a

iris/tab_ddpm/5_1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.69999904705363,2.8587572407896706,6.699998701827,1.98380503261501,Iris-virginica
+1,5.7999231703877285,2.6943370526016674,5.114910930940887,1.876819593860889,Iris-virginica
+2,6.216852695735754,2.5644371012918294,4.94789332931427,1.5230170228596203,Iris-versicolor
+3,5.836321993952515,2.720273289205398,5.098512286376619,2.150584896039579,Iris-virginica
+4,5.407083300425203,3.0013354126107927,4.50858276829799,1.4984150371146148,Iris-versicolor
+5,5.782938314092777,2.7110627208938953,5.081616054541546,1.888826246287965,Iris-virginica
+6,5.052387319732822,3.6047166886818784,1.4415087316378625,0.2,Iris-setosa
+7,5.064440944310351,3.3012075976993875,1.2876249935650845,0.2,Iris-setosa
+8,6.662921818935377,3.0177608441496537,4.409616962674835,1.4029858842853766,Iris-versicolor
+9,5.038448523964106,3.4784727844151675,1.3559592840618073,0.2905012255997417,Iris-setosa
+10,5.33018677162151,3.000573519163004,4.466142684213424,1.5058411581262188,Iris-versicolor
+11,5.506901886424226,4.213936849048082,1.4009994879139773,0.2,Iris-setosa
+12,4.986067415011616,3.3662213118307243,1.6412641695590997,0.2,Iris-setosa
+13,5.103685705259147,2.4969341032692207,3.141759086194302,1.0609327270964237,Iris-versicolor
+14,5.509771863667365,2.3875442423495046,3.5240630880308434,0.9920949714722918,Iris-versicolor
+15,6.551291296273981,3.151159736244375,4.495856058955861,1.459667366270096,Iris-versicolor
+16,5.538836992664703,2.649013616822055,4.327324402180387,1.2801778738158451,Iris-versicolor
+17,5.724945082120269,4.4,1.5369407470407157,0.39776188571185334,Iris-setosa
+18,4.96139352813397,2.4227087361677073,3.1462767248485344,0.9990238879628762,Iris-versicolor
+19,6.863195990786287,2.998371394038435,5.543594412628765,2.114238547594394,Iris-virginica
+20,5.015733046015331,3.486635888654582,1.2974777344862345,0.29284984358564414,Iris-setosa
+21,5.2118474285627565,2.7001789759663906,3.771005161541286,1.3984665150244946,Iris-versicolor
+22,5.066861840135356,3.592827332853813,1.4330018509730962,0.34950004441615845,Iris-setosa
+23,5.4332427010223245,2.430271403666626,3.6945911778116924,1.108525573194154,Iris-versicolor
+24,5.227216451268218,3.4674730545319217,1.5384132634072665,0.2,Iris-setosa
+25,5.909520190431807,3.2018616072510997,4.800952119938504,1.7925200860093842,Iris-versicolor
+26,5.895255490460337,3.1845167356243627,4.73467698614558,1.738055832220361,Iris-versicolor
+27,6.008976424021754,2.989969484975309,4.847688614639096,1.791520607453551,Iris-virginica
+28,7.69999815498031,2.7951902616216913,6.699998285158589,2.03740484303203,Iris-virginica
+29,5.1568048638563475,3.4460023227482286,1.4970008668105161,0.2,Iris-setosa
+30,7.7,2.8441789254251337,6.7,2.008496706581458,Iris-virginica
+31,5.5286927377981465,2.604359808652066,4.348558450852782,1.268131520633819,Iris-versicolor
+32,4.923348762595634,3.0752654437499056,1.2880824799558985,0.2,Iris-setosa
+33,5.179942126228985,3.4813558356513115,1.5004451165119839,0.2,Iris-setosa
+34,5.54909546646186,2.398282081266258,3.9918056452896318,0.9312140562532027,Iris-versicolor
+35,7.6999984807605735,2.813841945688832,6.699998019660258,1.9842572574044952,Iris-virginica
+36,6.70509394731046,2.9930357704509367,4.991297882130383,1.6816656645037313,Iris-versicolor
+37,6.683449385326703,3.0542077376843673,4.478315586754567,1.415545691346509,Iris-versicolor
+38,6.396364525277069,3.0981958790519384,5.465701833697172,1.8041350372406753,Iris-virginica
+39,5.097756749801237,3.841901464566782,1.6466811462872404,0.4216655421967531,Iris-setosa
+40,4.629767392648124,3.4336338752461506,1.3953844944836014,0.30860028071732337,Iris-setosa
+41,5.084757486434169,3.3894804896334834,1.4931166837621899,0.2,Iris-setosa
+42,6.81502668544638,2.9876580524207936,5.50795573349583,2.091594044275391,Iris-virginica
+43,5.514296264656845,4.2264418500992385,1.3844634028450944,0.2,Iris-setosa
+44,6.138986670015323,3.3085042220394514,4.514960314717588,1.5586936821819473,Iris-versicolor
+45,6.341319484013826,2.8630604677739293,4.287752058263628,1.290905225351334,Iris-versicolor
+46,6.297168726208427,2.687453448752313,4.908503845001897,1.7938342329686803,Iris-virginica
+47,4.4948343646580025,2.297998748811925,1.2844315792449013,0.2952622466063054,Iris-setosa
+48,6.0111418062010715,2.9884346550805714,4.884003652950912,1.801998958749856,Iris-virginica
+49,6.4178315278875315,3.099218610205345,5.490883398255279,1.7919109108713127,Iris-virginica
+50,7.699998665457402,2.744435914205893,6.7,1.992690463325359,Iris-virginica
+51,4.739622322939362,3.4330400456786547,1.4262624542746658,0.3002929683723325,Iris-setosa
+52,4.400000530405937,3.186838342159187,1.2986145260204573,0.2,Iris-setosa
+53,7.7,2.7612819828478723,6.7,1.9952301756848303,Iris-virginica
+54,7.278222404293092,2.91602375108127,6.272975292777322,1.8020890871080693,Iris-virginica
+55,4.4,3.203831535006747,1.315132900818281,0.2,Iris-setosa
+56,4.836670464838333,2.3866982279304203,3.3589655904948623,0.9889344877769941,Iris-versicolor
+57,6.927460149209001,3.2076918146887445,5.690700843576634,2.272458381803538,Iris-virginica
+58,5.096860830642311,3.597020539567891,1.45416572796084,0.38342352204830454,Iris-setosa
+59,5.345478185176742,2.820168766947868,4.191712231612805,1.4256289800044044,Iris-versicolor
+60,4.972406837050963,2.4305668829230855,3.0424787546461918,1.101856732923928,Iris-versicolor
+61,5.163806646566964,3.4610201761823856,1.5079852102696576,0.2,Iris-setosa
+62,5.110580792595405,3.3148049689763788,1.697336508022798,0.44207306110015293,Iris-setosa
+63,6.320632561857055,3.410456391162338,5.589449672215274,2.3994950588238284,Iris-virginica
+64,6.320515979200663,2.855806160902709,4.258069614042258,1.291925002532237,Iris-versicolor
+65,4.7895240746793375,3.3953827298293717,1.5736309218718283,0.2,Iris-setosa
+66,5.494983021858422,2.401718224556666,3.8276075239086307,1.054838538404006,Iris-versicolor
+67,5.912144427521333,3.00531903497684,5.110870408853515,1.7989087814998215,Iris-virginica
+68,4.5014315806305785,2.3007806622916798,1.2983008302364936,0.30047483073039866,Iris-setosa
+69,6.296024690482871,2.478567660097575,5.00422466982651,1.904331373709806,Iris-virginica
+70,6.404794666359906,3.0952950678191073,5.523137008543954,1.8044403621223,Iris-virginica
+71,6.691758184983466,3.3034297183489074,5.677890385658376,2.1155563890301496,Iris-virginica
+72,5.873446227805357,3.2032155158471145,4.821522030497972,1.8190627863357227,Iris-versicolor
+73,6.32465011969751,2.783571148205755,5.094889670265404,1.4856520671205675,Iris-virginica
+74,4.598300834924924,3.5872876594723984,1.0000005390910995,0.2,Iris-setosa
+75,4.9652315225684305,3.4890603031379674,1.270987016081477,0.3028573208659418,Iris-setosa
+76,5.201208863363796,3.4478742933354267,1.4144120680606922,0.2,Iris-setosa
+77,4.4892649534703395,2.2934538555596133,1.2884960499909093,0.2933842638271901,Iris-setosa
+78,5.473057744606842,2.389865358163666,3.7702570915323417,0.9474281233356997,Iris-versicolor
+79,5.100226037814795,3.309007909192932,1.763248029911789,0.5142474904068087,Iris-setosa
+80,4.877699037263687,2.978256330368432,1.4068067514576865,0.2,Iris-setosa
+81,5.949479617061556,3.3612302748357346,4.610879507889183,1.7052023703159769,Iris-versicolor
+82,4.889095782725371,2.9996062543994304,1.404315002807984,0.2,Iris-setosa
+83,5.170375422366242,3.4240215448301283,1.41957815838812,0.2,Iris-setosa
+84,5.920482999883065,3.1875125788960332,4.768784760067826,1.7724462267930345,Iris-versicolor
+85,5.661999370015944,3.025038493567558,4.171685865371011,1.3231725065369744,Iris-versicolor
+86,5.079735813728541,2.484293541963053,2.986969153121848,1.0959291743546964,Iris-versicolor
+87,5.99281038832584,2.6940877255656575,5.1129184840583335,1.6165527947044223,Iris-versicolor
+88,6.694348403725102,3.09653074284348,4.428602214226613,1.408143078993131,Iris-versicolor
+89,5.413661651156979,3.4324499412130836,1.8831001392831805,0.2,Iris-setosa
+90,6.063331889681729,3.3534700722722057,4.489718930196976,1.5605723851141375,Iris-versicolor
+91,5.892938028932444,2.990240662285725,5.119861166852557,1.8055003021939429,Iris-virginica
+92,7.05372784035346,3.006116090197789,5.865453513482872,2.0986415720795337,Iris-virginica
+93,5.327224036187674,3.404285204984942,1.6851273833010376,0.2,Iris-setosa
+94,6.392894771919132,2.9811960818007397,5.553403299163537,1.7780434722044642,Iris-virginica
+95,4.400000658199698,2.9228511125007124,1.3874441675063203,0.2,Iris-setosa
+96,4.499797207831177,2.2987685293693345,1.3153308183263792,0.2966929129649152,Iris-setosa
+97,4.9771188451558315,3.590797105513313,1.3909048785956846,0.2,Iris-setosa
+98,6.20643331725418,2.9685082298978207,4.505738582228342,1.3773306841442698,Iris-versicolor
+99,6.011606574198053,2.7065108960053514,5.091011990035377,1.5787552291951845,Iris-versicolor
+100,5.0879796161453505,3.7623769457341867,1.530804445998026,0.4668684805869461,Iris-setosa
+101,5.77744403749509,2.6775425170784692,5.098411021755828,1.8959320409951295,Iris-virginica
+102,5.619766469150091,2.9999430186147036,4.488371968578105,1.5014162218584555,Iris-versicolor
+103,4.936258771899694,2.4375883500727658,3.1845877290056466,1.0982306666926567,Iris-versicolor
+104,6.635100146893646,3.101851876150263,4.423952234790538,1.4255518701793575,Iris-versicolor
+105,6.0111300192583235,2.2,5.001183949966177,1.503747024885022,Iris-virginica
+106,5.920680486878706,3.2165490963849575,4.787629638482571,1.7750376700951869,Iris-versicolor
+107,7.0656671109426155,3.019099412907321,5.800213469860699,2.12447329621674,Iris-virginica
+108,6.352766739340909,3.02996206938398,5.518384707785577,1.785436279842867,Iris-virginica
+109,4.400000665127903,3.1787260424416277,1.3297094510857932,0.2,Iris-setosa
+110,7.699998855893085,2.781127048841124,6.699998914112022,1.992012281918385,Iris-virginica
+111,6.077856442901842,2.9962449989189497,4.61077464682451,1.3856316844592047,Iris-versicolor
+112,6.3164945251990385,3.213621533638178,4.54115981441241,1.518432882541948,Iris-versicolor
+113,5.113715856146226,3.815308829153629,1.607778181182258,0.2,Iris-setosa
+114,6.523345089100861,3.1493162229306084,4.48080601345688,1.4594299741898877,Iris-versicolor
+115,5.257332970726946,3.4045199351994273,1.5999808900068409,0.2,Iris-setosa
+116,5.254729469606259,2.8088191492135293,4.138443756729185,1.435905899574492,Iris-versicolor
+117,6.284830276694096,2.5633912860093457,4.937604552865352,1.5513148132140364,Iris-versicolor
+118,7.699998317626374,2.771813323868847,6.699998916218868,1.9718147329910556,Iris-virginica
+119,4.976957179573691,3.5181007869047223,1.2486330291281085,0.31493469322832635,Iris-setosa

iris/tab_ddpm/5_1/0/test.csv

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

iris/tab_ddpm/5_1/0/train.csv

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

iris/tab_ddpm/5_1/0/val.csv

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

iris/tab_ddpm/5_1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.979995648806996,3.16440618467397,1.2361777934604419,0.2,Iris-setosa
+1,4.772910146470899,3.4417688480343704,1.382135501956175,0.3042064520866138,Iris-setosa
+2,5.311425588064328,3.8767051132388333,1.4687975163554898,0.49505660871473617,Iris-setosa
+3,5.11112649570446,3.784811771045768,1.7231784792868758,0.38803970029473134,Iris-setosa
+4,5.595344227195791,2.689458080155512,4.205443510367875,1.2961598729011887,Iris-versicolor
+5,5.035328995899291,3.293646074646792,1.300102936477531,0.2,Iris-setosa
+6,5.535185888387043,2.6080596721352887,4.312911380164192,1.279145429182579,Iris-versicolor
+7,5.801513395867345,2.700766783817709,5.104901189855457,1.8969411840299393,Iris-virginica
+8,6.029116885052036,3.407281391032058,4.482923695365475,1.5958422937091898,Iris-versicolor
+9,4.8416062156166895,2.403673983749936,3.231101912562483,0.927454606217434,Iris-versicolor
+10,6.629840217738608,2.9946496004231484,4.951849940381849,1.6107922183940113,Iris-versicolor
+11,4.861920090838286,3.112054944965246,1.4905772015238683,0.1,Iris-setosa
+12,6.473647333792956,2.9543408849568085,5.526665735804328,1.8012653582246163,Iris-virginica
+13,6.6839650959668395,3.0005494938808672,5.005090024644837,1.7159514955214168,Iris-versicolor
+14,4.878318714964085,3.0240458386210713,1.383850420740912,0.2,Iris-setosa
+15,4.400000513547809,2.891034708335823,1.388694227472647,0.2,Iris-setosa
+16,5.034750655774905,2.4715216072692128,2.8610364644620114,1.1013835660527487,Iris-versicolor
+17,5.438589251824689,3.403603423568079,1.8338915462615433,0.2,Iris-setosa
+18,6.02357597854118,2.7127728724027502,5.098744052560646,1.6030433949375031,Iris-versicolor
+19,5.98893854669641,3.0054394608210684,4.887821786031656,1.8034852155054069,Iris-virginica
+20,6.7246325728474785,3.3027325155387026,5.703004463680754,2.102615755464465,Iris-virginica
+21,6.76446325900616,3.2756082883877404,5.668577423039457,2.5,Iris-virginica
+22,6.2923204563056085,3.3856646653672624,5.597287073999957,2.4057670300012597,Iris-virginica
+23,6.5106445860899465,2.9830318852830118,5.512539919864865,1.7943549225956799,Iris-virginica
+24,7.032567654057422,2.998144823300061,5.789918188917927,2.0997398703586443,Iris-virginica
+25,4.968277896643551,3.2258289231179926,1.4109177238163222,0.2,Iris-setosa
+26,5.171392761962325,3.42986247317088,1.4050240456238683,0.2,Iris-setosa
+27,7.276498821516597,2.939338712045248,6.169117449473285,1.9119016921101,Iris-virginica
+28,7.699809403733781,2.8410053586893182,6.6998386329880715,1.9166714825315236,Iris-virginica
+29,5.885790022943954,3.196291841614398,4.8130031890256175,1.8254452669492727,Iris-versicolor
+30,6.180857044692795,2.99667286417779,4.5708898765457695,1.3727041181493178,Iris-versicolor
+31,5.556968462755949,2.657377877389808,4.205686809005628,1.2761899009893503,Iris-versicolor
+32,6.32948080074222,2.7148362223120315,4.901892721270412,1.7987505844001315,Iris-virginica
+33,7.295407411730418,2.907842427087272,6.3091178801125745,1.7824227190766502,Iris-virginica
+34,6.7360281481196935,3.302436459392179,5.7468491838944535,2.1059086451760223,Iris-virginica
+35,5.40135685221387,3.8850666555240756,1.3039869746269153,0.388828363405164,Iris-setosa
+36,6.007187534863242,2.958463586984235,4.7450810696470755,1.7898695833436737,Iris-virginica
+37,5.401469611975644,3.9266579127038703,1.2689673949653382,0.5445356788205946,Iris-setosa
+38,6.203790026592269,3.287815807940113,4.521650763939483,1.5328442425401059,Iris-versicolor
+39,4.580993363213251,3.604828678132151,1.0,0.2,Iris-setosa
+40,5.048092964367014,3.4943222853030105,1.3099308071747453,0.2620971232698323,Iris-setosa
+41,4.8656201661135015,3.0863321452995693,1.4934666974875153,0.1000001670312906,Iris-setosa
+42,5.106729595358754,3.3084133984011683,1.7356930232262433,0.4499549336645305,Iris-setosa
+43,6.573198304388306,2.985506473688045,4.3943968889408715,1.3984642150788706,Iris-versicolor
+44,5.9076100410980255,2.9893380104831246,4.254068785689616,1.3389818267701963,Iris-versicolor
+45,5.394386412116135,3.891836657864336,1.87226380491798,0.4123704909561961,Iris-setosa
+46,6.788488408995022,3.2908452215283646,5.698613437903607,2.5,Iris-virginica
+47,4.901096780809091,2.9766505874411155,1.3869640031491797,0.2,Iris-setosa
+48,5.476020469817096,4.209761110451462,1.4012428392363605,0.2,Iris-setosa
+49,5.162307676801493,3.4582562629909015,1.4923669726919981,0.2,Iris-setosa
+50,5.881822149372611,3.1913899526013094,4.811337057978478,1.8018965735969201,Iris-versicolor
+51,4.901143822020895,3.021367830497088,1.400121280325001,0.2,Iris-setosa
+52,5.50280819226305,2.6077822695276205,4.247457544754377,1.2643895881646288,Iris-versicolor
+53,6.301150799154013,2.8059884590146655,5.091450322531864,1.5126531773701088,Iris-virginica
+54,7.6999989498320875,2.7485980229729465,6.7,2.054092385830224,Iris-virginica
+55,5.097400793439288,3.5151204377877607,1.4024976877093818,0.30649728599320136,Iris-setosa
+56,6.375283853688072,3.0908578382606615,5.487733407940376,1.8011129196804947,Iris-virginica
+57,5.769372839188106,3.0006686837586027,4.254247230980002,1.3349471665210246,Iris-versicolor
+58,6.326051421606955,2.9288293013065854,5.555829660225159,1.808131033850426,Iris-virginica
+59,5.207565521149567,3.406677865207597,1.4052084552587913,0.2,Iris-setosa
+60,6.050865486726922,3.0068954938089703,4.5475431404605535,1.3930766643490953,Iris-versicolor
+61,6.028180713167715,2.960201702679387,4.8040897580922275,1.8013501968018004,Iris-virginica
+62,5.10255393603172,3.7758708573156663,1.6130343292484177,0.2,Iris-setosa
+63,4.667700304803615,3.403483829124097,1.469282316051294,0.2803482907370143,Iris-setosa
+64,4.4,2.9025810265317213,1.4032065463164032,0.2,Iris-setosa
+65,5.476611066290459,3.001629323283827,4.544172548240161,1.5039691971137552,Iris-versicolor
+66,5.006604200947582,2.4456889225473413,3.310711949136187,1.0667518611979814,Iris-versicolor
+67,4.835423078583727,2.382455795222893,3.2653301764637983,0.9765857905064225,Iris-versicolor
+68,5.1129573174543355,2.490814407225755,3.021164375780878,1.0128332074888662,Iris-versicolor
+69,4.985142053194279,3.1880595036428816,1.2179577845590723,0.2,Iris-setosa
+70,5.202820555402098,3.404648132863623,1.4178041673444661,0.2,Iris-setosa
+71,5.48159975963572,2.412002283381226,3.839580262790033,1.1457033767283724,Iris-versicolor
+72,5.112550119890924,3.2963898568118863,1.7406944390752397,0.48767915420308416,Iris-setosa
+73,5.477336069446372,3.0024969393780387,4.515800035241088,1.5017471230581065,Iris-versicolor
+74,5.4983235321121455,2.393280583313515,3.685026266963212,0.9879569895146558,Iris-versicolor
+75,5.555986678228238,3.004601752975152,4.503678964063597,1.4985516327508432,Iris-versicolor
+76,4.9145896475173405,2.4116580933782963,3.247675997343653,1.0359748071871127,Iris-versicolor
+77,4.4,3.139492899058974,1.3269624225399999,0.2,Iris-setosa
+78,4.906146173317926,2.410105662478536,3.156870359422945,0.9918862299392759,Iris-versicolor
+79,6.310872184361775,2.6994065677378685,4.914830781456765,1.815855079088766,Iris-virginica
+80,5.063706934952864,3.5077817627069785,1.3904882039249298,0.30821468627010346,Iris-setosa
+81,5.111900562891522,3.343460950683989,1.3728375432652822,0.2,Iris-setosa
+82,6.083897050619527,2.6043765979278373,5.574567753455565,1.3952692988586055,Iris-virginica
+83,5.998555742396599,3.390053696318617,4.486935880862985,1.5583478544494391,Iris-versicolor
+84,6.8338396310887735,2.9908245087896943,5.505922418760433,2.1087860372634593,Iris-virginica
+85,7.6999983219243795,2.833820745365883,6.699997753094342,1.9806286453698798,Iris-virginica
+86,6.322697793711334,3.3989913219369536,5.5893026116606785,2.3898012706620446,Iris-virginica
+87,6.696321308654538,3.2930331744686545,5.779077035414178,2.499999442093486,Iris-virginica
+88,5.808229052838732,2.8235400111565845,5.116624246945939,2.3946891499317626,Iris-virginica
+89,5.002006412706635,3.54328101137814,1.3201641080451527,0.21576592635905065,Iris-setosa
+90,6.702844181658812,3.284452610831218,5.724225157518051,2.4999994037127466,Iris-virginica
+91,6.041270864630462,3.3630864033736434,4.532801270457976,1.5959464888994737,Iris-versicolor
+92,6.247435668023194,2.5507757139276066,4.94601569074236,1.5370445777519988,Iris-versicolor
+93,6.556100497026086,2.9621119201106163,4.334910669550389,1.37165697980259,Iris-versicolor
+94,6.291484121494586,2.5046450309766697,4.99566816702958,1.8974458422077194,Iris-virginica
+95,5.433704536202754,2.9915080726314938,4.487861253686531,1.4943237445321766,Iris-versicolor
+96,5.070266176288594,3.4950655888758995,1.3473590280159555,0.2822867196770441,Iris-setosa
+97,5.813504673717423,2.713387337810718,5.104900849441395,1.9092690501933705,Iris-virginica
+98,6.286116114835245,2.8009915359955495,5.0724209246866865,1.5453474058886427,Iris-virginica
+99,6.35150675648795,2.8120267698101826,5.498922101931794,1.8338179897582771,Iris-virginica
+100,7.7,2.8081431779437644,6.7,1.9939723521976962,Iris-virginica
+101,5.998966319091752,3.400686384857766,4.5476574157274605,1.5885019891515442,Iris-versicolor
+102,5.578800186567623,2.9999509699025264,4.511996421536416,1.4919168918554586,Iris-versicolor
+103,6.161799406828093,2.9013999470952747,4.861562996813816,1.7731705694198743,Iris-virginica
+104,6.629375404846499,3.0137564312549188,4.386131946776915,1.4072967060544666,Iris-versicolor
+105,6.007779271085015,3.3993651431233953,4.484254653754861,1.5792650414421627,Iris-versicolor
+106,5.550210751563166,2.9986422831551733,4.143945303408227,1.3171842226893427,Iris-versicolor
+107,5.583561206963749,3.023339535189614,4.075554925917495,1.3159147898192192,Iris-versicolor
+108,6.459336728284974,3.0694757232892744,5.492629345750489,1.8145204207438879,Iris-virginica
+109,5.489149111300021,2.6062094563516944,4.430480656444427,1.1794367181726744,Iris-versicolor
+110,7.699998699788569,2.7814933886237463,6.699998921864873,1.9842493982569083,Iris-virginica
+111,6.906188852688564,3.1971225059234087,5.708340197331805,2.2978263807929276,Iris-virginica
+112,5.982339608736692,2.2,4.983987014642785,1.4776293605974202,Iris-virginica
+113,4.584625506410223,3.204819691812871,1.370945755107173,0.2,Iris-setosa
+114,4.597568591427922,3.3863880698553936,1.385654427396854,0.2997991051887056,Iris-setosa
+115,4.874811401920854,3.1048301716539535,1.508908340457828,0.1,Iris-setosa
+116,6.303684651324435,2.699685437228796,4.934051506946346,1.7978278136741883,Iris-virginica
+117,5.204685910332452,3.3998150301966152,1.3893552461373497,0.2,Iris-setosa
+118,5.468908196305581,4.0941132995366525,1.4132468703036285,0.2,Iris-setosa
+119,6.153133522455453,3.309213452783332,4.513517086483358,1.532877537497736,Iris-versicolor

iris/tab_ddpm/5_1/1/test.csv

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

iris/tab_ddpm/5_1/1/train.csv

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

iris/tab_ddpm/5_1/1/val.csv

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

iris/tab_ddpm/5_1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.520766775451642,2.393123168566596,3.709445314248012,1.0273277373300185,Iris-versicolor
+1,6.0193241946744065,2.702979492681844,5.184276069631283,1.609571437768452,Iris-versicolor
+2,6.000279084791732,2.9862307714718663,4.816144142503466,1.812397236562544,Iris-virginica
+3,6.007671616810603,3.4017777659538297,4.478779789191386,1.5918388567041184,Iris-versicolor
+4,6.7322284967831845,3.2930769792601997,5.732419773086039,2.4999995173433156,Iris-virginica
+5,5.906483008555319,2.9877668437316705,4.207288862820249,1.487311440759135,Iris-versicolor
+6,4.871194800661546,2.4149064460310736,3.0955709874725477,0.9016336264994746,Iris-versicolor
+7,6.694511576051717,3.1076757807252124,4.411850788740429,1.4030189008202392,Iris-versicolor
+8,5.317715123277536,3.8782126553723213,1.6440818871459726,0.3837232972346106,Iris-setosa
+9,6.590060345342185,3.2489023447624987,5.618246967313682,2.0019168296953405,Iris-virginica
+10,6.32113380326456,2.295946371300956,4.462713985293264,1.302747207786323,Iris-versicolor
+11,5.927134015652929,3.202448086330851,4.769238755248979,1.8127147662419036,Iris-versicolor
+12,4.999893034906491,3.2803693003310834,1.403718036342694,0.2,Iris-setosa
+13,6.328397011378576,2.5441688015493824,5.056576244741847,1.9024367164308356,Iris-virginica
+14,5.081397530984294,3.6035897910832864,1.4465718748519183,0.38544784314772174,Iris-setosa
+15,5.499335957810714,2.3931283245069084,3.7491155907341405,1.0808187561802383,Iris-versicolor
+16,5.094021098351903,3.7531984451273033,1.612626746729275,0.2,Iris-setosa
+17,5.992702714757067,2.2,5.015985752511234,1.486920781056669,Iris-virginica
+18,5.7774454086942155,2.9989197498933167,4.273543189835084,1.4927117188734262,Iris-versicolor
+19,6.006217936878793,3.397795346230325,4.500471445456871,1.5862747583920687,Iris-versicolor
+20,5.118727098567961,3.7023259372673563,1.5794508624137835,0.2,Iris-setosa
+21,5.11158360672065,3.297756290943008,1.8203445446030617,0.42736490554202083,Iris-setosa
+22,6.122071981027505,2.992374781368306,4.626016912024925,1.4130400455570997,Iris-versicolor
+23,5.885656555001153,3.198849998690959,4.815869920418449,1.7948840836253297,Iris-versicolor
+24,5.808085358439137,2.7291118705625306,5.099837632623359,1.890072862377823,Iris-virginica
+25,6.305021411744472,3.3829710084279094,5.590391408965566,2.3912878745435115,Iris-virginica
+26,5.134343123984375,3.5127091951133695,1.3808309700882115,0.3051362744270356,Iris-setosa
+27,7.6999989828855036,2.771818830534459,6.699998197467005,1.9548602013319483,Iris-virginica
+28,5.369967867257703,3.925660092913643,1.2890277512140256,0.505950087267347,Iris-setosa
+29,5.999631117401579,2.2000003082474047,4.957513197145094,1.4994348110027924,Iris-virginica
+30,4.490613126577575,2.2957479915351984,1.3005760363500574,0.2890887637910956,Iris-setosa
+31,5.401031076871135,3.9212327218078245,1.7402853294234424,0.3985770195403985,Iris-setosa
+32,6.303121946832742,2.7080052308128013,4.89352330842751,1.7705180750005651,Iris-virginica
+33,7.118286992477852,2.992394412870727,5.885146203228587,2.0919469993775976,Iris-virginica
+34,5.49157916960035,4.201252595783384,1.4016100550057147,0.2,Iris-setosa
+35,6.300551822586444,3.4155295970228448,5.624868552141491,2.40938316431112,Iris-virginica
+36,5.980232584447845,3.4106670113906117,4.511051914784454,1.6319813840039872,Iris-versicolor
+37,5.094248510490414,3.763944054574377,1.972484949186276,0.41377192135588114,Iris-setosa
+38,5.2258078322643104,3.473009085187456,1.5354407421837746,0.2,Iris-setosa
+39,5.983886192984481,2.703128897556006,5.0849333570899535,1.5706956828246494,Iris-versicolor
+40,6.142786528435711,2.9839104244561083,4.587382386204621,1.3712328169782968,Iris-versicolor
+41,6.682709664399665,3.2939313325541355,5.675741999656554,2.086236425320303,Iris-virginica
+42,6.6967528168050094,2.986394624630331,4.988425456959136,1.70171700925745,Iris-versicolor
+43,5.7700448493350525,2.6723804367416704,5.087648805178886,1.920344563888886,Iris-virginica
+44,5.516127078444281,4.2009738504947665,1.4071720072426526,0.2,Iris-setosa
+45,5.498857648781261,2.4133810092282872,3.649002057313192,1.0786500012740432,Iris-versicolor
+46,5.102726329609525,3.776772456218878,1.938496665730579,0.48517083504384717,Iris-setosa
+47,5.344334820663458,3.888013888831416,1.4879625875954992,0.2,Iris-setosa
+48,5.504222418391867,2.5922411492984545,4.39651555969867,1.1598896482368324,Iris-versicolor
+49,6.000973133135987,3.003041537787812,4.779221732973447,1.7978587131310237,Iris-virginica
+50,5.802892354767287,2.684937149460296,5.107824959041062,1.903619925328956,Iris-virginica
+51,6.346187729453509,2.482734046229669,4.854730690287562,1.5047876604260964,Iris-versicolor
+52,5.410746793830132,2.9983808584805005,4.451372263198364,1.482245783146449,Iris-versicolor
+53,6.33172947533199,2.467754416944011,4.863451724140228,1.489295923578397,Iris-versicolor
+54,5.559608997115037,2.65940711219775,4.342955571805919,1.2719934987251045,Iris-versicolor
+55,5.790562330217194,2.674145151661833,5.087702682305387,1.911957111326739,Iris-virginica
+56,5.8754648118945445,3.192975000970046,4.780849294294269,1.7917883586047458,Iris-versicolor
+57,5.902932011807048,3.209136969729568,4.798214463465377,1.7841280589822959,Iris-versicolor
+58,5.747834109786704,2.5949173086098045,5.064258240432574,1.9497787898093604,Iris-virginica
+59,6.447323752740279,2.980344519667838,5.508926295884689,1.7967442588104556,Iris-virginica
+60,6.287606261619623,2.4949433316804845,4.872208997429472,1.50125844689843,Iris-versicolor
+61,5.759844939558614,2.5524630072477947,5.050336413463675,1.9649199242810473,Iris-virginica
+62,5.872277078961073,3.00200705344291,5.1174575674143545,1.8071472740658578,Iris-virginica
+63,6.2750956474288575,2.7514954189191863,4.884290483542649,1.7719858785174152,Iris-virginica
+64,5.486369805958694,3.004803621628457,4.516685501353014,1.4950320325966195,Iris-versicolor
+65,5.1137566833095205,2.5643845917583548,3.099828044659405,1.308892073093597,Iris-versicolor
+66,5.253436944639118,3.898379475049878,1.6968669278096649,0.3726937769645474,Iris-setosa
+67,5.5084657162147135,2.4184687629856865,4.037895415945364,1.1202728520714784,Iris-versicolor
+68,5.0891006048758864,3.4019330418734812,1.5042179730655811,0.2,Iris-setosa
+69,6.514405379114836,2.9938171049493447,5.521543955130521,1.8047157166829224,Iris-virginica
+70,7.261614268188957,2.899687345564575,6.257027979351116,1.8183709101308867,Iris-virginica
+71,6.689121418947433,3.116058003785071,4.413108754441858,1.407064528513525,Iris-versicolor
+72,6.300554906945052,2.859331840304832,5.6926219766435215,1.7838460012342043,Iris-virginica
+73,5.5732347396074235,3.0145901366554617,4.129774333745689,1.30789091057353,Iris-versicolor
+74,4.9905633373090845,3.6104498681001465,1.3988491127735223,0.2,Iris-setosa
+75,4.900943469104141,3.0266279736650263,1.4068468964494243,0.2,Iris-setosa
+76,5.2019045392233245,3.4445615558112053,1.4243894695199226,0.2,Iris-setosa
+77,4.4,2.9164890700541104,1.4111064716041037,0.2,Iris-setosa
+78,5.2729992956964615,3.6392528040802494,1.5084011626884348,0.2,Iris-setosa
+79,4.400000565029124,2.887335390927827,1.3546593107772722,0.2,Iris-setosa
+80,5.057125160465799,3.3956583176662947,1.5048297492146867,0.2,Iris-setosa
+81,5.596612057006416,3.0064452916821955,4.042731528045767,1.304504169889305,Iris-versicolor
+82,5.132380295700035,3.8387145526221698,1.8512463910486463,0.3925375725452428,Iris-setosa
+83,4.594633521110822,3.361483518082996,1.4007027639168257,0.26172224334424565,Iris-setosa
+84,4.9098124868080335,3.019275166094326,1.386909740496896,0.2,Iris-setosa
+85,5.005009651551525,3.605020601044307,1.3656610206299913,0.2,Iris-setosa
+86,6.596238070071972,2.9698165426662935,4.354890623480366,1.3906085269893365,Iris-versicolor
+87,5.913899311630864,3.013704005445086,5.145703002133538,1.8157232501173124,Iris-virginica
+88,5.936081635458768,2.808670489276115,4.96078813550378,1.8311071443797569,Iris-virginica
+89,5.091037979941781,3.722432955861625,1.4855325568567053,0.4315589002639698,Iris-setosa
+90,5.012380653220974,3.440408776706127,1.38398904791565,0.2257449150094597,Iris-setosa
+91,6.271150130952954,2.3155386287881154,4.458874517569869,1.3131616676339672,Iris-versicolor
+92,6.007490219943325,2.7004473890143683,5.098147580849441,1.6289238744269747,Iris-versicolor
+93,5.2164441961320795,2.7401191042304625,4.030705318798145,1.4153534199908815,Iris-versicolor
+94,5.80148180808985,2.70638507235504,5.125394897350981,1.8890908893680114,Iris-virginica
+95,7.196367734384863,2.981795516644993,6.0267261763200315,2.0638662117318725,Iris-virginica
+96,5.111245767534315,3.630895408443077,1.5818879990011296,0.2,Iris-setosa
+97,7.7,2.834702554364185,6.7,2.031914603155643,Iris-virginica
+98,6.751234043167547,2.9979232011022074,5.498639647480702,2.081520108341487,Iris-virginica
+99,5.496350159437108,2.406504485866094,3.671916209091362,1.0785807731492447,Iris-versicolor
+100,5.389341755198934,3.837226092154067,1.3050728578861244,0.38748212712504937,Iris-setosa
+101,7.063750872052092,3.003004913817912,5.789538580267357,2.1003109290192605,Iris-virginica
+102,5.999214047206364,3.4245000450069236,4.453352498031695,1.5870153372897682,Iris-versicolor
+103,5.376430865082857,3.8765936079565533,1.670236184364726,0.3944284635205823,Iris-setosa
+104,5.022718362558139,2.467894932541389,3.3324138669276646,1.1238353698395884,Iris-versicolor
+105,5.765852530309925,2.72383952748998,5.103160213050929,2.3551644615623513,Iris-virginica
+106,4.400000751076437,2.9053064357689435,1.4023129751394021,0.2,Iris-setosa
+107,7.172037293138726,3.001792959956694,5.966167223287351,2.0981485627101657,Iris-virginica
+108,4.582479711665716,3.6128330671596967,1.0000004224130086,0.2,Iris-setosa
+109,5.5157810956166164,2.5977638745281633,4.415200841437539,1.1983104177201,Iris-versicolor
+110,6.430161268517506,2.9669471292205087,5.578866311992005,1.780303041444528,Iris-virginica
+111,5.004006884225839,3.507542908218873,1.32322129671022,0.2966759417749505,Iris-setosa
+112,5.251154234645203,3.5664199531265535,1.5068218741738695,0.2,Iris-setosa
+113,5.0056328021141905,3.3005455000873045,1.4127135382477125,0.2,Iris-setosa
+114,6.668002036891139,3.074018473814017,4.489821990700117,1.4339451278823276,Iris-versicolor
+115,5.7917964983824435,2.697056935912429,5.099043558195014,1.9056448067822584,Iris-virginica
+116,5.172825575490179,3.403685394771169,1.5617097434809983,0.2,Iris-setosa
+117,6.6931969804463165,3.10771920689245,4.426167270503289,1.4160102641461696,Iris-versicolor
+118,5.100699299206711,3.3416067747781124,1.3537298416220689,0.2,Iris-setosa
+119,5.009381656699778,3.282197028673566,1.4283546270952572,0.2,Iris-setosa

iris/tab_ddpm/5_1/10/test.csv

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

iris/tab_ddpm/5_1/10/train.csv

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

iris/tab_ddpm/5_1/10/val.csv

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

iris/tab_ddpm/5_1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.100555913129365,3.6147616100570237,1.490268306795773,0.39064848258466783,Iris-setosa
+1,6.286118452737207,3.391709063423392,5.614582634694968,2.3914524098274583,Iris-virginica
+2,6.497088865728547,2.9439464215028073,4.369261402536872,1.3545765862313934,Iris-versicolor
+3,5.545160847648299,2.6813753033476577,4.203856556960468,1.3050888690908584,Iris-versicolor
+4,5.032313912700299,2.470591864454207,2.7456847060839804,1.1310281010174899,Iris-versicolor
+5,4.904690915872455,3.112249001384345,1.5013361967669798,0.10000016317025043,Iris-setosa
+6,4.8572916260970596,3.075856713632522,1.5072474533349087,0.10000011582656143,Iris-setosa
+7,4.997996208293819,3.1755148244441953,1.1838113535968293,0.2,Iris-setosa
+8,5.78872579600176,2.7086639779242088,5.112761658314042,1.8906912684622887,Iris-virginica
+9,5.434898219027099,2.999051900526829,4.54040833478668,1.5029595329166026,Iris-versicolor
+10,6.945834789052891,3.158814597640237,5.751903243329581,2.277433601443722,Iris-virginica
+11,5.807909164482674,2.690963767788425,5.088780311426483,1.9065090404705332,Iris-virginica
+12,6.3811164258037545,2.7087485895926418,5.282018824652291,1.8867863476221909,Iris-virginica
+13,5.090931973209455,2.497011148568425,3.083009960803759,1.0748152482168707,Iris-versicolor
+14,5.108972565893462,3.309293898664422,1.7772320730304938,0.5216065575216674,Iris-setosa
+15,5.284175303400694,3.811650424622195,1.5322378907209768,0.2,Iris-setosa
+16,6.831227655537372,3.116914092752653,5.609094486966195,2.236130168178396,Iris-virginica
+17,4.879146085927472,3.110174403600061,1.4944792815920898,0.10000010542804458,Iris-setosa
+18,5.710073045288906,2.5058125663642374,5.008893896928211,1.9948694910874871,Iris-virginica
+19,5.976534041696329,3.3734316307989234,4.499756203626603,1.6050396987431246,Iris-versicolor
+20,6.1509284933374735,3.0095701481620263,4.510659268801546,1.3928554834361575,Iris-versicolor
+21,6.313495886266881,3.414922234911203,5.5840316548733355,2.4051065732026737,Iris-virginica
+22,6.6948223485845295,3.2983577528540846,5.656641689808822,2.4999994303802113,Iris-virginica
+23,6.3762692681284365,3.111759170074271,5.5073147668085145,1.8100152955541937,Iris-virginica
+24,7.351808517272249,2.9098389038060652,6.354899047843103,1.819113092447325,Iris-virginica
+25,7.066100031137229,3.0096957172772365,5.867679576031146,2.1138312766340586,Iris-virginica
+26,5.492951799212968,2.417256325614319,3.8764226120694643,1.1595502963998499,Iris-versicolor
+27,7.24221330300219,2.9285546118646955,6.215419704477647,1.84125341889295,Iris-virginica
+28,4.969630034008935,3.2610716321717255,1.3770083926297314,0.2,Iris-setosa
+29,6.721413275270291,3.082658735404771,4.4502819929406074,1.3900278198731408,Iris-versicolor
+30,6.285575520889293,2.3023454943263464,4.426355596021069,1.2867441291907304,Iris-versicolor
+31,5.988493521909418,2.6937113396771024,5.130891116224762,1.6058118059565285,Iris-versicolor
+32,5.491968385933505,4.202463934675748,1.3644825211128422,0.2,Iris-setosa
+33,5.3612928327739935,3.4177131172594795,1.6640289992229744,0.2,Iris-setosa
+34,5.082778768860332,3.2948878341537076,1.6977930110434822,0.514044610041949,Iris-setosa
+35,6.363694065547192,2.9140420034497394,5.296895492059,1.7640116031127502,Iris-virginica
+36,6.2515049484675895,2.8767123774731447,5.519385367912843,1.6943598646345077,Iris-virginica
+37,4.825286745742121,3.416480858274607,1.5910737550596024,0.2,Iris-setosa
+38,4.990782623551959,3.569981049116801,1.3620553144388072,0.23530426674074906,Iris-setosa
+39,5.09075313583742,3.386644142163858,1.496641563727717,0.2,Iris-setosa
+40,5.184742978956163,2.702066158269363,3.982606425966848,1.4053824074366612,Iris-versicolor
+41,6.6935847023643795,3.303063799764765,5.639599476236236,2.5,Iris-virginica
+42,5.5350620146893945,2.425357629529265,4.026099187754228,1.0982133360479187,Iris-versicolor
+43,4.598101080158074,3.606034052065629,1.0000004123832684,0.2,Iris-setosa
+44,5.308251519691333,3.7262282601523062,1.496292627409159,0.2,Iris-setosa
+45,5.23106822227872,2.4426787542503776,3.3427914292757217,0.9201259239851668,Iris-versicolor
+46,5.097832912254985,3.8253464852277173,1.6154829404181128,0.23894325136605793,Iris-setosa
+47,4.8839411455263875,3.1104802778231266,1.5040461633272557,0.1,Iris-setosa
+48,4.4,3.2027702730874745,1.299242315497744,0.2,Iris-setosa
+49,5.503226043658279,2.39124015384097,3.625696845491416,0.9945293277021903,Iris-versicolor
+50,6.0064467068412055,3.3899870483673573,4.527761706887419,1.608526753736343,Iris-versicolor
+51,5.063713499968099,3.3767588481982282,1.4168281122377366,0.2,Iris-setosa
+52,6.782116560586353,2.994456845971865,5.473687160625798,2.08787185778186,Iris-virginica
+53,6.360175692019059,2.9005037799256477,4.325145075096385,1.3031275161031364,Iris-versicolor
+54,7.7,2.7858114699932446,6.7,2.0149544020226635,Iris-virginica
+55,6.322726420687415,2.548501253319445,5.072912989461142,1.9074783276162763,Iris-virginica
+56,6.003581248749289,3.4194839570484783,4.498109935254145,1.6038866253954356,Iris-versicolor
+57,4.4,3.1503635300872013,1.3114348564145453,0.2,Iris-setosa
+58,5.103010865200976,3.85614890513922,1.6263344027879576,0.2,Iris-setosa
+59,6.306279409368538,2.735382918774848,5.335333586742277,1.8486932266732907,Iris-virginica
+60,6.043697651128967,3.38383908748561,4.470432212088898,1.5873706619826338,Iris-versicolor
+61,6.288474647935751,2.308205660099634,4.403148797305424,1.2932887593075362,Iris-versicolor
+62,6.766307785290682,2.9754254575125128,5.434292011810585,2.0786337061271603,Iris-virginica
+63,4.627124486998648,3.2547584966332543,1.406930847806988,0.2,Iris-setosa
+64,6.356250885741614,2.8971481246960815,5.5660050515906425,1.8155405592299378,Iris-virginica
+65,5.57436294956125,2.6651171275991556,4.261409996975547,1.2721489517079663,Iris-versicolor
+66,6.729698530172837,3.002614489199989,5.015641142711077,1.7129280220446483,Iris-versicolor
+67,6.687776563336749,3.3026565492521733,5.659018386751792,2.0892603198992314,Iris-virginica
+68,5.082125126806007,3.5090296282149125,1.3885347569385094,0.3074014060297374,Iris-setosa
+69,7.699998525092013,2.7794449180712424,6.7,1.9786378698203024,Iris-virginica
+70,6.731013022662934,3.278119040457043,5.6690904143055185,2.5,Iris-virginica
+71,6.296418305743999,2.5831415719545077,4.928985855776908,1.8279808723446362,Iris-virginica
+72,4.589505090639278,3.1962494872042986,1.3857134673624936,0.2,Iris-setosa
+73,6.776779725303192,3.0261193642464588,5.528097748320576,2.1102676951520576,Iris-virginica
+74,6.11175634181954,3.000338259898911,4.650342212436014,1.3957815199820862,Iris-versicolor
+75,5.8037459379597545,2.773434970423317,5.088590245946003,2.4011065831387124,Iris-virginica
+76,5.708263143979595,4.4,1.4864292277871516,0.5329165171792969,Iris-setosa
+77,6.502253812946321,2.946346568812193,4.338891689368976,1.3415996721326409,Iris-versicolor
+78,5.985519994190117,2.6917439778067975,5.095621606366514,1.6011591989678744,Iris-versicolor
+79,5.708326149718878,2.558290729523827,5.026517506414898,1.9756719527999662,Iris-virginica
+80,5.2948550618493195,3.4011078810841058,1.632441931182611,0.2,Iris-setosa
+81,6.667553538273828,3.084360081291816,4.437787779367285,1.418491664973434,Iris-versicolor
+82,5.375589102132095,2.9720096757396397,4.444040828812647,1.5002328640664429,Iris-versicolor
+83,6.009326534006849,2.6993986079223,5.1066287576388,1.5842465193635948,Iris-versicolor
+84,5.789698295527707,2.704651788495225,5.108847352380921,1.8994170532960273,Iris-virginica
+85,5.002569137350434,3.2219545504904175,1.2247874875845368,0.2,Iris-setosa
+86,5.787023146146491,2.7094379337982004,5.096130566812008,1.8925390075356465,Iris-virginica
+87,5.084175808029157,3.745451888640425,1.8061610133044037,0.411520537306733,Iris-setosa
+88,5.471023315176127,2.3989107530976215,3.5520309067310976,0.984865640602187,Iris-versicolor
+89,5.898293240740488,3.2090318777228473,4.8235991856300995,1.785353438026574,Iris-versicolor
+90,5.736207640901142,4.4,1.5056902745950307,0.5038888125832564,Iris-setosa
+91,5.655674169296888,2.992227694364962,4.207470794226152,1.3137804432889755,Iris-versicolor
+92,5.0630571104616475,3.7573594230580283,1.61398537279147,0.2,Iris-setosa
+93,5.091600197737624,3.7954548955691383,1.8208420920902955,0.3872105988528315,Iris-setosa
+94,5.003453345204348,3.513443962667312,1.2893527908256546,0.2828169274252298,Iris-setosa
+95,5.836720353844975,2.8031601438079816,5.154144099184216,2.4057220864133346,Iris-virginica
+96,5.09739195205331,3.292796085825668,1.7863631290382436,0.5295508022977825,Iris-setosa
+97,5.733423379342289,2.5040599027572044,4.999698665068272,1.9873490172026087,Iris-virginica
+98,5.3535892033143195,3.4008121739160844,1.645354675039735,0.2,Iris-setosa
+99,5.805584059921456,2.808717358970254,5.170087971057487,2.4057428045963714,Iris-virginica
+100,6.687786402238126,3.001982782113285,4.991332396974049,1.6690894359489268,Iris-versicolor
+101,5.515802837798427,2.937241412511754,4.117953323877735,1.292411201086527,Iris-versicolor
+102,5.05086437174467,2.4985175530473827,3.1389552594756283,1.2320933212805218,Iris-versicolor
+103,5.812541350135753,2.721148937393583,5.128783122516962,1.8917858056863244,Iris-virginica
+104,5.4936733322520945,2.4358220203517686,3.94067934055857,1.1204680062817078,Iris-versicolor
+105,5.087820079458721,3.3026678111155494,1.8665365387967516,0.507105669493017,Iris-setosa
+106,5.909489087919269,3.011013513650146,4.228695245793682,1.4952489032049563,Iris-versicolor
+107,5.419280969512504,3.002000173178003,4.421648933261145,1.4952842940533635,Iris-versicolor
+108,6.420405601731142,2.7111166676163876,5.330049297737334,1.90671790713223,Iris-virginica
+109,6.674079384795299,3.042864455267172,4.424941638532056,1.4101141376740396,Iris-versicolor
+110,6.697613343676953,3.2904419313267526,5.72429442871673,2.4999993003654755,Iris-virginica
+111,6.685092802591465,3.0697025493511827,4.44409771955216,1.4068751132669306,Iris-versicolor
+112,5.998457417999039,2.9981343074222973,4.439881111864183,1.4132179867075334,Iris-versicolor
+113,6.294908551329694,2.8566657503060773,5.5936885778661285,1.7837017527498173,Iris-virginica
+114,4.587343377045696,3.6413313699603584,1.0,0.2,Iris-setosa
+115,6.7061379164364405,3.323811346312667,5.709743838060947,2.5,Iris-virginica
+116,5.170009121784434,3.757760804191587,1.6036943746005505,0.4602470433502715,Iris-setosa
+117,6.092695605037709,2.6052250988396715,5.598003789075743,1.4032146012078413,Iris-virginica
+118,6.287697504596568,2.5600280490305662,5.035510423989019,1.9016844294876376,Iris-virginica
+119,6.922018767332203,3.127171202575575,5.653409647499125,2.259565325005206,Iris-virginica

iris/tab_ddpm/5_1/11/test.csv

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

iris/tab_ddpm/5_1/11/train.csv

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

iris/tab_ddpm/5_1/11/val.csv

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

iris/tab_ddpm/5_1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.950681044157051,2.990170335006567,5.0392683262335085,1.8104128228347758,Iris-virginica
+1,6.707883859525932,3.088271037373854,4.4279167622489926,1.3940344796095616,Iris-versicolor
+2,5.648381431789778,4.4,1.4952446256027008,0.3915198069180723,Iris-setosa
+3,5.09508520821491,3.3951750395658276,1.4991991714918491,0.2,Iris-setosa
+4,5.810533301918814,2.7164953799099227,5.092998135915059,1.8995731820356065,Iris-virginica
+5,6.2409340606707415,2.5449916641083354,4.936228117268994,1.5110846134695184,Iris-versicolor
+6,5.895435860239222,3.0110448310595945,4.2197235707206024,1.5062279503322393,Iris-versicolor
+7,6.352896329477311,2.8772089420692897,4.298905616943676,1.2774644855320443,Iris-versicolor
+8,6.280968503298185,3.345777672600016,5.577517479236017,2.376665539880301,Iris-virginica
+9,4.896482629027738,3.100826117389016,1.4892065654170399,0.10000010364364322,Iris-setosa
+10,5.065865780303951,3.3867597347351586,1.4983233518790346,0.2,Iris-setosa
+11,5.38518907873002,3.878442198208847,1.294089102168805,0.4489816194813139,Iris-setosa
+12,7.323510191298475,2.9123005694646475,6.321216933027814,1.8076064837483288,Iris-virginica
+13,5.519430648883344,2.402994892628563,3.8198440746614937,1.1558360482640166,Iris-versicolor
+14,5.382464460465973,2.9963062999087517,4.480334474780459,1.4886912610282201,Iris-versicolor
+15,5.502749228515965,2.406530809173291,3.7414153785483117,0.9809350589792436,Iris-versicolor
+16,5.9239658977086895,3.18326341865968,4.840732843899538,1.7732882132267773,Iris-versicolor
+17,5.106320604955847,3.3027171600331813,1.7423504593784043,0.5237661352252277,Iris-setosa
+18,5.104704628888718,3.745759787396652,1.6001031352311958,0.2,Iris-setosa
+19,5.295280173827017,3.842275904245855,1.5219254142647274,0.2,Iris-setosa
+20,6.837318587370131,3.0885490427852016,5.582348618404183,2.206356648129556,Iris-virginica
+21,6.309745890666567,3.0609355866085193,4.550612431278147,1.4352839618086726,Iris-versicolor
+22,6.325397026980741,2.486320236214404,5.002953887591225,1.8882604188006604,Iris-virginica
+23,5.001361186533286,3.1869812979584826,1.2213612697643466,0.2,Iris-setosa
+24,5.964775273285016,2.697506513627075,5.079882343521464,1.5601729834993008,Iris-versicolor
+25,4.602220644748201,3.2411031793854583,1.3882018996207237,0.2,Iris-setosa
+26,4.583030379370161,3.4066174123877455,1.3737991772446538,0.2939226437340757,Iris-setosa
+27,6.62302787539579,3.022478595933645,4.39128321457364,1.4057357776218293,Iris-versicolor
+28,4.400000568058121,3.207361677029122,1.295276199239079,0.2,Iris-setosa
+29,5.667848341116621,2.7324175489349023,4.197086413793675,1.3125017694758407,Iris-versicolor
+30,6.785176282829471,3.3668165464946096,5.626092172361095,2.5,Iris-virginica
+31,6.303678634425554,2.696532053856656,5.178962308586234,1.870542902990745,Iris-virginica
+32,5.000802316057339,3.6013124512247465,1.3928536707205756,0.2,Iris-setosa
+33,5.103216498894844,3.3135309893460505,1.681568982480125,0.49264383412967966,Iris-setosa
+34,5.149120291970555,3.3427821549483436,1.3267310627349733,0.2,Iris-setosa
+35,5.400777663172466,3.38755543226442,1.8535226391469966,0.2,Iris-setosa
+36,6.617005571875719,3.264198189900944,5.632596386274296,1.989110832721943,Iris-virginica
+37,6.507527037062598,2.9201100274331715,4.307966433053057,1.3231704529282309,Iris-versicolor
+38,7.699999000906274,2.7904174335351493,6.7,1.9873521220262294,Iris-virginica
+39,5.506275670369578,4.170019845934256,1.4007619484495832,0.2,Iris-setosa
+40,5.990389588875228,2.698637217907708,5.09324615246841,1.6127669285695316,Iris-versicolor
+41,5.205976917990893,3.5171679457523375,1.517832725494469,0.2,Iris-setosa
+42,5.635247115654563,2.990032276669334,4.141407229738249,1.3203293125837288,Iris-versicolor
+43,5.289720773467625,2.9556392389861315,4.331203650726911,1.4813155570076775,Iris-versicolor
+44,6.471095355505731,2.9173947005945307,4.270049726788092,1.3414709452411098,Iris-versicolor
+45,5.025431742020545,2.4722906182214475,2.7252045350285767,1.080540827462971,Iris-versicolor
+46,6.529926054979773,2.95799079979683,4.395658771193318,1.3760390318686007,Iris-versicolor
+47,5.616846218508849,2.9404147733571757,4.216012542126152,1.2932610746621769,Iris-versicolor
+48,5.095227864667939,3.4664905024615633,1.5431763160581238,0.2,Iris-setosa
+49,5.07592542792303,3.7832189148881783,1.6322245934491033,0.41069274824301766,Iris-setosa
+50,5.473446438744777,2.772845091800529,4.102013571870287,1.3051989759459994,Iris-versicolor
+51,5.018510517370395,3.285509940592072,1.3130331565609428,0.2,Iris-setosa
+52,7.69999832179508,2.798887254974658,6.699998363446442,1.9985479729813607,Iris-virginica
+53,4.83281143594474,3.408530870261236,1.5957346411760858,0.2,Iris-setosa
+54,7.699998230338308,2.79649435275583,6.699998765721987,1.964836371416326,Iris-virginica
+55,5.511924826450767,4.20486421361412,1.4024750831183028,0.2,Iris-setosa
+56,6.801864351706118,2.9999704317484794,5.514194565669438,2.0861474725941322,Iris-virginica
+57,6.6981098163524635,3.1273754639368136,4.404344007492753,1.40227167264891,Iris-versicolor
+58,6.302273201428843,3.4232869324782973,5.634988378152173,2.3980711816592155,Iris-virginica
+59,7.116818074075153,2.9822798976486293,5.960565487456818,2.055623986221614,Iris-virginica
+60,4.913367584809017,3.10211015299161,1.4913530959777468,0.1,Iris-setosa
+61,5.159072600095104,2.500919758573121,3.0904981896477084,1.061429289291865,Iris-versicolor
+62,6.418158308366019,2.9088565173125307,4.277080971978932,1.2958716468398865,Iris-versicolor
+63,5.525862316280825,3.020494323305362,4.541462522370981,1.5012878223062736,Iris-versicolor
+64,4.940330952343828,3.399751438258603,1.5701970539747454,0.2,Iris-setosa
+65,5.191263868870921,3.470277277923095,1.5016493050623336,0.2,Iris-setosa
+66,6.276763171428567,2.4919920043435493,4.889611050577414,1.4884460839337668,Iris-versicolor
+67,5.193789981418421,3.5055558362740733,1.4948120394259283,0.2,Iris-setosa
+68,5.518476579576871,2.5969067914324704,4.4391064657924915,1.2151416340003252,Iris-versicolor
+69,5.91890174234408,3.2099355218658365,4.817334682927968,1.7860619612836195,Iris-versicolor
+70,6.750959589399047,3.0034593279636015,5.021190011925045,1.7127451027631246,Iris-versicolor
+71,5.457564750256142,4.17956456485953,1.3896396357364564,0.2,Iris-setosa
+72,5.495564012954206,4.201525478203594,1.384789389280079,0.2,Iris-setosa
+73,5.399962597696023,2.649487971269745,4.132588868232111,1.3007879186714137,Iris-versicolor
+74,5.235940076582419,3.5727499624218164,1.375391637687028,0.3089885402989144,Iris-setosa
+75,6.149111508860694,3.0042914691170997,4.621375420549963,1.394644579555186,Iris-versicolor
+76,5.542731584865302,2.6811061972506995,4.16258011071295,1.2944650806845384,Iris-versicolor
+77,7.7,2.8171876057591363,6.7,2.0368227504521927,Iris-virginica
+78,5.758047466616616,2.609387520245286,5.063347370262335,1.9273661430968942,Iris-virginica
+79,5.399220026835511,3.0047464513807083,4.471017439006749,1.5013557612253696,Iris-versicolor
+80,5.28077213424393,3.488798348572178,1.5820137960715057,0.2,Iris-setosa
+81,4.400000722895106,2.9203168517891345,1.3655022391888265,0.2,Iris-setosa
+82,4.903859979202247,2.3983669487636186,3.2982967782098385,1.0442275783221466,Iris-versicolor
+83,5.366260784692613,2.5156020644825063,4.10801468588779,1.0442079552808567,Iris-versicolor
+84,5.121694880439591,3.3243033092940553,1.6968663349708841,0.4393649013717734,Iris-setosa
+85,4.598443540407772,3.20624913166301,1.3868384016899953,0.2,Iris-setosa
+86,5.996821618502571,3.3563217054153234,4.581203708846178,1.6276559463426545,Iris-versicolor
+87,6.25573534593013,2.307997311744768,4.32092929918701,1.2853968193501946,Iris-versicolor
+88,5.06621260767871,3.495973579693278,1.3507274861959615,0.3008485115584915,Iris-setosa
+89,6.387928083492826,2.9507299643443616,5.532227454703132,1.7913589230025833,Iris-virginica
+90,6.001230171969152,2.9919362286081026,4.751627685815145,1.7918610734823708,Iris-virginica
+91,5.901168614330709,3.2022970972549643,4.781288559646374,1.8029535002415915,Iris-versicolor
+92,5.517189720000538,2.6184870809675322,4.403885294863247,1.2305571983240098,Iris-versicolor
+93,4.90187929805436,2.4086263491295243,3.195640909527632,1.0190413592380891,Iris-versicolor
+94,7.200352866040729,2.98932266503885,6.013294893009289,2.058292735969798,Iris-virginica
+95,6.6963047027430544,3.2839596307260317,5.666306061558718,2.128196388712789,Iris-virginica
+96,6.6256197126336485,3.0949942997673907,4.733431858962372,1.5369197445454834,Iris-versicolor
+97,6.31485308077577,3.379584320334382,5.637667584357964,2.3981037756061023,Iris-virginica
+98,4.497033874325857,2.298228676061254,1.2943100628762185,0.29748355018748623,Iris-setosa
+99,5.950776917252938,2.2,4.959195411411401,1.466800235949633,Iris-virginica
+100,6.380545072732079,3.1049436744342076,5.516681320032201,1.808248515566371,Iris-virginica
+101,5.046153792356172,3.492323470568374,1.34495493931639,0.28595996863195083,Iris-setosa
+102,5.811388172205829,2.7658207533528443,5.154024907453268,2.398322507840687,Iris-virginica
+103,5.248731747853834,3.600316281933615,1.5016629847363328,0.2,Iris-setosa
+104,5.110511826115436,2.5080185456462125,2.9068547091078543,1.1349113608700776,Iris-versicolor
+105,5.419977858683879,3.916484720329147,1.301808461051011,0.4041195029648739,Iris-setosa
+106,6.404860723287381,2.93516238188886,5.540733248665607,1.790003816255592,Iris-virginica
+107,5.719189056837976,3.00579931722131,4.511030578383739,1.5086528979045415,Iris-versicolor
+108,7.323456606297347,2.9013641763344267,6.327574585673812,1.8049427446234059,Iris-virginica
+109,4.981308034976299,3.164317650893849,1.2462945303196742,0.2,Iris-setosa
+110,6.661998373970005,3.2830473779137064,5.646605409220832,2.499999492976278,Iris-virginica
+111,4.629648475065992,3.411773560750308,1.3911678652387374,0.2989581072892795,Iris-setosa
+112,5.821618537620768,2.798857116126219,5.145982621831766,2.3604132006362772,Iris-virginica
+113,4.9163622812672285,3.3887479833031744,1.5791438655220815,0.2,Iris-setosa
+114,4.999992142282393,3.2198185893092774,1.2282780951768295,0.2,Iris-setosa
+115,5.059128484664234,3.6745978232839493,1.4285604574940005,0.2,Iris-setosa
+116,7.3026892689443015,2.8944882642522494,6.307779018969488,1.7965909121502615,Iris-virginica
+117,6.080391356525921,2.6048747883135324,5.596199411897668,1.3982358344937604,Iris-virginica
+118,5.0632591876006545,3.3633953509915093,1.5095926695866486,0.2,Iris-setosa
+119,5.517377059676072,4.197604218237773,1.4038567253394054,0.2,Iris-setosa

iris/tab_ddpm/5_1/12/test.csv

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

iris/tab_ddpm/5_1/12/train.csv

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

iris/tab_ddpm/5_1/12/val.csv

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

iris/tab_ddpm/5_1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.693237130693208,2.472334727337505,4.975565900846064,1.9925643881212327,Iris-virginica
+1,5.846821171578327,3.0059615243846998,4.1944714609182805,1.4547921686056617,Iris-versicolor
+2,4.660212846470225,3.2493458423697223,1.4320424791453419,0.2,Iris-setosa
+3,5.791790476793546,2.7062460125251864,5.108042339281283,1.8898806446612046,Iris-virginica
+4,5.671085617180008,2.4660666169841616,5.0040140712084895,2.019782037046733,Iris-virginica
+5,6.320815872164291,2.468073880771254,4.839501921178369,1.4745589451397918,Iris-versicolor
+6,5.000035075385258,3.6064044600653578,1.3971037454108843,0.2,Iris-setosa
+7,5.444942710552116,3.901693462427391,1.3096430156499996,0.39154714441263755,Iris-setosa
+8,4.5042103504592665,2.2936135405914286,1.2886722963533463,0.2749659995470354,Iris-setosa
+9,7.7,2.807557518661997,6.7,1.9876535484718374,Iris-virginica
+10,6.397494252588265,3.0755203764752954,5.4860399504240105,1.7954215404351308,Iris-virginica
+11,4.90698377166698,3.0958760584048837,1.501306242974416,0.10000011336958238,Iris-setosa
+12,6.391812803131097,3.066360589853853,5.5175354227061675,1.7878712858005004,Iris-virginica
+13,5.199822849912867,3.5190432198675663,1.4949300462352133,0.2,Iris-setosa
+14,6.287786232556279,2.2982554652952523,4.396278843560786,1.2894795594983337,Iris-versicolor
+15,5.184745063598421,3.412119457208744,1.4159441667058001,0.2,Iris-setosa
+16,5.964029510825703,2.200000271776634,4.979622985527434,1.4982881157264754,Iris-virginica
+17,5.98332619696715,3.001757970416641,4.778766329866225,1.7844705542410968,Iris-virginica
+18,4.4,3.197947489654512,1.2903081019214317,0.2,Iris-setosa
+19,7.69999906167713,2.817278299460455,6.699998797566294,1.9869794948072517,Iris-virginica
+20,6.827487241629094,3.223370878668503,5.651231367507319,2.2846830849797275,Iris-virginica
+21,5.231327004252959,3.4436551017032566,1.3987055232699144,0.2,Iris-setosa
+22,4.5424995779701955,2.3997977394576067,1.3108345238746508,0.24934343546713827,Iris-setosa
+23,6.674716565465444,3.1349611444406116,4.449578583581732,1.4101856447335588,Iris-versicolor
+24,5.161060435455272,3.5330140286975977,1.3855646282488485,0.29234735826851466,Iris-setosa
+25,5.099962481404181,3.302278811023641,1.6949194563995749,0.4977182992697193,Iris-setosa
+26,5.7880461985800284,2.7899129605591733,5.0977129367605105,2.399140441043919,Iris-virginica
+27,5.174105585154225,2.665371608334234,3.438581791831301,1.393037781273439,Iris-versicolor
+28,5.784769887584654,2.685325988847095,5.083262719312591,1.913641020732022,Iris-virginica
+29,7.36302719713631,2.900280598479869,6.326066032479679,1.8045626839328164,Iris-virginica
+30,6.272974581303705,2.700761278506879,4.905916450423439,1.8061664449662607,Iris-virginica
+31,5.387898129513263,3.964950984452273,1.2936129697175751,0.5160701943931968,Iris-setosa
+32,6.645555447969226,2.9979794497836028,5.020893768002265,1.7290476458799977,Iris-versicolor
+33,7.7,2.791919040802775,6.7,1.9870119302683344,Iris-virginica
+34,6.354044522989817,3.097309296992292,5.482263282973874,1.796858913859532,Iris-virginica
+35,4.8471911848696285,2.996491192335963,1.3885743119498255,0.2,Iris-setosa
+36,5.310774923490845,3.746980869335613,1.502024838422407,0.2,Iris-setosa
+37,6.6678035708863215,3.292922680056158,5.650130084175124,2.4999987185126056,Iris-virginica
+38,6.018421778416207,3.3820591701795837,4.517386789488477,1.6160487676453468,Iris-versicolor
+39,5.796061705135229,2.7204445938190234,5.090790611514091,1.896496409615626,Iris-virginica
+40,4.614536552399191,3.412669558421494,1.3872059926014138,0.2844802456442197,Iris-setosa
+41,5.107015491281393,3.7473765764849256,1.5846287260754899,0.4280991533280107,Iris-setosa
+42,5.031837155834497,3.2989001182574285,1.4045909515454778,0.2,Iris-setosa
+43,6.316040404761123,2.9053763754932147,5.649285366938781,1.7955795080985144,Iris-virginica
+44,4.492973393454096,2.2994000138049735,1.2820196264017185,0.2989636092968926,Iris-setosa
+45,4.400000614770363,3.174956514498765,1.3047039081674232,0.2,Iris-setosa
+46,6.119351344205768,2.5980882529724902,5.6218177069855875,1.4046757300233106,Iris-virginica
+47,5.176692156292249,3.377645419808503,1.3822120875307462,0.2,Iris-setosa
+48,6.4107596006707785,3.093888226206389,5.490002154436092,1.8005243180861283,Iris-virginica
+49,4.60426211703941,3.3625743834447,1.402710618370902,0.22925753501985646,Iris-setosa
+50,5.502583030697524,4.199807070136924,1.400286892621064,0.2,Iris-setosa
+51,5.891345053943969,3.0110631495962767,5.092476833996471,1.7878997509092969,Iris-virginica
+52,4.8850295309212095,2.388951216142645,3.357125314603813,0.9665492143126826,Iris-versicolor
+53,5.255898447786772,3.5734298706674155,1.537516279409319,0.2,Iris-setosa
+54,6.400730227971821,2.718711754452675,5.349786237515489,1.904304035850119,Iris-virginica
+55,6.681585852409695,3.3073153019399784,5.644089316067479,2.4999976374115387,Iris-virginica
+56,5.883499854992311,2.998541831156066,4.200753115819938,1.4952024065958534,Iris-versicolor
+57,5.77690953398599,2.6608010947884706,5.098581510389571,1.917018306873855,Iris-virginica
+58,6.413791301675457,3.094427232979812,5.483293177136189,1.7933606014537404,Iris-virginica
+59,5.104864954959305,3.308149859694036,1.7776838676123852,0.4902297731968679,Iris-setosa
+60,5.789289066014481,2.689156869185554,5.0971341163682,1.9010032133436239,Iris-virginica
+61,6.405670265235317,3.0973813213709573,5.507184209391528,1.8005002770852685,Iris-virginica
+62,5.983132076149036,2.200000315493272,4.981645873296254,1.496314086663653,Iris-virginica
+63,5.033973448260999,3.5994194808635833,1.4120468727732503,0.2,Iris-setosa
+64,7.265311889589603,2.894353840994317,6.283482546747349,1.787064181231908,Iris-virginica
+65,5.123746683986978,3.7912078326450875,1.5935352662416788,0.2,Iris-setosa
+66,6.959421200445759,2.9984795913939983,5.634810354282839,2.1447349514343346,Iris-virginica
+67,4.4,2.902147644043937,1.4014368454420407,0.2,Iris-setosa
+68,5.735437465077512,4.4,1.5338406509823252,0.6116117448404752,Iris-setosa
+69,5.485456989622782,2.611144198904054,4.229386989128514,1.2658188383050981,Iris-versicolor
+70,4.501627822430684,2.310897285993249,1.300108401187704,0.31327305574331865,Iris-setosa
+71,5.704483713837121,2.4947789510313654,4.994510326186324,1.9989609243612576,Iris-virginica
+72,5.0106015974597735,3.3077455591125937,1.400926457572202,0.2,Iris-setosa
+73,5.10954202469282,3.7931501622809485,1.593149121480824,0.2,Iris-setosa
+74,4.87593186479055,2.969616662127539,1.390128444151646,0.2,Iris-setosa
+75,7.282234858184988,2.905597663059439,6.203014188431197,1.812821537895474,Iris-virginica
+76,4.578828890370408,3.3974948559381595,1.3899212703941202,0.3079384562344543,Iris-setosa
+77,4.599006388498827,3.1814955232030724,1.4038332512864622,0.2,Iris-setosa
+78,6.272286695341913,2.5227132476617955,4.955737617124235,1.5178016183406473,Iris-versicolor
+79,6.328961815665827,3.4297970581651636,5.59950018163744,2.3941414040649818,Iris-virginica
+80,6.035016694500832,2.2,4.988724885696614,1.5062222711671396,Iris-virginica
+81,5.162495503538052,3.4472232189421943,1.4708816072486748,0.2,Iris-setosa
+82,4.949093269167088,3.121974942201524,1.2560091016725505,0.2,Iris-setosa
+83,5.138134325147517,2.5510057115171643,3.60480047409179,1.2850365883205288,Iris-versicolor
+84,6.686636687001421,3.298091923659949,5.675107616226405,2.499999383821944,Iris-virginica
+85,6.860476741150407,2.992338175819972,5.553467211873949,2.1008559762043815,Iris-virginica
+86,5.0040711629932275,3.53890147341648,1.3641165508443742,0.20224341350168432,Iris-setosa
+87,6.358691301107599,2.9035355854016895,5.314750277726943,1.5975362238113897,Iris-virginica
+88,6.8089721400992795,3.017267107212064,5.539442053037009,2.1513238030639354,Iris-virginica
+89,5.821543636431268,2.811897537485008,5.113173061816499,2.411354970843918,Iris-virginica
+90,6.115944386194358,3.0022520849584358,4.632481715762801,1.3945884962661212,Iris-versicolor
+91,7.699999038182281,2.783990344284819,6.7,1.9879060502403454,Iris-virginica
+92,6.424878026593938,3.0158464525768474,5.49458566673752,1.7935516662794617,Iris-virginica
+93,5.824669066415465,2.833081075584839,5.095841803708614,2.3977285506709887,Iris-virginica
+94,4.902007008942008,3.1320804158017883,1.4932091315173426,0.1,Iris-setosa
+95,7.7,2.8082286185597876,6.7,2.0212013290168787,Iris-virginica
+96,7.7,2.8068618552666016,6.7,2.0545458726336956,Iris-virginica
+97,6.435397756053749,3.0832760233605163,5.505076391039942,1.8030573720369514,Iris-virginica
+98,4.908453842700676,2.409496344171174,3.141533266597558,1.0316292536857465,Iris-versicolor
+99,6.513410276704244,3.045550118475506,5.5336488846364,1.8019725688875814,Iris-virginica
+100,5.8085018395540375,2.8308285209297295,5.1267687950047005,2.4042924150213487,Iris-virginica
+101,6.003534963276302,3.4036027149090295,4.525251149780959,1.5965172567237547,Iris-versicolor
+102,6.841307325257105,3.2169781588883666,5.668372191419765,2.303445735724912,Iris-virginica
+103,5.9921258588474355,3.411780480766559,4.487780778017857,1.6050821513358349,Iris-versicolor
+104,7.212420588316453,2.9729487766466325,6.061937570050558,1.9750232800216443,Iris-virginica
+105,4.995542908121266,3.205235205984441,1.207174787270881,0.2,Iris-setosa
+106,7.7,2.8016566248758794,6.7,2.0211241616944133,Iris-virginica
+107,4.617652071656651,3.3924911424017123,1.4057722243707447,0.30507617859434866,Iris-setosa
+108,6.409521292798649,2.6329355938708243,5.260531293621645,1.9078243136628346,Iris-virginica
+109,5.910647822533985,3.003060131449977,4.1537164567646565,1.5144545584856342,Iris-versicolor
+110,5.778262710889155,2.7948293419227968,5.145495167151399,2.414346552365561,Iris-virginica
+111,6.332266883807901,2.603003964159341,5.083037945557536,1.9022317470072114,Iris-virginica
+112,5.633632883837093,3.0079347277820934,4.100760585940514,1.3173301554661472,Iris-versicolor
+113,5.597988735842257,2.9902020245949177,4.110499325790578,1.2739190711377775,Iris-versicolor
+114,4.894204190024241,3.452031631838202,1.6103207281514575,0.2,Iris-setosa
+115,5.09815503216039,3.509381322573804,1.3848408705016053,0.3023122322619217,Iris-setosa
+116,5.430088659624572,3.422513690020149,1.9622263247088552,0.2,Iris-setosa
+117,7.7,2.800238960910536,6.7,1.9620222115103254,Iris-virginica
+118,5.043854518301584,3.5101188339482703,1.361829771755183,0.3062959180104136,Iris-setosa
+119,6.346163660155211,2.790449438404169,5.117843451854854,1.4963255796944206,Iris-virginica

iris/tab_ddpm/5_1/13/test.csv

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

iris/tab_ddpm/5_1/13/train.csv

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

iris/tab_ddpm/5_1/13/val.csv

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

iris/tab_ddpm/5_1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.491168579616134,2.40345574465007,3.692861237701617,1.0314684898442572,Iris-versicolor
+1,6.444729044290971,2.921732481394532,4.322248918641654,1.3162322555463,Iris-versicolor
+2,6.001825805411469,2.6479803617587545,5.047295299282938,1.5367316821550199,Iris-versicolor
+3,4.925382876987388,2.4120542161677463,2.9379902817309875,1.025896961266525,Iris-versicolor
+4,4.596603354190254,3.396178028022255,1.3656099962232884,0.3068371055679401,Iris-setosa
+5,4.601732820996158,3.609323981269567,1.0,0.2,Iris-setosa
+6,6.44221260182939,3.0478981338611435,5.506070353215803,1.8047457687465973,Iris-virginica
+7,6.325460798380011,2.8049676754593484,5.1133211580696365,1.514682933361262,Iris-virginica
+8,4.5889820628446945,3.314766979956152,1.400503155658835,0.2,Iris-setosa
+9,5.0107121322878445,3.335563007700322,1.4034071126613505,0.2,Iris-setosa
+10,6.00762505304736,2.69692274099008,5.097590067669402,1.6042172040800784,Iris-versicolor
+11,6.308105731016142,2.723606382452648,4.918005278655069,1.7712250914434002,Iris-virginica
+12,5.880059032937358,3.002889917906656,4.324545141807242,1.3592007562591963,Iris-versicolor
+13,5.20169797636752,3.51253575107406,1.5097033404208857,0.2,Iris-setosa
+14,5.498413983271485,2.595348279961858,4.41338764981465,1.0969766845374143,Iris-versicolor
+15,4.4,2.8946188467862495,1.4014745306000844,0.2,Iris-setosa
+16,6.330732397521659,2.911488669235876,5.592565166523301,1.7852363858595124,Iris-virginica
+17,5.987631873929066,3.40257199766236,4.473683322080246,1.5826609433394074,Iris-versicolor
+18,6.015124714469346,3.006784552439767,4.799195408153672,1.8009350843501952,Iris-virginica
+19,6.312888715571008,2.8986113292401545,5.605627173322281,1.799806505539697,Iris-virginica
+20,6.702132126523523,3.3075116773575988,5.7008641318046065,2.0789800348115346,Iris-virginica
+21,4.899629324312454,2.398815878308843,3.1733850873751814,0.9811326469711774,Iris-versicolor
+22,5.896112405376881,2.7428281296379264,4.81788006386391,1.4211608442177832,Iris-versicolor
+23,6.780922812487937,3.1130491035712002,4.4107899917682465,1.397509827706208,Iris-versicolor
+24,5.250400564684559,3.869495924117097,1.8984931284162787,0.4334336870362947,Iris-setosa
+25,6.291429710842456,2.3074239378533767,4.427046053909662,1.3039288882466389,Iris-versicolor
+26,6.433120257752553,3.0685697008460533,5.49369549498615,1.8044737603157692,Iris-virginica
+27,6.00742498246742,2.7103293003770452,5.102505161768205,1.6013634814055695,Iris-versicolor
+28,6.68487934606991,3.2941783660993025,5.748294465262099,2.0859798847233115,Iris-virginica
+29,6.077722164569205,2.9979116959661134,4.614738133001641,1.3953116442156037,Iris-versicolor
+30,5.86984853704935,3.00534764757278,4.222878257131299,1.5024848571604268,Iris-versicolor
+31,6.0374547490973,2.2000002870015263,5.019120841423472,1.5027464803377695,Iris-virginica
+32,5.767459193716223,2.6658005679852144,5.084466324790206,1.910792477616556,Iris-virginica
+33,6.522360503398257,2.973902628822282,5.429840914932293,1.8043868826872589,Iris-virginica
+34,4.600427893513068,3.2188111135407635,1.3985498035548631,0.2,Iris-setosa
+35,6.330155133569349,2.2930419566419484,4.380140713593702,1.2975581823101612,Iris-versicolor
+36,6.2380962105871545,3.267888225227768,4.525861695401664,1.5395956180996753,Iris-versicolor
+37,5.101909285522265,3.647383512294212,1.4889571590819186,0.4187597837895447,Iris-setosa
+38,6.793267804170044,3.2638824398053896,5.67655409487577,2.202350558789866,Iris-virginica
+39,6.293632211507914,2.637101334029313,5.023273833173754,1.8933315171637293,Iris-virginica
+40,5.469075303401564,3.9872816743484263,1.3174961699568397,0.3639673404885694,Iris-setosa
+41,6.118231414116745,2.628967337517669,5.586147336105167,1.4270584734263854,Iris-virginica
+42,5.065216816492495,3.634477552059994,1.6129816429235353,0.2,Iris-setosa
+43,5.952807920974657,2.2,5.009149133160065,1.48796293361024,Iris-virginica
+44,5.394390178837942,3.8927290382193913,1.696518940950624,0.38919690413204144,Iris-setosa
+45,5.5173157450238435,2.6025925171498856,4.4521479589330495,1.1309685727214758,Iris-versicolor
+46,5.552142841012485,2.6319094718590397,4.407778133531904,1.2586594891024963,Iris-versicolor
+47,6.318392721307783,2.9056169634351954,5.592268959071404,1.780873936753268,Iris-virginica
+48,6.2780239080364835,2.4964602820730644,5.009342310396163,1.8948547162660572,Iris-virginica
+49,6.287592385533271,2.2945028296353316,4.383746465393274,1.3111638390010767,Iris-versicolor
+50,4.9889914259664385,3.585379553390578,1.3931154940279322,0.2,Iris-setosa
+51,4.5998432773812965,3.439405717900173,1.4007824822705874,0.3015021015960744,Iris-setosa
+52,4.4,2.902103720363466,1.410451831811883,0.2,Iris-setosa
+53,6.61831657219221,3.0094462485271367,4.369055446977265,1.3912173481956907,Iris-versicolor
+54,4.903433097492927,3.5300262768377824,1.3400268454789113,0.2769777791050433,Iris-setosa
+55,5.060684247125972,3.5723726463082026,1.4379067126909606,0.34444101452279374,Iris-setosa
+56,5.49756193093449,2.6035797569953134,4.3972585440072915,1.141299299073816,Iris-versicolor
+57,5.7950285780259705,2.7536945200448506,5.098185931139137,2.382988046710586,Iris-virginica
+58,5.017207329912549,3.319920794104637,1.4029539386819667,0.2,Iris-setosa
+59,5.3761988477011,3.9022683286782334,1.8524843488768776,0.39109339907939605,Iris-setosa
+60,7.699998458788721,2.787349390034079,6.699998354642485,1.9725371116657677,Iris-virginica
+61,6.013088870786838,2.993400210523304,4.808207211305207,1.8021372880832542,Iris-virginica
+62,6.679043311511576,3.1019528220805777,4.4261206774074315,1.398465599049025,Iris-versicolor
+63,5.460064943984135,2.9795781566829898,4.4528238698277205,1.4957244976376878,Iris-versicolor
+64,5.904174732451849,3.207278867033001,4.753759802625156,1.8020301595960566,Iris-versicolor
+65,5.505712428966985,2.597741621374555,4.336697267834883,1.196646554020174,Iris-versicolor
+66,5.79434898673058,2.7177428175950222,5.085944088567719,1.8977107350372633,Iris-virginica
+67,6.735703926557435,3.2625593595017457,5.720607198892517,2.1053435638615303,Iris-virginica
+68,5.481360921081575,2.39996833802579,3.734739220099037,1.0851187732534373,Iris-versicolor
+69,6.006629991032976,2.6925541295485083,5.080536255512693,1.5932450606486501,Iris-versicolor
+70,6.681968243038987,3.2966290237798708,5.638524902315406,2.092271752134287,Iris-virginica
+71,5.500631263566883,2.3914472849533457,3.730942195620214,1.0637863187740293,Iris-versicolor
+72,4.921264152099628,2.419404568799124,3.2829505974583033,1.0558101593604787,Iris-versicolor
+73,5.180011274556314,3.4788559418195755,1.5105512844921989,0.2,Iris-setosa
+74,6.951425456011453,3.1945336296910685,5.703671676814415,2.305831369975018,Iris-virginica
+75,4.603766864723223,3.208466976328181,1.3717562011272395,0.2,Iris-setosa
+76,4.8554404433153415,2.9544233235188186,1.4039044246816856,0.2,Iris-setosa
+77,5.005468416827499,3.505930144820381,1.3157700712786116,0.3017165898174443,Iris-setosa
+78,4.4,2.904344706588216,1.4018588728270096,0.2,Iris-setosa
+79,7.699999023977771,2.7783154359996,6.7,1.9896987331694729,Iris-virginica
+80,5.09531430496142,3.840788490585306,1.5901308078576748,0.2,Iris-setosa
+81,4.5902548708785815,3.6043699685933737,1.0,0.2,Iris-setosa
+82,5.0204599501837945,3.5035994043125998,1.3109041345057852,0.2971837352282212,Iris-setosa
+83,5.911782383191628,2.9897773242425445,5.100881924023637,1.8020322242155657,Iris-virginica
+84,5.111269639899262,3.786560377898947,1.6989522832326216,0.31988437428973193,Iris-setosa
+85,6.061249468068426,3.369318255653473,4.514453827690987,1.5986862387366942,Iris-versicolor
+86,5.986286044235369,2.7074342089319474,5.0817421619733345,1.6010628897722867,Iris-versicolor
+87,5.2272799078320045,3.428279125425269,1.3994830528875168,0.2,Iris-setosa
+88,4.4,2.9039730956371805,1.4058808168810313,0.2,Iris-setosa
+89,5.0767402880896375,3.504297579648969,1.361003005258642,0.32547522052951017,Iris-setosa
+90,5.775294636381212,2.5591731076868234,5.0048832489281025,1.9624376029085493,Iris-virginica
+91,6.264873185241725,3.4082381680193,5.593093611568315,2.393259368150187,Iris-virginica
+92,5.30106596962206,2.460217516332855,3.163308513350308,1.107589696906845,Iris-versicolor
+93,4.976410836701172,3.5065699953176863,1.2986920785624725,0.2882015717162778,Iris-setosa
+94,6.109597346574033,3.0736072460372417,4.554973890051688,1.497601912226554,Iris-versicolor
+95,5.136845047621155,3.8446789877655854,1.646421754103593,0.37264767101702323,Iris-setosa
+96,6.330953378728689,2.2940491631461364,4.408269767082521,1.288889646208004,Iris-versicolor
+97,5.902054314467087,3.007751976303696,5.1008171694480655,1.7967017510425491,Iris-virginica
+98,5.995668611151406,2.6996627907995423,5.12848416830302,1.596679795877199,Iris-versicolor
+99,6.315936863893883,2.797737560488273,5.111256161927919,1.49222461096136,Iris-virginica
+100,4.908771889293615,3.113598420587774,1.5192423462130458,0.1,Iris-setosa
+101,5.1040795876815634,3.795188352446693,2.009147552720466,0.39739689284954527,Iris-setosa
+102,5.65135402682548,4.399998549309618,1.4978522709885125,0.37326655403934617,Iris-setosa
+103,6.009734428889028,3.3858048571416477,4.509188774983279,1.5917679756012637,Iris-versicolor
+104,6.001257086996722,2.9979893326334937,4.8013382371114,1.8037643012445832,Iris-virginica
+105,6.736178954413288,2.986582375220274,5.438895230254423,2.0716163194439785,Iris-virginica
+106,4.622697580284625,3.181267098479335,1.3717276517690227,0.2,Iris-setosa
+107,5.1055500066378,3.538439604531236,1.481284896585279,0.2,Iris-setosa
+108,5.202074655806607,2.667924915054865,3.833097782736065,1.3861138950166785,Iris-versicolor
+109,5.985084571528925,3.3789641615691393,4.5044548628566945,1.6082977250442796,Iris-versicolor
+110,5.726463822448608,2.981681991445379,4.142595485812722,1.3063038149569772,Iris-versicolor
+111,6.294982610887904,2.886717035236967,5.697814190948779,1.8131787942707023,Iris-virginica
+112,6.420065697031478,2.7027451492651453,5.290434038877672,1.899627699619033,Iris-virginica
+113,4.684234000446057,3.4510794019123123,1.3723898724314103,0.28757608939056956,Iris-setosa
+114,5.1615299301245114,3.511509674515149,1.4533549585238428,0.2,Iris-setosa
+115,5.164765628778495,2.665308004676625,3.8118202325831136,1.3972285075318056,Iris-versicolor
+116,4.636849911828729,3.409222720803556,1.404636411224993,0.2970219562330195,Iris-setosa
+117,4.972656657501837,3.601829926415266,1.370814363595093,0.2,Iris-setosa
+118,6.456512741479321,3.0188153592808127,5.465821744559052,1.8157319157168739,Iris-virginica
+119,6.681930317089694,3.2616455081569105,5.591067308611687,2.5,Iris-virginica

iris/tab_ddpm/5_1/14/test.csv

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

iris/tab_ddpm/5_1/14/train.csv

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

iris/tab_ddpm/5_1/14/val.csv

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

iris/tab_ddpm/5_1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.664399915480662,2.986377361012843,4.174311197895637,1.3164402491560354,Iris-versicolor
+1,6.363112397266142,2.8862010066316754,4.269486193059072,1.2936593139104284,Iris-versicolor
+2,4.819695333801584,3.3975166537288812,1.5949740063337101,0.2,Iris-setosa
+3,4.905220667639872,2.4052244798162645,3.394322250968843,0.9153473856631598,Iris-versicolor
+4,4.592682430194745,3.1966209186083945,1.38456892677302,0.2,Iris-setosa
+5,5.518562790840984,2.632965794463776,4.297995722584749,1.2712552604693066,Iris-versicolor
+6,5.85183681949508,3.0077218920127398,4.247225258902005,1.508011047036955,Iris-versicolor
+7,6.280201668141014,2.2996705700281996,4.3620207424888,1.3031779591213926,Iris-versicolor
+8,7.005850618935275,3.0075520394924515,5.7616974200549915,2.0893003678635,Iris-virginica
+9,7.292628607161024,2.901120873951326,6.3058659841258065,1.7925010086424251,Iris-virginica
+10,5.107758110105922,3.787585149741829,1.6813137253400876,0.4441538527526924,Iris-setosa
+11,6.267687961472248,2.724341845431376,4.860394564728395,1.7873083987774283,Iris-virginica
+12,4.87080447587112,3.096459702349111,1.491297731816448,0.1,Iris-setosa
+13,6.860401148176981,3.19675187504802,5.734286255570118,2.2457964761828526,Iris-virginica
+14,7.699998724251225,2.7769782183900245,6.69999894504374,1.9736461115938946,Iris-virginica
+15,4.998831953456962,3.6059038923481386,1.367467662593746,0.2,Iris-setosa
+16,5.487337612096489,2.4027432391881356,3.6044682885077597,0.9894071008700924,Iris-versicolor
+17,5.619024184985082,2.783371794462565,4.113087204490619,1.3108459127445389,Iris-versicolor
+18,6.182372094632304,2.6393792925168165,5.5445568299735655,1.4513601887176772,Iris-virginica
+19,5.310230881370564,3.58201594437714,1.40470165743661,0.2,Iris-setosa
+20,5.37698074296966,3.8906434389261184,1.9656379487680484,0.5085550724162232,Iris-setosa
+21,5.982003591315865,2.7036053518582133,5.093951442226065,1.591072501731454,Iris-versicolor
+22,5.579909792697834,2.552681764844071,4.082634451132305,1.2637392969125714,Iris-versicolor
+23,6.719062531666945,2.996014209728605,5.012578158517466,1.7011999853573274,Iris-versicolor
+24,6.306092990946573,2.6651576900749054,4.913099977610123,1.8019734864397567,Iris-virginica
+25,5.509059694635567,2.3877533320854485,3.5611856304342124,1.1114110930338919,Iris-versicolor
+26,4.796964218601928,3.3978334669517576,1.6074397514273011,0.2,Iris-setosa
+27,5.953280779285293,3.305609930106373,4.651115624290916,1.6863146317267426,Iris-versicolor
+28,6.731851745216718,3.2663998088794597,5.740728706439187,2.499999487961318,Iris-virginica
+29,5.874136285261444,3.2085903690183994,4.744599774644438,1.811760920942218,Iris-versicolor
+30,5.38559824182985,3.894109909430894,1.694919622099044,0.3865489169265628,Iris-setosa
+31,4.504659093431493,2.3024744868825695,1.30775417821671,0.3123529741065299,Iris-setosa
+32,5.492260575131734,4.216172193666906,1.3834354512273035,0.2,Iris-setosa
+33,4.885174784563416,3.110219365386489,1.486923182149646,0.10000022053302605,Iris-setosa
+34,6.388422922909001,2.671505013270749,5.286087398043566,1.9089360759174692,Iris-virginica
+35,4.603884629630257,3.6002336174317806,1.000000587219672,0.2,Iris-setosa
+36,5.04753339423681,3.47750195203801,1.3376930536704879,0.2680078967243197,Iris-setosa
+37,6.4808835512293,3.039065318891443,5.520598157743188,1.7842227983470895,Iris-virginica
+38,5.069622427123698,2.508723848351861,3.091588601905583,1.272477779169812,Iris-versicolor
+39,6.476940859323452,2.9953987631121923,5.4933358936363454,1.8000120877299592,Iris-virginica
+40,4.903263987716138,3.0084413136080546,1.3742293908561012,0.2,Iris-setosa
+41,4.900118994024611,2.3947987020243335,3.74501383178169,1.0421893897111285,Iris-versicolor
+42,6.001174124353511,3.3836773467106673,4.534042642558169,1.6001109443214367,Iris-versicolor
+43,5.827474129091158,2.7317054608231635,5.1009479997228615,1.890828717901998,Iris-virginica
+44,6.410729853535813,2.7484616618226725,5.4115137824244055,1.8890604396090676,Iris-virginica
+45,6.685556910118426,3.274813236637184,5.672737079350134,2.1137051300607617,Iris-virginica
+46,6.5050182342575775,2.9442706212110927,4.348335266316386,1.359000515628492,Iris-versicolor
+47,5.809934230756343,2.800930306927718,5.121131379721842,2.397311308151096,Iris-virginica
+48,6.3407849058030745,3.2217197836024964,4.503951910034277,1.5140127678269546,Iris-versicolor
+49,5.07724716256353,2.4831279581357935,3.033407828669806,0.9923852382550863,Iris-versicolor
+50,7.6999984615205435,2.814630408069025,6.6999986173454396,1.9939780548999935,Iris-virginica
+51,4.4000006332482755,2.9064129361230893,1.404453430363971,0.2,Iris-setosa
+52,5.23316475544449,3.4257126650786085,1.4004313558278045,0.2,Iris-setosa
+53,7.6999985860987366,2.8064357619914095,6.699998842787242,2.0072102158648972,Iris-virginica
+54,5.675439826274403,4.4,1.4838988496229986,0.3893493051247946,Iris-setosa
+55,4.773531794553847,3.443224041519775,1.3511428114383293,0.3052231457626359,Iris-setosa
+56,6.60183187294785,3.149137113435045,4.431041933804532,1.4419563244182998,Iris-versicolor
+57,5.420076240830718,3.388291077986597,1.825548538465208,0.2,Iris-setosa
+58,6.2507573081772305,2.3593319193328437,4.551250767838628,1.356992135381667,Iris-versicolor
+59,5.798996461660835,2.7996607120326336,5.102865331255423,2.409518335084443,Iris-virginica
+60,6.288096672162243,2.494327886940345,4.857030467764841,1.4917753844402952,Iris-versicolor
+61,4.963746213626528,3.5649626477004124,1.4027983300886586,0.2,Iris-setosa
+62,5.805292891190847,2.7670552611658104,5.151832383535495,1.8816508377695906,Iris-virginica
+63,6.576686886217026,3.2025597647106765,5.586422705476392,1.9665092738193468,Iris-virginica
+64,5.711744403710351,2.500619541114173,5.0119412122050795,2.0028662671310737,Iris-virginica
+65,6.298256757354832,2.7840504521563787,5.0779398354344805,1.5037012572262962,Iris-virginica
+66,7.7,2.7909378635367967,6.7,1.9929918098729438,Iris-virginica
+67,5.875728406379028,2.98438450230826,5.095527573166748,1.7970352949971118,Iris-virginica
+68,5.45571622474181,3.3816470428703997,2.0746813681756016,0.2,Iris-setosa
+69,6.03076310140995,3.3443577901262067,4.562101180281242,1.6166194946330572,Iris-versicolor
+70,6.2154008914404155,3.029169184876849,4.537625393136421,1.4174017598173616,Iris-versicolor
+71,6.022038141229781,2.701558732582925,5.134777401001337,1.6050515261316867,Iris-versicolor
+72,6.7292520573825065,3.3002664711439507,5.728398096267042,2.1034096862904548,Iris-virginica
+73,6.2882206015729185,2.4788704860696846,4.849652167556369,1.4900317938582015,Iris-versicolor
+74,6.712975003503508,3.2914920704868607,5.658445409772353,2.4999993558203446,Iris-virginica
+75,6.7819161251614775,3.321846283918988,5.680395303757324,2.5,Iris-virginica
+76,4.4,3.223384674227416,1.2967843647182438,0.2,Iris-setosa
+77,6.006042605545622,3.394348937336199,4.536011975261287,1.6153898717290105,Iris-versicolor
+78,7.244408248288904,2.8894473885080862,6.262063222818248,1.8151709717122162,Iris-virginica
+79,5.678369309146624,4.399999077841092,1.4900015705624463,0.46560569458800016,Iris-setosa
+80,5.496838614016998,4.212088978198595,1.401387400642503,0.2,Iris-setosa
+81,6.313133074742256,2.836021670425555,5.546350109560611,1.8152363579559576,Iris-virginica
+82,6.464220480232129,2.998071373995236,5.458908182926903,1.805073653824773,Iris-virginica
+83,6.305930538008616,2.4695141605344446,4.821386154521375,1.48705450929767,Iris-versicolor
+84,5.481942236066008,3.0088745670976182,4.527752590535658,1.502499311635304,Iris-versicolor
+85,6.341417865223224,3.3922967924347858,5.637216939280556,2.3867998908582853,Iris-virginica
+86,7.7,2.7826186017355736,6.7,2.0027992227119538,Iris-virginica
+87,5.659562112244446,4.399998997897409,1.4838446675733725,0.3818316265723898,Iris-setosa
+88,6.030118734801761,2.2,5.000475582868201,1.5011553504937811,Iris-virginica
+89,6.006759624323954,2.6956896884370365,5.119805144164786,1.6084008286278992,Iris-versicolor
+90,5.102509548343926,3.782915280781455,1.6633672822154253,0.395735339164079,Iris-setosa
+91,5.97965807139155,2.967110836804344,5.20369464034567,1.7786573186126566,Iris-virginica
+92,5.4200996450120975,3.9309084454858816,1.2980937949803866,0.4397590356130172,Iris-setosa
+93,6.359314240275989,2.968345468012866,5.504311822975439,1.818370597867588,Iris-virginica
+94,4.600702095404835,3.647335799728854,1.0000005321087304,0.2,Iris-setosa
+95,5.728894113653974,4.399999227122611,1.519308793630076,0.39027254704781733,Iris-setosa
+96,4.994778334408336,3.299817908455711,1.3352770258872946,0.2,Iris-setosa
+97,5.489120056883655,2.410604437976396,3.7560827454900636,1.1199681764251865,Iris-versicolor
+98,5.50882833984721,4.195339360166108,1.3917533020630821,0.2,Iris-setosa
+99,4.607435680256425,3.1726026393728253,1.4078772700400852,0.2,Iris-setosa
+100,6.315635653125782,2.524732656213527,5.019225005093236,1.8861693290052648,Iris-virginica
+101,5.616194561938968,2.6805837818084317,4.18268978748187,1.2953593112071256,Iris-versicolor
+102,5.118902649352538,3.2934168092373963,1.7636138678668531,0.4754411985659424,Iris-setosa
+103,5.976857752077522,2.705939347669345,5.073746683842629,1.587374502088725,Iris-versicolor
+104,5.477880977394429,4.159414711542146,1.4062139021450129,0.2,Iris-setosa
+105,6.714353412705411,2.996729087436917,5.0179418292185725,1.7169905568142316,Iris-versicolor
+106,6.597736295698649,3.320463608736347,5.681577653558002,2.2492572980027528,Iris-virginica
+107,4.580095320350265,3.662447012977995,1.0,0.2,Iris-setosa
+108,5.196720235100294,3.5045829527144057,1.5053344995288198,0.2,Iris-setosa
+109,6.791091676817582,3.2301758132362304,5.776723793287383,2.26212135563459,Iris-virginica
+110,6.367332902439478,2.8664114196036476,4.264107135586961,1.287705381632241,Iris-versicolor
+111,5.807256648266371,2.816127461511165,5.0941369741751865,2.403087106606616,Iris-virginica
+112,6.274403727472619,2.505287893046483,4.918011481788868,1.5192226894397143,Iris-versicolor
+113,6.0157543584802315,3.4254408535631917,4.547052374641263,1.6191884997069852,Iris-versicolor
+114,5.51629761448588,2.4425270441346556,4.132678427259872,0.9724745324998643,Iris-versicolor
+115,5.497508729631275,2.38321375181541,3.6933028129352663,1.0070383925051987,Iris-versicolor
+116,6.989942546360315,2.9899174428122013,5.684440433640223,2.1079827247986405,Iris-virginica
+117,6.099074174844308,2.5980051160973505,5.645940431093082,1.3965543443497253,Iris-virginica
+118,5.116132680473632,3.819390175865519,1.7610203150424035,0.4353320429625829,Iris-setosa
+119,4.502228227787671,2.3069697335056,1.3088820900041316,0.30080382372097697,Iris-setosa

iris/tab_ddpm/5_1/15/test.csv

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

iris/tab_ddpm/5_1/15/train.csv

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

iris/tab_ddpm/5_1/15/val.csv

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

iris/tab_ddpm/5_1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.880222206024774,2.994842048957552,1.3817712836094427,0.2,Iris-setosa
+1,5.46858664128131,3.007267770690427,4.491991099506574,1.51160970189578,Iris-versicolor
+2,6.8537220076296475,3.0137803867111868,5.534943099175131,2.129459607423124,Iris-virginica
+3,6.666810194445865,3.115292888999297,4.443992063267701,1.4418374314811186,Iris-versicolor
+4,6.611800544738181,3.2168442366298233,5.6203064781775955,1.9980608691459345,Iris-virginica
+5,5.806722518377362,2.7543016077135625,5.121200806700613,1.8792924458526894,Iris-virginica
+6,6.672968069999647,3.1095707122138294,4.429767479949029,1.4030059592974944,Iris-versicolor
+7,4.87381178409784,3.0065950782960633,1.4051537315229101,0.2,Iris-setosa
+8,4.630015533501738,3.417154272951187,1.3845398120438364,0.32802178407467,Iris-setosa
+9,5.142080040652697,3.427181969766222,1.486978482845034,0.2,Iris-setosa
+10,5.008954145756005,2.4620939388226923,2.893625581325043,1.0062729596392015,Iris-versicolor
+11,6.704981501407997,3.2947032702749466,5.716525836876705,2.4999995042120142,Iris-virginica
+12,6.008641372920604,2.2000003201142286,4.96742063888729,1.4981204387420113,Iris-virginica
+13,5.444112795305342,3.0028473846354173,4.496077259746878,1.4972462853179258,Iris-versicolor
+14,4.9788087056086106,2.4263908295138186,3.206072745369764,0.9878782351340294,Iris-versicolor
+15,5.052841660403429,3.329575040738454,1.4066986628208689,0.2,Iris-setosa
+16,5.4713652479856165,2.977477210185064,4.306077123032623,1.4422612546086004,Iris-versicolor
+17,6.655417366479232,3.275569813763918,5.688401845081496,2.499999167445798,Iris-virginica
+18,5.552894262730034,2.6635562163715805,4.2463999462177595,1.2852050281521958,Iris-versicolor
+19,4.4,3.095666365434787,1.3231729216947998,0.2,Iris-setosa
+20,5.503407644578357,2.398107724730965,3.572265616901107,1.0928148701578757,Iris-versicolor
+21,4.947651011197636,2.4292806455264024,3.3933929436127137,1.0060927259054164,Iris-versicolor
+22,5.1247084043136235,3.8020536599225077,1.6884578860835502,0.44116089278253445,Iris-setosa
+23,5.796674229896039,2.699687985104959,5.097712157498333,1.897389740988477,Iris-virginica
+24,5.30918635094585,3.733705101495833,1.497123407044985,0.2,Iris-setosa
+25,5.864289925728477,3.004875764865229,4.162753490465526,1.4961187257306838,Iris-versicolor
+26,4.4,3.2101182488428046,1.2842078869008777,0.2,Iris-setosa
+27,6.710694814121649,3.1016703917293715,4.392402092692875,1.3975345517018236,Iris-versicolor
+28,5.004378373633245,3.239919727589485,1.3512612051457316,0.2,Iris-setosa
+29,6.390872118862216,3.0439661366396242,5.495050510512922,1.8153850406374714,Iris-virginica
+30,5.810541457784282,2.7315481095166416,5.101523048508953,1.9009336997220732,Iris-virginica
+31,5.075491538982311,3.762025427466138,1.6157354448501107,0.2,Iris-setosa
+32,4.400000479730272,2.9280305651172096,1.3879473113077723,0.2,Iris-setosa
+33,6.75984494476716,3.2242641462619916,5.680984571009821,2.2307733754892776,Iris-virginica
+34,6.373560716048672,2.9969898546067886,5.517472830150544,1.792094665168848,Iris-virginica
+35,5.50854511613786,2.6172098977506444,4.360294962035059,1.236936101798769,Iris-versicolor
+36,6.306243234605102,2.782646030185812,5.119975230012611,1.4788622791801675,Iris-virginica
+37,4.586165131647367,3.6050384802231266,1.0000003889755487,0.2,Iris-setosa
+38,4.856422266788446,3.1274518028838316,1.4856924402646663,0.10000011308555869,Iris-setosa
+39,5.141078594992361,2.500745181277122,3.3490909022053468,1.2111570942887682,Iris-versicolor
+40,5.108114510267737,2.493918078696976,3.010098782592058,1.094460071555043,Iris-versicolor
+41,5.923686928323101,2.9954904788176338,4.183352961056534,1.4968791271733894,Iris-versicolor
+42,6.822114186501001,3.001919097293034,5.483132192600301,2.085200192740408,Iris-virginica
+43,5.812124220932847,2.796951404631261,5.113888618383556,2.38662117041034,Iris-virginica
+44,7.7,2.7196328564600107,6.7,2.0792130710161265,Iris-virginica
+45,5.920183135395664,3.2487308777448787,4.763409710850668,1.774648247755308,Iris-versicolor
+46,7.699999095435364,2.8164877915386395,6.7,1.970436103613576,Iris-virginica
+47,4.847337123416119,3.4180904595718173,1.5967995818980625,0.2,Iris-setosa
+48,5.488676767474495,2.3985740694472946,3.8551836721064188,1.0594266942602406,Iris-versicolor
+49,5.111054056587439,3.306930259826974,1.790750885743254,0.5195391017777564,Iris-setosa
+50,7.699998920091484,2.8004825353523723,6.7,1.9854258598981966,Iris-virginica
+51,5.993129004316665,2.2000003240205035,4.98626660947857,1.4818705135942036,Iris-virginica
+52,4.673323009456628,3.263724410748561,1.421639971785985,0.2,Iris-setosa
+53,5.777333749705041,2.69274640472759,5.090811131847736,1.9051900239714257,Iris-virginica
+54,4.908723705674994,3.2655511200125025,1.3943040668630937,0.2,Iris-setosa
+55,6.722626432699084,2.9912535384423733,5.018123118641576,1.7068532858268912,Iris-versicolor
+56,5.139043749464247,3.3963180924647594,1.4471663517047346,0.2,Iris-setosa
+57,5.991411601906442,3.4177591165741954,4.54235308904671,1.578763812200841,Iris-versicolor
+58,6.008455622393671,2.2,4.992706356391084,1.502758756079166,Iris-virginica
+59,5.874298364289904,2.984616491693551,5.095533346724417,1.803003110440309,Iris-virginica
+60,6.219481384497586,2.8438438669803174,4.967209972883148,1.7035919890665827,Iris-virginica
+61,5.460259819502833,2.4119381451213893,3.638903211602633,1.0244527264573522,Iris-versicolor
+62,6.725120628735271,3.2966553735280257,5.675925488736512,2.5,Iris-virginica
+63,5.791045838107351,2.7069185182815017,5.093806936583347,1.887128919942523,Iris-virginica
+64,5.882657753702469,2.9852231623813306,5.097246841329296,1.816503342940531,Iris-virginica
+65,4.589370915332601,3.604270572914835,1.0000004132365423,0.2,Iris-setosa
+66,5.150484282212978,3.401742758717589,1.4062364009629482,0.2,Iris-setosa
+67,6.24609666132346,3.247770766610247,4.521426655064148,1.5102515445505358,Iris-versicolor
+68,6.311085366024947,2.7315493780831677,4.8569265780893955,1.7648061544952953,Iris-virginica
+69,6.090581686383735,2.606456313388862,5.600819828113301,1.3932249000256518,Iris-virginica
+70,4.9562648651289845,3.392358316842528,1.5431381200829657,0.2,Iris-setosa
+71,6.2292926466008565,3.4284281739827596,5.661757737512827,2.4046190510202208,Iris-virginica
+72,5.1070051077354455,3.78933110540159,1.6198246124846047,0.2,Iris-setosa
+73,5.4670938697972815,2.411368453565813,3.550649438925096,1.086006823105524,Iris-versicolor
+74,5.481699460995151,2.39613760303209,3.7797599443145353,1.0603088853978246,Iris-versicolor
+75,5.115431317676372,3.4017059097851776,1.5111816524916368,0.2,Iris-setosa
+76,5.8822841147603615,2.7974901867030337,5.119008974127293,2.398320565723786,Iris-virginica
+77,5.3210162188595005,3.609719349334653,1.5179174044586985,0.2,Iris-setosa
+78,5.845585255978595,2.7555174683241477,5.126285833830156,2.247607771634226,Iris-virginica
+79,5.801425303402139,2.700605638216097,5.083230780538148,1.8783518084057858,Iris-virginica
+80,4.929947209358883,2.425647497150058,3.174849744119737,1.0353408250601075,Iris-versicolor
+81,6.635735783535829,3.1109708451638363,4.422250413064474,1.4294323492372236,Iris-versicolor
+82,7.232019384906911,2.9477657093513074,6.14416794323316,1.9107353114414367,Iris-virginica
+83,5.024435818486763,3.3256782714678663,1.4017429659599971,0.2,Iris-setosa
+84,5.418736971077359,3.920523436419457,1.2850594991240785,0.4486019051818194,Iris-setosa
+85,6.078129493979617,2.990433799091329,4.578678599832724,1.3855381068501638,Iris-versicolor
+86,5.102641064192928,3.804486860168351,1.600156503017246,0.2,Iris-setosa
+87,5.30788921350541,3.6995240201804744,1.5067186896279101,0.2,Iris-setosa
+88,5.882755840512553,2.9966542892178425,5.117957933540764,1.8192479272978384,Iris-virginica
+89,4.648835755463498,3.571584654700984,1.0000007281816332,0.2,Iris-setosa
+90,6.695718368789449,3.1039288877164957,4.399153853326745,1.386639130106304,Iris-versicolor
+91,4.585811466125216,3.2047942529254776,1.3769064380228015,0.2,Iris-setosa
+92,5.636735615228559,4.4,1.504945885311924,0.3687660232609119,Iris-setosa
+93,5.589953565341674,2.9937820896194407,4.140195943034167,1.298436651907246,Iris-versicolor
+94,7.068506711843374,3.0138112534423183,5.8357786668416045,2.131985258968737,Iris-virginica
+95,5.99479117409516,3.4320219248014614,4.541155079260377,1.6423366788004874,Iris-versicolor
+96,7.699998826103583,2.7744611490743583,6.699998720185662,1.9970083861496126,Iris-virginica
+97,5.70067525998201,2.9440697795465076,4.212010156719474,1.461442780947,Iris-versicolor
+98,4.9115402657111735,3.0100987590934114,1.4012048734827927,0.2,Iris-setosa
+99,5.008135503483764,3.316119000604932,1.3816903837837118,0.2,Iris-setosa
+100,5.789718471155003,2.6754914753545678,5.083982264332116,1.9031222710569389,Iris-virginica
+101,5.093823680545575,3.3854779831146495,1.4884681628288625,0.2,Iris-setosa
+102,4.495217900450842,2.293964446419537,1.3051432667195042,0.27271063231191317,Iris-setosa
+103,5.368475433385598,3.4036287995938554,1.6943360470992495,0.2,Iris-setosa
+104,5.404621261519482,3.41756612328029,1.6519265246588744,0.2,Iris-setosa
+105,6.696359087045387,3.002503935910064,4.991763974299853,1.6976504882488768,Iris-versicolor
+106,5.6057119761562415,2.7681206539304766,4.2259867408028144,1.2877367733789755,Iris-versicolor
+107,5.62152739523338,3.004543800461655,4.481156597112152,1.4915224734501762,Iris-versicolor
+108,6.636080128949161,3.0338432637423995,4.392126706678846,1.4039176656275654,Iris-versicolor
+109,4.400000474307326,3.1918882082866187,1.3088093510369354,0.2,Iris-setosa
+110,6.284591818350763,2.888137008747873,5.613409660746147,1.80642610646843,Iris-virginica
+111,5.340251283358919,2.9760763110391792,4.445518258298219,1.4855671403558022,Iris-versicolor
+112,5.782372581509143,2.6922404171479,5.104371081898773,1.9007657822105144,Iris-virginica
+113,6.26872200726323,3.407711314536367,5.648320282208504,2.4036849852929603,Iris-virginica
+114,4.4,2.8937021344220684,1.4049452814664793,0.2,Iris-setosa
+115,5.2095548025752745,3.8356017805444136,1.9112781192162827,0.4346832167048359,Iris-setosa
+116,4.606577864746161,3.3822217217828046,1.4043248580261305,0.2818331582610838,Iris-setosa
+117,7.043233096163895,3.0832258647194,5.829515273497254,2.2093225724073804,Iris-virginica
+118,5.256681686106559,2.903093656131557,4.193238864374875,1.4520391257815093,Iris-versicolor
+119,6.631217204111614,3.1349888463052134,4.424355426817467,1.4400702776760974,Iris-versicolor

iris/tab_ddpm/5_1/16/test.csv

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

iris/tab_ddpm/5_1/16/train.csv

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

iris/tab_ddpm/5_1/16/val.csv

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

iris/tab_ddpm/5_1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.077257104168554,2.5011539582296356,3.1881685846410854,1.1128453745570692,Iris-versicolor
+1,6.472739935223155,3.1772892683844347,4.540549875357551,1.4754351814974231,Iris-versicolor
+2,5.354013823001005,3.8732671974368214,1.6803396436080682,0.3927596991316705,Iris-setosa
+3,5.1982915484423,3.4669795269215475,1.4780670008588594,0.2,Iris-setosa
+4,6.427891311990618,3.089042225657966,5.5049019125296486,1.813817667434629,Iris-virginica
+5,4.59507685294365,3.5949470586437866,1.0000008013486155,0.2,Iris-setosa
+6,5.172126074589281,2.49792808882641,3.0285311983320997,1.1338313876229051,Iris-versicolor
+7,5.771923195475061,2.728243525619509,5.104880618071818,1.8924665127447533,Iris-virginica
+8,5.089221083510699,3.7454976092531584,1.6105502247277,0.3960152669995105,Iris-setosa
+9,6.284642653908433,2.872884115526823,5.602470501928484,1.7908542252020367,Iris-virginica
+10,7.69999908455062,2.8043410662897896,6.6999987897181965,2.00243372754192,Iris-virginica
+11,6.283117284933833,2.8860374991630233,5.665883989757693,1.8037587196628284,Iris-virginica
+12,6.478916483504702,3.1820550670562384,4.498046852104574,1.47054812548744,Iris-versicolor
+13,6.201301831488801,3.0191786065065136,5.318714270771264,1.7611586405171122,Iris-virginica
+14,6.457191322162075,3.020107860519345,5.497129869839229,1.7924893452837898,Iris-virginica
+15,4.579665982030159,3.2121612501159493,1.3977231394472858,0.2,Iris-setosa
+16,6.2727223360958035,2.675488073502649,4.93455498233124,1.819330819560499,Iris-virginica
+17,5.754321898834313,2.7860161329858473,5.09192874610512,2.4134543654503275,Iris-virginica
+18,5.709633951889251,4.4,1.5210730346081147,0.49933576694201426,Iris-setosa
+19,5.330476338055329,2.8793294569638253,4.192268006507547,1.4445326272448034,Iris-versicolor
+20,6.005943536301642,3.004326425625222,4.755434256429676,1.8079830102536536,Iris-virginica
+21,5.816852726476168,2.823746938502599,5.1086050249079,2.4042670985589445,Iris-virginica
+22,5.090087406610453,3.749246718926553,1.5849612331886465,0.46492401627171115,Iris-setosa
+23,4.592591659032929,3.60929273673802,1.000000396082731,0.2,Iris-setosa
+24,5.657951388743017,4.3999977836757,1.4958312911509148,0.3882750890136717,Iris-setosa
+25,5.81999990240107,2.727512000501469,5.113879835941023,1.882079884117082,Iris-virginica
+26,4.985263590787792,3.5746950512892037,1.4009527946743343,0.2,Iris-setosa
+27,5.2610139201277315,3.510871442149182,1.5506679221036768,0.2,Iris-setosa
+28,5.992659568448866,3.401778800577675,4.438356651874776,1.5524946169674305,Iris-versicolor
+29,6.442701768234857,2.911115174555206,4.353625104726299,1.3250399190293567,Iris-versicolor
+30,5.400577007192324,3.919375099757243,1.706615752710135,0.39542398874218776,Iris-setosa
+31,5.880202653219904,3.165661197378435,4.841920887317839,1.7635808347085233,Iris-versicolor
+32,5.21705603083939,3.4253833466248476,1.413537661826053,0.2,Iris-setosa
+33,5.920703594284181,3.007311548586202,4.205107540819919,1.5031602205948114,Iris-versicolor
+34,5.0704935262624256,3.3740291237983073,1.4169713392703935,0.2,Iris-setosa
+35,5.476241390690908,3.006253928257601,4.536731289403044,1.5019551272744716,Iris-versicolor
+36,5.501379369229355,4.204897696522914,1.3919159531410852,0.2,Iris-setosa
+37,6.692576362528353,3.1130771137797253,4.400289155935017,1.4028139478015773,Iris-versicolor
+38,5.724990024338216,4.399998904293433,1.4832068787845554,0.3519261007759271,Iris-setosa
+39,6.004137681929404,2.7261736428233685,5.101137364908881,1.607915576861325,Iris-versicolor
+40,7.023397248288354,3.0504741316118933,5.767395726068857,2.1739799093080925,Iris-virginica
+41,5.098970139421987,3.288022577076174,1.7918525098802824,0.4419371665779367,Iris-setosa
+42,7.7,2.7722470676727604,6.7,2.056641733412263,Iris-virginica
+43,5.264603207727634,3.605391953964566,1.4959151839226679,0.2,Iris-setosa
+44,5.694831631160556,4.4,1.4949667385117784,0.4627437053532835,Iris-setosa
+45,7.319050188461606,2.9036987751967756,6.331478491931575,1.785348532577995,Iris-virginica
+46,4.741877220656421,3.3918905564479913,1.532488504980566,0.2,Iris-setosa
+47,5.144304220074592,3.4650345163498995,1.5060145163458492,0.2,Iris-setosa
+48,4.995317415294376,3.5956216698131094,1.403044458860484,0.2,Iris-setosa
+49,4.600284301251549,3.5894732950843733,1.0000004521121126,0.2,Iris-setosa
+50,6.5024312941143485,3.162380334281181,4.4303810285024685,1.475731422783459,Iris-versicolor
+51,5.98890397188145,2.2,4.984040351431464,1.5087603576018838,Iris-virginica
+52,4.968244635311983,2.44599190813548,3.101013576369744,1.0631898120027956,Iris-versicolor
+53,5.508399448167728,2.4019112334750417,3.450381676113504,0.9125986147696801,Iris-versicolor
+54,5.703454575711808,4.4,1.520174264372344,0.38781221108205705,Iris-setosa
+55,5.877963976501932,2.997464586461151,4.297723011707186,1.4983941047262275,Iris-versicolor
+56,4.621976252670407,3.5991074522968716,1.0000004730017569,0.2,Iris-setosa
+57,5.498032518523086,4.191835778738831,1.403377112809868,0.2,Iris-setosa
+58,5.502855230171297,2.997544073125341,4.509929182024854,1.4760943976334944,Iris-versicolor
+59,5.1002889977806,3.3129024927094397,1.6884121201153197,0.4963346288709188,Iris-setosa
+60,6.491813977410166,3.1948701353626103,4.48402188485016,1.5049501090273723,Iris-versicolor
+61,6.499106218091816,2.952823207005837,4.346118823469804,1.3475898537943594,Iris-versicolor
+62,4.58694280212088,3.6428250403255826,1.0,0.2,Iris-setosa
+63,6.636378070654639,3.066742319645853,4.430169396190994,1.413082031259038,Iris-versicolor
+64,5.096491925040565,3.3133504060983454,1.691754308559893,0.5681828595860503,Iris-setosa
+65,5.403670165239777,3.3961959900288567,1.6918606558052265,0.2,Iris-setosa
+66,5.504311120345155,2.3900011262367844,3.6678090650004553,1.1095987434587686,Iris-versicolor
+67,4.601121863020294,3.6045024166933435,1.0000004530280433,0.2,Iris-setosa
+68,6.8104144918797855,3.1952897657450383,5.591806690257731,2.2544421747564414,Iris-virginica
+69,4.919680078106036,3.495375291759319,1.3256166904033022,0.3236165757722269,Iris-setosa
+70,6.694181011404109,3.3120094722302227,5.743329803161186,2.5,Iris-virginica
+71,5.314819887713872,3.7101114028338507,1.497522052094222,0.2,Iris-setosa
+72,6.673751463128573,3.2654265285108464,5.731969610202404,2.0856959799337997,Iris-virginica
+73,5.686942642929023,3.049648596507203,4.561977554718889,1.5243177027812378,Iris-versicolor
+74,6.3099906256240095,2.2987513562688573,4.411190765872199,1.3006409847344707,Iris-versicolor
+75,5.524097860706673,2.418193374184699,3.855836164039376,0.9548909913248507,Iris-versicolor
+76,5.025235703424598,3.2404456331602676,1.32676509742587,0.2,Iris-setosa
+77,4.913320536589429,2.999760200030732,1.4017043218173326,0.2,Iris-setosa
+78,6.088767374936681,2.6054703215728323,5.591921752098116,1.379113677811482,Iris-virginica
+79,5.525718242188212,2.988764266602057,4.447141769411887,1.4954533486424808,Iris-versicolor
+80,6.3344800971601565,2.9114589590814477,5.559940642665137,1.78973259527982,Iris-virginica
+81,5.417950240417741,3.007175104365838,4.511107745715103,1.5036119207206744,Iris-versicolor
+82,6.226874734974414,2.501880515934782,4.987321034300142,1.9061040644375014,Iris-virginica
+83,5.363644281852406,3.882662502697731,1.3173647456500523,0.405180068632371,Iris-setosa
+84,5.103144056066423,3.391169800656374,1.4970848634639236,0.2,Iris-setosa
+85,5.743875067519454,2.6448065206007403,5.09127611631782,1.9341026723742771,Iris-virginica
+86,5.389552641636807,2.980324014809621,4.4286743014342935,1.4954997952981666,Iris-versicolor
+87,5.990978768161633,2.7231215867149308,5.095302961296537,1.6055369785818927,Iris-versicolor
+88,6.503646380627741,2.970932923664029,5.5447630804859385,1.805133793669989,Iris-virginica
+89,7.334682072575736,2.9030329345611428,6.313375753403204,1.795103045978435,Iris-virginica
+90,4.593521118853933,3.210722175868794,1.4050638554499004,0.2,Iris-setosa
+91,5.027477646976885,3.5724339985704456,1.416049965021609,0.2,Iris-setosa
+92,5.6116548963616335,2.9962409395677807,4.097024672082989,1.3004672256830698,Iris-versicolor
+93,6.35571797232861,2.658396242328026,5.196905034926981,1.898474404792723,Iris-virginica
+94,5.374133376896965,3.4109538608324104,1.6767501659215578,0.2,Iris-setosa
+95,5.1105627777363365,3.8074635869158526,1.5701088340465277,0.2,Iris-setosa
+96,6.360667649926194,2.79755682726347,5.093867284555966,1.505164692562214,Iris-virginica
+97,6.371618349643114,2.886804299570287,4.316870613611515,1.2880210840111652,Iris-versicolor
+98,4.4,2.8891313648909382,1.400640764483734,0.2,Iris-setosa
+99,5.714295353529492,2.500294110655671,5.0111227995854355,1.993243802758508,Iris-virginica
+100,5.794602531776484,2.704004552611957,5.123656770624346,1.8965655233273466,Iris-virginica
+101,6.1249309175362825,2.6027079505250494,5.633911306064516,1.3921204990352303,Iris-virginica
+102,5.703267281715412,4.399998036432105,1.4908905992326555,0.42453486745983154,Iris-setosa
+103,7.351484202235657,2.8797356561259213,6.345297234805939,1.8023465824986165,Iris-virginica
+104,6.512328262442743,2.9910619857398726,5.520401883244821,1.8058030874514106,Iris-virginica
+105,5.7923656260677765,2.8105258020658113,5.0903865049231705,2.4035502424857857,Iris-virginica
+106,5.459576783706025,2.9951996460879706,4.528164654585311,1.5090315399126901,Iris-versicolor
+107,7.69999857026705,2.8136734471646103,6.6999983404354895,2.0172872922034992,Iris-virginica
+108,5.4417273657048355,2.9939885014673107,4.524143101578899,1.4976629879384171,Iris-versicolor
+109,4.914442524769723,2.3948710481681927,3.357397021177154,1.0607677369121093,Iris-versicolor
+110,5.704865747228698,2.4900740694662225,4.996775676690824,2.004889349828888,Iris-virginica
+111,4.582084668863489,3.270490259109944,1.4002277113620254,0.2,Iris-setosa
+112,6.680402050240875,3.3014509008525503,5.705019055120423,2.1084957766711465,Iris-virginica
+113,5.411093211479874,3.0057651384992816,4.481908613189328,1.5023562350225619,Iris-versicolor
+114,5.227741646361964,3.8375770271712817,1.8219899795297958,0.3841162451188098,Iris-setosa
+115,5.168365896906299,3.7793827070182466,1.6208293484440897,0.3962411903557461,Iris-setosa
+116,5.794246472777458,2.712360600827253,5.095060694171665,1.8828255267286604,Iris-virginica
+117,5.142770668765246,3.8272346879408476,1.5699327116983022,0.2,Iris-setosa
+118,6.915481415917194,3.1966425733857684,5.7065312182437316,2.3068652972419557,Iris-virginica
+119,6.024019076442432,3.3819312799853813,4.499191134084896,1.562123654923007,Iris-versicolor

iris/tab_ddpm/5_1/17/test.csv

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

iris/tab_ddpm/5_1/17/train.csv

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

iris/tab_ddpm/5_1/17/val.csv

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

iris/tab_ddpm/5_1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7698894711935176,6.699998929434531,2.0055878708434247,Iris-virginica
+1,4.836146860803446,3.3981034552975835,1.583446065295226,0.2,Iris-setosa
+2,5.2299050392457245,2.725523720010934,4.037924247112811,1.3973438871596624,Iris-versicolor
+3,6.747107301868669,3.0992716471060247,4.3927067051438025,1.3791106564076185,Iris-versicolor
+4,4.595857954079413,3.2143806225495934,1.3948702909201622,0.2,Iris-setosa
+5,5.097309895541175,3.3142540933798084,1.3194333249252501,0.2,Iris-setosa
+6,5.484619928243268,4.210313093384273,1.3924117388111763,0.2,Iris-setosa
+7,5.181308994893588,3.3869873004922604,1.4067410093600843,0.2,Iris-setosa
+8,5.007722471646353,3.3167685222961025,1.4065279520713392,0.2,Iris-setosa
+9,6.441705547409501,3.0874676069243603,5.5120899635371226,1.7926280488356268,Iris-virginica
+10,6.94493873190578,3.2186134725047206,5.7183283063426,2.3173677091656186,Iris-virginica
+11,5.424048620741983,4.027786605567279,1.4291910420658416,0.2,Iris-setosa
+12,7.699997794484599,2.791884092645255,6.699997379289723,1.9899001157179919,Iris-virginica
+13,5.562843873777465,2.9999554269293713,4.099708960258695,1.3038256265482342,Iris-versicolor
+14,5.498501396304323,2.3861062030741897,3.628185200218075,1.0654280557621192,Iris-versicolor
+15,6.293011524819889,2.9072464246068366,5.5738191649031945,1.8120674231960285,Iris-virginica
+16,7.313800804016969,2.908696426640026,6.325856418321161,1.7819640718720822,Iris-virginica
+17,6.275544663112344,2.5200171340472113,4.873878796281387,1.4997256242134416,Iris-versicolor
+18,6.422531195775269,3.3615058296044458,5.62484911921343,2.346600420837254,Iris-virginica
+19,6.99702887457549,2.991577887498152,5.597544351540855,2.1358105461641506,Iris-virginica
+20,5.717617126352697,2.4966738742005536,4.993550661062356,1.9907186545222864,Iris-virginica
+21,6.350197988807208,3.4008397142465316,5.597611811986302,2.3696886344142767,Iris-virginica
+22,6.712688132812317,3.281186851625799,5.644479325246431,2.4999991829818318,Iris-virginica
+23,5.421881552795308,3.909661857888931,1.2909557003075587,0.4070245306022486,Iris-setosa
+24,4.995337952984212,3.2113270191326624,1.2076140010531928,0.2,Iris-setosa
+25,6.575559383158713,2.979931281041521,4.356575352086985,1.3772591006471189,Iris-versicolor
+26,5.137038681721065,3.430859456468808,1.4873643146233708,0.2,Iris-setosa
+27,5.1993013663097765,3.528331589208639,1.5091055994321336,0.2,Iris-setosa
+28,6.756060584721941,3.0109930032921786,5.493961240420251,2.1029078987611816,Iris-virginica
+29,6.3511188741086535,2.932665295091578,5.582133980619824,1.8089231824285064,Iris-virginica
+30,6.3384806786785886,3.408436495724791,5.587500073509682,2.392620270927158,Iris-virginica
+31,6.6681824445844375,3.319058794625856,5.773139133691265,2.5,Iris-virginica
+32,5.117644062708822,3.7988401847858366,1.9037807888254863,0.4046509938136973,Iris-setosa
+33,6.3149982146961605,2.5109540237370873,4.912560044572509,1.5184183420228736,Iris-versicolor
+34,5.843793974452915,3.0089225667192614,4.209274630010025,1.4880955377756975,Iris-versicolor
+35,5.337647813933051,2.5679017310286603,4.267265282326266,1.1320869383949257,Iris-versicolor
+36,6.445684860768328,3.1196239538667307,5.500994041992645,1.8522326017046669,Iris-virginica
+37,6.719623587547997,3.053716307833062,4.700471372947366,1.4945017326006802,Iris-versicolor
+38,4.7945428465884525,3.4070340456179427,1.607454720587244,0.2,Iris-setosa
+39,5.2254458620565725,2.7509387776285363,4.049322621363053,1.409905658488472,Iris-versicolor
+40,4.8257916979788655,3.3914756601091316,1.6256197100923204,0.2,Iris-setosa
+41,5.805586639631163,2.7111935204680733,5.108288159968701,1.8938886490503137,Iris-virginica
+42,6.34733226137925,3.376696320366063,5.612952693118209,2.3858704406767473,Iris-virginica
+43,4.737835573007626,3.2575373359050324,1.4074176654144308,0.2,Iris-setosa
+44,6.438843775182847,3.013160836528458,5.498004455938659,1.7960570273752725,Iris-virginica
+45,5.101301100920492,3.794504940037058,1.7893548627104465,0.3876302656300384,Iris-setosa
+46,5.580602236226848,2.9955425817147243,4.099795345632584,1.2820945424915802,Iris-versicolor
+47,4.970657705883295,3.1677034431688726,1.2193126295158294,0.2,Iris-setosa
+48,4.608697722899623,3.1996275299135144,1.4043157598244278,0.2,Iris-setosa
+49,6.58667608332354,3.126462708668376,4.437815389915058,1.4487395742327465,Iris-versicolor
+50,5.524741086705841,2.402712392309607,3.851460758474839,0.9940483708163956,Iris-versicolor
+51,5.04033247527885,3.3404198397885323,1.5026453368927815,0.2,Iris-setosa
+52,5.117299966078957,3.7853366733079494,2.202809710363468,0.40380231335337846,Iris-setosa
+53,4.612143450630678,3.599746674854744,1.0,0.2,Iris-setosa
+54,5.403152996064774,2.4244290072749166,3.7916622504689945,1.089095822988467,Iris-versicolor
+55,5.206972740758037,2.737111726233952,3.9931553340311687,1.4180020389170942,Iris-versicolor
+56,6.597755756184283,3.0046137773836374,4.395578615746763,1.4021949139639416,Iris-versicolor
+57,6.4420678437595775,2.9131266955378257,4.306704143800799,1.3246156134226947,Iris-versicolor
+58,4.591896262548926,3.65622473394819,1.0,0.2,Iris-setosa
+59,5.089122648296349,3.8331333799956737,1.6159709492586454,0.2,Iris-setosa
+60,6.722034153229311,3.001124753971295,5.004175338430621,1.6867969331461183,Iris-versicolor
+61,6.091909784186498,3.0027894531948243,4.576293682414042,1.3976277700109452,Iris-versicolor
+62,5.279896700012112,3.551464947043064,1.4783832099449883,0.2,Iris-setosa
+63,7.327237627475082,2.9061678129703084,6.315119018064304,1.8008836847798955,Iris-virginica
+64,5.006566908709821,3.278700664052544,1.3570255245777811,0.2,Iris-setosa
+65,4.4,2.882558045860152,1.4046767646822629,0.2,Iris-setosa
+66,4.4,2.9045820429248206,1.3915819976341541,0.2,Iris-setosa
+67,6.6024132420294555,2.9983718419587047,4.430860628891556,1.4128516045204427,Iris-versicolor
+68,6.924599124141903,3.1576266571798572,5.71193303994277,2.292265205675083,Iris-virginica
+69,5.097463198518588,3.667747615635649,1.478703606513255,0.3967141059147883,Iris-setosa
+70,6.417880433999514,2.7822845662379465,5.403735684274905,1.8726931512117184,Iris-virginica
+71,6.692482893727412,2.9947651790298946,4.998472882503806,1.7081274475018682,Iris-versicolor
+72,6.666569658094085,3.2988637599095636,5.744710161706803,2.49999937459315,Iris-virginica
+73,6.5416828297323075,2.9650020201126126,4.390378394679274,1.3718760824369018,Iris-versicolor
+74,6.703395680603304,3.341737445923425,5.695901816523831,2.5,Iris-virginica
+75,5.983231110767052,2.200000317577405,5.018709380882191,1.4942947989576816,Iris-virginica
+76,6.793500007261276,3.2467467534643766,5.621188900859687,2.197676953861234,Iris-virginica
+77,7.311610998032293,2.896376418397163,6.300551824789263,1.8163997801931278,Iris-virginica
+78,5.001377095153971,3.475114820111307,1.293815992266119,0.29356672370378956,Iris-setosa
+79,5.787973059771955,2.6941803818726973,5.088029119103408,1.8874298492964456,Iris-virginica
+80,6.302934656003852,2.2937038357802537,4.429695180827408,1.2935254674264467,Iris-versicolor
+81,4.4000007124206455,3.193998430743509,1.2580701283997446,0.2,Iris-setosa
+82,5.987196460391043,3.00313640722692,4.806617243337737,1.8010479433514655,Iris-virginica
+83,5.739708615720823,2.6028449908622457,5.085749214942539,1.954435998177369,Iris-virginica
+84,4.955198158640735,2.4259191057016642,3.320736353173566,1.0528951523889822,Iris-versicolor
+85,4.573968407228715,3.211224673949641,1.4025569381757899,0.2,Iris-setosa
+86,5.015809301837023,3.618148183086709,1.3871422102211715,0.2,Iris-setosa
+87,7.699998004880377,2.797366276577307,6.699998214508688,2.019028593261835,Iris-virginica
+88,6.474923574106309,3.0210039675995883,5.523382344021635,1.794751858321412,Iris-virginica
+89,4.491914333667827,2.2954940877562153,1.3063508214022068,0.29473619627695824,Iris-setosa
+90,5.490823911392868,2.595270812563231,4.369821215264141,1.2442694908626726,Iris-versicolor
+91,5.158059704839345,3.384195093928831,1.3879586993482813,0.2,Iris-setosa
+92,5.1915356620372215,3.4541222972518564,1.4574927806928228,0.2,Iris-setosa
+93,4.40000059774946,2.981829011705475,1.3619026552122397,0.2,Iris-setosa
+94,5.0591357739679665,3.4971707710979323,1.3894940964982274,0.294599630223743,Iris-setosa
+95,5.090788931261038,2.4870656855704274,3.0472804843763597,1.0433490036409747,Iris-versicolor
+96,6.347050477129194,2.878930129090967,4.279884884591765,1.2804987090005635,Iris-versicolor
+97,4.508318870699392,2.2892155492242,1.295792083192035,0.29428614356270294,Iris-setosa
+98,5.333247310376512,2.760155327839066,4.065669063478034,1.3657896503131635,Iris-versicolor
+99,4.488443271649649,2.286940255211279,1.2899523161420987,0.2805432801166351,Iris-setosa
+100,4.724197155966959,3.3780816865471572,1.492270095252922,0.2,Iris-setosa
+101,4.9542325549672945,2.436872301134156,2.944826949670726,1.046727408744015,Iris-versicolor
+102,7.699998313943791,2.7892330115144777,6.699998254064983,1.982557892452079,Iris-virginica
+103,5.774861868461452,2.701632594388694,5.099483460185593,1.893762641309694,Iris-virginica
+104,5.773548347196494,2.700329187257171,5.092105675279309,1.898706665288329,Iris-virginica
+105,5.481428750089157,2.597273094743309,4.389729369234726,1.148519616089819,Iris-versicolor
+106,5.013443370531326,3.5824042767539566,1.4059197512599597,0.2,Iris-setosa
+107,5.815413748428368,2.7274930121846372,5.128469488846999,1.903466894050878,Iris-virginica
+108,5.354956963388231,3.865304725410101,1.3493050975610672,0.4167059835769485,Iris-setosa
+109,7.024162103469548,3.095366093797206,5.767979240380196,2.2554107128245,Iris-virginica
+110,4.400000463161407,2.916763928832313,1.3936453706715735,0.2,Iris-setosa
+111,5.802357408648644,2.6896226504346843,5.098587845474601,1.8973728969271173,Iris-virginica
+112,5.159958626569353,3.3558145362844507,1.390647670989644,0.2,Iris-setosa
+113,5.9739510593388045,3.012289914507131,4.8599938029789165,1.8033441243671973,Iris-virginica
+114,6.295529234731556,2.775398879195166,5.0974703402304415,1.4884586039089311,Iris-virginica
+115,5.805549777465986,2.6992379717855846,5.103225753771497,1.8953389435336274,Iris-virginica
+116,5.574826073624801,2.638601015304662,4.385968951640932,1.2667693004431324,Iris-versicolor
+117,4.588431451134538,3.3859034937344443,1.4036179109610698,0.3031258512856281,Iris-setosa
+118,6.684113829120503,3.2725607959810574,5.7461378916382975,2.5,Iris-virginica
+119,5.112052300367641,3.3742537451062975,1.408622269248509,0.2,Iris-setosa

iris/tab_ddpm/5_1/18/test.csv

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

iris/tab_ddpm/5_1/18/train.csv

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

iris/tab_ddpm/5_1/18/val.csv

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

iris/tab_ddpm/5_1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.020134436957769,2.996085211302784,4.8490990695419,1.7817690267084445,Iris-virginica
+1,5.403146626560195,3.9085917538638117,1.2763150420470581,0.4523374299956871,Iris-setosa
+2,6.105531497193601,2.584519237740917,5.6006051940166675,1.385164754901072,Iris-virginica
+3,5.897569795557534,2.9950320223486493,5.101858157724346,1.793891384480481,Iris-virginica
+4,7.699998850950779,2.821107318811203,6.7,2.006973057374277,Iris-virginica
+5,6.291788175271983,2.8177835889341694,5.110031669083063,1.5219146629091844,Iris-virginica
+6,5.044240174939815,3.346593112088545,1.433150719673869,0.2,Iris-setosa
+7,6.28531032347617,2.8963806695538254,5.580981112540919,1.804252779388868,Iris-virginica
+8,6.609443517531308,3.0231525415876535,4.459389892409016,1.4126904950890071,Iris-versicolor
+9,6.410124623685344,2.6783699271176666,5.298310880549001,1.8971370300821846,Iris-virginica
+10,4.903012076029615,3.099604691172448,1.5282428889285007,0.1,Iris-setosa
+11,6.01908013750324,3.3928225953355837,4.4793932886089225,1.612541459949969,Iris-versicolor
+12,4.836283427015571,3.397168401125474,1.587417095645305,0.2,Iris-setosa
+13,6.030226465607875,2.6888597469777467,5.096153867004511,1.5777266375863543,Iris-versicolor
+14,6.763842959356992,3.312919275987825,5.78537768831055,2.5,Iris-virginica
+15,5.112207958062837,3.514121269596974,1.3857538068745359,0.3018259923892368,Iris-setosa
+16,6.185199284261677,3.0075464553904063,4.598334301740814,1.4103002626649175,Iris-versicolor
+17,5.650390408497753,2.5131200712988644,4.998423695381346,2.0011078483355065,Iris-virginica
+18,6.578257392564545,2.9809749337389326,4.42033393472229,1.3863085866900133,Iris-versicolor
+19,6.739727946197147,3.285181784070905,5.709937216568461,2.4999993636334947,Iris-virginica
+20,5.75285871650242,2.697103256841845,5.094625258431919,1.90332308571305,Iris-virginica
+21,6.092304869898663,2.600496219784955,5.610803028531029,1.4005203995053692,Iris-virginica
+22,5.737141805673476,4.399998916856064,1.515933177703826,0.3967337665396051,Iris-setosa
+23,4.726067673983483,3.2289556728128734,1.4048129681532886,0.2,Iris-setosa
+24,7.699998997724109,2.8065287733081092,6.7,1.9782215764802418,Iris-virginica
+25,6.017851834624285,2.200000353044099,4.963367066711444,1.5058042539996712,Iris-virginica
+26,5.7962836085732095,2.803893655750712,5.092483245183242,2.3971334913233906,Iris-virginica
+27,4.400000547874062,3.2065391270997563,1.313751343685479,0.2,Iris-setosa
+28,5.578650355912892,2.648389469419431,4.273184754796056,1.2704999246920297,Iris-versicolor
+29,6.70659869608134,3.336220358272227,5.75318002916297,2.5,Iris-virginica
+30,5.871957609711342,3.0001544821799473,5.073906372581654,1.813478921121904,Iris-virginica
+31,6.650011500935959,3.277264145292394,5.653921212403403,2.0389588911967653,Iris-virginica
+32,5.993026389513657,2.200000321183111,4.98569985172548,1.4961710068571477,Iris-virginica
+33,4.608260376947838,3.599418733961848,1.0,0.2,Iris-setosa
+34,7.7,2.8078224224683646,6.7,2.0019344186795887,Iris-virginica
+35,5.020797741291347,2.475371733353871,2.8930346526094137,1.0718425614220286,Iris-versicolor
+36,6.916899495835436,3.027981019440129,5.588952645139848,2.167180607704145,Iris-virginica
+37,4.996156017540761,3.500929879172407,1.298029043148337,0.29608805929798643,Iris-setosa
+38,5.865190038719617,2.866503852173941,5.155783605994651,1.8564795770610536,Iris-virginica
+39,5.391433970146903,3.855273259937644,1.6891796475315146,0.3880764824811162,Iris-setosa
+40,5.450279198848304,2.9197149357556222,4.439510872385434,1.472377072244948,Iris-versicolor
+41,5.788187462542039,2.7845940747833553,5.157293451386854,2.3967623499942414,Iris-virginica
+42,5.04298737501095,3.498507727123369,1.3436341389091548,0.291683649610695,Iris-setosa
+43,5.116350484540843,3.543122826712904,1.375606817782072,0.3168589237582409,Iris-setosa
+44,5.848701829176443,3.0255813436247743,4.422683894920076,1.512889457441811,Iris-versicolor
+45,5.207979741494667,3.4806275326908542,1.5409741282849414,0.2,Iris-setosa
+46,5.102420938237352,3.2987596595612425,1.8438140602695459,0.4333623216294228,Iris-setosa
+47,5.220979774606316,3.4113064072208736,1.3968593876712028,0.2,Iris-setosa
+48,4.608203435277384,3.397556830630805,1.4044690844376435,0.30562107123053517,Iris-setosa
+49,5.20769313179428,3.3916417548906206,1.3832675005249344,0.2,Iris-setosa
+50,5.732683365993946,2.5578099924575444,5.018901801982745,2.146342608014556,Iris-virginica
+51,6.354634934577917,2.5265029036185185,5.028133098477076,1.8917250298964203,Iris-virginica
+52,5.212895961713859,3.4683702785258066,1.5323061939022287,0.2,Iris-setosa
+53,5.498101125138751,3.0039539068594516,4.466821710988075,1.4932090762236936,Iris-versicolor
+54,6.732825564314586,2.989782007938198,5.019570502517557,1.7041733886982904,Iris-versicolor
+55,6.309234862260956,2.5263671336580504,5.005856348674551,1.8905188323456494,Iris-virginica
+56,4.594227187419574,3.400293367859335,1.3859179633598149,0.2984028631834502,Iris-setosa
+57,5.708629309284913,2.993551366488299,4.469411736148647,1.4950104170412912,Iris-versicolor
+58,5.538451916596634,2.6142582570578994,4.375934513689357,1.2637683892121847,Iris-versicolor
+59,4.779158726869398,3.3786451555611823,1.6121442907126777,0.2,Iris-setosa
+60,6.40101052498771,2.8970023686731463,4.303848418540465,1.3007204825626415,Iris-versicolor
+61,7.7,2.7892889715985874,6.7,2.0675315225982254,Iris-virginica
+62,6.006556099438457,3.398931725622852,4.551252763813518,1.6147680987683681,Iris-versicolor
+63,5.068415229265871,3.4991198331606435,1.3750974609975253,0.28846132406489855,Iris-setosa
+64,6.404637559583345,2.6902900139645287,5.304578179851821,1.905390187809369,Iris-virginica
+65,7.133262331881216,2.9714818579322633,5.9216744685146345,2.0883172680906172,Iris-virginica
+66,4.4,3.176883761291795,1.2966788052604008,0.2,Iris-setosa
+67,5.004128277306592,3.4836638771453394,1.322349286612181,0.2970827703890725,Iris-setosa
+68,6.514502463437033,3.0155552966274644,5.003817386975332,1.7535789801059969,Iris-versicolor
+69,6.088762605400576,2.9985818478761623,4.6191491299791005,1.4095342097550865,Iris-versicolor
+70,6.786501830223184,3.0050121334750166,5.472445311963854,2.1005624895766255,Iris-virginica
+71,5.728305981935451,2.4864450117758694,5.001186620635834,1.9920730104076683,Iris-virginica
+72,5.694747001215398,4.4,1.505713287753273,0.3991784362718933,Iris-setosa
+73,7.3481188499666725,2.907537594391969,6.341611085404388,1.7861280639175816,Iris-virginica
+74,6.321630306930973,2.535738133748851,4.995683728526268,1.8874428711231566,Iris-virginica
+75,4.917134646100763,2.410914965038026,3.0756621034699827,1.0057181137181548,Iris-versicolor
+76,6.333452513434759,3.165455986821317,4.57622971705238,1.4913624923576743,Iris-versicolor
+77,6.316660291579581,2.858973358882208,5.594571897964462,1.7631018390423963,Iris-virginica
+78,5.988000576253024,3.400514248079211,4.4759520535802695,1.6124594562200634,Iris-versicolor
+79,5.815441876055566,2.9945648401981417,4.193228256691145,1.4319804015250264,Iris-versicolor
+80,7.699998896316413,2.791166435814353,6.699998615690023,2.003286440875657,Iris-virginica
+81,6.369961094962461,3.2081577700443664,4.508441252840977,1.5057226306542517,Iris-versicolor
+82,4.500776033919581,2.3024060603093206,1.3106381856917073,0.30397209819266613,Iris-setosa
+83,5.123166153769488,2.5816197965590484,3.1447053240510523,1.3064729106861817,Iris-versicolor
+84,5.723750362146424,3.000170730171435,4.489099715112994,1.4827199203214345,Iris-versicolor
+85,4.609081121877201,3.5971268176193614,1.0000004565215153,0.2,Iris-setosa
+86,5.179321387547221,3.8642551250613733,1.8287911220102304,0.39673369717162504,Iris-setosa
+87,5.293257963939531,2.897723901876699,4.245748795939492,1.4491330267711175,Iris-versicolor
+88,5.094675364251572,3.7861626821565193,1.6471551952440637,0.5558736294164881,Iris-setosa
+89,5.523601695964679,2.393132016547056,3.842131199897265,1.0600208591801783,Iris-versicolor
+90,6.733370451318145,3.3182162495706766,5.732983012055726,2.5,Iris-virginica
+91,5.178535356484984,3.533378508146181,1.507757035248026,0.2,Iris-setosa
+92,5.523458692416527,3.001599336417987,4.519813604834644,1.4925571908021336,Iris-versicolor
+93,5.553256172671287,2.608206507494807,4.2900931689880375,1.2257502331149923,Iris-versicolor
+94,6.320814892896587,3.4243278562654718,5.590938737492808,2.4022428636778215,Iris-virginica
+95,6.619719635620866,3.1397043289543634,4.40335471914483,1.424709377573905,Iris-versicolor
+96,5.757899829871204,2.707767977208074,5.105703015068875,1.8982011439634103,Iris-virginica
+97,4.497191750097538,2.2997739926893757,1.2995452171227797,0.3066859783079022,Iris-setosa
+98,5.486868276679816,2.400634363626762,3.670714229732643,1.0556239509691228,Iris-versicolor
+99,4.888332200243064,3.094379715915731,1.5083193308321468,0.10000010372833394,Iris-setosa
+100,5.008271979783257,3.5189665679383726,1.304728926443589,0.2930800226901986,Iris-setosa
+101,5.521459226629511,2.9808857730747103,4.552707560266651,1.5073183477704677,Iris-versicolor
+102,5.170286169953562,3.8508956858874765,1.5826468382391703,0.2,Iris-setosa
+103,6.091146622230858,2.6105226654282543,5.581743972354613,1.3962180437679241,Iris-virginica
+104,5.798598595517527,4.4,1.5051234043028223,0.5248373057931993,Iris-setosa
+105,5.998313698182145,3.4030274411764116,4.453405868739928,1.6039351215671764,Iris-versicolor
+106,5.095094607542219,3.7205661547409976,1.5119922900843792,0.3992559442005761,Iris-setosa
+107,7.3122141076623555,2.918426302359482,6.307136553736791,1.781119509654829,Iris-virginica
+108,6.296488592163325,2.890685928354061,5.613012990202234,1.7904932992241103,Iris-virginica
+109,5.477084055099263,2.4049936291152703,3.5563294900224225,0.9736422019448365,Iris-versicolor
+110,4.626180765583197,3.607228030480807,1.0,0.2,Iris-setosa
+111,5.130468494907097,3.433081065510979,1.4950837364490177,0.2,Iris-setosa
+112,6.3542219515753136,2.859973287250626,5.547467840273789,1.8305728529004723,Iris-virginica
+113,4.902393242680755,2.9956664098347736,1.3856160474919186,0.2,Iris-setosa
+114,5.25726911277878,3.6937354476449062,1.5111083017357085,0.2,Iris-setosa
+115,6.338986255941111,2.900821032438688,5.592188241229656,1.7990000578165395,Iris-virginica
+116,5.595177043703119,2.99723909645969,4.495795863396687,1.5008577745922242,Iris-versicolor
+117,6.382824362883649,2.6932519329904445,5.2918027743304235,1.894071663435074,Iris-virginica
+118,4.6029818159977705,3.399886908856503,1.4015528867625506,0.29439172872400204,Iris-setosa
+119,4.887681401425515,3.005361330204715,1.3939058073088588,0.2,Iris-setosa

iris/tab_ddpm/5_1/19/test.csv

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

iris/tab_ddpm/5_1/19/train.csv

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

iris/tab_ddpm/5_1/19/val.csv

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

iris/tab_ddpm/5_1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.987523989349138,2.2000004060224803,4.973293893031398,1.5142666704211634,Iris-virginica
+1,4.596036659966005,3.630362845160415,1.0000003911680657,0.2,Iris-setosa
+2,6.3410932429053375,2.799253487302622,5.113534508171993,1.5002971849535205,Iris-virginica
+3,6.750563667350107,2.9948583581301005,4.993566036514575,1.6719495942670741,Iris-versicolor
+4,6.302042677997605,3.3946065181672176,5.691948851175175,2.3874325485744343,Iris-virginica
+5,6.433146641072527,3.2085047160497404,4.501886534698687,1.5001590994436553,Iris-versicolor
+6,4.9740840888151805,3.22807088737582,1.3299889591296314,0.2,Iris-setosa
+7,5.104822941657874,3.392942625209107,1.492652575853103,0.2,Iris-setosa
+8,6.7131069549450615,3.2843460553981125,5.6630229622609285,2.4999993970883394,Iris-virginica
+9,5.526157260957511,3.012056196425466,4.52275453198291,1.519717132591568,Iris-versicolor
+10,5.764852344388521,4.399998603226644,1.5203076688766382,0.48107988020368025,Iris-setosa
+11,6.325852859167682,2.808832608681852,5.13358585851619,1.4869702675281122,Iris-virginica
+12,5.907928263759887,3.00623335951877,4.176968120773948,1.504475128986644,Iris-versicolor
+13,6.306759941567026,2.802028421064805,5.083179349013465,1.5053816937672193,Iris-virginica
+14,5.779533316683877,2.683553664762967,5.091841826762666,1.9156440034762559,Iris-virginica
+15,5.715920211463697,4.4,1.4965648783549865,0.44055224319558794,Iris-setosa
+16,6.223939238847656,2.7194617780991672,5.285727541894541,1.4751883759492657,Iris-virginica
+17,5.529326400554137,4.184791899925957,1.4007484170035813,0.2,Iris-setosa
+18,7.7,2.8077308812695025,6.7,2.0089018761279047,Iris-virginica
+19,5.091811460790206,3.7124674471402592,1.5012795928016813,0.4241654397168257,Iris-setosa
+20,7.130020867335811,3.0519865159770276,5.9525029882679235,2.1579430165105093,Iris-virginica
+21,6.134530709854407,2.8090357857942125,5.10749732051777,1.6543951641596373,Iris-virginica
+22,7.699998948592762,2.776927346912019,6.699998676139894,2.0336736328606344,Iris-virginica
+23,5.79178433044175,2.7883335324796863,5.0988751236483525,2.409842510617759,Iris-virginica
+24,5.518972476110538,2.6381863764669116,4.26616050752935,1.2675957937874431,Iris-versicolor
+25,5.100595853392197,3.8353080496640652,2.073153279037573,0.3849336185387118,Iris-setosa
+26,7.321619345754092,2.8972282500172364,6.279639234359383,1.8205905456744407,Iris-virginica
+27,5.025563206181699,3.3419728602667726,1.4363860036137575,0.2,Iris-setosa
+28,5.093329578686054,3.7783457905012146,1.8160221041395863,0.3979316044264187,Iris-setosa
+29,5.464163135299657,3.0028995707967225,4.499831406963629,1.4965536302890092,Iris-versicolor
+30,4.400000500625967,3.1983433356291338,1.301072010542686,0.2,Iris-setosa
+31,4.584994575518507,3.2117594582391704,1.3856732000557734,0.2,Iris-setosa
+32,5.5201949081915656,2.3936997354178264,3.8217164498540974,1.019132607693078,Iris-versicolor
+33,4.59465650047712,3.6109221177424673,1.0000004392336024,0.2,Iris-setosa
+34,7.7,2.7742782351919493,6.7,1.9970837587678918,Iris-virginica
+35,4.400000983009412,3.2288510159843837,1.3079812515049365,0.2,Iris-setosa
+36,4.601268672680602,3.199611869433902,1.4007518312366722,0.2,Iris-setosa
+37,6.009670149173214,2.9992494266733796,4.800416884739497,1.8115244971607223,Iris-virginica
+38,6.697133996868934,3.1187531098499184,4.414793406168569,1.3941834038912766,Iris-versicolor
+39,5.2674021488138,3.8676384315757923,1.6730025206594639,0.3833552448671561,Iris-setosa
+40,5.433894023176171,3.0040890684205124,4.511453964146063,1.5054333234199537,Iris-versicolor
+41,5.402413349516792,3.9383530818704755,1.3120282440659246,0.386087652323474,Iris-setosa
+42,7.7,2.7732901582890594,6.7,1.9993242703455847,Iris-virginica
+43,6.424719344505844,3.1941653228771125,4.489847315474563,1.484963513798256,Iris-versicolor
+44,5.5788572948208,2.984615477092856,4.068439301651716,1.2992925994751554,Iris-versicolor
+45,4.968081668501565,2.440521250651899,3.3130316810539204,1.102263670668514,Iris-versicolor
+46,5.994143070695427,2.6756420010328217,5.13555782611581,1.5994570032415518,Iris-versicolor
+47,6.007355345705903,3.3840374940141986,4.553715856136226,1.6714840946546825,Iris-versicolor
+48,6.859819493986881,3.2094082869673595,5.739887092313957,2.2876650467125477,Iris-virginica
+49,5.054120334423011,3.43930906788265,1.3969014544445595,0.2477806413202195,Iris-setosa
+50,5.8487577062553955,2.9773552642209165,4.129991108379094,1.4862094291616508,Iris-versicolor
+51,5.392152771172486,3.895391402721833,1.285817673469545,0.3802103676305105,Iris-setosa
+52,4.822291577078451,3.4301710975639175,1.592994184603271,0.2,Iris-setosa
+53,5.717438707228527,2.951981960455592,4.410662692834414,1.4560883926296795,Iris-versicolor
+54,5.115199557278717,3.309916742006352,1.698337770906453,0.43164126873688163,Iris-setosa
+55,6.801563115726133,2.998914088122567,5.520991066811354,2.0996328397318877,Iris-virginica
+56,5.432416148580659,3.397406792604226,1.6967569632575012,0.2,Iris-setosa
+57,5.4952890062485205,2.6050510398588935,4.432144969555709,1.2556647216514334,Iris-versicolor
+58,5.1672418750645175,2.662159650333936,3.566798177637259,1.3772326393229266,Iris-versicolor
+59,6.342297624662035,3.4134542656190328,5.625127920902435,2.4010198932595683,Iris-virginica
+60,6.8535411199099725,3.1965862083798493,5.691111602372375,2.2835232695198515,Iris-virginica
+61,5.887021569790462,3.0185659335635786,4.331613259829646,1.512331711049427,Iris-versicolor
+62,6.108643711648911,3.2614910334974008,4.616444703979843,1.6263166755775962,Iris-versicolor
+63,6.011864226365199,2.716967531338514,5.098191206014282,1.6114607690092344,Iris-versicolor
+64,5.201026680065701,3.4972551707605684,1.511841898809553,0.2,Iris-setosa
+65,4.4,2.916521934789102,1.4007843920321486,0.2,Iris-setosa
+66,5.064653386009731,3.7300402283422875,1.673935829325933,0.3761181023386907,Iris-setosa
+67,5.400265972441357,3.002531573621938,4.493839250835596,1.508031103790028,Iris-versicolor
+68,5.9106795857985635,3.2012204910213136,4.82995758343354,1.777321514090272,Iris-versicolor
+69,6.891731272040932,3.2065244790306378,5.657247405335087,2.311316610564417,Iris-virginica
+70,5.056227973161247,3.3001249374218395,1.3216098083428525,0.2,Iris-setosa
+71,5.9930253585393585,3.3926356810490086,4.478032247933979,1.6024113669585018,Iris-versicolor
+72,5.7177341618900375,2.5035012526591895,5.001514168628579,1.9985639568827984,Iris-virginica
+73,5.011757408784335,3.22330165890271,1.2194473493390192,0.2,Iris-setosa
+74,6.751336175841742,3.3044318355848206,5.630110528896773,2.5,Iris-virginica
+75,5.768489470453727,2.683070446854938,5.106769553945093,1.8981660791437844,Iris-virginica
+76,5.161726227813779,2.634530059708161,3.6014617551901895,1.3561457617560777,Iris-versicolor
+77,5.615829079735922,3.000371352895794,4.077009575749575,1.3039680335387054,Iris-versicolor
+78,4.502317467221032,2.3036208794958797,1.2835654049677532,0.2767141158788687,Iris-setosa
+79,5.787376171630666,2.6988826582413723,5.092486804205702,1.894125289948681,Iris-virginica
+80,4.4,3.2134020221816515,1.2911194451348549,0.2,Iris-setosa
+81,5.357939258707882,3.8847288740764014,1.7095748225269034,0.4036571271625758,Iris-setosa
+82,4.5985754805268515,3.601822946565561,1.0,0.2,Iris-setosa
+83,5.508553318555458,2.3948853776348216,3.7403332593911838,1.1139281163551953,Iris-versicolor
+84,4.987416362542137,3.4857885001008926,1.2663895655540296,0.30029081921306355,Iris-setosa
+85,5.8772708665530216,2.9700213739222314,5.108786616315658,1.8142114139418457,Iris-virginica
+86,5.490726811722515,2.993788930077692,4.246001646737838,1.3687482152534185,Iris-versicolor
+87,5.227839868284362,2.720597653631074,4.05797586191932,1.4124752426420393,Iris-versicolor
+88,6.341732356424087,2.4686949784847614,4.787130529168684,1.4631041924304111,Iris-versicolor
+89,6.391456554842793,3.0903876691741052,5.461974223800613,1.7991846085805214,Iris-virginica
+90,5.545215493019486,2.735724753967012,4.161587708273334,1.2981960153391279,Iris-versicolor
+91,4.905781960592255,2.395038346460137,3.52197518655226,0.9980066573386257,Iris-versicolor
+92,5.108371553692093,3.30106129319192,1.2899188782676612,0.2,Iris-setosa
+93,5.864602185721394,2.6789260534359003,5.0033546347991935,1.477981211487682,Iris-versicolor
+94,6.453298159354326,2.914750442303422,4.285293090370835,1.3108435299219185,Iris-versicolor
+95,6.015796762421839,2.7019003393479633,5.091232947353881,1.6028543389607692,Iris-versicolor
+96,6.639790125096356,3.0763192781566744,4.4041064741752365,1.4314958183749056,Iris-versicolor
+97,6.079069361718369,2.603161768243025,5.63408924835525,1.4003751182305668,Iris-virginica
+98,4.597051514476403,3.60317500225605,1.000000396995926,0.2,Iris-setosa
+99,5.148969954815528,2.484123302926164,3.167774921035689,1.1344883805320438,Iris-versicolor
+100,5.097712998183515,3.5064793819224853,1.3987068669880347,0.29997969362555055,Iris-setosa
+101,4.60706531991899,3.6069676245776936,1.000000592675684,0.2,Iris-setosa
+102,5.440957098378091,3.0069933640448103,4.503892127361383,1.5005441581362056,Iris-versicolor
+103,6.715661779605433,3.1126531657926555,4.404224520428544,1.3981719731307187,Iris-versicolor
+104,6.353980910108235,2.8943788115368516,4.282844146403951,1.2989805178492484,Iris-versicolor
+105,5.769452420977217,2.8170322999092527,5.100477419913596,2.3938510923634855,Iris-virginica
+106,4.4,2.9199594951552923,1.393180422939341,0.2,Iris-setosa
+107,5.0750017863954495,3.7872615594747248,1.6839098363156102,0.3884681731828892,Iris-setosa
+108,5.560413392640193,2.477682809793029,4.03293723513624,1.260364142885653,Iris-versicolor
+109,5.181893449441418,3.4709986221067344,1.501899481710058,0.2,Iris-setosa
+110,5.387832514811424,3.901850459053039,1.680791217474433,0.3977348664616639,Iris-setosa
+111,7.7,2.800859206377235,6.7,2.0103552472612383,Iris-virginica
+112,5.69929982268144,3.0060688246601392,4.462141333506777,1.4966214214396807,Iris-versicolor
+113,4.77147069001531,3.3883946626240737,1.5945530190595267,0.2,Iris-setosa
+114,4.9670785812856915,3.159306393851195,1.2423877746928154,0.2,Iris-setosa
+115,4.4,2.872702384180374,1.4001589733199047,0.2,Iris-setosa
+116,5.003669234958277,3.205496791216882,1.1915373938489013,0.2,Iris-setosa
+117,6.305424374518595,2.5284933876579863,4.9727922254032615,1.8801319783550583,Iris-virginica
+118,6.287543759110458,2.803814790922764,5.0905568542830215,1.494796145336152,Iris-virginica
+119,5.26055431702062,3.5662404186054055,1.4996622228792809,0.2,Iris-setosa

iris/tab_ddpm/5_1/2/test.csv

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