119,1.900386356722859,Iris-virginica
+21,6.088615408753771,2.6010685121014285,5.617914977580139,1.4056692222815625,Iris-virginica
+22,5.729991281423475,4.399998972135126,1.513125486014446,0.3993429819266382,Iris-setosa
+23,4.903090963161481,3.3804928664353007,1.5299856044526023,0.2,Iris-setosa
+24,7.699998717501978,2.811136705916539,6.699998970813867,1.9811465107704636,Iris-virginica
+25,7.699999040374554,2.8256162932994164,6.6999981727472395,2.015726694581338,Iris-virginica
+26,5.758383569097602,2.7373088755390445,5.068998945948891,2.347796764872822,Iris-virginica
+27,4.400000595510627,3.206474576847159,1.3166811445732667,0.2,Iris-setosa
+28,5.58162525942288,2.655387384026288,4.240824453425772,1.2733979381278402,Iris-versicolor
+29,6.690051208279732,3.321768961973667,5.739811845981198,2.5,Iris-virginica
+30,6.3555319334990195,3.0993666170805403,5.464289802794117,1.8160732387752143,Iris-virginica
+31,6.65856720019715,3.2867189414850024,5.689798588958109,2.0501023827588485,Iris-virginica
+32,5.9952030293791365,2.2000003437924245,4.993383650431608,1.496991574673539,Iris-virginica
+33,4.607168926845266,3.6006636083648527,1.0,0.2,Iris-setosa
+34,7.7,2.8178673339006557,6.7,2.01299886971199,Iris-virginica
+35,5.033572828861491,2.4864831235593736,2.925239946448051,1.0845696269743863,Iris-versicolor
+36,6.890428018266587,3.0165982261272357,5.560056535820911,2.141802773435986,Iris-virginica
+37,4.9994771707075465,3.5004034233892374,1.2966436809593314,0.29501681048011863,Iris-setosa
+38,6.091788331292294,2.9575883995465144,5.313946061026951,1.8187478823450764,Iris-virginica
+39,5.390411707733652,3.8587148948452628,1.6899859777265525,0.3833277669373786,Iris-setosa
+40,5.761647998524167,2.756057155670616,4.925659529807454,1.5038265699459907,Iris-versicolor
+41,6.289859039141275,3.3830381419166344,5.65362744790858,2.3993920236678385,Iris-virginica
+42,5.034934895390912,3.498306715330715,1.3430196447408764,0.29572159775085305,Iris-setosa
+43,5.113552699951814,3.5331607269576466,1.3913245346205125,0.31397346945244353,Iris-setosa
+44,5.907895374678283,3.007939194349022,4.286485315026582,1.505248516883461,Iris-versicolor
+45,5.168724728142465,3.477422937021422,1.5120960053135484,0.2,Iris-setosa
+46,5.100993177872172,3.297902903079431,1.809497877178909,0.43599504472345896,Iris-setosa
+47,5.219001228419227,3.407338885433435,1.4002175848849754,0.2,Iris-setosa
+48,4.613627333577089,3.3967612927179425,1.4054607760246705,0.30739021633958996,Iris-setosa
+49,5.2156749739154105,3.3956379914800174,1.3831491126986366,0.2,Iris-setosa
+50,5.738662331740866,2.566372296498723,5.0247557184554035,2.134481506572885,Iris-virginica
+51,6.391681468465262,2.5635360512103746,5.075919871837343,1.8972898605471422,Iris-virginica
+52,5.302546716864498,3.4215631329347747,1.6323900748192304,0.2,Iris-setosa
+53,5.502563482297392,3.000072055690755,4.470300676612446,1.4965989494440786,Iris-versicolor
+54,6.727223710167282,2.987544191970377,5.012961380228487,1.7035560052793974,Iris-versicolor
+55,6.309429464361268,2.5201090052200708,5.013451566927318,1.8970187680283024,Iris-virginica
+56,4.50135185419488,2.306121682521311,1.2948851477467285,0.3037058245266369,Iris-setosa
+57,5.922494283038272,2.9935611737647894,4.427297592252438,1.4662772235191717,Iris-versicolor
+58,5.524117292900816,2.6099210302231226,4.386411678214645,1.2589087672916455,Iris-versicolor
+59,4.781831654346241,3.3828666060524393,1.6212968138841697,0.2,Iris-setosa
+60,6.408019613010828,2.8993427521801274,4.317522456430883,1.3065998050093475,Iris-versicolor
+61,7.7,2.7938169571644744,6.7,2.080508828770126,Iris-virginica
+62,6.000052034662099,3.394439014341366,4.545466805353729,1.6060924746149943,Iris-versicolor
+63,5.068650937690037,3.499823092959805,1.3776131407634622,0.2932010797683495,Iris-setosa
+64,6.408598752608127,2.6949267477472274,5.3195822461229625,1.909996098191551,Iris-virginica
+65,7.123396424743642,2.9762095702145634,5.917615931072822,2.094954611060448,Iris-virginica
+66,4.4,3.186741795083203,1.2983782899841296,0.2,Iris-setosa
+67,5.007909277650919,3.480056713651069,1.3237214399237032,0.298492744683757,Iris-setosa
+68,6.6120748870585695,3.0187251820328695,4.990629558446035,1.7322200756747903,Iris-versicolor
+69,6.07511449038094,2.9955446122494562,4.603687962739316,1.4096209414351772,Iris-versicolor
+70,6.785946710859464,3.0004504746052776,5.471159986538484,2.1028245826305936,Iris-virginica
+71,5.7268027290256915,2.481975703919437,5.0004430522928605,1.997866932342086,Iris-virginica
+72,5.708996677297574,4.4,1.506362789488359,0.4034400436883843,Iris-setosa
+73,7.33829697849999,2.9050013297687647,6.33736595304079,1.795877825361556,Iris-virginica
+74,6.362000218015629,2.5844022555991217,5.071862649400148,1.896725030189172,Iris-virginica
+75,4.907942695836084,2.4068554379754987,3.200213774167404,1.010911168623847,Iris-versicolor
+76,6.377099830545858,3.20462828986462,4.540856789157281,1.5036768521062427,Iris-versicolor
+77,6.254827179745948,2.778373255524446,5.5875634621836285,1.6538457974064047,Iris-virginica
+78,5.987312905799968,3.3921592824636653,4.4805424141394194,1.6135852586731891,Iris-versicolor
+79,5.809340645597584,2.989701096336874,4.171839874685327,1.4228333999144727,Iris-versicolor
+80,5.816836958731381,2.7994923777335616,5.099557304163225,2.396716862161256,Iris-virginica
+81,6.3531993949718375,3.210261676100273,4.51388755932064,1.5098046718216709,Iris-versicolor
+82,4.90036937600332,3.0032529113224458,1.4036046760277345,0.2,Iris-setosa
+83,5.138138592037497,2.6369637314758285,3.3495294349169975,1.3553109301416373,Iris-versicolor
+84,5.6613741206095956,3.000389456215073,4.530022157901609,1.483745419782176,Iris-versicolor
+85,4.60999867779344,3.5972065437019567,1.0000004222659002,0.2,Iris-setosa
+86,5.114294455800495,3.8377419041326295,1.8883442643886084,0.4171856525789483,Iris-setosa
+87,5.300399956780228,2.905487206930385,4.292876620016575,1.4524991373781062,Iris-versicolor
+88,5.0943053293057465,3.795883706840785,1.6612059943589423,0.5465305580401533,Iris-setosa
+89,5.517484393258591,2.3927299539234754,3.833459356098948,1.063430501634169,Iris-versicolor
+90,6.752289187828191,3.319258883326755,5.734037307635692,2.5,Iris-virginica
+91,5.189749425809533,3.526650039227805,1.5005891443735406,0.2,Iris-setosa
+92,5.554023487978649,3.0026066937534055,4.521474011263949,1.4936000332162922,Iris-versicolor
+93,5.540045963183893,2.607055716156631,4.313984030479207,1.222001123120923,Iris-versicolor
+94,6.367418784056527,3.3977450500860886,5.588295987644845,2.395832588209431,Iris-virginica
+95,6.494302021443775,3.1777568806615806,4.456999607724652,1.4699838844527338,Iris-versicolor
+96,7.699997770600687,2.8307509244324565,6.699998593186219,1.9910078046939652,Iris-virginica
+97,4.4,2.894558503012592,1.3934910415057449,0.2,Iris-setosa
+98,5.487700676972927,2.39963329051826,3.6742611497154454,1.0582719323623322,Iris-versicolor
+99,4.8830079447418,3.096713261001551,1.50367299565064,0.10000009878335032,Iris-setosa
+100,5.008475314512707,3.521255850404759,1.301044670405858,0.29675125722301987,Iris-setosa
+101,5.982507214588119,2.7001671388910897,5.089290707943501,1.5953095390311272,Iris-versicolor
+102,5.153537554055152,3.8368648028404295,1.5916926819870152,0.2,Iris-setosa
+103,6.086919477119766,2.6074711656435787,5.593467339167828,1.390724793407474,Iris-virginica
+104,5.792848124899671,4.4,1.5086512975118809,0.506706024091274,Iris-setosa
+105,6.001586571700248,3.403198523208179,4.456445868786605,1.606696914745538,Iris-versicolor
+106,5.09405971597067,3.716835161769358,1.5036575049394347,0.39830390129390714,Iris-setosa
+107,7.301728924393876,2.913501114391123,6.314958071927945,1.7832910323349036,Iris-virginica
+108,6.2891903952679,2.8907864741500835,5.599801688029186,1.7967071854682457,Iris-virginica
+109,5.457777248800189,2.4394529008475963,3.803686043150665,1.0212495540547029,Iris-versicolor
+110,4.40000070211184,3.2107883247471065,1.2923347515803472,0.2,Iris-setosa
+111,5.132873190129129,3.439961855147576,1.498291194867176,0.2,Iris-setosa
+112,6.4259512801903576,2.7676503829134083,5.401114834695099,1.894013454658832,Iris-virginica
+113,4.903762293010719,2.9988756132137433,1.3912683004818327,0.2,Iris-setosa
+114,5.249761454978876,3.662653631613805,1.511617091483316,0.2,Iris-setosa
+115,6.365992953563721,2.9096474366878278,5.5828051159192915,1.808017483556348,Iris-virginica
+116,5.6371533172915695,2.9943925469601385,4.488039586546526,1.4975174042706576,Iris-versicolor
+117,6.345323601446022,2.799943512319316,5.476196649215836,1.842271835273315,Iris-virginica
+118,4.604039121064596,3.4019962575743627,1.4021838796101567,0.2975814993459036,Iris-setosa
+119,4.887976089732176,3.008411353243226,1.3941578158519716,0.2,Iris-setosa

iris/tab_ddpm/6_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/6_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/6_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/6_1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.986946332954861,2.2000004176359877,4.973353274567263,1.511141606783411,Iris-virginica
+1,4.594222092434125,3.6317014239810366,1.0000003708546843,0.2,Iris-setosa
+2,6.336940061905745,2.7986666514556595,5.113468863037926,1.5032420960150772,Iris-virginica
+3,6.746259270352568,2.99610713211644,4.989481592161978,1.678864311692696,Iris-versicolor
+4,6.302254157221131,3.39214079832572,5.676481714124231,2.3916842676575487,Iris-virginica
+5,6.42270709196719,3.2059555108636544,4.511264466019241,1.5046183480994282,Iris-versicolor
+6,4.978418292242006,3.2578136974309304,1.3779069451085229,0.2,Iris-setosa
+7,5.108632804112434,3.400993016701938,1.4941460803699051,0.2,Iris-setosa
+8,6.711836235276889,3.280276408343559,5.654577708110508,2.4999993804905523,Iris-virginica
+9,5.505845664836372,3.0158637136973296,4.521754966705977,1.5257790404130747,Iris-versicolor
+10,5.755043251093768,4.399998684836374,1.5164095807457874,0.470564822639975,Iris-setosa
+11,6.321775153991287,2.8131392011779544,5.127224686412363,1.4964074563674596,Iris-virginica
+12,5.909113674503975,3.005760763639318,4.189071606791481,1.5038734464603234,Iris-versicolor
+13,6.308425864484759,2.795084240796719,5.086636147483328,1.5027928559166708,Iris-virginica
+14,5.777517196802941,2.688521825232454,5.092757364656338,1.9110796299616044,Iris-virginica
+15,5.048570518022253,3.4951794309522786,1.3456567062083165,0.30269045555644425,Iris-setosa
+16,6.282882509888061,2.7762142527007247,5.129018512533087,1.4993901051204002,Iris-virginica
+17,5.526215830711072,4.178817297935477,1.4012282478728137,0.2,Iris-setosa
+18,7.7,2.8149270552375762,6.7,2.0185086697870815,Iris-virginica
+19,5.0904847377823605,3.7042828326186115,1.4977601636930016,0.4057797787300137,Iris-setosa
+20,7.06361530381679,3.1120765629829745,5.881272755530215,2.2157810704136525,Iris-virginica
+21,5.833589965168646,2.7472617109936732,5.084164491535585,1.880483825280709,Iris-virginica
+22,6.005942465096854,2.2,4.988075494860912,1.515550154675966,Iris-virginica
+23,5.791061264699126,2.7874526138610873,5.097930553335676,2.408155832547099,Iris-virginica
+24,5.534131220146374,2.654737339116745,4.27569259549692,1.2736335213714522,Iris-versicolor
+25,5.101105821208296,3.8486990593322936,2.0561668528888246,0.3881357512047249,Iris-setosa
+26,7.317170205271475,2.89841692139599,6.288529806410131,1.8177962243111923,Iris-virginica
+27,5.105433725491558,3.4025554989481193,1.5267494135597157,0.2,Iris-setosa
+28,5.094936259317658,3.792701551777242,1.881965529185451,0.42461357831798757,Iris-setosa
+29,5.4653279913999,3.00113962728006,4.493759513537586,1.4969718040970188,Iris-versicolor
+30,4.400000513801931,3.1919636208799522,1.3105626051967834,0.2,Iris-setosa
+31,4.59344619397026,3.211118707488009,1.3829717119290068,0.2,Iris-setosa
+32,5.523838518904456,2.3940087922559994,3.8675861024672793,1.0272383264855436,Iris-versicolor
+33,4.59877594371554,3.6098379493995663,1.000000433090284,0.2,Iris-setosa
+34,7.7,2.77860751069724,6.7,2.003145567947819,Iris-virginica
+35,4.400000911330606,3.243838732883068,1.3045357465087655,0.2,Iris-setosa
+36,4.605120775819947,3.1983129301754354,1.4004155791643418,0.2,Iris-setosa
+37,6.008487785238263,3.0006854849716196,4.808259424817799,1.815426067365848,Iris-virginica
+38,6.677998904058957,3.118705256357377,4.421199339182162,1.4052805152966263,Iris-versicolor
+39,5.127906489749049,3.8189133070955674,1.6911675373265296,0.3857773405401041,Iris-setosa
+40,5.432830091747069,3.002308355391348,4.510616654743539,1.5051018749443466,Iris-versicolor
+41,5.40639557714213,3.931880363760542,1.3147616734023106,0.38381381567764483,Iris-setosa
+42,7.05602945115689,2.9916051345743697,5.834228317536865,2.0706724113877724,Iris-virginica
+43,6.383954583779064,3.204831733412868,4.507492396051182,1.4964208869495073,Iris-versicolor
+44,5.595094929913322,2.9958008111940932,4.081829912324734,1.3051635405659874,Iris-versicolor
+45,4.955640803862115,2.4298827152723663,3.3726276910328576,1.098727870511607,Iris-versicolor
+46,5.994483174937255,2.6769427508097006,5.11321178234799,1.5955216502993783,Iris-versicolor
+47,6.010904746679711,3.383138337155577,4.535858077494844,1.665613959911363,Iris-versicolor
+48,6.874721924671619,3.2009034492455752,5.735612474274386,2.292485500285293,Iris-virginica
+49,5.07931511809724,3.483595059633152,1.3948541739124347,0.2892709606829533,Iris-setosa
+50,5.883203975320043,2.9948849019656274,4.152162687692883,1.497159668098252,Iris-versicolor
+51,5.692440324360187,4.399998346313257,1.4885830857405355,0.3634555726576361,Iris-setosa
+52,4.805686956139656,3.431022822439867,1.6021086177620625,0.2,Iris-setosa
+53,5.753112694804045,2.9058960875647695,4.332130572116772,1.4002464607156764,Iris-versicolor
+54,5.115211913311345,3.3120372336599573,1.7114030304669734,0.4524852958054849,Iris-setosa
+55,6.796811572329945,2.9969387159685676,5.519252628907251,2.0956869481905636,Iris-virginica
+56,5.436916773493741,3.3994358655126553,1.7567154241152854,0.2,Iris-setosa
+57,5.503925689996524,2.60488654295256,4.414554806164591,1.2624863041884362,Iris-versicolor
+58,5.178059441555517,2.6827288759143366,3.6726771351933927,1.3920119417082029,Iris-versicolor
+59,6.353104281471864,3.4017188714254494,5.615728229849198,2.397874619677387,Iris-virginica
+60,6.866847213665409,3.1952928093891177,5.691852836494117,2.2821555995749128,Iris-virginica
+61,5.916616640081652,3.0151031991308335,4.271804043664063,1.5110084644247574,Iris-versicolor
+62,6.1896275861293235,3.277692250474701,4.538093521278308,1.5561611415573122,Iris-versicolor
+63,6.017252935032555,2.7143992096153893,5.100258745986942,1.6088141188796288,Iris-versicolor
+64,5.270090562023157,3.5972486971131032,1.5302907046671297,0.2,Iris-setosa
+65,4.4,2.9168911023917876,1.3995631938296205,0.2,Iris-setosa
+66,5.072416785096879,3.7560182171983416,1.6958808758819515,0.38449067025316963,Iris-setosa
+67,5.389721786236952,2.9965263407061817,4.491374453406569,1.5062147194078734,Iris-versicolor
+68,5.913359450562029,3.1989470879982784,4.829469727294887,1.7748026476043242,Iris-versicolor
+69,6.887343759066953,3.210558354021162,5.66021929837373,2.3141538632265113,Iris-virginica
+70,5.69865317187091,4.399997827131424,1.4983600378898339,0.36041833843089954,Iris-setosa
+71,5.986799438347856,3.3913046363065664,4.47591951105571,1.6004759480666646,Iris-versicolor
+72,5.723301292159923,2.5014920947748225,5.004354564880364,1.998917366709307,Iris-virginica
+73,5.018242770493114,3.3032104225725893,1.2652811386167016,0.2,Iris-setosa
+74,6.514777647570966,2.9948216255173694,5.462218464807686,1.8057609553657878,Iris-virginica
+75,5.778400291972921,2.681995733043487,5.1126586685512345,1.9046031933042449,Iris-virginica
+76,5.1671068764412675,2.6602539005363193,3.7602312975487626,1.3794021257356321,Iris-versicolor
+77,5.6243809288086855,3.000906560714,4.080601639981959,1.3066109140555515,Iris-versicolor
+78,4.504053285193157,2.307719644733687,1.2890528860959047,0.2774356584776673,Iris-setosa
+79,5.788648838022883,2.7127101220134398,5.0969783411329725,1.893300667195785,Iris-virginica
+80,4.4,3.211837848209865,1.2998430551475877,0.2,Iris-setosa
+81,5.361927672773076,3.884248900834684,1.795940161757015,0.39873052737410897,Iris-setosa
+82,4.597029216713714,3.602773511373294,1.0,0.2,Iris-setosa
+83,5.503901704889673,2.394672641319167,3.7861597961988576,1.122178626768613,Iris-versicolor
+84,4.990255806910344,3.490864955786357,1.27038681803892,0.3066249833522573,Iris-setosa
+85,5.886118557196255,2.981531976935912,5.097240039162407,1.8072612347389143,Iris-virginica
+86,5.481828915894697,2.9964732762201858,4.258486595119513,1.3764452779315601,Iris-versicolor
+87,5.222082547498084,2.7080456061142675,4.040174765618552,1.40849200535118,Iris-versicolor
+88,6.330323002555524,2.308214809408272,4.413222153069663,1.3056235174051598,Iris-versicolor
+89,6.405049345547166,3.0862249218382725,5.470604164214492,1.8001086414344836,Iris-virginica
+90,5.5588979983089235,2.77623803458632,4.136934516642991,1.307583111017537,Iris-versicolor
+91,4.907721640823804,2.396437907332841,3.465017409842487,0.9771603190954342,Iris-versicolor
+92,5.132461084172804,3.326183544616129,1.3174936562936164,0.2,Iris-setosa
+93,5.495489513508072,2.602169065143184,4.417831392636178,1.162039410609756,Iris-versicolor
+94,6.432755259087874,2.905763870391757,4.293232081663962,1.3079900865948688,Iris-versicolor
+95,6.011669725185033,2.700448870432384,5.0812826019021395,1.5989490652357095,Iris-versicolor
+96,6.611272366630301,3.077710534809177,4.510145072573935,1.476354794770082,Iris-versicolor
+97,6.084234438534464,2.6028391017539367,5.645295339937377,1.405881381101144,Iris-virginica
+98,4.597704525095087,3.601748782094076,1.0,0.2,Iris-setosa
+99,5.137042392313625,2.493218147427768,3.1747045992736727,1.1320533522387821,Iris-versicolor
+100,5.109279271589604,3.5059150719129053,1.4054344832017316,0.29755915872690986,Iris-setosa
+101,4.603546170292514,3.6040399462028674,1.0000005439788109,0.2,Iris-setosa
+102,5.43109853162862,3.001788672397496,4.495751344956994,1.5006320547967857,Iris-versicolor
+103,6.718700437783762,3.115325351772421,4.410801232485215,1.4003756521675432,Iris-versicolor
+104,6.372997850632071,2.900339709231266,4.294667737254887,1.3056460387167406,Iris-versicolor
+105,5.760252762480666,2.8044316220460965,5.095623664871385,2.3838168997011295,Iris-virginica
+106,4.4,2.921712873832639,1.3958125118238516,0.2,Iris-setosa
+107,5.080425708170936,3.7902243445954173,1.6960665651970797,0.3939674511978849,Iris-setosa
+108,5.778064601906367,2.3681134008757936,4.060873807874596,1.265497723373413,Iris-versicolor
+109,5.192803810308192,3.4828438348864945,1.5044554776987986,0.2,Iris-setosa
+110,5.380756340604708,3.903262574178827,1.6774850578769556,0.3954369364518181,Iris-setosa
+111,7.7,2.810743204480015,6.7,2.0158533488783434,Iris-virginica
+112,5.763963879157561,3.005470231331073,4.4235089059961465,1.4981092852765052,Iris-versicolor
+113,4.784978729840006,3.3854934766638745,1.5986079864308511,0.2,Iris-setosa
+114,4.983322611076238,3.2209115204687038,1.2775406201946544,0.2,Iris-setosa
+115,4.4,2.875425644069172,1.3973011814904475,0.2,Iris-setosa
+116,5.006948915491654,3.2115355358951723,1.199443694897949,0.2,Iris-setosa
+117,6.301046494596272,2.520306931517763,4.984622550013803,1.8883850752644298,Iris-virginica
+118,6.287258353776874,2.802770101866376,5.093906604690581,1.5018889604133994,Iris-virginica
+119,5.264224766803519,3.564598909622338,1.5046360159986762,0.2,Iris-setosa

iris/tab_ddpm/6_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