a

iris/tab_ddpm/8_0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.600026309261294,3.0,6.5934619114075605,2.0812877134206156,Iris-virginica
+1,6.260443250690776,2.699397308491259,4.894303920112137,1.7539603279170193,Iris-virginica
+2,6.4822591813084545,2.7996387821526825,4.560725509685715,1.4860084762340056,Iris-versicolor
+3,5.821749752441297,2.701600390915829,5.114025731452749,1.902052976069186,Iris-virginica
+4,5.421263840531872,3.0,4.527687868661183,1.4950869017949533,Iris-versicolor
+5,6.0015535648140474,2.2137602521455935,4.981188647923072,1.4869766124046324,Iris-virginica
+6,5.0011859641767185,3.6074045847435823,1.3865027286034453,0.20181223137131712,Iris-setosa
+7,6.003879540525864,2.215047153155027,4.003350829634199,1.0308130005645173,Iris-versicolor
+8,6.664035770985524,2.813676577461263,4.6905386418759445,1.4827611125488032,Iris-versicolor
+9,5.077522339493836,3.4104724837422324,1.39596543187373,0.1987216218910276,Iris-setosa
+10,5.3473331962467405,3.0,4.496122661336872,1.5174383577132722,Iris-versicolor
+11,5.088991672081319,3.5842959248995276,1.415821517772921,0.19908198707872177,Iris-setosa
+12,5.549454099981742,2.4966720945015415,4.012823917842954,1.2874163703621937,Iris-versicolor
+13,5.1999414956093,2.6528664338569774,3.8398735488817946,1.363165922836552,Iris-versicolor
+14,5.540296946506114,2.383335490779793,3.707064317116181,0.9784348223202157,Iris-versicolor
+15,6.590766287172578,3.0,4.438845666946457,1.4097097867911919,Iris-versicolor
+16,5.497091813334362,2.513336454305342,4.001187211471653,1.3121758252834226,Iris-versicolor
+17,5.506363897930491,4.199999282693216,1.4189016254642999,0.19896958523078329,Iris-setosa
+18,5.5780157908038674,2.469713920845049,3.8700292526424103,1.091860363741074,Iris-versicolor
+19,7.62178137878783,2.985039845639614,6.614074248007453,2.0659211241975988,Iris-virginica
+20,4.62802692983075,3.1285090845005787,1.3886279194265554,0.20952325245610054,Iris-setosa
+21,5.808274799451407,2.698227186506774,5.098762241211891,1.8968898149306765,Iris-virginica
+22,4.557619090928404,3.2127495196413305,1.3711749221518816,0.19913477215246372,Iris-setosa
+23,5.875835899110189,2.2522885735907154,3.97614451816612,1.0276079604736439,Iris-versicolor
+24,5.030774912566288,3.0,1.7298508932949157,0.19790834268531604,Iris-setosa
+25,6.003808658438083,3.3990213721121365,4.5103858319502885,1.596603048583458,Iris-versicolor
+26,5.883770075387696,3.172960405666197,4.7591962020981,1.7528153553107435,Iris-versicolor
+27,6.456152826771453,3.1831558837012617,5.255269577360409,2.2155100016912828,Iris-virginica
+28,6.231209563885005,3.3979731962307302,5.505113079343263,2.394185429754975,Iris-virginica
+29,5.109113425075318,3.2965895851399876,1.6745785214635787,0.4775169655606145,Iris-setosa
+30,6.278310236051234,3.3235369298479576,6.026427425810944,2.5,Iris-virginica
+31,6.097792822848545,2.7966468333166956,4.686326687633344,1.2218169291048675,Iris-versicolor
+32,4.778547883790127,3.0,1.3878739858960323,0.3523666497936076,Iris-setosa
+33,5.007257389453326,3.0,1.6031407270910627,0.19238940255901466,Iris-setosa
+34,5.022279331896061,2.0,3.59575799829492,0.8772647668542715,Iris-versicolor
+35,7.221382058625444,3.1986967473797274,5.999324245992773,1.7943016000060394,Iris-virginica
+36,6.825867383778389,2.7987395592245,4.80106571153545,1.3972197623029279,Iris-versicolor
+37,5.039396013668457,2.0,3.6460771969246477,1.0281412434535502,Iris-versicolor
+38,6.505968502758543,3.2045344167513856,5.074301644368024,2.0058873145877443,Iris-virginica
+39,6.009684505146371,3.3888063261625985,4.51355769203362,1.6134222072463549,Iris-versicolor
+40,4.809864798620582,3.4059599672484175,1.6952128677764855,0.20062596492429155,Iris-setosa
+41,5.054022672856038,3.3398876682235232,1.595221139134459,0.4367738043190246,Iris-setosa
+42,6.3050383788838635,3.285258610132904,6.015500716798304,2.5,Iris-virginica
+43,6.019028915624679,3.404513768292343,4.460507245905418,1.5895960878167195,Iris-versicolor
+44,6.340920705323141,3.275159426008513,4.707908804224028,1.5893337315579599,Iris-versicolor
+45,5.693940942511261,2.789684738501313,4.485185463963643,1.2962953887019664,Iris-versicolor
+46,6.212201419456956,2.7704804183982867,4.839132729466544,1.7901288335272516,Iris-virginica
+47,4.7713459366110635,3.0,1.3908642218081184,0.283788465854952,Iris-setosa
+48,6.259626144263303,2.734608581488015,4.841783303271654,1.803227143319434,Iris-virginica
+49,6.217482224015543,3.4012779802843336,5.412987157517734,2.2838744553841996,Iris-virginica
+50,7.704857816840216,2.580146472209686,6.9,2.294744910101352,Iris-virginica
+51,4.990535415090542,3.3951364379723197,1.600515260367621,0.3832634701828738,Iris-setosa
+52,5.00541413653138,3.3937610011733823,1.6160766696488142,0.344609737714262,Iris-setosa
+53,6.288821881460521,3.394768976632123,5.570989990074744,2.390285673231479,Iris-virginica
+54,7.607164925087657,3.0,6.601554899375548,2.0937847334383224,Iris-virginica
+55,5.448285417749845,3.0,4.511913045899119,1.4797530941361998,Iris-versicolor
+56,4.956617112598829,2.0,3.4577080577713053,0.971075859780859,Iris-versicolor
+57,7.70630958511382,3.0,6.113827765299675,2.2814772208612593,Iris-virginica
+58,5.038112428717163,3.5603300206728683,1.3986914346725319,0.2013136476387062,Iris-setosa
+59,5.705414291101051,2.8970568235303493,4.522860865669953,1.384865764662773,Iris-versicolor
+60,5.172403188498464,2.5757613518262934,3.6615843657151292,1.313144985276581,Iris-versicolor
+61,4.80425766442998,3.4017803163233844,1.7852540808360917,0.19970117409251187,Iris-setosa
+62,5.095710071723178,3.320892995482162,1.6411863304284524,0.4338871978582284,Iris-setosa
+63,6.294069573615917,3.3991545319115555,5.551514770884367,2.3911586479330644,Iris-virginica
+64,5.986329733206684,2.8678655057115034,4.474207023834937,1.4711812522052,Iris-versicolor
+65,4.578390232727097,3.1308513483258102,1.4531452279371146,0.19886020588419007,Iris-setosa
+66,5.503358576049668,2.405470426444114,3.6971371010355027,0.9991993708526797,Iris-versicolor
+67,6.225999027654406,3.3996002083745895,5.420888638369733,2.3235546930469035,Iris-virginica
+68,4.990207985687997,3.0,1.5972889490915445,0.20146816189558367,Iris-setosa
+69,6.2983262201242365,2.4854326755405056,4.9992903756846205,1.8995219949252835,Iris-virginica
+70,6.308369687012667,3.395977018383364,5.629566496957625,2.3984387718099294,Iris-virginica
+71,7.04797584508425,3.208506740464724,5.9093869674707085,1.946341912506317,Iris-virginica
+72,5.871699954373714,3.20649907320268,4.808745807419759,1.8299335672748547,Iris-versicolor
+73,6.347069177453962,3.2935187415519516,5.979096218841533,2.4999997454748892,Iris-virginica
+74,4.594792247272131,3.586697791261758,1.0000004003106002,0.19846324769457685,Iris-setosa
+75,5.050540665559185,3.3437270744987946,1.5984000166584513,0.45928515389809643,Iris-setosa
+76,5.112749950120646,3.5099811973662285,1.3955850045912779,0.20046604469737073,Iris-setosa
+77,4.392096051705065,2.8915792099298026,1.3933743778797303,0.19917611401037816,Iris-setosa
+78,5.523947309091382,2.365793932887621,3.749469205812954,0.922837689250648,Iris-versicolor
+79,4.3000005121874505,3.0,1.0986428091601725,0.10000010327611673,Iris-setosa
+80,4.3959873027724266,2.879817078350496,1.4086699869946757,0.2004866645837133,Iris-setosa
+81,5.986497578803142,3.407534618060949,4.50303969005855,1.6095100271702867,Iris-versicolor
+82,4.988718125995508,2.0,3.6006478469138083,1.0194557447626322,Iris-versicolor
+83,5.155679749311999,3.409602229709942,1.408087006082061,0.20411636216514856,Iris-setosa
+84,5.928194486610862,3.196770308826402,4.784019450581119,1.7712297467460374,Iris-versicolor
+85,5.569024253740024,3.0,4.502981407780252,1.5020323906084039,Iris-versicolor
+86,5.099533332803035,2.4820851449746337,2.9937068134550087,1.109561352444654,Iris-versicolor
+87,6.619150292541348,2.8243094727999734,4.704798503200965,1.5110075930669165,Iris-versicolor
+88,6.710833536844471,3.0975277299643316,4.72640771138162,1.5044766253775537,Iris-versicolor
+89,5.009214738387649,3.0,1.5992906548757946,0.20282460768229923,Iris-setosa
+90,6.26765183608026,3.3021324537658,4.6804594018149785,1.590901718441234,Iris-versicolor
+91,6.193782589118638,3.394551536325252,5.438015602752383,2.310182794612325,Iris-virginica
+92,7.688488672434819,3.0,6.109035914465739,2.2915246032085763,Iris-virginica
+93,5.084974137949663,3.3177737889062,1.6399796362328398,0.5181316310808782,Iris-setosa
+94,6.507971866433463,3.0,5.826496880278048,2.1898281159478263,Iris-virginica
+95,4.614562692286354,3.177708483914752,1.43222499469667,0.1994600740877987,Iris-setosa
+96,4.829083608410859,3.0,1.4393375149206284,0.1000000912833904,Iris-setosa
+97,4.300000504413672,3.0,1.1006496558683991,0.1,Iris-setosa
+98,6.906849600994088,3.0950056593104813,5.104234801803437,2.299824136313972,Iris-virginica
+99,6.0422275370585385,2.8933707602900647,4.5863286461076065,1.4553274690759863,Iris-versicolor
+100,5.480884210172287,3.5244797251380953,1.525079044468681,0.38948699763486394,Iris-setosa
+101,5.808695661136077,2.69120948875035,5.11527540828275,1.8785786614013933,Iris-virginica
+102,6.409801888806061,3.1944232519639817,5.292799232295415,2.304832563926246,Iris-virginica
+103,5.100746345406561,2.510553173488127,3.059982205781558,1.1345821640519351,Iris-versicolor
+104,6.5928757986054,3.0,4.397873137356,1.4042048223527661,Iris-versicolor
+105,6.710697792599127,2.47791980762591,5.801287800501481,1.8010843743358378,Iris-virginica
+106,5.907180099736237,3.207136359915831,4.781970863493932,1.7761261510590618,Iris-versicolor
+107,7.7008884286166515,3.0,6.094990954168526,2.292383271884527,Iris-virginica
+108,7.142855227955661,3.1738179442174044,6.019955470252117,1.7973075625929487,Iris-virginica
+109,4.620679584321334,3.10356333083835,1.4997775323518032,0.2008687819212631,Iris-setosa
+110,7.679639992874222,2.590844116457931,6.8999989584967105,2.289478253865804,Iris-virginica
+111,6.107254621346498,2.808612075745241,4.716814809806873,1.2045861821059722,Iris-versicolor
+112,6.346239910904825,3.271578261889373,4.7351448335625586,1.599473393977129,Iris-versicolor
+113,4.908891372595991,3.112733291605633,1.517108726453777,0.1,Iris-setosa
+114,6.695526592928572,3.0883528445431536,4.705114384319032,1.4960670704255605,Iris-versicolor
+115,4.804446090275065,3.3944836876558186,1.884363983098143,0.19822247776942703,Iris-setosa
+116,5.218911531032171,2.728141591181293,3.9692900480941256,1.4143188823519652,Iris-versicolor
+117,6.709231032966016,3.0,4.9590114353313925,1.6761773600924847,Iris-versicolor
+118,6.4692606023514525,3.0,5.80932429674257,2.1731230243196737,Iris-virginica
+119,5.0273528224305135,3.624880227865822,1.369043935872925,0.2033366895304886,Iris-setosa

iris/tab_ddpm/8_0/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/0/train.csv

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

iris/tab_ddpm/8_0/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.3,3.0,1.1038515591310596,0.1,Iris-setosa
+1,4.300000873840109,3.0,1.109360057634756,0.10000012326100235,Iris-setosa
+2,4.3,3.0,1.1066511828927819,0.10000011357200693,Iris-setosa
+3,5.493863818618538,4.199999041166439,1.3964811021394248,0.20047680063196255,Iris-setosa
+4,5.698789976166166,2.8677471622278357,4.172051111572865,1.2684811032472758,Iris-versicolor
+5,4.802228988465202,3.0,1.382765058798187,0.3178716118873662,Iris-setosa
+6,5.725491635695417,2.797323776418035,4.497431974292861,1.325463977142733,Iris-versicolor
+7,5.819215837761546,2.7024583115389262,5.113423067860201,1.8992905128219697,Iris-virginica
+8,6.066104529017794,3.3892540602836463,4.526810228933644,1.5973177495814816,Iris-versicolor
+9,5.0698534311322545,2.506895610204041,2.9048635723272076,1.082925288350433,Iris-versicolor
+10,6.660342885336296,3.070933972427184,4.67611567714289,1.4624208011508961,Iris-versicolor
+11,5.593447025133766,2.90626530408305,3.5766415754766854,1.2845667088888812,Iris-versicolor
+12,7.224970906432204,3.181101933458014,6.015348185048362,1.797534244284373,Iris-virginica
+13,6.681026097772068,3.0,5.001649211658963,1.7162407248505216,Iris-versicolor
+14,4.402857592697891,2.9038824331696307,1.3903038225449647,0.1982304592724493,Iris-setosa
+15,5.116655611985278,3.292922195126012,1.7495804384788687,0.38733222184261407,Iris-setosa
+16,5.02800717947068,2.0000005046970837,3.377327474908639,1.0072530697133124,Iris-versicolor
+17,5.049967781242313,3.0,1.6647061672992514,0.20234728048111839,Iris-setosa
+18,6.009777590933344,2.8909226925628673,4.587736701776937,1.4456613907144824,Iris-versicolor
+19,6.4868457641914725,3.205780700709298,5.184506686213476,2.038106336456411,Iris-virginica
+20,7.692708138004094,3.0,6.114767076916145,2.2805596017108107,Iris-virginica
+21,6.32139999578693,3.2929786168924635,5.992453442206788,2.5,Iris-virginica
+22,7.709050497805609,2.5906825645803795,6.899998818567983,2.30976420956369,Iris-virginica
+23,7.224258707192335,3.188972276231081,6.031761091965006,1.8074683357574626,Iris-virginica
+24,6.562479790567205,3.0,5.828658689358459,2.224464731239394,Iris-virginica
+25,4.609056250410309,3.1072719899819266,1.509825150397632,0.20063687809464534,Iris-setosa
+26,5.094182663252504,3.5144468162107945,1.403938869663709,0.204204789140115,Iris-setosa
+27,6.898683926573671,3.194825751630035,5.806066498323874,2.3006335363778865,Iris-virginica
+28,7.899998951227539,3.827750624393722,6.439336629672377,1.9878477337669487,Iris-virginica
+29,4.97829638287189,2.0,3.5801496608414562,1.0665758789989717,Iris-versicolor
+30,6.095127689963784,2.80693987521007,4.692771637094183,1.1864639106540755,Iris-versicolor
+31,5.789298882377139,2.728726763803251,4.10087895956869,1.0183575737974089,Iris-versicolor
+32,6.722950881640767,2.504341051140549,5.7938218029394415,1.799442748168174,Iris-virginica
+33,7.21191646251808,3.2012175131099383,6.043338184625866,1.7838889815878016,Iris-virginica
+34,6.225487706190381,3.399740362546562,5.466532452293211,2.3157567708954194,Iris-virginica
+35,5.402276902369152,3.8895425414158176,1.311541434433598,0.35638914882914396,Iris-setosa
+36,6.27217469188017,2.641088198641443,4.875707572644116,1.7944351373343812,Iris-virginica
+37,6.694705705343997,3.0,4.9482216411344755,1.6935293520079016,Iris-versicolor
+38,6.074641750952182,3.3730839960314634,4.572068902634689,1.6045718355680403,Iris-versicolor
+39,4.576957988640322,3.6281883165583357,1.0,0.1966866108653605,Iris-setosa
+40,5.186224634254734,3.4064083273629655,1.3813438537714895,0.19672159173577375,Iris-setosa
+41,4.780276674280743,3.0,1.3992578966395877,0.10000011463876014,Iris-setosa
+42,6.056678075356733,2.9045154938825046,4.63933255098099,1.425948276686283,Iris-versicolor
+43,6.765124381206016,2.7896412412926077,4.775507061664439,1.4107219791232806,Iris-versicolor
+44,5.683085842426985,2.892719352105467,3.9816364931073815,1.244364561527566,Iris-versicolor
+45,5.695257904363484,3.7909863173222598,1.7983533046728368,0.31400280260495905,Iris-setosa
+46,6.33834446857374,3.29672275267295,6.006517279584377,2.5,Iris-virginica
+47,6.216445926014749,2.185377303048081,4.479131347181405,1.5000872562488152,Iris-versicolor
+48,4.988263999615451,2.0000006549792535,3.48140761348476,0.9680499949328675,Iris-versicolor
+49,4.800158850421245,3.39824366278969,1.5912821811043159,0.1998648873573543,Iris-setosa
+50,5.882222306135912,3.1950265562277607,4.8010404730304685,1.8071113911919623,Iris-versicolor
+51,4.995040554045097,3.0,1.5965487115885968,0.20062910175541873,Iris-setosa
+52,5.70820237171274,2.8682874902096356,4.205760988874797,1.2930099749998196,Iris-versicolor
+53,6.106597862952785,2.6039416503462873,5.606929281294306,1.4187258273088565,Iris-virginica
+54,5.776136357115807,2.7879192391838026,5.106644875654104,2.4089593537762704,Iris-virginica
+55,4.989328957054677,3.398921164383201,1.597936172206199,0.35687326859874613,Iris-setosa
+56,6.799253600140005,3.2014573862940567,5.835034306165458,2.2927849744011883,Iris-virginica
+57,5.6805949861505285,3.0,4.187236485122639,1.2174213517262995,Iris-versicolor
+58,5.793909944274274,2.7061161139019316,5.088325953321169,1.9303815442009213,Iris-virginica
+59,5.001689918984217,3.0,1.5984225619669847,0.20023602130289636,Iris-setosa
+60,6.019012775139931,2.910298811759283,4.576527846177539,1.4570106148146178,Iris-versicolor
+61,6.821697131060366,3.092459336326751,5.09313609019555,2.295719131762495,Iris-virginica
+62,4.905496302127402,3.0911492828273173,1.5063184311256173,0.1,Iris-setosa
+63,4.631882247929284,3.1765497358316033,1.5387503273371925,0.20217898539460505,Iris-setosa
+64,4.401379387284969,2.908262296432239,1.4060824045272502,0.19526474717454972,Iris-setosa
+65,5.46678398362601,3.0,4.519665728113579,1.4962087346158108,Iris-versicolor
+66,5.143691299269667,2.4962566197758105,3.1742182810964477,1.1041035382762614,Iris-versicolor
+67,5.082156353990939,2.48364529713569,3.0496739159258306,1.097362991071431,Iris-versicolor
+68,5.19312136880911,2.4968241506396063,3.1988235586703504,1.0858246786829386,Iris-versicolor
+69,4.58909813164162,3.127672069734268,1.4629889376545409,0.19830901844915977,Iris-setosa
+70,5.002387097045384,3.0,1.7549269942458907,0.2000098622094563,Iris-setosa
+71,5.590178700539982,2.5072736747489337,3.9251366519793924,1.1227473050559242,Iris-versicolor
+72,5.109021454580956,3.287878275726621,1.6548074795876513,0.485363612570169,Iris-setosa
+73,5.47484852386004,3.0,4.511068837147249,1.5010082038778485,Iris-versicolor
+74,5.527003401805823,2.4067721975969247,3.74299443502805,0.9983508868547667,Iris-versicolor
+75,5.601720828690063,2.9064334894174935,3.633422131308265,1.3046569667015386,Iris-versicolor
+76,5.2173283698931145,2.704928730904325,3.9168831756391924,1.408158941323201,Iris-versicolor
+77,4.489032873174592,3.1204073383125928,1.4497065023824254,0.19883985031851337,Iris-setosa
+78,5.097270860299824,2.5017488528351652,2.991167250640191,1.09750192106825,Iris-versicolor
+79,6.500130993085374,3.199687811538922,5.142130639513646,2.02343517633379,Iris-virginica
+80,4.3000005713874145,3.0,1.1141174591054883,0.1000001501154654,Iris-setosa
+81,5.11192010605542,3.40995837202115,1.393204678347079,0.2004363824990613,Iris-setosa
+82,6.094299807608047,2.6037225348019364,5.56484166352492,1.4009190786543904,Iris-virginica
+83,6.0000592203622665,3.396442977743159,4.4830441866548805,1.579359626506684,Iris-versicolor
+84,6.9170799086188905,3.09320839623782,5.107325944935198,2.3038001723225294,Iris-virginica
+85,7.686660246107779,2.623943155003054,6.899998354756191,2.2710239503244143,Iris-virginica
+86,7.899998811960901,3.8168047801037206,6.3617322819450575,1.9953175366534548,Iris-virginica
+87,7.7058673838492515,2.788885581708618,6.709627096037411,1.996800476373313,Iris-virginica
+88,7.7102451860894,2.6096152099055296,6.9,2.294035439838786,Iris-virginica
+89,4.398706224891338,2.924609423536801,1.389524468795682,0.19928378274148395,Iris-setosa
+90,6.005485123205194,2.193546124083891,5.009408982334344,1.509655202506658,Iris-virginica
+91,6.258277351059298,3.320071426043732,4.685700159072163,1.6034150282477104,Iris-versicolor
+92,6.5376452151410565,2.8017827517599896,4.627335226942465,1.494895515750098,Iris-versicolor
+93,6.117598492104474,2.818845703042274,4.6957086496411895,1.2500242905699444,Iris-versicolor
+94,6.684842420532967,2.5033622666885864,5.783769741425419,1.7995966868827182,Iris-virginica
+95,5.438497329473943,3.0,4.491360823137104,1.4920181506800083,Iris-versicolor
+96,5.188059638044034,3.4038466926632003,1.3940237281103753,0.19828000299298693,Iris-setosa
+97,6.40773848791455,3.207640366066848,5.320259231387302,2.3082724871540634,Iris-virginica
+98,7.700721711418363,2.598935456737449,6.9,2.3013206473722385,Iris-virginica
+99,7.689763829188781,2.794860060900523,6.690270222382502,1.9921315568079017,Iris-virginica
+100,7.72974659789716,2.6031524425535286,6.899999003529549,2.2882986780991863,Iris-virginica
+101,6.001795956316321,3.4041069798720707,4.526344404803878,1.590483104065126,Iris-versicolor
+102,5.541621881915922,3.0,4.506366746247019,1.4925036963566185,Iris-versicolor
+103,6.181567333328846,2.8222514806913357,4.783499483810838,1.7980942943883444,Iris-virginica
+104,6.929048813389782,3.1000190653889548,5.100735490538239,2.304026151368463,Iris-virginica
+105,6.004059595228024,3.400187595272045,4.483610965721842,1.5863225647009456,Iris-versicolor
+106,5.6923107209107275,2.8892139632537255,4.197233071870849,1.2791090584900557,Iris-versicolor
+107,5.68148507966294,3.0,4.131671783970499,1.230968791975527,Iris-versicolor
+108,7.234644760746342,3.1994038800869977,6.001450162025503,1.8178600076784712,Iris-virginica
+109,5.784922727327241,2.7227109690832236,4.161004459505097,1.012723127559645,Iris-versicolor
+110,5.962627851236921,2.200376397794805,5.000908627187077,1.4992840062710748,Iris-virginica
+111,6.8487629781319415,3.20191798802225,5.740594872832772,2.3014480143909912,Iris-virginica
+112,6.2855452807321575,2.484170948426488,4.995443016827996,1.8811331061691017,Iris-virginica
+113,4.3,3.0,1.0872966729196858,0.1,Iris-setosa
+114,4.4065501215893885,3.1484720431794244,1.2951921816350151,0.200740260497986,Iris-setosa
+115,4.887491068437178,3.1006052482386623,1.5091890621447315,0.1,Iris-setosa
+116,6.853446960689246,3.0942773457011628,5.113587170040819,2.289268997296789,Iris-virginica
+117,6.802145840226316,2.7918557280923304,4.786858624720644,1.3779794902420146,Iris-versicolor
+118,5.678343666158309,3.780823533504524,1.5793481704989176,0.34411644637660366,Iris-setosa
+119,6.31859655370886,3.2927433063688465,4.686735017072719,1.587221040510021,Iris-versicolor

iris/tab_ddpm/8_0/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/1/train.csv

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

iris/tab_ddpm/8_0/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5276426040826925,2.484804807246101,3.9713441639188427,1.292131563764169,Iris-versicolor
+1,6.063773698040739,2.88564366000962,4.696348968440575,1.387511801111072,Iris-versicolor
+2,6.256450645050746,2.723690993835638,4.876206027069051,1.8088790793714107,Iris-virginica
+3,6.009116497682622,3.403428495782019,4.487122707007384,1.5970659116901014,Iris-versicolor
+4,6.782942215456491,3.1916207362193223,5.896256191774278,2.300442121782127,Iris-virginica
+5,5.716550160739324,2.9468480446214267,4.183638232288503,1.2472848052305003,Iris-versicolor
+6,5.2594292872494135,2.4673126438453687,3.308487747484646,1.003140663995707,Iris-versicolor
+7,5.794807508977496,2.737612125536451,4.1201150667917155,1.0298605926290154,Iris-versicolor
+8,6.688541835470327,2.832791692471376,4.681730730773941,1.4535899762447189,Iris-versicolor
+9,7.655605010734334,2.5947684335781385,6.899998601774923,2.2875591210224315,Iris-virginica
+10,5.024524164611746,2.0,3.6321812216103764,0.9986057421646127,Iris-versicolor
+11,5.911928509647075,3.1993264037149514,4.791525940773235,1.8390934957671634,Iris-versicolor
+12,4.7803349820680845,3.367787479222701,1.5894114531782717,0.2025597203518572,Iris-setosa
+13,6.720932540963933,2.5105992145575065,5.887213662739351,1.8069145522812766,Iris-virginica
+14,4.998397598353751,3.6018132683709183,1.385545527502737,0.2018845204431746,Iris-setosa
+15,5.500277397375313,2.4777997892369736,3.982187132769563,1.2843499342353895,Iris-versicolor
+16,4.803698835263419,3.395725184478612,1.7811560470871521,0.2006082149791437,Iris-setosa
+17,7.695580248523588,3.0,6.139771184219611,2.297570087398919,Iris-virginica
+18,5.591053218334541,3.0,4.475139750042011,1.4914046990504695,Iris-versicolor
+19,5.990059002982926,3.4047075664372324,4.489773723338485,1.5906510171978965,Iris-versicolor
+20,5.018658420779296,3.389174570315184,1.5926189104023032,0.41477150822725006,Iris-setosa
+21,4.614749554643694,3.0985332750643773,1.5138928726837835,0.19831892804472034,Iris-setosa
+22,6.03743996154686,2.8923367385162133,4.589847893382958,1.470094080135051,Iris-versicolor
+23,5.88519117583256,3.203069691473262,4.814977261026941,1.8079948966223809,Iris-versicolor
+24,6.426953257566117,3.218415666746762,5.266885546246989,2.2261689463421708,Iris-virginica
+25,6.391054097897192,3.2031573377581792,5.300388862858565,2.301081461731705,Iris-virginica
+26,4.80125237534339,3.0,1.3954590902807547,0.10000009933569301,Iris-setosa
+27,7.9,3.779803350811249,6.359177592616389,1.9499730728305342,Iris-virginica
+28,5.371183879919988,3.406156828851689,1.4909557251355925,0.4610622854695126,Iris-setosa
+29,6.662096520756377,2.5005781364403497,5.702200567587324,1.7909038916439952,Iris-virginica
+30,4.39664682980581,3.0605160039237242,1.3248456714343269,0.2001912230886775,Iris-setosa
+31,6.705788268249206,3.0,4.923564227664799,1.6269718512876163,Iris-versicolor
+32,6.3001861490039355,2.7001052094852076,4.897103870565427,1.7693282899879557,Iris-virginica
+33,7.70585159227401,3.0,6.097096788215645,2.300723491668455,Iris-virginica
+34,5.0356917721266745,3.6004129889160974,1.4029801013651293,0.2023555112163871,Iris-setosa
+35,6.284618931664459,3.4018120979534667,5.576994445528585,2.3925281416366815,Iris-virginica
+36,4.992294918307162,2.0000006943257067,3.601166507375408,1.0503217060506358,Iris-versicolor
+37,5.241573698653479,3.3714664973590205,1.5480016143671276,0.4058166898678297,Iris-setosa
+38,5.215063375631185,3.3975326789935263,1.4006445166595556,0.20282227430092936,Iris-setosa
+39,5.536545832534154,2.4994837707942263,3.9261781641407776,1.1808243530759208,Iris-versicolor
+40,6.016060155494797,2.821340627671085,4.64545980389668,1.2707073016014827,Iris-versicolor
+41,6.798505277645767,3.1993004885307985,5.762103563624924,2.2905836093555987,Iris-virginica
+42,6.709712186244235,3.0,4.999673084764746,1.7070735645251076,Iris-versicolor
+43,5.7874976373860845,2.7982317333996,5.091459768522782,2.4054566967746016,Iris-virginica
+44,5.403915298228199,3.899914482242471,1.3296597955820229,0.36297767961024485,Iris-setosa
+45,5.007759010995808,2.0000006201266287,3.423943412357213,1.0007615560701275,Iris-versicolor
+46,5.553506369177327,3.601524165019115,1.5681061316444294,0.3991449244456745,Iris-setosa
+47,5.038085573467417,3.6134340559032334,1.404976587981933,0.2030295172119344,Iris-setosa
+48,5.794744686746624,2.676227777657568,4.096927389015504,0.9346949518907763,Iris-versicolor
+49,6.189453101451115,2.805328589356449,4.78129704886156,1.8035074181898507,Iris-virginica
+50,6.3245898416880095,3.299260957216649,6.049948658444365,2.499999778212845,Iris-virginica
+51,6.2408201706541515,2.171924380520663,4.454062764512025,1.5067746010770457,Iris-versicolor
+52,5.523731270304779,3.0,4.453533863433737,1.4683602328301029,Iris-versicolor
+53,5.973421255478543,2.2272315426669738,4.002871214056918,1.0320290067257012,Iris-versicolor
+54,5.8032932426012005,2.803813147793873,4.567350116439705,1.288417406886274,Iris-versicolor
+55,6.019384035382194,2.2098593697490063,5.0031911954072905,1.5160804258320535,Iris-virginica
+56,5.879357013975722,3.194090359767069,4.794394959096203,1.7885085732981165,Iris-versicolor
+57,5.906042330858666,3.204330294564454,4.792577455614007,1.7843420647697261,Iris-versicolor
+58,5.802350657099173,2.699551941936136,5.125007985563533,1.8989010152220063,Iris-virginica
+59,6.848169244870218,3.2005364401619816,5.6463608404631955,2.29158645535875,Iris-virginica
+60,6.189716969357671,2.1994131838591184,4.47588540895868,1.500113750801106,Iris-versicolor
+61,6.017946219084874,2.193039181605568,5.017429908277356,1.495916196611918,Iris-virginica
+62,6.397120013825702,3.2048561115602197,5.27790687847997,2.2389706267893104,Iris-virginica
+63,6.2912768908372465,3.3055576270266234,5.9235310463908055,2.4999997370284093,Iris-virginica
+64,5.463702218035922,3.0,4.512377615760967,1.4981956877246008,Iris-versicolor
+65,5.114005672893894,2.5425059480466574,3.3317146925180614,1.2147618014058268,Iris-versicolor
+66,4.300000684302651,3.0,1.1088076072965938,0.1,Iris-setosa
+67,6.20021167546407,2.2062920623296876,4.518788463822737,1.5042213523571608,Iris-versicolor
+68,5.703506455412056,2.8117306090557648,4.514364746084711,1.312650697053528,Iris-versicolor
+69,6.9839706772665,3.10455630615371,5.228610415266097,2.297912864832843,Iris-virginica
+70,6.699606249785919,2.4896684652080863,5.801963161102744,1.8177353146475868,Iris-virginica
+71,6.635364311749438,3.0,4.493784464637771,1.429064353973259,Iris-versicolor
+72,6.4913444305215,3.0,5.854123318812151,2.182931193168651,Iris-virginica
+73,5.595269841941527,2.919426892887081,3.6814571559666214,1.300879694648018,Iris-versicolor
+74,5.179206827098192,2.587090334485525,3.6421236079513495,1.235253848497764,Iris-versicolor
+75,4.605088855205769,3.1051531405976665,1.5141778221106748,0.19973874417193502,Iris-setosa
+76,5.166799330838188,3.444841367692149,1.3953365207974417,0.20070573664272837,Iris-setosa
+77,4.3,3.0,1.1186353294729916,0.1,Iris-setosa
+78,6.761374042051901,2.809095820466078,4.7746880738085276,1.41292883306151,Iris-versicolor
+79,4.800028490012881,3.0,1.3759776737517646,0.2897699249943769,Iris-setosa
+80,4.9899895235839775,3.3770542497150915,1.5964685804062413,0.4443630328857691,Iris-setosa
+81,5.6212408089397465,2.9471560382990347,3.669558484284964,1.2613620949499864,Iris-versicolor
+82,6.122212576992235,2.9051065456754013,4.709065885479314,1.3923456531725762,Iris-versicolor
+83,4.406873828103078,3.20286958347926,1.3066678314541682,0.2036542678102301,Iris-setosa
+84,4.571725158763748,3.01611815245372,1.4732965230773591,0.2003215659146002,Iris-setosa
+85,5.02301788936368,3.6210026457413558,1.3909150099057361,0.19838468257047642,Iris-setosa
+86,6.985095959197391,3.086784101910166,5.097198184363577,2.3076473686133405,Iris-virginica
+87,6.296807710586057,3.4083319687501006,5.631696522348519,2.404311375424855,Iris-virginica
+88,6.502934312303805,3.1969155499175557,5.087545278809264,1.9894865219796365,Iris-virginica
+89,5.136670280631714,3.3401300858109564,1.5714024162857105,0.4926140608578723,Iris-setosa
+90,4.3,3.0,1.1042931763187933,0.10000011112500998,Iris-setosa
+91,6.192269731044087,2.2021545094186274,4.505596036070919,1.4997347357944464,Iris-versicolor
+92,6.010550183640838,2.899852083484401,4.501082750552518,1.5114163363152373,Iris-versicolor
+93,5.203279145379835,2.716753126713441,3.905213604756131,1.4121151125700795,Iris-versicolor
+94,6.489449079462013,3.0,5.829806201528488,2.1971016766831526,Iris-virginica
+95,7.617125532568254,3.0,6.60913308486226,2.1160514446679257,Iris-virginica
+96,4.8116210563987165,3.400027212950601,1.866483244722861,0.20073674180174,Iris-setosa
+97,7.9,3.8525226753156963,6.4081663549436305,2.0213446570367717,Iris-virginica
+98,6.836307710839533,3.197170070283786,5.753696205513388,2.290582967247592,Iris-virginica
+99,5.553009338317349,2.4586557953648525,3.800739483834894,1.0587580704438733,Iris-versicolor
+100,5.414171720028484,3.8692719528844095,1.2979945721368416,0.3599616992104998,Iris-setosa
+101,7.708857930803869,3.0,6.090671659352887,2.2975514098499947,Iris-virginica
+102,5.983050300066434,3.4059394249431008,4.450159209854723,1.5899306284997672,Iris-versicolor
+103,6.696466313350331,3.0,4.973440870744354,1.6921193883096912,Iris-versicolor
+104,5.110436147340011,2.5107844355602054,3.316006490175399,1.1386566021977396,Iris-versicolor
+105,5.794307018978309,2.800828368197629,5.151566247007795,2.4001835494067203,Iris-virginica
+106,4.300000706652394,3.0,1.1045640118945013,0.10000011128141723,Iris-setosa
+107,7.621532998552324,3.0,6.604001123803262,2.1077723152380856,Iris-virginica
+108,4.574561330105245,3.639015884507274,1.0,0.19970028563045578,Iris-setosa
+109,5.671581801039891,2.5564909861137166,4.000590106263276,1.0769936509609026,Iris-versicolor
+110,7.631583767944877,3.0,6.623737119428443,2.0805067396863617,Iris-virginica
+111,4.933916458880774,3.563625572708098,1.4207080464008635,0.19867353988596087,Iris-setosa
+112,4.8009049272292454,3.4003115243143887,1.6767279261212618,0.20062122311303196,Iris-setosa
+113,4.971389222853478,3.0,1.5872477214977339,0.2076214701862033,Iris-setosa
+114,6.691854283972869,3.0,4.9661706269031,1.6613976553275884,Iris-versicolor
+115,6.199660036973123,2.785407972997909,4.823556647793014,1.8039557006978513,Iris-virginica
+116,6.109865435379023,2.7879481868984004,4.720102344177359,1.1881795187936768,Iris-versicolor
+117,6.712229466393617,3.1122547085764145,4.726734888485258,1.51963664709446,Iris-versicolor
+118,4.5983355979349145,3.211495374961177,1.4149307829156632,0.1971478618641048,Iris-setosa
+119,5.013460811016428,3.0,1.5851810533230948,0.201082689009348,Iris-setosa

iris/tab_ddpm/8_0/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/10/train.csv

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

iris/tab_ddpm/8_0/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.104916839979717,3.304869365404968,1.6272546548074958,0.5270883014963397,Iris-setosa
+1,6.237342477569441,3.399562848926291,5.5065170647667765,2.355618690563411,Iris-virginica
+2,6.2990611921650705,3.29823380538234,6.022237234972538,2.4999998116609436,Iris-virginica
+3,5.686132454360194,2.892392289307891,4.203101946168087,1.3208391407584632,Iris-versicolor
+4,5.09394527829254,2.487939902301908,2.9276129563351563,1.1287007615117952,Iris-versicolor
+5,4.902670168954875,3.1030777139112358,1.5101409199411129,0.10000011974780061,Iris-setosa
+6,4.800798823743511,3.0,1.4162160658686607,0.10000009418442836,Iris-setosa
+7,4.7903954619150415,3.0,1.380969912047921,0.1,Iris-setosa
+8,6.29136354814812,3.302657438240448,5.988848796104335,2.49999977083851,Iris-virginica
+9,5.537985840726085,3.0,4.515072149839602,1.4885792498731305,Iris-versicolor
+10,7.018689443284052,3.167017918531815,5.642726016233547,2.294346124162654,Iris-virginica
+11,6.021232190693084,2.2150454481172,4.9990105653297645,1.4965520641263703,Iris-virginica
+12,6.591109573991504,3.0,5.854327177042751,2.206583278273145,Iris-virginica
+13,5.698183841777566,2.792808292355659,4.485258537027452,1.287395202137783,Iris-versicolor
+14,4.300000702736113,3.0,1.1043109691210526,0.10000013000467084,Iris-setosa
+15,5.100691118440069,3.8234314795033923,1.698433325811782,0.19910834595905363,Iris-setosa
+16,7.899998678064171,3.787745343564692,6.39951064197037,1.9910615641821452,Iris-virginica
+17,4.857140890085276,3.021474688514622,1.4550188013898857,0.10000009309931855,Iris-setosa
+18,5.802033034541813,2.701803477393406,5.107225023992559,1.9003480319761188,Iris-virginica
+19,5.854505904635824,3.193547295902604,4.782460576811115,1.784889804987427,Iris-versicolor
+20,6.014958517567554,2.9179247499153997,4.48572541733755,1.4971147657588197,Iris-versicolor
+21,7.698747499120663,2.6268603855621544,6.899998296388745,2.3072022657675615,Iris-virginica
+22,6.283096055711531,3.2978812514057343,5.940405920978127,2.4999997585332436,Iris-virginica
+23,7.161749693622725,3.2128058512332687,6.027061077551532,1.8183445243494123,Iris-virginica
+24,5.795640086277732,2.8121682644096824,5.099760793867111,2.4029208143650855,Iris-virginica
+25,6.5273902268794854,3.0,5.840675435674809,2.2153199625160167,Iris-virginica
+26,5.989777747647176,2.228021030547898,4.052149954244869,1.0420467368286055,Iris-versicolor
+27,7.9,3.837667635685774,6.408739051500618,2.000103268194827,Iris-virginica
+28,4.802629820080387,3.0,1.3984772665351846,0.1,Iris-setosa
+29,6.660601783070581,3.0,4.581081629839014,1.423540932519711,Iris-versicolor
+30,5.986958288995254,2.208337565613925,4.024355668075268,0.9657661253973389,Iris-versicolor
+31,6.688302642238285,3.0,5.014191309347953,1.7054144710556194,Iris-versicolor
+32,5.3918139140149846,3.9146097102984276,1.2745047057612484,0.4088221438355063,Iris-setosa
+33,5.498583661409449,3.557539853611272,1.5277991061741205,0.3676196467770812,Iris-setosa
+34,5.069672610443206,3.2965692190081817,1.6535122141653933,0.4992052097688663,Iris-setosa
+35,6.482936621228138,3.1783524850370037,5.084177852370751,2.0223134447347952,Iris-virginica
+36,6.065515545106048,2.591910605704959,5.5725159497488255,1.401445510066431,Iris-virginica
+37,5.018153030488154,2.000000591413688,3.5077960712703495,1.011732750497551,Iris-versicolor
+38,4.984877813823095,3.6288401442155123,1.4058112411023205,0.20137798029871032,Iris-setosa
+39,4.783636356625172,3.392718332463545,1.688872561835674,0.19931296376072463,Iris-setosa
+40,5.176010955538424,2.7002911568003687,3.9011780589904625,1.402364317166677,Iris-versicolor
+41,6.2912416843101955,3.304073968607264,5.981821150873873,2.5,Iris-virginica
+42,5.6088994992036145,2.50512214215613,3.9308940687412433,1.1140296877907063,Iris-versicolor
+43,4.3,3.0,1.0983370822629075,0.1,Iris-setosa
+44,4.88216548116037,3.0600514814927298,1.4967053759685351,0.1,Iris-setosa
+45,5.520315091309987,2.366327235879412,3.694606076063603,0.8549835565615058,Iris-versicolor
+46,5.086746286333114,3.7862953266140646,1.581127094353822,0.20566548958570605,Iris-setosa
+47,4.8976311850665475,3.1102250430266207,1.4998009697475796,0.1,Iris-setosa
+48,4.803545436309841,3.404014339902117,1.8102055636894545,0.19880125717009897,Iris-setosa
+49,4.987465505753232,2.0,3.4105264444259875,0.9315909987832491,Iris-versicolor
+50,6.011380466192555,3.3981959648512223,4.499175463435376,1.6022793856273236,Iris-versicolor
+51,5.632529878420737,2.9061571118338656,3.847269372246692,1.324431978333094,Iris-versicolor
+52,6.8727783286451185,3.1023131981824346,5.085258907500017,2.2921708792231126,Iris-virginica
+53,6.092730244425904,2.7794907597191347,4.686905823200588,1.1914541664893221,Iris-versicolor
+54,6.282730594929059,3.300150627915096,6.0226965229819776,2.5,Iris-virginica
+55,6.702552810041978,2.500820658549898,5.823081913259729,1.8111817792582185,Iris-virginica
+56,6.175918128655844,3.345157713065203,4.642371660630406,1.605457052717962,Iris-versicolor
+57,4.3,3.0,1.0962630308938845,0.1,Iris-setosa
+58,4.808168402204145,3.4078435500844284,1.9556711123706518,0.19661285076610757,Iris-setosa
+59,6.529323783786678,3.0,5.805305656228295,2.1995703786589664,Iris-virginica
+60,6.304031092234479,3.3002919495672183,4.692652407293402,1.598980404672444,Iris-versicolor
+61,6.2124284643453445,2.2008205544891903,4.506602607264352,1.488238756604674,Iris-versicolor
+62,6.951637599498345,3.095512708209277,5.086718029822222,2.303383640480898,Iris-virginica
+63,4.80842024651181,3.396510651131624,1.749741893556216,0.19589905081919579,Iris-setosa
+64,7.6339367710423565,3.0,5.9986953882691845,2.2964996102677286,Iris-virginica
+65,6.130295967099067,2.610309717514181,5.60629977292112,1.4304075886665166,Iris-virginica
+66,6.70790889090198,3.0,5.007540060168198,1.7075816200143201,Iris-versicolor
+67,6.489290003088238,3.2022332802135924,5.097106572514199,2.0121660693294285,Iris-virginica
+68,5.0118216985348285,3.4043865684775882,1.6703637338370814,0.4354895890582533,Iris-setosa
+69,6.061515997765712,2.5952798121839664,5.589555482439437,1.3797432881306462,Iris-virginica
+70,6.299698657641699,2.4806547590315073,4.9969547286234,1.9052714623736478,Iris-virginica
+71,6.297070678384047,2.4874620614900493,4.977441845711951,1.8610428788730156,Iris-virginica
+72,4.394682884851147,3.1912087419168813,1.2847958038735745,0.20225055921512608,Iris-setosa
+73,7.899998916724601,3.8323094934300825,6.401294060635873,1.9992678367178955,Iris-virginica
+74,5.752384754074977,2.8162605782789787,4.54494568804098,1.3078670318894843,Iris-versicolor
+75,5.819187554290757,2.7819555704660517,5.089684815820992,2.400900479797337,Iris-virginica
+76,5.410273609871808,3.9092855814294407,1.2829104205925626,0.472863986848556,Iris-setosa
+77,6.589486144387356,3.0,4.380630684355601,1.3868926998735036,Iris-versicolor
+78,6.685644956863026,3.0,4.999300771177064,1.7071256975168172,Iris-versicolor
+79,5.782105071784276,2.696473626201546,5.087131898933304,1.8902173711931858,Iris-virginica
+80,5.093335749553792,3.285516121431688,1.6847595450727744,0.46951226792230694,Iris-setosa
+81,6.50832255343178,3.2195545893504955,4.723915831559492,1.5547269886980342,Iris-versicolor
+82,5.697506243202801,2.845212988964932,4.240061650951081,1.3093132322641503,Iris-versicolor
+83,5.707814625962813,2.8076223975249386,4.476494541608344,1.2956020190178874,Iris-versicolor
+84,5.789211056893539,2.7011859690101385,5.106074959128722,1.9101081176379664,Iris-virginica
+85,4.589647154984853,3.2080169615806176,1.383171628744087,0.1970963166805592,Iris-setosa
+86,5.99961434888844,2.2101140060073403,4.992561163694323,1.4896327487781666,Iris-virginica
+87,4.925737568685544,3.575653137900989,1.6461889508428103,0.20103354948723295,Iris-setosa
+88,5.986869664350223,2.2010826127034613,4.9946542145936395,1.4972472343834777,Iris-virginica
+89,5.89223974653979,3.2091851199047556,4.812125402683929,1.7705932482207196,Iris-versicolor
+90,5.505949373258025,4.2,1.4039154685366095,0.20649765542659015,Iris-setosa
+91,5.693931434553477,3.0,4.2179487996120955,1.1846399693650733,Iris-versicolor
+92,4.76257795724185,3.3971905386373265,1.9279282425552107,0.20006253913562336,Iris-setosa
+93,5.484133432550957,4.1999992858448305,1.4010691069523744,0.19861716107079055,Iris-setosa
+94,4.597936460467149,3.618821333051817,1.0,0.1948236172667412,Iris-setosa
+95,6.335770868998594,3.295542687644319,6.053617265475305,2.4999997119739144,Iris-virginica
+96,5.004736604522608,3.3946783675795236,1.5989605624953496,0.4411199809037638,Iris-setosa
+97,6.0229133784312285,2.2034987835470727,4.999078780915722,1.5090183243494495,Iris-virginica
+98,5.097482458448001,3.2899908290650743,1.6526709986149823,0.41129449947726504,Iris-setosa
+99,5.806276769147835,2.812757902508743,5.166691334272571,2.402993556476865,Iris-virginica
+100,6.681084172845153,3.0,4.984106706208015,1.675773761073188,Iris-versicolor
+101,5.607573697406439,2.8943310083384115,3.6651055901773817,1.2777975672263728,Iris-versicolor
+102,4.935202867399173,2.0,3.5585384613094693,1.0279761654776716,Iris-versicolor
+103,5.808820021076908,2.699024270506559,5.121896513585057,1.8927572934032826,Iris-virginica
+104,5.551451248365974,2.536295364609564,3.9017487000093536,1.1968078978849592,Iris-versicolor
+105,4.781095899497054,3.0,1.4022459440518118,0.2818267773386953,Iris-setosa
+106,5.7102334432478195,3.0,4.215535844931617,1.1984730306297804,Iris-versicolor
+107,5.602142557050625,3.0,4.3306858645192445,1.3984486749175717,Iris-versicolor
+108,6.710620705558964,2.5027276581206905,5.831271016127805,1.8108309146581012,Iris-virginica
+109,6.834198772211938,2.7816634710985433,4.807874208078979,1.3985084923733888,Iris-versicolor
+110,5.806921814126924,2.7953726717249885,5.119575359357254,2.38704239931369,Iris-virginica
+111,6.764534249127206,2.8756594972229164,4.756218527569899,1.4227680716289415,Iris-versicolor
+112,6.045111661720649,2.906629888134013,4.571330844620142,1.4790422915391062,Iris-versicolor
+113,7.9,3.779662617271658,6.397428249968875,2.0322388553834725,Iris-virginica
+114,4.591218879718213,3.6414436120329525,1.0,0.2002446624026219,Iris-setosa
+115,7.638555972435217,3.0,6.429076285412671,2.203149264397903,Iris-virginica
+116,5.363468963759524,3.392817369147915,1.5003980687037652,0.43113552317775605,Iris-setosa
+117,6.694722235951784,2.5015354704466337,5.80586102575809,1.7993208417408235,Iris-virginica
+118,6.267330564140597,2.6823157709899994,4.900507480055247,1.8126923259075776,Iris-virginica
+119,7.9,3.8317327904056673,6.385393240651195,2.023160287668654,Iris-virginica

iris/tab_ddpm/8_0/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/11/train.csv

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

iris/tab_ddpm/8_0/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.423656199864561,3.1941806305293974,5.27244902881185,2.300321853372455,Iris-virginica
+1,6.6138484535920306,3.0,4.419168402834958,1.393868157548082,Iris-versicolor
+2,5.474220192450991,4.2,1.3846937784607052,0.19665087840753842,Iris-setosa
+3,5.054082518440577,3.2058686317983764,1.770560158913894,0.260060704218559,Iris-setosa
+4,6.19782780078954,2.823494287195315,4.797636293819521,1.793708761193673,Iris-virginica
+5,5.91876325861551,2.8438914507484947,4.598720569659093,1.3077939431886327,Iris-versicolor
+6,5.785572073845029,3.1265732953993877,4.69258683611579,1.673598552957156,Iris-versicolor
+7,5.774958848738662,2.6968364689431468,4.089390693869407,0.9262811541357076,Iris-versicolor
+8,6.466458576849069,3.176874680916447,5.113113104709046,2.0030224588438372,Iris-virginica
+9,4.892368987812295,3.06855961660477,1.4743482684180031,0.10000009113442675,Iris-setosa
+10,4.798806931141916,3.3995116662177325,1.751458144906341,0.20025820682707035,Iris-setosa
+11,5.374484357318429,3.878614371693274,1.3001440817453846,0.4163629479359169,Iris-setosa
+12,7.606864572518597,3.0,6.617840715082763,2.1207693799911262,Iris-virginica
+13,5.572817324659551,2.509663450501323,3.9617516205758343,1.224681860619261,Iris-versicolor
+14,5.390970611131429,3.0,4.493791789960145,1.4905565403965657,Iris-versicolor
+15,5.804980577611934,2.70071211656612,4.099554575484387,0.9514929353889936,Iris-versicolor
+16,5.919135599489181,3.2012029976990126,4.81556234135482,1.783876815271259,Iris-versicolor
+17,4.806755183130502,3.0,1.3994224575026561,0.3204196773182575,Iris-setosa
+18,5.093175835742995,3.766249119073094,1.6247730893367573,0.1963435117760725,Iris-setosa
+19,4.585613470929675,3.6330682802984064,1.0,0.19588215430556155,Iris-setosa
+20,6.796843841601674,3.200898252963985,5.873919870037096,2.2938407034653765,Iris-virginica
+21,6.103544428651318,2.910584701721162,4.695434082910095,1.422146134308651,Iris-versicolor
+22,6.09608549505116,2.238640693677465,5.010005378278693,1.5821900158845246,Iris-virginica
+23,4.300000642974652,3.0,1.1028573894259945,0.1,Iris-setosa
+24,6.2708591028260345,3.296511123868091,5.957565693552724,2.49999971913903,Iris-virginica
+25,4.83110638502692,3.0,1.4097989940468791,0.10000011138414217,Iris-setosa
+26,4.3968844106934535,3.2032865960499257,1.2892572500513793,0.19930480156642694,Iris-setosa
+27,6.603348711342269,3.0,4.413124672255496,1.4022564608411188,Iris-versicolor
+28,5.3964701702462605,3.9022342576104925,1.298768476816517,0.39089967240562457,Iris-setosa
+29,5.812735489509285,2.7351710980493236,4.139738185023669,1.0538930448533295,Iris-versicolor
+30,5.811585222984385,2.8181077640451067,5.094272751638238,2.398970913107261,Iris-virginica
+31,6.528504014459875,2.5054521881154477,5.530072082901793,1.8342366606468077,Iris-virginica
+32,5.690176607068831,3.0,4.180442291905344,1.2141011258708085,Iris-versicolor
+33,4.809072940644956,3.0,1.3935143465712092,0.31459352910653937,Iris-setosa
+34,5.190430836948782,3.4044030906260567,1.3946126851502854,0.20022786187456812,Iris-setosa
+35,4.997656569836065,3.0,1.6423168210954135,0.19484271118206908,Iris-setosa
+36,6.3805240504072875,3.279507057078484,5.210186530372545,2.123773786046456,Iris-virginica
+37,6.1506179339854565,2.867927683247937,4.5721036302333085,1.4579283542839026,Iris-versicolor
+38,6.196098915017679,3.3945054945033415,5.450123033469832,2.300708974113133,Iris-virginica
+39,5.392286319242326,3.8305559140094663,1.3226373484566334,0.2966799757762299,Iris-setosa
+40,6.087202826362186,2.8890719047451485,4.549257221971194,1.494768723834863,Iris-versicolor
+41,5.3678469827548145,3.3954327362009646,1.5093667906877501,0.3969358007160987,Iris-setosa
+42,5.691096463819301,3.0,4.212078409068993,1.2238968815178881,Iris-versicolor
+43,5.342626791496229,3.0,4.449782994640696,1.5049899677885625,Iris-versicolor
+44,6.517649560663122,2.808837658320786,4.578206453559326,1.518178812844711,Iris-versicolor
+45,5.109628824696086,2.4738769695066902,2.8831839380617827,1.0914870598826931,Iris-versicolor
+46,6.586403715158128,3.0,4.421296283065293,1.402816541949954,Iris-versicolor
+47,5.4919229627562505,2.402039733520552,3.732292180155725,0.9624627047600522,Iris-versicolor
+48,5.757387821250323,2.795625107179564,4.5579838178973215,1.2691263271298654,Iris-versicolor
+49,5.019147142607682,3.7695869017654315,1.52647925477613,0.19864314765620883,Iris-setosa
+50,5.144480410102083,2.530775401965504,3.188670833088784,1.1211641236706624,Iris-versicolor
+51,4.990129636501283,3.0,1.5790022149547733,0.1994138232922803,Iris-setosa
+52,7.899998743589373,3.7957494065382686,6.399872689719096,2.0033878116588584,Iris-virginica
+53,4.792501818173356,3.398583528487045,1.7994473252006795,0.19693259907201624,Iris-setosa
+54,6.069757235908897,2.599754904264946,5.604045493520827,1.3664529380994341,Iris-virginica
+55,6.712892201828989,3.1081553296028583,4.732190897341702,1.4970470855938196,Iris-versicolor
+56,7.605732661769704,3.0,6.605579070037092,2.0863966507269653,Iris-virginica
+57,5.691885857769062,3.0,4.196830157591725,1.1965053479874745,Iris-versicolor
+58,6.281432435016451,3.404897185460449,5.597755656753962,2.399943237444112,Iris-virginica
+59,7.704857658947875,2.5922900092719527,6.9,2.288069155553398,Iris-virginica
+60,4.912676954499051,3.1046108952487392,1.4951881169993833,0.1,Iris-setosa
+61,5.149059040855639,2.5042853280423043,3.20242047567709,1.1061134155144967,Iris-versicolor
+62,6.5215660701424705,2.8066196412797453,4.596106049884969,1.4905651617948208,Iris-versicolor
+63,5.4723313876785715,3.0,4.527201637637085,1.5035584548643333,Iris-versicolor
+64,4.802096330395514,3.4011713266820722,1.7756819944797488,0.20025527822596695,Iris-setosa
+65,4.821025196504419,3.0,1.4099188448616242,0.10000009496982369,Iris-setosa
+66,6.451921015681749,2.8021820676827414,4.59560754422671,1.4822619720219259,Iris-versicolor
+67,5.039996776426435,3.5911513436642943,1.3928896188680218,0.20054552838047865,Iris-setosa
+68,6.058863800961735,2.792572275762749,4.692935484278454,1.224532974434587,Iris-versicolor
+69,5.621243697456885,3.0,4.5686450439219675,1.540325548278219,Iris-versicolor
+70,7.614814911074595,3.0,6.609506503998044,2.132994643227454,Iris-virginica
+71,5.468103563136007,4.199999199758642,1.3952815693505691,0.2096138854937644,Iris-setosa
+72,5.393323195544004,3.886394204318248,1.292692263742713,0.36268025689681194,Iris-setosa
+73,5.017083254091316,2.000000663262067,3.5184654202953043,1.023327273636979,Iris-versicolor
+74,5.421055586941858,3.4038256589668783,1.5061540175473926,0.3977582198217285,Iris-setosa
+75,5.027965679769969,2.0000005465468127,3.610911792400112,0.9663297053554228,Iris-versicolor
+76,4.975261893130734,2.0000005048149836,3.42989195337507,0.99839485207058,Iris-versicolor
+77,6.030441396020887,2.226300419166088,5.0011707490010755,1.5232700372844805,Iris-virginica
+78,5.799177725965931,2.801651445182714,5.102867547048675,2.3815673463925653,Iris-virginica
+79,4.992234946449406,2.000000473707824,3.440528726108174,1.0207712550422041,Iris-versicolor
+80,6.8064554704679345,2.8089573555524767,4.804958093334703,1.406402647630553,Iris-versicolor
+81,5.611958443122366,2.5057788590398715,3.855342979457238,1.0705304049772353,Iris-versicolor
+82,5.156721587645129,2.530156699417193,3.45687529633925,1.200308433772691,Iris-versicolor
+83,5.786997429068738,2.684877251564559,4.079900305680797,0.9491947096089878,Iris-versicolor
+84,5.003530823873885,3.0,1.720664577921739,0.20533187122451438,Iris-setosa
+85,4.3,3.0,1.0969656681357862,0.1,Iris-setosa
+86,6.044171182929465,3.2841630302011278,4.742541236511676,1.7049041098849744,Iris-versicolor
+87,6.040992187512117,2.212804729891242,4.067127777498877,1.0519183772137506,Iris-versicolor
+88,4.62122608625862,3.18567621326277,1.400818306028828,0.20165852446094698,Iris-setosa
+89,6.461856810925189,3.202951985605296,5.0979719510779145,2.046095151947766,Iris-virginica
+90,6.539626613395831,3.155794584890401,5.205303774585877,2.2803479449804147,Iris-virginica
+91,5.904856590504335,3.198201083674053,4.782871251626184,1.8076993597342896,Iris-versicolor
+92,5.689718281495642,2.803825173926239,4.5105256824630215,1.2992933338139778,Iris-versicolor
+93,5.193614663578986,2.6697589642077793,3.8256266961625824,1.378959167444074,Iris-versicolor
+94,7.711088441981293,2.802680383421656,6.6993822082467,1.9911369820112421,Iris-virginica
+95,6.865049162842069,3.1064932893002415,5.113380305174959,2.283525561202942,Iris-virginica
+96,6.702799199084094,3.0,4.980926986283725,1.698877002299731,Iris-versicolor
+97,6.30163564902886,3.394952632421552,5.60073215803372,2.397087875374975,Iris-virginica
+98,4.395861989751134,2.897674085309639,1.3913434558933853,0.19614738428096315,Iris-setosa
+99,5.964041422151038,2.181902439537145,4.971837176739197,1.4648810208299012,Iris-virginica
+100,7.164935892670672,3.199224090529757,6.01193067165854,1.81738292890369,Iris-virginica
+101,4.6227024269061765,3.1562359622367944,1.4212813929198416,0.1978480078584074,Iris-setosa
+102,7.70390854100588,2.56887276989729,6.9,2.3031931517857904,Iris-virginica
+103,5.139447845098254,3.4388047412559763,1.4018384091715372,0.2008370192869801,Iris-setosa
+104,5.142987832313625,2.5460837165724945,3.5790606288792866,1.2348139293646512,Iris-versicolor
+105,5.432089216272068,3.9072334181221353,1.3065574142553178,0.38003755936514755,Iris-setosa
+106,6.9062973701407016,3.0928087331405685,5.101888485697014,2.2944359975556856,Iris-virginica
+107,6.030589007399051,3.3915970632816035,4.542741259098697,1.6035229708226513,Iris-versicolor
+108,7.690360402922721,2.8611649370697463,6.683005971343592,2.0398778514656337,Iris-virginica
+109,6.012740309141173,2.197308210261974,3.988222804323562,1.0103866494842022,Iris-versicolor
+110,6.280236779048299,3.2998278987885383,5.947772478238933,2.4999998052945096,Iris-virginica
+111,5.117481422162931,3.512017705627792,1.4005025477309352,0.19942538699435586,Iris-setosa
+112,6.465253351650358,3.0,5.768839466275092,2.2343067361155127,Iris-virginica
+113,5.006437479359278,3.0,1.5931063177222975,0.19348263379316757,Iris-setosa
+114,4.4067625698390005,3.2060274134049864,1.3190484783028067,0.19772793743323624,Iris-setosa
+115,5.006913964480891,3.606740442885426,1.3898820960640297,0.19822301793964464,Iris-setosa
+116,7.691448807426674,2.790009599964778,6.6991546722487385,1.9866204594277068,Iris-virginica
+117,6.274604676988964,3.3080402926060555,6.0067767974232735,2.5,Iris-virginica
+118,6.094615067485933,2.778088430718008,4.679170729527343,1.167585720938534,Iris-versicolor
+119,6.316648175016665,3.3081455282120995,4.690571260368263,1.600161069793094,Iris-versicolor

iris/tab_ddpm/8_0/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/12/train.csv

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

iris/tab_ddpm/8_0/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.803046296727617,2.682697656836222,5.085128374794528,1.886464114965619,Iris-virginica
+1,5.00078476946186,2.0000004595893324,3.4566504632241557,0.8809317038231136,Iris-versicolor
+2,4.602598624544382,3.063264623113182,1.495799068279088,0.20107398592817677,Iris-setosa
+3,6.299287935698858,3.29752413668808,5.97157806419533,2.4999997377967844,Iris-virginica
+4,6.0076416352629005,2.191512347096171,5.01949704491677,1.5277363414437617,Iris-virginica
+5,5.015653489541886,2.0000005317318927,3.53521284835257,0.9743277121481275,Iris-versicolor
+6,5.6360753096642755,2.958547611234941,3.8949532207034605,1.2738138449857188,Iris-versicolor
+7,5.479893753067234,3.410995425830902,1.5091186325415105,0.3647497125378477,Iris-setosa
+8,4.802798131463134,3.0,1.3895360594465493,0.272212743249858,Iris-setosa
+9,6.001468072108353,2.196038748622091,5.009968890224942,1.4805817911087544,Iris-virginica
+10,7.684241518860581,2.594084479575547,6.899998848797476,2.277119983456309,Iris-virginica
+11,4.300000564091232,3.0,1.1036857186577973,0.10000009150449,Iris-setosa
+12,7.1506040561156015,3.192913273758499,6.020920307766306,1.789601516242304,Iris-virginica
+13,4.892534595626742,3.0962897738032544,1.4931541621544302,0.1,Iris-setosa
+14,6.50242932271437,2.798567330637158,4.611492975192471,1.492892416307907,Iris-versicolor
+15,5.806739518378829,2.7162960594886134,4.1627458609825965,1.012673250255963,Iris-versicolor
+16,5.803272705111589,2.7892092879440153,5.095509546927479,2.3700481123764794,Iris-virginica
+17,6.18687400935706,2.80513844395644,4.770107792818364,1.7877846207036587,Iris-virginica
+18,4.300000466788664,3.0,1.0971288283923206,0.10000009806421076,Iris-setosa
+19,7.696871844549452,2.6021283137252604,6.899998597063365,2.2858824571702216,Iris-virginica
+20,7.692920184581311,2.607770532863663,6.899998688786891,2.294913978756366,Iris-virginica
+21,5.198639458316078,3.402948018838686,1.3901610581985364,0.19918121794479698,Iris-setosa
+22,4.800290983153147,3.0,1.4051752227829888,0.1,Iris-setosa
+23,6.6872289150556306,3.134409369678869,4.730483241198375,1.509339547878934,Iris-versicolor
+24,6.235857917581158,2.2213600811714906,4.490835181230453,1.4963686277763986,Iris-versicolor
+25,5.092618372673985,3.302838559216919,1.6295899413028643,0.48860154764622377,Iris-setosa
+26,6.793543017980671,3.198132864755977,5.773913998271405,2.3006201522114447,Iris-virginica
+27,5.010035181092832,2.000000452623234,3.2909409773226104,1.0382378416518032,Iris-versicolor
+28,5.80726962172832,2.702120592026152,5.090015049994026,1.9043106399499867,Iris-virginica
+29,7.731319950368072,2.5980157652836806,6.9,2.304646923078499,Iris-virginica
+30,6.182916173771676,2.7772927742096227,4.821914408812781,1.8099444979879027,Iris-virginica
+31,5.380866819648331,3.9237403335510814,1.3043701819110498,0.45277449493609523,Iris-setosa
+32,6.701816897834244,3.0,5.01077426291098,1.7266075385689037,Iris-versicolor
+33,7.71478989222501,2.601641751707735,6.899998876404946,2.2871949475866815,Iris-virginica
+34,6.18523736742824,3.403228879618079,5.388600395814813,2.3054464333982576,Iris-virginica
+35,4.75220567031592,3.0,1.395138829752125,0.2759691199322828,Iris-setosa
+36,4.911019915647318,3.1169238055265103,1.5060959939339005,0.1,Iris-setosa
+37,6.483041308026955,3.1963268831849097,5.098868014456434,1.9747488917714937,Iris-virginica
+38,6.025205373810213,3.3893166911458756,4.5170859018145775,1.6062741722391614,Iris-versicolor
+39,5.7932090109594645,2.706801871715661,5.091259778025604,1.898945952015052,Iris-virginica
+40,4.409653142857544,3.211240306088521,1.2977710218366116,0.1973400657967156,Iris-setosa
+41,5.03932247918817,3.624627931911779,1.4171566372080486,0.20170487462982659,Iris-setosa
+42,4.801092842488325,3.0,1.4059717337923794,0.2811616813281615,Iris-setosa
+43,6.1189568047452445,2.60902828504523,5.614388051850549,1.4011878161871802,Iris-virginica
+44,4.393860842935847,2.904048037569344,1.3866213655113058,0.20160375771165126,Iris-setosa
+45,4.300000689038983,3.0,1.1010625100220404,0.10000012075281912,Iris-setosa
+46,6.121052539514355,2.6003274170204453,5.6105321976308895,1.410959765194069,Iris-virginica
+47,5.1657825894004885,3.408767433801329,1.3909828149581849,0.19993561466447057,Iris-setosa
+48,6.210139358668802,3.3970350129115308,5.400561821380431,2.301813003780342,Iris-virginica
+49,4.778514586040501,3.4016389194064858,1.6922105728908594,0.19991120883812782,Iris-setosa
+50,5.492898509770367,4.2,1.4007762580431031,0.2056920603992912,Iris-setosa
+51,6.18602338582512,3.4004717673234044,5.398850976741983,2.2870223107275742,Iris-virginica
+52,4.977168297912132,2.0,3.5712278771263404,1.0007803644381392,Iris-versicolor
+53,5.7068515272233435,3.807054151913388,1.8868507686420974,0.32592133750545216,Iris-setosa
+54,6.31634197434916,2.681479039318716,4.917247063871854,1.8119379481999274,Iris-virginica
+55,6.3031393845487695,3.3078529507010175,5.957316282583719,2.4999998107393617,Iris-virginica
+56,5.864368898963375,2.8788939546692167,4.419718956010507,1.4298232709424754,Iris-versicolor
+57,6.29240630500527,3.2936036230666077,6.034330007860703,2.5,Iris-virginica
+58,7.207047546530744,3.203829263472757,5.969847114131468,1.8036792710365122,Iris-virginica
+59,5.006513641386852,3.0,1.6090554006554818,0.20016788499855356,Iris-setosa
+60,5.795796226804399,2.698546695901756,5.1148691770637695,1.892000006453662,Iris-virginica
+61,6.300871922496882,3.3086196577332685,6.0292778976547705,2.5,Iris-virginica
+62,6.479856555098421,3.0,5.774796356890287,2.2060872281697965,Iris-virginica
+63,4.998485171143405,3.5958453576735696,1.4051553426714738,0.19978377937237893,Iris-setosa
+64,7.68101921725378,2.7884549899470654,6.690031670115629,1.979404783924556,Iris-virginica
+65,5.11770080666534,3.8156831598363024,1.646564528407745,0.1996176988716981,Iris-setosa
+66,6.842571010683953,3.194134083077297,5.8022077604582245,2.3076692055874366,Iris-virginica
+67,4.399164374398767,2.912111872643127,1.3980386577214619,0.19256312699526795,Iris-setosa
+68,5.498992185857188,4.2,1.4088112727337803,0.20905203865737418,Iris-setosa
+69,5.750441225369055,2.8723900962793163,4.3099486431448435,1.3488623624946392,Iris-versicolor
+70,4.602251431640735,3.2043679579806814,1.4024824816920274,0.203033267843423,Iris-setosa
+71,5.810601291907913,2.7007807618178274,5.09164799422171,1.8946907331945557,Iris-virginica
+72,4.60211070717439,3.177511388237589,1.4192373514575247,0.1974316089327217,Iris-setosa
+73,6.063810704899893,2.907567961249056,4.596922924141269,1.4461519590392369,Iris-versicolor
+74,4.779102774462357,3.0,1.3770125549309236,0.10000009905257304,Iris-setosa
+75,7.642043904582499,3.0,6.420311360286284,2.1660546014833497,Iris-virginica
+76,4.3915889672743535,3.197772938396536,1.2949893322145014,0.2000844580228253,Iris-setosa
+77,4.406951122034805,2.9399840290460704,1.407142193557883,0.20368243292053628,Iris-setosa
+78,6.520339061696086,2.7936013802240214,4.630019798828585,1.4948900004417274,Iris-versicolor
+79,6.222806438048089,3.4063707112465913,5.407084927737942,2.302738109322281,Iris-virginica
+80,6.331095913020716,2.5030232961310594,4.9938959991482,1.9202691669605505,Iris-virginica
+81,4.983407932158238,3.0,1.5980313129510386,0.19753657865114632,Iris-setosa
+82,4.790243805696693,3.0,1.3966144366240827,0.2766403538781176,Iris-setosa
+83,5.139521102397727,2.4932201517592727,3.3299478927302726,1.1301156642642576,Iris-versicolor
+84,6.2886421589256996,3.3031060538451973,5.982644730372659,2.499999793058496,Iris-virginica
+85,6.920812002655654,3.0873023894113927,5.126064236720802,2.3015558830375094,Iris-virginica
+86,4.5902925115693005,3.1951215605458225,1.4048452848128032,0.1958274572221168,Iris-setosa
+87,7.190023268495561,3.2060084791764214,6.006694423006498,1.797884675309006,Iris-virginica
+88,7.613994918152982,3.0,6.460944872062168,2.1818710240895216,Iris-virginica
+89,5.8111108197299295,2.8035865372642905,5.118577192208364,2.4051143923737333,Iris-virginica
+90,6.111892684206454,2.8262929949732625,4.724680914192729,1.2260186817806225,Iris-versicolor
+91,6.270832305221228,2.736719315216506,4.899108061099143,1.7948502325430091,Iris-virginica
+92,7.673773745001804,2.6126034827261493,6.8999987469721304,2.2999899905092445,Iris-virginica
+93,5.814500400663843,2.8102762806402892,5.088640299075717,2.3818908025589884,Iris-virginica
+94,5.9269963113774375,2.8314536682608473,4.548423474919618,1.2441256208345877,Iris-versicolor
+95,7.725530884244383,2.597955647366003,6.9,2.3055369726808794,Iris-virginica
+96,7.72213022086857,2.60815989207478,6.9,2.314456101778029,Iris-virginica
+97,6.7060274573916665,2.5022193763193457,5.810109004679673,1.802424123434876,Iris-virginica
+98,5.13418530528536,2.5832219647052503,3.620763025844882,1.2778569551678527,Iris-versicolor
+99,7.738474783184816,2.62661957695427,6.9,2.300264650615728,Iris-virginica
+100,5.8083277081342395,2.8179875320177503,5.125208726225671,2.3997765631389383,Iris-virginica
+101,6.00395848308065,3.4011381544225006,4.528006507515497,1.5990819567250334,Iris-versicolor
+102,7.7001693914365745,3.0,6.09600200106215,2.287535341098945,Iris-virginica
+103,5.983326044466074,3.404049103649889,4.487686916279272,1.597813170716363,Iris-versicolor
+104,7.610183052613019,3.0,6.584550414529951,2.10234498470378,Iris-virginica
+105,4.798529049724452,3.0,1.394835701336395,0.3075325262458025,Iris-setosa
+106,6.907063795126837,3.2105887203136736,5.732106085630158,2.298518746470768,Iris-virginica
+107,5.233596502864418,2.6513500334328857,3.887466234294252,1.3752861150457953,Iris-versicolor
+108,7.727728294001684,2.5778665979302104,6.9,2.3058486212129496,Iris-virginica
+109,6.006268979327979,2.902629767994376,4.45848713742897,1.5135776070014786,Iris-versicolor
+110,5.790077866925707,2.8013116455129228,5.161764879975642,2.4122594854857957,Iris-virginica
+111,6.264214583611064,2.7558432599498013,4.854693982739708,1.8081139564663875,Iris-virginica
+112,5.6156433188466455,2.9157479579299492,3.5997276033570635,1.312400693524017,Iris-versicolor
+113,5.691489687857905,2.873792378645435,4.04893240438174,1.1571620101818998,Iris-versicolor
+114,5.647987091046291,3.0,4.525120362686227,1.5002799686862966,Iris-versicolor
+115,5.100819117216151,3.525195928433475,1.400832667591798,0.20297905723968346,Iris-setosa
+116,4.818228249662201,3.4029559463930994,1.9475740445878607,0.19973200432086582,Iris-setosa
+117,7.702362499343738,2.605737506074461,6.9,2.2765248374199123,Iris-virginica
+118,6.046428039834875,2.9074709097692346,4.650591214202669,1.4324340704180751,Iris-versicolor
+119,7.267613224389338,3.1842488773779474,6.017987531519618,1.791439290603466,Iris-virginica

iris/tab_ddpm/8_0/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/13/train.csv

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

iris/tab_ddpm/8_0/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.536776611816873,2.424219816058403,3.7424473788380817,1.0123586169696699,Iris-versicolor
+1,6.08959801477257,2.80410561980525,4.695375935651442,1.202776239252613,Iris-versicolor
+2,5.952709482335399,2.7898844073216154,4.6198417830682095,1.215306274506224,Iris-versicolor
+3,4.978609516058646,2.0,3.2034623287423436,0.978838858910892,Iris-versicolor
+4,5.5859914479218435,2.881392399960305,3.3134798657151676,1.3016287981941426,Iris-versicolor
+5,4.588459012033398,3.6114288577844347,1.0,0.201306656787118,Iris-setosa
+6,7.0741808105663795,3.207243153403914,5.951778709417505,1.8708582655893344,Iris-virginica
+7,6.117334935436322,2.6019773950408536,5.578235280228504,1.4147562249196886,Iris-virginica
+8,4.5852836845674405,3.1325241305672824,1.459804853214051,0.19750407219684057,Iris-setosa
+9,5.06888636542089,3.5518248229826748,1.3970100576873485,0.20153422035480426,Iris-setosa
+10,7.612016520927635,3.0,6.607644985759965,2.1086878910377687,Iris-virginica
+11,6.3046133637631545,2.705555221207444,4.906408898034522,1.7834804103245574,Iris-virginica
+12,5.693187898239739,3.0,4.1765945834005915,1.179650105232388,Iris-versicolor
+13,4.996733341937104,3.0,1.6474935277747005,0.20218733004376638,Iris-setosa
+14,5.00966132730239,2.0000006456521917,3.5753146442414816,0.9226445419112357,Iris-versicolor
+15,4.394377318722967,2.8951568946457074,1.399345377617603,0.19335342235464514,Iris-setosa
+16,7.606994864930908,3.0,6.595069860824883,2.095555812933518,Iris-virginica
+17,5.769593707123421,2.7217086997989703,4.017513372150458,1.0178820859139646,Iris-versicolor
+18,6.513272279850769,3.2093657153049406,5.083559771701166,2.0147656321928262,Iris-virginica
+19,6.802909476809689,3.200821322293244,5.9030279986456184,2.289327968892284,Iris-virginica
+20,6.2081456474120165,3.401752600605328,5.40914834694669,2.292641611086364,Iris-virginica
+21,5.144541255150926,2.50036162617143,3.1620438522842904,1.124933754284233,Iris-versicolor
+22,6.102237604867968,2.8117128580390873,4.701200088522518,1.210748148855076,Iris-versicolor
+23,6.736142515911478,3.1092378536827616,4.723912851172357,1.511700078603516,Iris-versicolor
+24,5.383619046058414,3.402108104120629,1.5127739585153672,0.4209218075516551,Iris-setosa
+25,6.1682588859020235,2.2165408079125597,4.434992968588265,1.4291163252568948,Iris-versicolor
+26,6.411430698922278,3.194363936878845,5.28527074933183,2.3016973868462807,Iris-virginica
+27,6.028290190668656,2.9063760288959477,4.603799329071176,1.4517596523696423,Iris-versicolor
+28,6.794341284504595,3.192795619421039,5.958833903962792,2.2798981478013953,Iris-virginica
+29,6.102504449062187,2.8269576842246136,4.708063032892113,1.240665718817205,Iris-versicolor
+30,6.48311906122824,3.0,5.805396514199156,2.2152477033427416,Iris-virginica
+31,6.7218826871848005,2.5075038286440274,5.853723207976545,1.812220998058451,Iris-virginica
+32,6.301436687768785,2.5053529127908396,5.00157857931573,1.887138909965284,Iris-virginica
+33,6.304176707869593,2.7242428441714255,4.819201008807198,1.808008512541592,Iris-virginica
+34,4.402047227458875,3.211464446620964,1.3041387111524068,0.19924151881695695,Iris-setosa
+35,6.0122869946024755,2.1904739064559053,3.9565262348560433,0.9873671503096295,Iris-versicolor
+36,6.32845552270053,3.292995480887528,4.702413065925899,1.600721287487989,Iris-versicolor
+37,6.528300949952098,2.8140261035359315,4.624077554474029,1.5171016285874963,Iris-versicolor
+38,6.8550442299680014,3.209905399974665,5.75249159700988,2.3020869252429748,Iris-virginica
+39,6.21488898200234,3.304671607556104,5.9968859703068835,2.5,Iris-virginica
+40,4.641542738967752,3.1483870642075487,1.46495154749661,0.19791453277922783,Iris-setosa
+41,6.7619295500702465,3.0,6.047313724367704,1.8361129325750314,Iris-virginica
+42,4.779540314615671,3.3941116196997876,2.1758045711360636,0.19812968370470013,Iris-setosa
+43,6.24706778584976,2.4693077751080157,5.000212928673278,1.8788816738129794,Iris-virginica
+44,5.687338866323265,3.7907796649531003,1.644564742451779,0.2950097107909845,Iris-setosa
+45,5.567644636304834,2.4785978177350554,3.8416765477896946,1.0528649563671801,Iris-versicolor
+46,5.541193971471098,2.50164857989851,3.9944604299013884,1.247722627098824,Iris-versicolor
+47,6.514716631831993,3.0,5.79822277947345,2.1897309957952817,Iris-virginica
+48,6.303352406513787,2.686167571205017,4.919093227514871,1.789826791987899,Iris-virginica
+49,4.986800998248481,2.0000004758598635,3.3993220403606097,1.0098070002619859,Iris-versicolor
+50,5.046405288384857,3.513047963936321,1.395875980640807,0.19988110900486583,Iris-setosa
+51,4.39528723231673,3.2206065351668602,1.3075754370676862,0.2006875606837405,Iris-setosa
+52,5.467968244896026,2.436125157919598,3.741198285372895,1.0261810778707696,Iris-versicolor
+53,6.10394413395398,2.813952798500354,4.682033090748233,1.195481615280601,Iris-versicolor
+54,4.802037823174584,3.407907120056234,1.739744981158367,0.19457688010450364,Iris-setosa
+55,5.474996982096608,4.2,1.4160930863181882,0.19877527304789316,Iris-setosa
+56,6.049516784396479,2.7914796061259914,4.660217774125087,1.157165187860653,Iris-versicolor
+57,6.69948613630908,2.4978407051071922,5.824786202590973,1.8168207572391502,Iris-virginica
+58,5.005878891967981,3.54007766314704,1.4045435351978273,0.19937657659841956,Iris-setosa
+59,5.386292165785182,3.4075144300593156,1.5222413781823838,0.36986928765131094,Iris-setosa
+60,7.158195567736083,3.1808936606482785,5.983119979627056,1.7908799707818546,Iris-virginica
+61,6.2494529048022445,2.7638457066718694,4.8300605102286855,1.8028864594399758,Iris-virginica
+62,6.6862929968371585,3.10965253194775,4.716976276948241,1.4937684846269261,Iris-versicolor
+63,5.470304266841572,3.0,4.465983847735255,1.5050748380858558,Iris-versicolor
+64,5.949404085180266,3.261351727257524,4.752085466881147,1.7788521840087583,Iris-versicolor
+65,5.796188339514912,2.6923961335986455,4.081294666906629,0.9912974700607612,Iris-versicolor
+66,6.468230626419002,3.0,5.745191737823593,2.2081027825867974,Iris-virginica
+67,6.237404142119271,3.3912863831604305,5.460975417438967,2.311254766093517,Iris-virginica
+68,5.482956105820979,2.503918745525677,3.9857759793970313,1.3037089223633245,Iris-versicolor
+69,6.3347083520793825,3.300936210133019,5.973898746575363,2.5,Iris-virginica
+70,7.696800301195374,2.5990899038537196,6.899998999855004,2.296881324306828,Iris-virginica
+71,5.538566730793698,2.4358579092963932,3.793493733119852,1.0763779752071063,Iris-versicolor
+72,4.979605343789323,2.0,3.3632720340565196,1.0181718485487365,Iris-versicolor
+73,6.566459337669035,3.0,4.457709945071654,1.4274983549947782,Iris-versicolor
+74,7.7346434388992105,2.5865292576501435,6.899999016337378,2.3160107788216573,Iris-virginica
+75,5.126425164615578,2.503887968683936,2.94554871625541,1.1138580811455423,Iris-versicolor
+76,4.410350361372599,2.9087244824004537,1.4113952951873543,0.19811809198985147,Iris-setosa
+77,4.489688431357543,3.191576785896826,1.354800942703943,0.20006074285587844,Iris-setosa
+78,4.3,3.0,1.1004304850448006,0.1,Iris-setosa
+79,7.696405330954212,3.0,6.125884337962885,2.3003287271814328,Iris-virginica
+80,5.001134155700306,3.66711781969985,1.4019947408070208,0.20409501678993366,Iris-setosa
+81,4.584400770542944,3.607905431084198,1.0,0.2030022954635776,Iris-setosa
+82,5.607053032765421,2.895930466590008,3.635537292179176,1.30416019071111,Iris-versicolor
+83,6.500097065192724,3.1933846102885166,5.097716911737702,2.0058366203576528,Iris-virginica
+84,4.916420802852929,3.0973456804728445,1.5219664591876643,0.10000010606152507,Iris-setosa
+85,5.7198632582207045,3.0,4.24717944012304,1.2837447357907168,Iris-versicolor
+86,7.581965333427965,3.0,6.571350167143998,2.1127614518412092,Iris-virginica
+87,4.861352163465397,3.0,1.429496245557923,0.1,Iris-setosa
+88,4.3,3.0,1.109840033301092,0.10000010330017642,Iris-setosa
+89,5.654434797648406,3.0,4.496537552818755,1.5191802303328616,Iris-versicolor
+90,6.01856551919956,2.1929759156947064,4.959630503418605,1.5084654699474471,Iris-virginica
+91,6.2494414353142025,3.307554468104295,5.984658910149695,2.4999997871558746,Iris-virginica
+92,4.995760251527822,2.0,3.1869737680586523,1.0091711877571725,Iris-versicolor
+93,4.3,3.0,1.1023916216035752,0.1,Iris-setosa
+94,6.079478262429793,2.9286301224783777,4.619052832085038,1.4919138819560644,Iris-versicolor
+95,5.029662935050493,3.4090418540828558,1.7901145737206026,0.3485649728741652,Iris-setosa
+96,6.236224702305391,2.1847765842608453,4.5135428782321005,1.494437410467001,Iris-versicolor
+97,7.702975135891728,2.622456442976516,6.9,2.307845076753323,Iris-virginica
+98,6.055794633622821,2.8335555705567517,4.699300808390271,1.305898644993257,Iris-versicolor
+99,7.612673232263664,3.0,6.6057193925480275,2.077175773342013,Iris-virginica
+100,4.905918158176515,3.1366350160726553,1.5138558534917719,0.1,Iris-setosa
+101,5.107858231967852,3.787417844832489,1.6654096200633013,0.20006255445445906,Iris-setosa
+102,5.191708488640115,3.396310725848601,1.3991373958110156,0.19652904006990868,Iris-setosa
+103,6.017442301775113,3.398417910384005,4.50684055026502,1.5965474996903593,Iris-versicolor
+104,6.437410361364813,3.194814219195825,5.234443797909297,2.2396402858612356,Iris-virginica
+105,6.500967766733553,3.0,5.773857048689562,2.2099055864950046,Iris-virginica
+106,4.4011931514920795,2.8984619041360427,1.3743069035668398,0.2018742420402006,Iris-setosa
+107,4.800759684308353,3.405404860623747,1.6087675986413421,0.19955574813762333,Iris-setosa
+108,5.290338989173887,2.594895895874183,3.8834500475016993,1.343231227923415,Iris-versicolor
+109,6.007254736832235,3.3921014845072257,4.497707896529217,1.6009480185356537,Iris-versicolor
+110,5.7165122675162765,2.930892980927294,4.0829769950626,1.2176611277350613,Iris-versicolor
+111,7.537846957503072,3.0,6.576522550396685,2.109905498323547,Iris-virginica
+112,6.968998926646471,3.1169971660999227,5.157828710209929,2.304316053136954,Iris-virginica
+113,4.583050421409558,3.20549066641537,1.3927963575062026,0.19598377590265675,Iris-setosa
+114,5.0182210169565025,3.583379687358804,1.3945503640627757,0.20256032934078805,Iris-setosa
+115,5.148139513745806,2.676348539222204,3.8562822240313612,1.395408120513018,Iris-versicolor
+116,4.813678045808147,3.4000982648831393,1.945138028549454,0.20003056486416854,Iris-setosa
+117,4.3,3.0,1.091050242648522,0.1,Iris-setosa
+118,6.947382591162426,3.163575745358478,5.538125878606916,2.3063159222104375,Iris-virginica
+119,5.806671196227669,2.8037446119517977,5.087158247665654,2.407691093687881,Iris-virginica

iris/tab_ddpm/8_0/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/14/train.csv

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

iris/tab_ddpm/8_0/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.709355137163989,2.799220584603586,4.5119155776388045,1.2984098104267405,Iris-versicolor
+1,5.815305965508527,2.8596439747660485,4.405395288821954,1.4138057565084652,Iris-versicolor
+2,5.597332886821851,3.0,4.4986887337931325,1.5090552497628305,Iris-versicolor
+3,4.999877930484959,2.0,3.5924658224662562,0.966551714290863,Iris-versicolor
+4,4.3,3.0,1.0934080134349975,0.1,Iris-setosa
+5,5.484345235066527,2.49458560941196,4.021821487398297,1.3008979837966812,Iris-versicolor
+6,5.960719687396607,2.9154213403295324,4.525072526582308,1.5100949643508201,Iris-versicolor
+7,4.979017350589088,2.0,3.3413382742917577,0.9969548072817119,Iris-versicolor
+8,6.913281165345053,3.1086369592747665,5.169226729297256,2.2933654420957232,Iris-virginica
+9,7.698375984210499,2.585350210586317,6.9,2.295060893345858,Iris-virginica
+10,5.462874192620845,3.0,4.494938760162748,1.5096075365482893,Iris-versicolor
+11,6.474604906278962,3.1987004819199543,5.084719078360788,2.016136513485878,Iris-virginica
+12,4.3,3.0,1.096276280884263,0.1,Iris-setosa
+13,7.683464979568944,3.0,6.156352106419815,2.26597630312261,Iris-virginica
+14,7.899998521816755,3.746508062733108,6.43947479395721,1.9750883409525815,Iris-virginica
+15,5.001116977717463,3.641587159027539,1.3823395805644711,0.2006117971013518,Iris-setosa
+16,4.997825790828346,2.0,3.43114058388828,0.9343404101071163,Iris-versicolor
+17,5.619152004943569,2.9031169425411094,3.594316769832382,1.3137046952083935,Iris-versicolor
+18,6.138094859366478,2.6004640377843797,5.594694407159963,1.4254318312194518,Iris-virginica
+19,4.853500711310288,3.0,1.4399076861387603,0.1000000980202242,Iris-setosa
+20,5.682758813518565,3.7944543703952243,1.8411709444356577,0.382999263836827,Iris-setosa
+21,5.893594987050414,3.2026214768279027,4.787372767102916,1.7918841753790513,Iris-versicolor
+22,5.680756329585151,2.5589197457873416,3.8944429073934352,1.0952768092531724,Iris-versicolor
+23,7.9,3.7874606317519133,6.425399035732903,1.9968086452026135,Iris-virginica
+24,6.296726618676141,2.665916689311267,4.905782356122127,1.7859697853715466,Iris-virginica
+25,6.006486980231361,2.186981045707798,3.9263124976369776,1.0266572400181728,Iris-versicolor
+26,4.584576188999809,3.1131032121588387,1.4921594432440113,0.1965494496603899,Iris-setosa
+27,5.898321761729512,3.201165002184249,4.818953345665605,1.7988040010725546,Iris-versicolor
+28,6.314874979826523,3.369754075352605,5.518437516116892,2.3699510159812087,Iris-virginica
+29,5.87517309661562,3.205958168328672,4.755360375553836,1.8130501285715208,Iris-versicolor
+30,6.700284565438068,3.0,4.993061550883726,1.6881082593263872,Iris-versicolor
+31,4.797378749682597,3.0,1.4094278409418801,0.27713128962157835,Iris-setosa
+32,5.390198229413877,3.9162157691956274,1.2786264759970463,0.39441114782529324,Iris-setosa
+33,4.880817492226445,3.0957777422361623,1.4831700710344933,0.10000013074117431,Iris-setosa
+34,6.31123731053966,2.4834137308690156,5.014786011548621,1.9166802604682307,Iris-virginica
+35,4.5891241574390405,3.6005633480683366,1.0000004300196699,0.19700681750525342,Iris-setosa
+36,4.783470794779932,3.0,1.3808209532642683,0.1,Iris-setosa
+37,7.222195317811631,3.1970866780568836,6.040439498395561,1.7903589493951282,Iris-virginica
+38,5.166642237019509,2.6789136968352723,3.898938555967415,1.4181219363178639,Iris-versicolor
+39,7.196591178344227,3.1936620448369744,5.967654806863817,1.8057639767447378,Iris-virginica
+40,4.7738202920503525,3.0,1.514562517683308,0.2055594643567971,Iris-setosa
+41,4.990169793796879,2.0,3.6896754117960238,1.0194322373155043,Iris-versicolor
+42,6.174415519718162,3.3362326990547637,4.6517150736214985,1.6033554957480973,Iris-versicolor
+43,7.718731252158411,2.612891439005797,6.9,2.2971316962692496,Iris-virginica
+44,6.702491283307891,2.5089033036241135,5.846531968160704,1.808141838404249,Iris-virginica
+45,6.854852885053011,3.1562632385808147,5.512145416391252,2.3013987351574006,Iris-virginica
+46,5.80127409512649,2.8014717564414915,4.279739374890817,1.1981908901916922,Iris-versicolor
+47,6.210775932621402,3.398319659064425,5.429072849327141,2.3059106290160067,Iris-virginica
+48,6.85583990738939,3.1181887413291545,5.192152094483873,2.2941387209214965,Iris-virginica
+49,4.987922515707988,2.0,3.5326965193147575,0.9317608449463811,Iris-versicolor
+50,7.6928232981509135,2.618714300076546,6.8999990084223874,2.304226107183802,Iris-virginica
+51,5.588246596167777,2.475256944552008,3.9181069735160365,1.1224004261527933,Iris-versicolor
+52,5.219680732111299,3.4014499705222394,1.395480074169776,0.19862267117932925,Iris-setosa
+53,7.709404197778612,2.6014158495637387,6.9,2.3047294163259657,Iris-virginica
+54,5.4820038835833405,4.2,1.3890371527945278,0.1965432483501237,Iris-setosa
+55,4.6209477401894015,3.2096310381667177,1.4003855448329632,0.19917603311434728,Iris-setosa
+56,6.706210862086578,3.1211090342615555,4.6958477746309875,1.4993209926502422,Iris-versicolor
+57,5.158292243927926,3.4102041705411636,1.4119602730515048,0.2006335916424506,Iris-setosa
+58,5.981849453937143,2.2164692169443896,4.0901207401930515,1.037209143813096,Iris-versicolor
+59,5.804551211412983,2.8012815468512047,5.099180657587361,2.40160284329511,Iris-virginica
+60,5.786991419871312,2.69473940488403,4.089668945972558,0.9955040314517597,Iris-versicolor
+61,4.899015700082588,3.1025499853471517,1.5102794785379352,0.10000011101678583,Iris-setosa
+62,5.884477142872798,2.7337345280340606,5.055713841553799,1.889893926028515,Iris-virginica
+63,6.8552257843617666,3.1784623550636537,5.804431602230774,2.306346345671306,Iris-virginica
+64,5.807825997499564,2.6922803395450328,5.109212200616303,1.9102781204143793,Iris-virginica
+65,6.198010124541305,2.784457357257983,4.776342837667554,1.8160618043662955,Iris-virginica
+66,7.707737420669885,3.0,6.114500972060174,2.288872240793135,Iris-virginica
+67,6.1861197147014355,3.3912713867729205,5.373876246647656,2.2910614377395304,Iris-virginica
+68,5.0118690588892205,3.0,1.6553354922019783,0.19935009809786397,Iris-setosa
+69,6.027998805594105,3.3892400435059393,4.550133132064002,1.612463494327515,Iris-versicolor
+70,6.597005318348683,3.0,4.378326472668279,1.3985830439753952,Iris-versicolor
+71,6.123378970497863,2.833868544551049,4.72530198658508,1.2807530347570135,Iris-versicolor
+72,6.236517048593609,3.3998418456667343,5.475358585850948,2.3238006519542345,Iris-virginica
+73,5.541615480994395,2.4533297875835545,3.8277925026646433,1.130588067516905,Iris-versicolor
+74,6.918689335938389,3.1939156786834366,5.714164877797604,2.3026309594643273,Iris-virginica
+75,6.891736402171984,3.2055247418475825,5.7604753708741105,2.301205062729615,Iris-virginica
+76,4.398252278319023,3.2079149156835873,1.301848988542481,0.20457381538900796,Iris-setosa
+77,6.007932990351867,3.3981602670643127,4.519234708556503,1.6044275637511203,Iris-versicolor
+78,7.677619224817306,2.5873990784206136,6.9,2.310242889274237,Iris-virginica
+79,6.699112919280072,3.0,4.844945366740076,1.600940789893045,Iris-versicolor
+80,6.622419094278254,3.0,4.510431179212683,1.4381591404923393,Iris-versicolor
+81,6.710056797137477,2.5000119035397703,5.798770150933808,1.8078034278483974,Iris-virginica
+82,6.857699618320223,3.112523535959205,5.107586520672975,2.3004231660131294,Iris-virginica
+83,4.995949017847247,2.0,3.169054935994768,0.9550141974835318,Iris-versicolor
+84,5.453425351963229,3.0,4.510942451015399,1.5051626080611469,Iris-versicolor
+85,6.307944437181602,3.3973288076949095,5.594112782217937,2.3834353847190575,Iris-virginica
+86,6.217701016210628,3.3972046002574654,5.387715557256089,2.3098906867063254,Iris-virginica
+87,5.459298192305429,4.199999011007813,1.3808038585195652,0.19917202219487995,Iris-setosa
+88,7.700020714977356,2.8530133549139847,6.6876830865796375,2.0204886534210114,Iris-virginica
+89,6.061865456639875,2.899009174987952,4.6170128157390735,1.4825736159789715,Iris-versicolor
+90,6.6975856163642105,3.0,4.992438731787093,1.6986570957105758,Iris-versicolor
+91,6.4906341795329965,3.0,5.787992643289739,2.1852094166462757,Iris-virginica
+92,5.417818998398812,3.912325747742966,1.3027303545757534,0.4103452834447261,Iris-setosa
+93,6.445539529605368,3.2136589332083285,5.183583849195214,2.198223929272156,Iris-virginica
+94,4.601148165270657,3.6433947426791145,1.000000440234213,0.20197381967689804,Iris-setosa
+95,5.488137276126154,4.199999201147676,1.4139455735718685,0.1992892183690837,Iris-setosa
+96,4.815511593244143,3.394112132401164,1.5921977616431038,0.20283574466210205,Iris-setosa
+97,6.119744894135304,2.221292721750361,4.3526933178356995,1.3813184453463851,Iris-versicolor
+98,5.4842995332216375,4.19999919631458,1.3938632159864188,0.20260042612513957,Iris-setosa
+99,4.407245451476649,3.1018824217756977,1.351651023477865,0.20167430958816218,Iris-setosa
+100,6.285579308648998,2.7221653327890376,4.904042997204078,1.7977500629572916,Iris-virginica
+101,5.700672216939416,2.8584857337588154,3.938373646900661,1.2418801222947642,Iris-versicolor
+102,6.244085815738615,2.195965657749903,4.500904479797211,1.4943823784070558,Iris-versicolor
+103,5.448257005097486,3.0,4.473145443684366,1.4896175756810783,Iris-versicolor
+104,5.485893619672367,4.199999127447116,1.4004535037265455,0.19380401811246228,Iris-setosa
+105,6.548839575826178,2.802553342656795,4.6465866882005615,1.50635702435349,Iris-versicolor
+106,6.791443889026822,3.198832032032249,5.819708507402913,2.3006808717528235,Iris-virginica
+107,4.577413221081822,3.6521617163351956,1.0,0.200973159761702,Iris-setosa
+108,5.707725058585931,2.603720734252128,4.051400658052801,1.0992693043264374,Iris-versicolor
+109,6.7864504564038945,3.204890042411092,5.897961655661199,2.3031267613523343,Iris-virginica
+110,6.555130155889553,2.788040155321907,4.610207222899991,1.477299579415772,Iris-versicolor
+111,7.7018694251476125,2.6006131095490863,6.9,2.306966027939972,Iris-virginica
+112,7.663827692029274,2.801523436633913,6.683861213499519,2.039078116749531,Iris-virginica
+113,6.002095563122862,3.402459670001844,4.524666804223507,1.6057909027931676,Iris-versicolor
+114,5.610267451002274,2.5024458269240633,3.974116566818718,1.080891559455058,Iris-versicolor
+115,6.002827184816392,2.173508495288053,3.966099263099865,0.9651751710063509,Iris-versicolor
+116,6.960286716634016,3.0820239973842667,5.155777160001571,2.303828070496902,Iris-virginica
+117,6.098572829867956,2.597582534162214,5.62252902883281,1.3909931651713672,Iris-virginica
+118,5.042722295704431,3.3950840287661053,1.598773091896453,0.45276160601882764,Iris-setosa
+119,4.803041386335479,3.0,1.402280038794002,0.2985733205225489,Iris-setosa

iris/tab_ddpm/8_0/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/15/train.csv

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

iris/tab_ddpm/8_0/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.566599946421445,3.066018035916366,1.4754913274244346,0.19627979573539514,Iris-setosa
+1,5.479735944789255,3.0,4.4770329050847515,1.5120110296152942,Iris-versicolor
+2,6.867329947570638,3.2090627577253716,5.784386919767605,2.305650863681745,Iris-virginica
+3,6.527139864384311,2.965746562444036,4.426344129608424,1.4311730244504337,Iris-versicolor
+4,6.619274496159349,3.138943578370717,5.419662026611712,2.1211203592412606,Iris-virginica
+5,6.088946572326398,2.6043966163071337,5.5985195286534255,1.409272366117614,Iris-virginica
+6,6.687028509645166,3.115143542207288,4.71326721411313,1.5013667649594786,Iris-versicolor
+7,5.954705812224485,2.178240473523115,3.98214987814486,1.00418910758754,Iris-versicolor
+8,4.58298415997189,3.6407539283053003,1.0,0.20848489651209529,Iris-setosa
+9,4.6031332340242095,3.5877717368645703,1.0,0.2039304810302182,Iris-setosa
+10,5.113714023040012,2.5140224558174187,3.035163261740217,1.1053148643181352,Iris-versicolor
+11,6.218031861022538,2.7794769564315334,4.821943288166362,1.7859122938979097,Iris-virginica
+12,5.825819943329342,2.7105474210615323,5.0763767177525745,1.8944882988586147,Iris-virginica
+13,5.513617886362547,3.0,4.489503331314374,1.485260185140086,Iris-versicolor
+14,5.11084829890797,2.460367936247374,2.9040143306002606,1.0606116502604124,Iris-versicolor
+15,4.818177319166242,3.4015411008803174,1.6802780342998742,0.19906225974760272,Iris-setosa
+16,5.605859632995681,2.9082075468898885,3.6018479117449043,1.2843465579681557,Iris-versicolor
+17,6.1812338459477125,2.7619877935405044,4.845255503233246,1.7951339119504994,Iris-virginica
+18,5.604892065474605,2.9019647880332964,3.645993326128337,1.2949249135236194,Iris-versicolor
+19,4.584874393126085,3.2084684123524174,1.4409806573691832,0.19807824609627447,Iris-setosa
+20,5.540279077201002,2.420479361964725,3.731819565751109,1.0496080586813132,Iris-versicolor
+21,5.511543130487485,2.419064998254793,3.7448091654618474,0.9955489825289314,Iris-versicolor
+22,4.996658603129531,3.3984380188264476,1.5936177740949224,0.41831063893784953,Iris-setosa
+23,7.70012428028665,2.603140708514704,6.9,2.3009275383108148,Iris-virginica
+24,4.300000552148246,3.0,1.0979817969511265,0.1,Iris-setosa
+25,5.482785456991382,2.51527501353293,3.9442355871349757,1.2975787954419107,Iris-versicolor
+26,4.806758158704393,3.399071576873476,1.7220103250312508,0.19907478903740639,Iris-setosa
+27,6.638798926126281,3.0,4.4461983037726975,1.40393144673194,Iris-versicolor
+28,4.624131733816223,3.120474681873009,1.4692043491132833,0.1944648677632393,Iris-setosa
+29,6.4408426195303745,3.1687899082426587,5.215160930424641,2.1427177641556407,Iris-virginica
+30,6.416193186289602,3.205362684409552,5.310278107177754,2.3017803412147715,Iris-virginica
+31,4.789550712160772,3.399249610532635,1.8518605664651413,0.2031399416452035,Iris-setosa
+32,4.300000452183598,3.0,1.0975875940397493,0.1,Iris-setosa
+33,7.684206471858276,2.5999201361771695,6.899998997304971,2.2778391623611274,Iris-virginica
+34,6.4358931164207185,3.194588154919151,5.164455630826474,2.0727517369205053,Iris-virginica
+35,5.710499966573785,2.855948485905564,4.215657301920598,1.2323745195608014,Iris-versicolor
+36,6.288428871673256,2.684607803074751,4.894678481047503,1.777713334389905,Iris-virginica
+37,4.587204630500412,3.6246378840092057,1.0,0.19975837927355738,Iris-setosa
+38,4.758881516420666,3.0,1.382365432580358,0.10000009173520788,Iris-setosa
+39,5.262311635811954,2.623863561357056,3.924121230583515,1.3795448792603318,Iris-versicolor
+40,5.490129268950972,2.4818200284243708,4.000683840722706,1.3002166070717893,Iris-versicolor
+41,5.6529379641684425,2.8801405664860162,3.8523202484156585,1.2853889075158629,Iris-versicolor
+42,6.219428027188136,2.8591577655876788,5.37846084657486,2.0246013676043915,Iris-virginica
+43,7.707783641383683,2.5866832989148216,6.9,2.30151730446851,Iris-virginica
+44,7.9,3.7270312448316636,6.435137985753757,2.0378159705267533,Iris-virginica
+45,6.160988406806743,3.3475635225270963,4.6574709688873766,1.6099814619381805,Iris-versicolor
+46,7.899998841326386,3.805750058015242,6.475613911925684,1.985893955257685,Iris-virginica
+47,4.3,3.0,1.0959634515476067,0.1,Iris-setosa
+48,5.495361873671156,2.4964117510354984,3.98972085502726,1.2838291588420623,Iris-versicolor
+49,5.1149489896455655,3.2991131054607403,1.7103209375769588,0.5163684255230936,Iris-setosa
+50,7.677612806507566,2.5910497952753606,6.9,2.273397922893996,Iris-virginica
+51,6.213307919573311,2.7899191084857113,4.803867620888702,1.7873462416620167,Iris-virginica
+52,4.600177693495838,3.1383826153223744,1.442901130337977,0.19787468117325346,Iris-setosa
+53,6.204890578594918,2.7929634820028832,4.820614345906525,1.7927647021659634,Iris-virginica
+54,5.518941275821816,2.438118617904095,3.731783675121326,1.0181422104568598,Iris-versicolor
+55,6.714288122922389,3.0,5.020622493254322,1.7216623989667679,Iris-versicolor
+56,5.77006928834309,2.8018287182048685,4.4934372812579495,1.2862333370805101,Iris-versicolor
+57,5.98651175697645,3.404648788138415,4.519059579209975,1.5886755984185852,Iris-versicolor
+58,7.608062126866475,3.0,6.583088576749151,2.108315330067867,Iris-virginica
+59,6.182232645170297,3.3957598810333853,5.409466729576608,2.2976496437509404,Iris-virginica
+60,6.515780503736843,3.174487912273587,5.205998868290537,2.072613803746096,Iris-virginica
+61,5.4757972594774795,2.4676075964850215,3.7842137435676517,1.128331220892195,Iris-versicolor
+62,6.309311604125906,3.3028760108527737,5.987309446985668,2.4999998123632023,Iris-virginica
+63,5.793241828351337,2.7003506443146046,5.093632273292727,1.8882745466254176,Iris-virginica
+64,6.277791589477536,3.3940047949850536,5.578081999253868,2.4043940233271486,Iris-virginica
+65,6.184743135537221,2.2089466190631186,4.502276139255236,1.4558196954227862,Iris-versicolor
+66,5.187060977484769,3.4002784018368413,1.4020181551772821,0.19825382489165533,Iris-setosa
+67,6.281495707047227,3.2993645302331487,4.694096850343843,1.5859737077499734,Iris-versicolor
+68,6.222238405913096,2.810791570501634,4.758647053693365,1.7840892071851613,Iris-virginica
+69,6.576906320469127,2.5247385971896654,5.789513443671349,1.6710634254073653,Iris-virginica
+70,4.8046692657274646,3.399552313483132,1.675762457401713,0.20209680922637469,Iris-setosa
+71,6.196126009409512,3.324799142648168,6.090696666497036,2.5,Iris-virginica
+72,4.8050415736955205,3.4016087772404204,1.9689747919048748,0.1989626306416184,Iris-setosa
+73,5.986622119695419,2.214364800543791,3.989738414708735,1.030726364671446,Iris-versicolor
+74,5.565315628354967,2.4784843667811267,3.8905621811140554,1.1070638749809407,Iris-versicolor
+75,4.300000587203824,3.0,1.1071924762114649,0.10000010463407061,Iris-setosa
+76,5.875309026655528,2.805397242257027,5.106828608298169,2.4006448341848095,Iris-virginica
+77,5.21536930682186,3.422849514781871,1.4348528139965047,0.2092992121453199,Iris-setosa
+78,5.810253676877277,2.7021458111828283,5.106403482136025,1.8962184764186616,Iris-virginica
+79,5.800188993669054,2.696461658410848,5.077356381005557,1.8663740196251979,Iris-virginica
+80,5.505566295007586,2.481418812494227,3.795149729208206,1.1371732454637118,Iris-versicolor
+81,6.549094703780681,2.9607344960431132,4.533917603322372,1.4686419995593794,Iris-versicolor
+82,7.9,3.8326322435498974,6.386570319862838,1.9894445336364557,Iris-virginica
+83,4.614097789198828,3.1064068953580697,1.4580381326975174,0.20642779100256142,Iris-setosa
+84,5.401431255684691,3.907477910753292,1.2900924284781026,0.43360841592006505,Iris-setosa
+85,6.07925691816486,2.818630799236449,4.6966477337556425,1.247182140010203,Iris-versicolor
+86,6.048631400494595,2.9127197835754206,4.59159524553177,1.4588324404092965,Iris-versicolor
+87,5.428836521941967,3.4024114014558693,1.5100941760889766,0.4259827718582836,Iris-setosa
+88,5.796169801799053,2.7008959752446278,5.099589461290653,1.930353832944541,Iris-virginica
+89,4.630524425449197,3.5542342800000255,1.0000003761421874,0.20309731325491673,Iris-setosa
+90,6.3416548692527135,3.291017000308932,4.684135689695602,1.5832723284974073,Iris-versicolor
+91,4.3,3.0,1.0891307120587,0.1,Iris-setosa
+92,5.4736790464422,4.2,1.3974811598479866,0.19410347619731538,Iris-setosa
+93,5.681906194182472,3.0,4.213238719028852,1.193519239825552,Iris-versicolor
+94,6.881650545959014,3.199901301737347,5.852193787235563,2.3006213913362115,Iris-virginica
+95,5.998500049478197,3.408772821927555,4.526090558978197,1.6186902085286183,Iris-versicolor
+96,7.690788533294745,2.7958146506256765,6.691084387587866,1.996560243570945,Iris-virginica
+97,5.719728880486055,2.843913090088941,4.246250550668861,1.28225204699374,Iris-versicolor
+98,6.027013766362078,2.197795255290611,4.0112771257466635,0.8883870910652522,Iris-versicolor
+99,4.608844774065073,3.2052951700097756,1.3914090440820988,0.19993371829063605,Iris-setosa
+100,5.803241256965893,2.687777468044048,5.092384525542844,1.892749500547914,Iris-virginica
+101,5.578584726750729,2.4632610131497286,3.8515219900600095,1.1308041801699922,Iris-versicolor
+102,6.182794105704682,2.1950511587504318,4.477502410519866,1.4529892542831406,Iris-versicolor
+103,4.982660324098925,3.0,1.5998970051194847,0.19775955658194228,Iris-setosa
+104,4.916698296970033,3.0964230287715773,1.4784451618079912,0.1,Iris-setosa
+105,6.69449331958318,3.0,4.986768000591482,1.6912835649139184,Iris-versicolor
+106,6.084166184459065,2.8468835912710495,4.698444274664842,1.2367123646963873,Iris-versicolor
+107,5.920925128641313,3.1921764444328082,4.7785782504823064,1.765840950285091,Iris-versicolor
+108,6.640926441739839,3.0,4.459354733547709,1.4306942017979325,Iris-versicolor
+109,6.105143914113264,2.8261095263431737,4.717015767766345,1.2814535104960945,Iris-versicolor
+110,6.475644638139073,3.0,5.810593830874825,2.205304230365112,Iris-virginica
+111,5.653902137975794,2.788192297177574,4.46969343116954,1.301009010063085,Iris-versicolor
+112,6.277436254139393,3.3091867453837978,6.027977892941403,2.5,Iris-virginica
+113,6.191426101034827,3.403741349044752,5.50248622120376,2.3285126670384373,Iris-virginica
+114,4.401005641649019,2.9032221210708964,1.4087472331048454,0.19628085881507473,Iris-setosa
+115,5.4007124050678685,3.402131051624318,1.5173883928678473,0.42766779252587006,Iris-setosa
+116,5.2023727824533745,2.68300350510959,3.896053224504927,1.3905892016528578,Iris-versicolor
+117,6.888178847147686,3.2008231888320333,5.812460688956971,2.2969791347335846,Iris-virginica
+118,5.199198438841461,2.7229697272671096,3.9149367890020774,1.4068746987992693,Iris-versicolor
+119,6.173582284448589,2.870025638214106,4.560459034036356,1.4769750515785192,Iris-versicolor

iris/tab_ddpm/8_0/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/16/train.csv

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

iris/tab_ddpm/8_0/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.115483534397206,2.518696321965434,3.251752514783713,1.146443832316563,Iris-versicolor
+1,6.6928166785414,3.1118663896373864,4.720879551977119,1.493447546646026,Iris-versicolor
+2,4.993979185497168,3.4021066359615677,1.597192984305539,0.3757459911313136,Iris-setosa
+3,5.185355131912108,3.406881842642796,1.4042809619176373,0.20206647953003265,Iris-setosa
+4,7.179602567766202,3.2012855999164262,5.987906368313762,1.826285744421523,Iris-virginica
+5,4.592139814980918,3.6070710932683694,1.0000005517831307,0.19924004327217812,Iris-setosa
+6,5.520594369034245,2.4171434932329623,3.705028388553253,1.011646742914575,Iris-versicolor
+7,5.766905964340497,2.702254985015718,5.096792064480538,1.9043440471332038,Iris-virginica
+8,5.075588540792713,3.334460635736232,1.711287631107396,0.4745597163370422,Iris-setosa
+9,6.4920963896546455,3.0,5.786500322282775,2.19396661523459,Iris-virginica
+10,6.102800379347765,2.605169036932281,5.620677560647874,1.406750761461396,Iris-virginica
+11,6.28624367371305,3.290424236139278,6.063493320780116,2.499999801306584,Iris-virginica
+12,6.499330121578607,3.237671862111355,4.71067849147735,1.5512081778222058,Iris-versicolor
+13,6.523027970158046,3.199739176975047,5.10401501531257,1.9772516507386022,Iris-virginica
+14,6.833374725961461,3.2132732986595416,5.78459987247287,2.2726059531277265,Iris-virginica
+15,4.575215666602647,3.1370132497445162,1.4729057867208537,0.2002330306254513,Iris-setosa
+16,6.193113801325074,2.7758725756903124,4.854162591849306,1.801855405126732,Iris-virginica
+17,5.77613246538901,2.7937509264859397,5.098487959949802,2.408770845936135,Iris-virginica
+18,5.502228031296278,4.2,1.4101186110782227,0.20507050123497034,Iris-setosa
+19,5.218763803529826,2.707923098656575,3.9084544152859473,1.3967670472946088,Iris-versicolor
+20,6.507484778000716,3.2043910498364285,5.078120734639653,2.0057785935673302,Iris-virginica
+21,5.8185796634655205,2.816008018596284,5.1025737030723795,2.4028527144894984,Iris-virginica
+22,4.300000506066432,3.0,1.0989191025772962,0.10000011683311769,Iris-setosa
+23,4.5901280399729885,3.641175276874148,1.0,0.20101081880596708,Iris-setosa
+24,5.488232627030486,4.1999989302447425,1.400385238760444,0.20023476571414808,Iris-setosa
+25,5.817744820282381,2.8149740097637905,5.094608708138665,2.395694603643958,Iris-virginica
+26,5.041810105885622,3.519882464844039,1.403866063277461,0.2042791434402222,Iris-setosa
+27,5.198714218126752,3.3998577561910643,1.4036802511166393,0.19922357186257286,Iris-setosa
+28,5.9756282418189,3.4009063028922832,4.4535315892709555,1.5783418968431904,Iris-versicolor
+29,5.774507146992088,2.8164624654977493,4.5481325667957195,1.334326636052873,Iris-versicolor
+30,5.681270093076187,3.789649476056831,1.641455450867762,0.30401162510992097,Iris-setosa
+31,6.676563856492328,3.0,5.017007182864072,1.6959775162860657,Iris-versicolor
+32,5.205659192492128,3.398962701062267,1.4044155936633953,0.20015685819438667,Iris-setosa
+33,5.636067688458207,2.9277143698976182,3.77407739808234,1.3085649337426604,Iris-versicolor
+34,4.621868300976841,3.2073231369502033,1.4020140385176896,0.19958936795124105,Iris-setosa
+35,5.495436942416229,3.0,4.521292208319054,1.502405680153635,Iris-versicolor
+36,5.689477612358951,3.7842736678621587,1.598192974557794,0.2747196015751146,Iris-setosa
+37,6.70022244091003,3.1208610828186165,4.700485766300691,1.5038704066936712,Iris-versicolor
+38,6.31347448312773,3.292143157721827,4.676587509158699,1.5867177181180843,Iris-versicolor
+39,5.954043595175414,2.9491079483699782,4.535211769738832,1.5056043106578034,Iris-versicolor
+40,6.846886499046308,3.204115623402657,5.70596514992986,2.3042049521575305,Iris-virginica
+41,5.082378521482899,3.284425812032259,1.7324425814676316,0.42400938902688473,Iris-setosa
+42,7.738360473453761,2.5837986750579125,6.9,2.319098496991723,Iris-virginica
+43,5.038515600293659,3.5884633586579566,1.3917074964499552,0.20214236883462539,Iris-setosa
+44,5.004616754950234,3.0,1.5952659988675875,0.20177603187461948,Iris-setosa
+45,7.598382227585244,3.0,6.6152832705969,2.071635506609102,Iris-virginica
+46,4.78324732857794,3.4004339058098836,1.5891617302221561,0.19924215164603487,Iris-setosa
+47,6.105716358830362,2.8892147136098636,4.695110995522304,1.3618370936074828,Iris-versicolor
+48,4.8876530179822355,3.0830672090404723,1.4901707288187853,0.1,Iris-setosa
+49,4.599195505677564,3.5707290396465052,1.000000368201021,0.2000759780550879,Iris-setosa
+50,6.692874401850439,3.0980377294218684,4.672669135585257,1.502412650786044,Iris-versicolor
+51,6.005021028213025,2.190345472854608,4.9923393363089215,1.506873148832485,Iris-virginica
+52,5.114009347639213,2.5058489558066412,2.9535225966600924,1.1000810271259012,Iris-versicolor
+53,5.80749307475277,2.681817771579241,4.004378597537891,0.9077526401257883,Iris-versicolor
+54,5.488035728216159,4.2,1.4110897698042186,0.19741559148590004,Iris-setosa
+55,5.738404141697694,2.988708325750515,4.504809439745188,1.496640844472314,Iris-versicolor
+56,4.626643230380702,3.6104500326559386,1.0,0.20623223227322096,Iris-setosa
+57,5.0565607198072575,3.5383803579069557,1.405840856884249,0.20018685647239345,Iris-setosa
+58,5.518031360116299,3.0,4.499746151159516,1.4746038339573342,Iris-versicolor
+59,6.665928879501549,3.0,4.891025501141328,1.6390335910588127,Iris-versicolor
+60,6.716545067207481,3.0940800711529746,4.688022970087346,1.510996149396296,Iris-versicolor
+61,6.049080953716529,2.9084793522709154,4.611018355469784,1.4525946482024894,Iris-versicolor
+62,5.469214765476066,2.5182622930152068,3.948333130027396,1.262090024416192,Iris-versicolor
+63,6.697273525428001,3.098794559640103,4.709203428401785,1.5022456376103257,Iris-versicolor
+64,4.799784397145176,3.0,1.4001031208144321,0.3657402869555867,Iris-setosa
+65,5.685281627769666,3.7740926174048717,1.6523907603213654,0.30527647124753315,Iris-setosa
+66,5.770243567824051,2.2815326540285965,3.8838360265150387,1.0711994045941302,Iris-versicolor
+67,4.300000506070274,3.0,1.1008638855491932,0.1,Iris-setosa
+68,6.861218581889305,3.1837165019053613,5.359313583134952,2.3009508858000247,Iris-virginica
+69,4.792096088313757,3.0,1.4042944587336168,0.35785745948459535,Iris-setosa
+70,6.201961452033661,2.7981297841465804,4.818070825226007,1.800920992629654,Iris-virginica
+71,5.159826987488656,3.4423358774830843,1.3938987338229407,0.2024150928609367,Iris-setosa
+72,6.193101050917752,3.393872257157225,5.47472640490997,2.3075195573094636,Iris-virginica
+73,5.865665763553602,3.179380589393653,4.770163559225911,1.754927038833888,Iris-versicolor
+74,5.000130601750335,2.0,3.5514528417050233,1.0139795689019755,Iris-versicolor
+75,5.021810220013425,2.000000557188108,3.494637398984894,0.9003666493724312,Iris-versicolor
+76,4.824617978637785,3.0,1.3994995503528902,0.27299078752331074,Iris-setosa
+77,4.413387123129705,2.9115411025866336,1.4069701564862844,0.20025044207233597,Iris-setosa
+78,6.497148649034975,3.0,5.797781748503392,2.1857494558197814,Iris-virginica
+79,5.531951597062539,3.0,4.468524828071802,1.4956063526580738,Iris-versicolor
+80,7.203610248583355,3.2036551445629127,5.9542772065817635,1.7831733584411396,Iris-virginica
+81,5.395832760471986,3.0,4.488593888330223,1.4994089133227246,Iris-versicolor
+82,5.975305873979129,2.192946805016736,4.9812310069254835,1.496543050091196,Iris-virginica
+83,5.884104840170362,3.198728545650491,4.802151483875206,1.7792426822063556,Iris-versicolor
+84,5.093819142617701,3.3059629164836517,1.6345610241924713,0.46778141433888204,Iris-setosa
+85,6.070171652918671,2.567224740132077,5.605413156933508,1.4276795231347879,Iris-virginica
+86,5.391636019977861,3.0,4.464638725844449,1.5034739138705049,Iris-versicolor
+87,6.083563890748373,2.9126029155858855,4.699922639416353,1.4110508320223427,Iris-versicolor
+88,7.235227896429821,3.1625523702549003,6.101983105569779,1.8168428956834257,Iris-virginica
+89,7.6935859163795985,2.8644405689769825,6.669411992566638,2.016084289770718,Iris-virginica
+90,4.398296715952333,3.2058475079434894,1.3177424264606283,0.2024003413715915,Iris-setosa
+91,4.818884418774789,3.3970639500562143,1.8120160761026494,0.19883681793140034,Iris-setosa
+92,5.685027753083974,2.8874655181854507,4.15475820848064,1.2822726640722524,Iris-versicolor
+93,6.843101942577802,3.0805422891372225,5.083799661666536,2.294778945831472,Iris-virginica
+94,4.981586194681769,3.0,1.5859791482645313,0.20013822966095876,Iris-setosa
+95,4.799820709384262,3.4029202412226294,1.647311912582,0.20066493475518912,Iris-setosa
+96,6.349021498981507,2.666381088272051,4.910634581887307,1.789201402583547,Iris-virginica
+97,6.485880132793834,2.796718775907535,4.619174428218357,1.4871651388754707,Iris-versicolor
+98,5.499100586347894,2.502289030131959,3.9760094860113693,1.2974297414390594,Iris-versicolor
+99,6.3243889790663355,2.6014677279291316,4.96278423276547,1.836039038490981,Iris-virginica
+100,5.791191452696687,2.8079070184386694,5.1367388429193594,2.4056254460056565,Iris-virginica
+101,6.118399271527934,2.60080791330278,5.627009908382628,1.3988332542918278,Iris-virginica
+102,5.510821650054146,4.199998876202029,1.394203187362677,0.20398089236661898,Iris-setosa
+103,7.717091985764173,2.7802499524527557,6.718320095190238,2.0097469458938835,Iris-virginica
+104,6.41078012858927,3.200235788009286,5.3523462394117125,2.3037039270310644,Iris-virginica
+105,6.296425886887011,3.3121004497403193,5.960272727448997,2.4999998057599773,Iris-virginica
+106,5.443239365915651,3.0,4.510379362323506,1.5159577391568508,Iris-versicolor
+107,7.899999007050197,3.812405273805198,6.403013150300983,2.042978441037882,Iris-virginica
+108,5.223983047230462,2.7060802607594314,3.9445856265511248,1.4011147277882077,Iris-versicolor
+109,5.15171053699643,2.539942634251511,3.604604883177285,1.2495708514896628,Iris-versicolor
+110,6.0011827865036675,2.1926853148703,4.994931840939724,1.4971201230585536,Iris-virginica
+111,4.3891600382739515,3.208010584127577,1.294102634123914,0.19935863577465102,Iris-setosa
+112,6.806377562663798,3.206427995134714,5.768352896256939,2.307556206150441,Iris-virginica
+113,5.413299221034399,3.0,4.499409302161272,1.5011129909402656,Iris-versicolor
+114,5.871979480104751,3.1741310408926826,4.7946319144792655,1.7688347788669005,Iris-versicolor
+115,5.364754174494131,3.4001297116691584,1.523374148383218,0.4145163218831458,Iris-setosa
+116,5.792380858979396,2.703302461763009,5.08643177605207,1.892966004096217,Iris-virginica
+117,5.02297170705988,2.000000550462213,3.3750673589781925,1.0217082342902037,Iris-versicolor
+118,6.856091271477434,3.2022415284697323,5.810318742303589,2.30701945634611,Iris-virginica
+119,6.125827877996208,3.3653563354416356,4.584485850926705,1.5836486915927654,Iris-versicolor

iris/tab_ddpm/8_0/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/17/train.csv

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

iris/tab_ddpm/8_0/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7884248151167217,6.375751755743816,2.0221078684169007,Iris-virginica
+1,4.605721485360885,3.181344968885457,1.4035929609561888,0.1974816633529783,Iris-setosa
+2,5.219736682647051,2.703789189010269,3.950804068563762,1.3933404825470423,Iris-versicolor
+3,6.710175838519029,3.0875175330898026,4.683090332654242,1.4749820128281455,Iris-versicolor
+4,5.112082998334675,2.5091049403081787,3.0490938945203183,1.120086663080444,Iris-versicolor
+5,4.602628494984376,3.184612524241802,1.3883430956962906,0.2031365068953807,Iris-setosa
+6,5.685294299726121,3.8180497396926523,1.6132968993763181,0.27640771081733323,Iris-setosa
+7,5.15773221716631,3.4043390766023673,1.4086456299875005,0.20001884718993337,Iris-setosa
+8,4.611905542298557,3.6173836254366534,1.000000388578017,0.20007717393653227,Iris-setosa
+9,7.090773247735032,3.1907603544387717,5.9201238529912885,2.0146072494643015,Iris-virginica
+10,6.95928466004462,3.205657031901602,5.730773397507597,2.3001084943800536,Iris-virginica
+11,5.205700557259028,3.3999634111596553,1.4024972765392643,0.20477698646924938,Iris-setosa
+12,7.899998612576207,3.800511760584708,6.36568278196491,2.0056457907367196,Iris-virginica
+13,5.681806010433452,3.0,4.209735177468766,1.2126842222806462,Iris-versicolor
+14,5.996948955829556,2.191919512365031,4.007479445495155,1.019477230739703,Iris-versicolor
+15,5.801749627816316,2.704150049545283,5.097931909705575,1.9378065386360068,Iris-virginica
+16,7.7021858550297555,2.8153425286288285,6.711377605190978,1.9741268917379213,Iris-virginica
+17,6.448153960117141,2.8121178720102673,4.541943569305102,1.4879363283185052,Iris-versicolor
+18,6.778506592137214,3.2093271971934576,5.748439785220061,2.294603942183644,Iris-virginica
+19,6.9917048444275345,3.1732960938930237,5.714409530326744,2.3136569009702264,Iris-virginica
+20,6.285667644484383,2.4541481898570683,4.9875451501641095,1.87723058650087,Iris-virginica
+21,6.290041737068476,3.40322530002481,5.557380398345217,2.377386021974317,Iris-virginica
+22,6.326821639485957,3.293639936696756,5.951455663445167,2.4999997500287963,Iris-virginica
+23,5.423198614045903,3.902506203771239,1.2977465273773876,0.3898544618742063,Iris-setosa
+24,5.5172510123614344,2.4419951939685047,3.7147097040934205,1.0043256441874553,Iris-versicolor
+25,6.650504566874446,3.0,4.478082263658449,1.436128942982581,Iris-versicolor
+26,5.089241848407441,3.2865653677573397,1.6565109615526197,0.4738893143524044,Iris-setosa
+27,4.802825908400586,3.4031384708284786,1.758272140582402,0.19989648159874435,Iris-setosa
+28,6.476342203807473,3.0,5.740479834866319,2.2013124308143732,Iris-virginica
+29,7.705816011671649,2.8290115278617107,6.703604278507353,2.0215294807256643,Iris-virginica
+30,6.331068901249622,3.307857938689244,5.969424453296291,2.5,Iris-virginica
+31,6.266511737773357,3.30866553212539,6.047700412536126,2.5,Iris-virginica
+32,5.917042705795269,3.19689300533673,4.796504950459083,1.8001179329429926,Iris-versicolor
+33,6.644198527415587,2.802774503921152,4.6788588949486,1.47174817923364,Iris-versicolor
+34,5.688293063075455,3.0,4.1917426069365,1.1951057523142945,Iris-versicolor
+35,5.555810644552374,2.498845389258835,3.9635935573962966,1.1705943720841414,Iris-versicolor
+36,6.260612812221407,3.3986482255286066,5.509509824130399,2.374658808945154,Iris-virginica
+37,6.7147408483885735,3.0,4.99914952857163,1.6837231821799488,Iris-versicolor
+38,4.802554972649501,3.4001613430381226,1.8732549407547403,0.2010117556875658,Iris-setosa
+39,5.19420503149785,2.6900220766348952,3.9016915625600928,1.3903097623654794,Iris-versicolor
+40,4.613250140732443,3.1087168987310747,1.5033541366843106,0.20012204514529042,Iris-setosa
+41,7.702448883584623,2.59139347970436,6.9,2.3053437591415533,Iris-virginica
+42,6.321848555763732,3.393039354297478,5.59519895383811,2.3883513252293778,Iris-virginica
+43,4.634746474580177,3.2257261428212476,1.4060593513779807,0.1972470378789249,Iris-setosa
+44,7.180458990052183,3.209517451235971,5.974329363269757,1.7989363327643626,Iris-virginica
+45,4.804517497541267,3.3984199462672158,1.7698883709634798,0.19830896150410804,Iris-setosa
+46,5.7385160587577975,2.7898613947852025,4.199140690428719,1.0815098051045364,Iris-versicolor
+47,4.402396622325039,2.9133527633535525,1.3959143021548146,0.1996243088638065,Iris-setosa
+48,4.606635681166847,3.1010530560395817,1.5064082384437962,0.20001621323984528,Iris-setosa
+49,6.341678896587991,3.2796022217010505,4.699462263343994,1.5985944160213064,Iris-versicolor
+50,6.220846516584205,2.2063055635418807,4.524122758918404,1.4805850764998318,Iris-versicolor
+51,4.995809234671387,3.0,1.59453363150449,0.19989880850532982,Iris-setosa
+52,5.0175405977143965,3.3996528573899587,1.7706106567030027,0.42028651465482764,Iris-setosa
+53,4.61187012621929,3.6036622527377857,1.0,0.2053083976741365,Iris-setosa
+54,4.967782206846948,2.0,3.524668773456228,1.0182329724087822,Iris-versicolor
+55,5.585697202937253,2.9001904250083053,3.505350077591716,1.3068474296637105,Iris-versicolor
+56,6.806178733083272,2.803185543984694,4.797726724092452,1.4019678506483522,Iris-versicolor
+57,5.962551896803161,2.8898028666909226,4.460909677055194,1.4954040732272866,Iris-versicolor
+58,4.590944528254503,3.65358070275327,1.0,0.19710223268146995,Iris-setosa
+59,4.991937300632167,3.661982052530429,1.4105560910223718,0.19940327071193725,Iris-setosa
+60,6.802600868856438,2.810604851173356,4.808788173655053,1.4001081543916047,Iris-versicolor
+61,6.109305568231149,2.8743924810944566,4.705028810536869,1.3364075717884252,Iris-versicolor
+62,5.223180536672565,3.399306075489249,1.4003241930750323,0.19837155489658248,Iris-setosa
+63,7.71560765257675,2.603046375300046,6.9,2.3054818930029404,Iris-virginica
+64,6.00459385658787,2.189515509361962,4.009588138659095,1.0051385457406299,Iris-versicolor
+65,4.3,3.0,1.1066321629750242,0.10000009173090979,Iris-setosa
+66,4.406632366555351,2.91159238967368,1.3975034617773965,0.20192791812365032,Iris-setosa
+67,6.600687146176947,3.0,4.4272305440836766,1.4209911505990342,Iris-versicolor
+68,6.8446977517947705,3.179640874302482,5.828964381557412,2.2998849229037788,Iris-virginica
+69,5.630368887595335,3.7399015954666766,1.5732418477913337,0.309272657533776,Iris-setosa
+70,6.330714543906944,2.6714181644269543,4.923098687177384,1.8081176450126826,Iris-virginica
+71,6.702011294037742,3.0,5.003867502222882,1.7087732877552109,Iris-versicolor
+72,6.675253238914278,2.4951513235273253,5.818430729742997,1.766820839762778,Iris-virginica
+73,6.534933518285608,2.827587284480649,4.625624731842421,1.508567141493421,Iris-versicolor
+74,5.79040485262507,2.7146819243595353,5.093941474458223,1.9129126675964274,Iris-virginica
+75,7.697707515738243,2.797958624581713,6.706882687598144,1.9943236124249046,Iris-virginica
+76,6.914136482435329,3.199752443414234,5.690057662841703,2.2945815185748413,Iris-virginica
+77,7.690847221169388,2.82019890151606,6.685357593415829,2.029839792642517,Iris-virginica
+78,5.268992564121021,3.3996535338746607,1.420498762898767,0.23377339036406336,Iris-setosa
+79,6.487490300132174,3.1902755172281374,5.086906193091051,1.9841527108599921,Iris-virginica
+80,6.012122318772316,2.187507527872119,4.034689127884139,0.941510763436838,Iris-versicolor
+81,4.300000708624362,3.0,1.088953521899786,0.10000009184290708,Iris-setosa
+82,6.383834921372537,3.208417578047945,5.291280575044461,2.29597392116215,Iris-virginica
+83,6.699334723955718,2.4987209445902163,5.906312659913735,1.800771187341758,Iris-virginica
+84,5.478010892751225,2.502583157505866,3.993812391724003,1.312484502902015,Iris-versicolor
+85,4.931094270242285,2.0,3.583946964362977,0.9840752110740348,Iris-versicolor
+86,4.618511028672581,3.644631408347995,1.0,0.19480767790520528,Iris-setosa
+87,6.386203177727544,3.204111031584215,5.291482629179061,2.3125551856047095,Iris-virginica
+88,6.260138653661361,3.389277294406986,5.499355167697592,2.3036026110538503,Iris-virginica
+89,4.838984935835368,3.0074445020549643,1.4542018955517075,0.10000009346029305,Iris-setosa
+90,5.574799005731735,2.4802447102538965,3.847683794758308,1.1128501837464166,Iris-versicolor
+91,5.782365389870183,2.7055333611480883,4.111632914009312,1.0220248080092809,Iris-versicolor
+92,5.1567213291252605,3.409745582524169,1.4083074972758203,0.19794332769492773,Iris-setosa
+93,4.3000006433080165,3.0,1.0997189291757123,0.1,Iris-setosa
+94,5.699783680007545,2.9112387678348215,4.245533999346681,1.3124200321920827,Iris-versicolor
+95,5.167692846683947,2.5232416783335454,3.315468946544365,1.1362466875850594,Iris-versicolor
+96,5.764532103586976,2.6978080690908994,4.0643387384252225,0.9502426193760667,Iris-versicolor
+97,4.807594744725615,3.0,1.3885614450106112,0.1,Iris-setosa
+98,5.697618522736786,3.0,4.173184595263751,1.2032734486831471,Iris-versicolor
+99,4.389701573492296,2.880212900772654,1.3816163781874118,0.1960645839200547,Iris-setosa
+100,4.880393168596158,3.095987688984144,1.4742481045536542,0.1000000985390642,Iris-setosa
+101,6.010523248553852,2.214503514978632,4.990818415534715,1.4982947818801813,Iris-virginica
+102,6.256622292725958,3.2964434260205144,5.968916418265321,2.5,Iris-virginica
+103,5.77426128114774,2.690836323791566,5.094934659642354,1.8988783788422336,Iris-virginica
+104,6.394980408175013,3.194327714547892,5.311699504713825,2.2953360439939594,Iris-virginica
+105,5.781499281144336,2.6833435934693646,4.097075749785725,0.9518958710288726,Iris-versicolor
+106,5.669369397301335,3.0,4.1339481233976425,1.2032715112044565,Iris-versicolor
+107,6.215664546767805,2.7908820307151987,4.842017569212556,1.8205193289875066,Iris-virginica
+108,5.393891718383959,3.4052507321094283,1.5133570909663392,0.40979829194618655,Iris-setosa
+109,7.718621319740713,3.0,6.122698433737403,2.311158265220696,Iris-virginica
+110,4.3,3.0,1.0969478508779607,0.1,Iris-setosa
+111,6.098765907111779,2.5960730217362977,5.597951318520932,1.3981448580947613,Iris-virginica
+112,4.80836736882706,3.0,1.3963192936417528,0.1,Iris-setosa
+113,6.180796240334398,2.8292100513311405,4.802980878414958,1.8165073954989912,Iris-virginica
+114,6.688592132851341,2.4739496678211097,5.756804483850114,1.783882016929451,Iris-virginica
+115,5.811829936065611,2.7039860740465502,5.096195281668517,1.8992723325450693,Iris-virginica
+116,5.821762090727934,2.713683537253474,4.205115949546997,1.0206403353167768,Iris-versicolor
+117,4.58699176349069,3.101341633218983,1.4931708264208365,0.20011311718564725,Iris-setosa
+118,7.69988685299811,2.581739106879087,6.9,2.3091306737593933,Iris-virginica
+119,5.088321502073488,3.4495890472881237,1.3998507784364866,0.198802807289359,Iris-setosa

iris/tab_ddpm/8_0/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/18/train.csv

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

iris/tab_ddpm/8_0/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.116523787901109,2.5910852897560566,5.592898395244469,1.3896135982094608,Iris-virginica
+1,5.411380257859106,3.9201931273570616,1.2855082342188102,0.4081953271564921,Iris-setosa
+2,6.709356569767367,2.481013161734045,5.7968022452486005,1.7954998559396667,Iris-virginica
+3,6.395765864248785,3.191870900527629,5.286136658800088,2.275285811445323,Iris-virginica
+4,6.273357624688566,3.4068739687785583,5.585555182437565,2.3968612076519036,Iris-virginica
+5,7.103225046240107,3.2033785126134435,5.936960140944565,1.8939073485942934,Iris-virginica
+6,4.595410655119078,3.085654043414762,1.5164802011605478,0.20068011477827147,Iris-setosa
+7,6.269868844701807,2.7242554287764693,4.870036312423057,1.8096956776582633,Iris-virginica
+8,6.791164459515494,2.8070309941176905,4.8313193307212465,1.4109160889875045,Iris-versicolor
+9,6.306456726516924,2.497199565774439,5.020805514109822,1.896821673857385,Iris-virginica
+10,4.869167654735054,3.0232916834562653,1.4777425506052506,0.10000009798394327,Iris-setosa
+11,6.012282423246257,3.399118162103698,4.486759092075267,1.5998317402007671,Iris-versicolor
+12,5.7680924483014895,2.8184310627419813,4.492445694635166,1.3378535762517016,Iris-versicolor
+13,6.712317445385809,3.0,4.988351875116987,1.6825215337167603,Iris-versicolor
+14,7.711796161537258,2.795010128201346,6.712678635284963,2.0263875353123018,Iris-virginica
+15,4.300000477834041,3.0,1.0995605892865778,0.10000009221278655,Iris-setosa
+16,6.603915488146761,3.0,4.405843717564404,1.408725041990868,Iris-versicolor
+17,5.752106517938751,2.6936801902792356,5.093969244549095,1.892369781431782,Iris-virginica
+18,6.597201686558594,3.0,4.443138940996369,1.4039045365174179,Iris-versicolor
+19,5.850030097390471,2.698535402037379,5.07834218862329,1.8953554196411067,Iris-virginica
+20,5.77893526211667,2.7066529680220324,5.104104137125557,1.8988338363927992,Iris-virginica
+21,6.09259574033148,2.593434411874042,5.617742724408355,1.3978870135320014,Iris-virginica
+22,5.517662720753122,4.199999127291957,1.4099553121869792,0.20067257522092122,Iris-setosa
+23,4.609141717968781,3.188488505623909,1.4023393744420791,0.1979205852955462,Iris-setosa
+24,7.703668219928178,2.6056798546812185,6.9,2.28445701733566,Iris-virginica
+25,6.68276233678872,2.5137420329472957,5.710510793265057,1.8145158709891045,Iris-virginica
+26,5.796594650939478,2.8076667584288386,5.0892317227026584,2.400794052117137,Iris-virginica
+27,5.722019955678389,2.9109417339963013,4.218069360418921,1.2898237698412862,Iris-versicolor
+28,5.83605190983611,2.700301514719152,4.071833356108788,1.0083850008316149,Iris-versicolor
+29,6.2908777389301305,3.3099695927407664,6.013238627816249,2.5,Iris-virginica
+30,6.208708214370789,3.4016022718980246,5.456526623881085,2.3608084023157536,Iris-virginica
+31,7.66570402648267,2.6102205577009663,6.8999989621586435,2.2923329479202152,Iris-virginica
+32,6.303640785562066,2.5047184471044583,4.995960825154403,1.9017696997943412,Iris-virginica
+33,4.592705393155696,3.607245387367042,1.0,0.19804676841239716,Iris-setosa
+34,6.933120844249253,3.1950418757195087,5.664414212681789,2.302690446811142,Iris-virginica
+35,4.990737973653519,2.0,3.3528625825855984,0.9515076448568692,Iris-versicolor
+36,6.790343346639615,3.164305988416333,5.435394830741615,2.308188046333742,Iris-virginica
+37,5.054021168233928,3.549130394828021,1.401748620516837,0.20127548105813411,Iris-setosa
+38,6.4155959595215055,3.198478323067949,5.331313598662739,2.299450255167815,Iris-virginica
+39,5.509203776316542,4.19999899664247,1.3954663455446483,0.19747882983669912,Iris-setosa
+40,5.6949131530162775,2.7967896687468503,4.515485996617153,1.3055645616134084,Iris-versicolor
+41,6.271040392452768,3.3954293970240768,5.614070012254185,2.3886257077010606,Iris-virginica
+42,4.609855175415056,3.176109931693087,1.421719721020452,0.20027266493659032,Iris-setosa
+43,5.922544608626626,3.201389558589584,4.793987159158154,1.7991634057309207,Iris-versicolor
+44,5.628884914712784,3.0,4.524096926144692,1.5121447118357565,Iris-versicolor
+45,4.30000051518725,3.0,1.1045372138274965,0.10000009152422641,Iris-setosa
+46,5.101642146940947,3.2993760210992487,1.7591160674726165,0.4283279377970398,Iris-setosa
+47,4.300000645846536,3.0,1.1039634140772436,0.1,Iris-setosa
+48,4.607147342709845,3.179270798114586,1.4230840722733844,0.20170470752293673,Iris-setosa
+49,5.791886365276983,2.772694921244048,4.095489675349636,1.0859211435918223,Iris-versicolor
+50,5.806799826892113,2.802359435493263,5.10059763523816,2.4158433875610825,Iris-virginica
+51,6.694585779261194,3.0,5.410855616684141,2.1880486105739054,Iris-virginica
+52,4.30000051828006,3.0,1.1079215464890189,0.10000011647293863,Iris-setosa
+53,5.505631955555058,3.0,4.475527332293672,1.4913956516735682,Iris-versicolor
+54,5.006571463949554,2.0,3.624246859255843,0.9753434946138242,Iris-versicolor
+55,6.318501932677813,3.3055607764176727,5.996941012312324,2.499999761198109,Iris-virginica
+56,4.4030093610984204,3.077850735328969,1.3198925169141191,0.20113640861213508,Iris-setosa
+57,5.7162117868627,2.932192278508861,4.2413162839499625,1.3060391568279643,Iris-versicolor
+58,5.511503018077622,2.4962457235374584,4.017769641426228,1.3232234373836687,Iris-versicolor
+59,4.786474160934541,3.392053515264356,1.9147697977752984,0.19883897195315314,Iris-setosa
+60,6.522368295237121,2.951801305877605,4.464124867632831,1.4071687436172868,Iris-versicolor
+61,7.9,3.8284986381121966,6.445194203802189,2.039366810936294,Iris-virginica
+62,6.257218885214179,3.3201045085728116,4.701202097510101,1.5990231583770984,Iris-versicolor
+63,5.155811860084236,3.4045084090410938,1.3923312465581494,0.19970926801031308,Iris-setosa
+64,6.51706930426954,3.0,5.818832229101001,2.212343599409721,Iris-virginica
+65,7.71829936512505,3.0,6.147744941648323,2.3067300897061607,Iris-virginica
+66,5.095748431552362,2.480557347795068,2.9632002802971154,1.0700046267363437,Iris-versicolor
+67,5.114841760902152,3.4073297467489416,1.4023908303079704,0.19936143290403718,Iris-setosa
+68,6.673853916054069,3.0,4.988962413594513,1.7146603868229886,Iris-versicolor
+69,5.975043156973057,2.8856727216569267,4.588279271455106,1.4499353997060012,Iris-versicolor
+70,6.421290973163353,3.2036389376468013,5.266649313933682,2.294163420564422,Iris-virginica
+71,6.077184039522349,2.582743749952509,5.051001797166717,1.893704757848353,Iris-virginica
+72,6.006057648620887,3.4022045777538423,4.525215107731814,1.5969222801241412,Iris-versicolor
+73,7.6267590021764455,3.0,6.6305596224111545,2.097581376277394,Iris-virginica
+74,6.714828094511186,2.5016193816751287,5.759181224937744,1.8046312625802974,Iris-virginica
+75,5.088312002450175,2.5085952852918756,2.94380039303556,1.1134373541929705,Iris-versicolor
+76,5.695689982815357,3.0,4.2144270131254595,1.2111530645714685,Iris-versicolor
+77,7.059645398929819,3.0957359555345243,5.993905369502122,1.8023609130531755,Iris-virginica
+78,5.642751089704289,3.0,4.228720605157826,1.2912596674432095,Iris-versicolor
+79,5.734669748157767,2.8692958365090138,4.2447686080387745,1.283583076904072,Iris-versicolor
+80,5.8049017669322165,2.80632138473513,5.096465344391175,2.3982820464935855,Iris-virginica
+81,6.318978230975399,3.2905560956855693,4.705131844068955,1.6050530853388292,Iris-versicolor
+82,4.809081096225177,3.0,1.4152737849600128,0.10000009750063146,Iris-setosa
+83,5.071819802344282,2.487384700637212,2.810428158517924,1.078985802407433,Iris-versicolor
+84,5.710884115743657,2.8535852283382823,4.405534919313252,1.2858979943566105,Iris-versicolor
+85,4.607321337839439,3.6095342498283975,1.0000003919001346,0.20056095521492445,Iris-setosa
+86,5.000349268341074,3.405523266595214,1.6723164575574447,0.3637794651876879,Iris-setosa
+87,5.816699314235345,2.815469622140081,5.133179911011925,2.4034684881363386,Iris-virginica
+88,5.731654118186939,3.0,4.486817234274416,1.5278168386452704,Iris-versicolor
+89,5.618836314435357,2.493940168718399,3.918299116847596,1.0990450860379237,Iris-versicolor
+90,6.31208055756237,3.3985997343436805,5.602836145826145,2.4022025877129782,Iris-virginica
+91,4.995125278467725,3.403271895451811,1.5995414690156764,0.39555243761815323,Iris-setosa
+92,5.467188708628368,3.0,4.506110272485037,1.483765439697788,Iris-versicolor
+93,5.523068598880324,2.4695383925286207,3.971180340565495,1.266300567407165,Iris-versicolor
+94,6.31270316331076,3.401696625047681,5.576987412552807,2.4010542725857196,Iris-virginica
+95,6.692570898665049,3.106741282842114,4.677540522919038,1.492264312058849,Iris-versicolor
+96,5.763716530876396,2.7046255841060556,5.099976696207324,1.8935954567541544,Iris-virginica
+97,4.3,3.0,1.0996000224915057,0.1,Iris-setosa
+98,5.998090957761071,2.2079119371944325,3.9856883332135595,1.0262459810938669,Iris-versicolor
+99,4.827676385041809,3.0,1.4488155194841732,0.10000009128814656,Iris-setosa
+100,5.077890371968204,3.561507204468569,1.3989685196632078,0.2005279949118229,Iris-setosa
+101,5.21485355639797,2.6925099475545515,3.9225431749113633,1.399906930808853,Iris-versicolor
+102,5.096755014391725,3.8303640919383786,1.7991464222290712,0.19984456290571007,Iris-setosa
+103,6.010101919973214,2.267382813063324,5.050940050202693,1.4526047231208652,Iris-virginica
+104,4.300000786663026,3.0,1.1017565302095507,0.10000012115464826,Iris-setosa
+105,6.001894553191738,3.4031005377536894,4.462455581133106,1.593227988102159,Iris-versicolor
+106,5.381677620170211,3.4018753240445436,1.4991259866776483,0.39850922928941124,Iris-setosa
+107,7.60394569198105,3.0,6.605097518136339,2.0778885017729607,Iris-virginica
+108,6.099453542936477,2.592156491815058,5.620346604817291,1.4003649249015655,Iris-virginica
+109,5.483769338764292,2.4239705571365286,3.689531446552118,1.0317857750595043,Iris-versicolor
+110,4.300000686084138,3.0,1.096699830697647,0.10000010145482319,Iris-setosa
+111,4.797945357513329,3.401456031933702,1.655381180296046,0.19880747657004005,Iris-setosa
+112,6.84935125595592,3.2009108756332534,5.935825107393406,2.2938005329499522,Iris-virginica
+113,6.213925757231079,2.2009081972315396,4.476097818540965,1.4950385824358228,Iris-versicolor
+114,5.010702516101972,3.6102860049264196,1.3943581156178007,0.20041701755046326,Iris-setosa
+115,7.9,3.7726900146444784,6.423669439936304,2.006670365337824,Iris-virginica
+116,6.502647310368866,3.0,5.807492927405897,2.2085327967092274,Iris-virginica
+117,6.6909877551435875,2.4966849591955436,5.799734911964259,1.7848507801445521,Iris-virginica
+118,4.405309540390302,3.203111065745044,1.310252630264719,0.19969496079129334,Iris-setosa
+119,4.794897594646064,3.0,1.4034438128107147,0.2762366276989898,Iris-setosa

iris/tab_ddpm/8_0/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/19/train.csv

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

iris/tab_ddpm/8_0/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/8_0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.01799059515832,2.2124998396784408,4.990647501441938,1.514428569126656,Iris-virginica
+1,4.59659210684303,3.6657133564043,1.0,0.20275335760823027,Iris-setosa
+2,6.130670479795109,2.5978788183997663,5.614417473482874,1.409383627516889,Iris-virginica
+3,6.831502618919276,2.792731722812993,4.793877801450344,1.3873195493370747,Iris-versicolor
+4,6.2738522948739694,3.397502643138098,5.604111064159087,2.3744069475514515,Iris-virginica
+5,6.708603359313035,3.1338389722342748,4.70763954921951,1.5107598044434112,Iris-versicolor
+6,4.3,3.0,1.0996991038476254,0.1,Iris-setosa
+7,4.801240687773719,3.3949929640327734,1.595235957201783,0.19692046780519262,Iris-setosa
+8,6.301999365999209,3.296580812194046,5.976707311376351,2.499999774248622,Iris-virginica
+9,5.9118891185835505,2.906031428686055,4.545420742960479,1.4710671265286255,Iris-versicolor
+10,5.531577523457191,4.199998919751914,1.4095769168820027,0.20420605141307052,Iris-setosa
+11,6.754798518370363,3.164379750681078,5.757223446312121,2.2584776721116917,Iris-virginica
+12,5.692898464253522,3.0,3.990249354707042,1.2489955623334297,Iris-versicolor
+13,6.518668082377374,3.1944774138569145,5.094680013604338,2.007862609449561,Iris-virginica
+14,5.830012757533119,2.706607211212853,5.0654766581634325,1.907239592364681,Iris-virginica
+15,5.709874648665301,2.8974971689733477,4.175198039548149,1.3008419539413874,Iris-versicolor
+16,6.089397504763455,2.588037559502105,5.602720163022386,1.4034789027420902,Iris-virginica
+17,5.221180935767466,3.399763470321875,1.395798333619513,0.19731210958155299,Iris-setosa
+18,7.728947772601015,2.6041609115406,6.9,2.302279018583144,Iris-virginica
+19,5.068277558892083,3.3412079534994,1.6554772145303196,0.47602262362960546,Iris-setosa
+20,7.732462733030562,2.6031742398350426,6.9,2.3072450217432854,Iris-virginica
+21,5.7823591951090085,2.7056439187987538,5.083944177412308,1.9095256803935723,Iris-virginica
+22,6.012657406758941,2.1966591603335237,4.98966747848181,1.5109311336356626,Iris-virginica
+23,6.30107985687105,3.3931616830485134,5.595529744037104,2.4018621469852204,Iris-virginica
+24,5.758734532351284,2.7902163985605877,4.063313062535408,1.1066186180922852,Iris-versicolor
+25,4.991754567767372,3.408735701069917,1.7284436014865803,0.3142737075459129,Iris-setosa
+26,6.315158474589083,3.3046908851239998,5.998705261891004,2.5,Iris-virginica
+27,4.599132332511787,3.101584236491897,1.5095148668191616,0.2012151369036994,Iris-setosa
+28,4.808024336330631,3.3999922445185837,1.7841630742125796,0.2025062513629932,Iris-setosa
+29,5.4618849829862075,3.0,4.4937619705988885,1.4986161501808697,Iris-versicolor
+30,4.417203431171523,3.20246269077303,1.3170890734279235,0.19196998709332164,Iris-setosa
+31,4.399543165624164,3.1975939054658666,1.2894477184867217,0.19947560014402085,Iris-setosa
+32,6.010228683170043,2.2000668260536025,4.0254469152329335,0.9545674728493669,Iris-versicolor
+33,5.174561784296463,2.7112981672608907,3.9163108324918587,1.4007790044420356,Iris-versicolor
+34,7.711117148617063,2.5858634511713965,6.9,2.3010837648975064,Iris-virginica
+35,5.7029392907801055,3.0,4.06828058181031,1.2717913801579284,Iris-versicolor
+36,5.125129706212601,2.502709396737341,3.0486659384647137,1.1074135459983174,Iris-versicolor
+37,7.9,3.8005192734563598,6.401511081987815,2.021114395761031,Iris-virginica
+38,6.665452435823044,3.048641417058485,4.594892562897007,1.4469755863619083,Iris-versicolor
+39,5.110307159901142,3.33660591565384,1.5898274104084527,0.4318430014228257,Iris-setosa
+40,5.555589177716918,3.0,4.507366566063103,1.5017350190253715,Iris-versicolor
+41,5.492342617910507,4.2,1.4075147350782538,0.19639460900560232,Iris-setosa
+42,7.689070021364784,3.0,6.085840176724015,2.2783703945990403,Iris-virginica
+43,6.69679724775437,3.1099355256976216,4.703983506823877,1.4952594686866258,Iris-versicolor
+44,5.602250117512837,2.894513571171542,3.5989526769405087,1.3110684599704447,Iris-versicolor
+45,5.01209237445668,2.000000484031533,3.581782375937204,1.025047883601805,Iris-versicolor
+46,6.0337402522105394,2.875102953208189,4.632872215057813,1.441563296094631,Iris-versicolor
+47,6.0184386890425055,3.3986944234764658,4.508216552678884,1.6262527092186827,Iris-versicolor
+48,6.289107416831287,3.3991703458844933,5.620784663509713,2.3962304864375557,Iris-virginica
+49,4.782169489762369,3.0,1.4038275060742968,0.28862018524595273,Iris-setosa
+50,5.872680766056097,2.884418747770584,4.335279282739304,1.4474240852396045,Iris-versicolor
+51,5.4821448376148005,4.199999230569665,1.3733813171848528,0.1924957948032402,Iris-setosa
+52,4.78965749057364,3.4049288996664018,1.7017952588590644,0.20042596871541848,Iris-setosa
+53,5.999683527990122,2.9041653009075854,4.5158704323462535,1.4998421814985248,Iris-versicolor
+54,5.021450650584697,3.0,1.5887019029943077,0.199120947510863,Iris-setosa
+55,6.49309759503682,3.0,5.806969448106435,2.191443816657169,Iris-virginica
+56,5.130932759195663,3.298423776035505,1.7309882421532177,0.4633185024211739,Iris-setosa
+57,5.80029932742116,2.7079635256570436,4.111003197117919,1.0305569693863241,Iris-versicolor
+58,5.209894886033819,2.7102317938073366,3.920148183247416,1.4070105892717608,Iris-versicolor
+59,6.799349529960891,3.212169135497325,5.850872746466307,2.307700693917616,Iris-virginica
+60,6.789789584480654,3.202151821869973,5.903964179498442,2.292665831438201,Iris-virginica
+61,5.637348199773009,3.0,4.512928468764044,1.5087474772999996,Iris-versicolor
+62,6.323767772533884,3.292755490048065,4.695951660893281,1.5948707388676544,Iris-versicolor
+63,6.709545126068546,3.0,4.998355525959382,1.687202433145288,Iris-versicolor
+64,4.811523028748703,3.4025367743243664,1.8569425721894068,0.2027289697627775,Iris-setosa
+65,4.778237287536982,3.0,1.4034949166255082,0.27959994952841577,Iris-setosa
+66,5.473218167168783,3.0,4.4915920561731975,1.4882528202569318,Iris-versicolor
+67,4.974608497931295,2.0,3.575991008045493,1.0546447952943965,Iris-versicolor
+68,5.908959610546248,3.2010893809955734,4.820740611163548,1.7797213216467063,Iris-versicolor
+69,6.856609516967192,3.201662369646572,5.682860413910087,2.3078756964835216,Iris-virginica
+70,5.213781693307348,3.4014179720144955,1.4029027296855188,0.19925053039289745,Iris-setosa
+71,5.997451492079635,3.398129412928147,4.473575046826969,1.6023891027573725,Iris-versicolor
+72,6.236342757149067,2.7704101738444042,4.82194684387467,1.8050789603703092,Iris-virginica
+73,5.602649322031903,2.894239212353013,3.5305107030330225,1.3003482298269355,Iris-versicolor
+74,6.9160255111219815,3.104386479459649,5.079949952384323,2.2992531064833885,Iris-virginica
+75,5.778831881269061,2.682200398623011,5.106646099296048,1.8962490941280403,Iris-virginica
+76,5.1587345325530665,2.6274284670300854,3.7545865600843604,1.328795085349895,Iris-versicolor
+77,5.157645314084884,2.532546892750068,3.3720578592381845,1.1902303825540241,Iris-versicolor
+78,4.3,3.0,1.0937847932835965,0.1,Iris-setosa
+79,6.294532543421065,2.514422410802345,4.994022387385459,1.8784608568662078,Iris-virginica
+80,5.0046226401527,2.000000610621946,3.408722908046637,0.9851938913249423,Iris-versicolor
+81,6.6796426758229925,3.0,5.005536537281302,1.6977806195750977,Iris-versicolor
+82,4.402206507901044,2.9057996999122904,1.4004333533140818,0.20121924308110864,Iris-setosa
+83,6.002672016575616,2.199251384986918,3.993709129063761,1.0177821185537488,Iris-versicolor
+84,4.402611618126781,3.1932530948858617,1.2847634941692156,0.20056551327681096,Iris-setosa
+85,6.456293328734227,3.0,5.745819284892677,2.21711405637126,Iris-virginica
+86,5.353007621674588,3.0,4.494141649903331,1.5036822918457633,Iris-versicolor
+87,5.240327528829917,2.712997771597,3.9546850521317674,1.4142712975778704,Iris-versicolor
+88,6.818478908307733,2.798748967813357,4.787336697516265,1.4015637374002452,Iris-versicolor
+89,6.89397694116233,3.194745637044695,5.703631816550913,2.2690065886846162,Iris-virginica
+90,5.542725216160221,2.5014771807151894,3.818307795881164,1.0985402309655534,Iris-versicolor
+91,5.163422019902241,2.5039562352824567,3.3787242871432985,1.1356203387550223,Iris-versicolor
+92,5.222728852878597,3.3985521914462393,1.3926980154083106,0.19993946534810886,Iris-setosa
+93,5.720430975161757,2.801595234302241,4.502616628747788,1.2762851277438831,Iris-versicolor
+94,6.807106955604425,2.8126424349600883,4.773299410486732,1.3983363638769761,Iris-versicolor
+95,6.708127987119027,3.0,4.9812651125986305,1.6893838785711537,Iris-versicolor
+96,6.68397654774625,3.0,4.970127433626627,1.6935594319793994,Iris-versicolor
+97,5.979742185533973,2.204779681311395,5.016145708794383,1.485741219504558,Iris-virginica
+98,4.604112540701294,3.60961449113209,1.0,0.1894820208228719,Iris-setosa
+99,5.558441816575131,2.442493989097291,3.804159379035266,1.074057280139552,Iris-versicolor
+100,5.840711242792148,2.8939728464827574,4.367870460628922,1.3934529887543627,Iris-versicolor
+101,5.581419234447465,2.502040546929327,3.964385274863436,1.1274705677932444,Iris-versicolor
+102,5.398641970366449,3.0,4.492121059351036,1.4966053724383448,Iris-versicolor
+103,6.6715994844512885,3.028915713319206,4.594646761802133,1.4591807047559897,Iris-versicolor
+104,5.7626798098277785,2.771060139422861,4.413213467248132,1.1828972651620366,Iris-versicolor
+105,5.7773396474875724,2.816537448462799,5.109810100252194,2.400885322673272,Iris-virginica
+106,4.300000497142241,3.0,1.1008362084293737,0.1,Iris-setosa
+107,5.016494390437078,3.759540852504034,1.5820197718708482,0.19782563953798288,Iris-setosa
+108,5.811626149830784,2.698128305112624,4.056547782437165,1.0451644469314958,Iris-versicolor
+109,5.296153123802503,3.375436376609512,1.5325272559369694,0.46351474419333877,Iris-setosa
+110,5.71332194906994,3.807173366054422,1.6732354048929226,0.30360927732878656,Iris-setosa
+111,7.712996738900813,2.600181022691634,6.9,2.2906017866402286,Iris-virginica
+112,6.025525538023383,2.9134628368856177,4.535031810983424,1.499985199975903,Iris-versicolor
+113,5.518808841733189,2.5472482192172183,4.143144726187771,1.3322658165632715,Iris-versicolor
+114,4.591909772383609,3.5874799848433634,1.0000003805050517,0.20462698761964435,Iris-setosa
+115,4.3,3.0,1.1014724677424936,0.1,Iris-setosa
+116,5.214073513456108,3.403086303570164,1.403909128319059,0.20152520815096464,Iris-setosa
+117,6.69350741068968,2.5092653811619954,5.754933901765973,1.7904968244237458,Iris-virginica
+118,6.082199058839878,2.607271844302499,5.584042624138959,1.4129683611718504,Iris-virginica
+119,5.105582375585765,3.7677153527708334,1.6044894926036033,0.19937980142887773,Iris-setosa

iris/tab_ddpm/8_0/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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