a

iris/tab_ddpm/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.716478422727229,2.6418054552737864,6.899998524814931,2.273402863041435,Iris-virginica
+1,6.269339173786657,2.703422502814796,4.8956883609381325,1.7681960063534967,Iris-virginica
+2,6.493149794253555,2.7956554601825294,4.568282666430132,1.4900765374550684,Iris-versicolor
+3,5.818860970838654,2.70335072118379,5.108709943439955,1.8994840750840172,Iris-virginica
+4,5.427728619242116,3.0,4.521797359675625,1.4953794288892297,Iris-versicolor
+5,6.087402350842554,2.587031475837024,5.472951548846428,1.399275015515404,Iris-virginica
+6,5.002405516869399,3.6102146330725953,1.3884667356873948,0.20109469763063664,Iris-setosa
+7,5.995673895431733,2.212954774433686,4.000687598230258,1.0146083836369457,Iris-versicolor
+8,6.617171648599095,2.80582165367273,4.6584218239908575,1.4953945603295222,Iris-versicolor
+9,5.0681280721056385,3.438996638122578,1.3982039163412605,0.1971315721402899,Iris-setosa
+10,5.347391535769914,3.0,4.501301692685487,1.5199947442762467,Iris-versicolor
+11,5.108429157658288,3.7833565784997956,1.5782752396497646,0.19821952393853665,Iris-setosa
+12,5.5411499426953945,2.4963458616217364,4.018006822634743,1.2776781090987281,Iris-versicolor
+13,5.196896634939602,2.6713728975454596,3.845033553996273,1.3731646055903286,Iris-versicolor
+14,5.542209155877699,2.3936024652268695,3.706611388098402,1.0043053933008863,Iris-versicolor
+15,6.5849709736699324,3.0,4.430173206719352,1.4103841221917037,Iris-versicolor
+16,5.49612477810577,2.508619456907746,4.016243738151582,1.30750530927875,Iris-versicolor
+17,5.515376071715468,4.2,1.4197718320342874,0.19928933913642705,Iris-setosa
+18,5.591706224441456,2.4763848921212555,3.8686873408354923,1.096112687311614,Iris-versicolor
+19,7.645183179647616,2.923357633265645,6.63930465507225,2.0390958677149738,Iris-virginica
+20,4.768626934984916,3.0,1.3863588420205917,0.26448514159856734,Iris-setosa
+21,5.809875991101572,2.698806971181477,5.099332316010815,1.8945488939144521,Iris-virginica
+22,4.522719892124698,3.217494228579219,1.3590664410947546,0.19789726188433485,Iris-setosa
+23,5.905704584552158,2.243505596918267,3.982940679963579,1.0257786470894872,Iris-versicolor
+24,4.917967767715675,3.0812217791519814,1.5070826312480297,0.1,Iris-setosa
+25,6.0010804986658,3.3990153545634367,4.511926858302052,1.5980121952797437,Iris-versicolor
+26,5.8769820170421,3.181445658600772,4.758378833088338,1.7476418296263017,Iris-versicolor
+27,6.482559013723762,3.1835720864076467,5.207910034035251,2.1516810020149375,Iris-virginica
+28,6.251090030114033,3.399304871350174,5.523000411067351,2.4025252258901584,Iris-virginica
+29,5.107279764962655,3.2973561069842385,1.6757948869380332,0.4810590219943065,Iris-setosa
+30,6.692496136594081,2.5166054753159686,5.800881295922881,1.8190652616134062,Iris-virginica
+31,6.0961555549724435,2.7930526720699196,4.6893182661394235,1.2112397380833348,Iris-versicolor
+32,4.78082683173995,3.0,1.3882470335507597,0.3740991982102456,Iris-setosa
+33,5.004481608031573,3.0,1.5960734694322247,0.19200856903405672,Iris-setosa
+34,5.019881218371946,2.0000004844393118,3.6186114657079913,0.871249440277608,Iris-versicolor
+35,7.615117405831437,3.0,6.494568362425973,2.093683711036588,Iris-virginica
+36,6.824785790240449,2.79870718127877,4.809890875948791,1.4026587978403695,Iris-versicolor
+37,5.030623340861395,2.0,3.655458767810065,1.0233534058508795,Iris-versicolor
+38,6.503304537416566,3.205915317039499,5.074756364353681,2.010971231898495,Iris-virginica
+39,5.018559201619113,2.0000011739786028,3.4880514798020936,1.0158204837929639,Iris-versicolor
+40,4.620314774234816,3.229129163103339,1.4085135750530506,0.20116857930548546,Iris-setosa
+41,5.051682518782904,3.334823138192807,1.617659461176641,0.4319904695046872,Iris-setosa
+42,6.910936962967601,3.0794094213310617,5.109669408391689,2.2875355819584033,Iris-virginica
+43,6.017734050129337,3.40245525577583,4.468639680870104,1.5893974071966102,Iris-versicolor
+44,6.346746470227345,3.2757337813945835,4.715637570352008,1.5914128168294268,Iris-versicolor
+45,5.724392846973941,2.8003567511834904,4.522777286341518,1.3020459965547249,Iris-versicolor
+46,6.208018577945662,2.7753836969956844,4.836080418570762,1.7956289541030879,Iris-virginica
+47,4.7746439102541185,3.0,1.3876296482410093,0.30570985727538513,Iris-setosa
+48,6.252548082974376,2.747599252269676,4.83806513329768,1.8099982899128986,Iris-virginica
+49,6.207838967338415,3.4018988601218205,5.38930585012039,2.291193118505532,Iris-virginica
+50,7.704927775854435,2.578968890831931,6.9,2.287563600096831,Iris-virginica
+51,4.989924998879491,3.397298284768817,1.618274857091967,0.38106359509501964,Iris-setosa
+52,5.001557060804395,3.3942255271783117,1.5995728531318316,0.33860426890576584,Iris-setosa
+53,6.292105522130189,3.395930566123303,5.576009982004036,2.393189384171753,Iris-virginica
+54,7.601826135313406,3.0,6.59688884963094,2.087941674749195,Iris-virginica
+55,5.452981689583288,3.0,4.512271239652089,1.4801831733409192,Iris-versicolor
+56,4.9553095384595744,2.0,3.4314590656872523,0.9414837442725296,Iris-versicolor
+57,6.897921671829758,3.203338664312698,5.774946226922712,2.290018055114684,Iris-virginica
+58,5.029892924362252,3.5664877000310673,1.4004979321848565,0.2011565094227166,Iris-setosa
+59,5.771161459061014,2.8791477669763905,4.530369067556219,1.3865794492852592,Iris-versicolor
+60,5.205153472654045,2.62713331377495,3.76434496281413,1.3690373450152926,Iris-versicolor
+61,4.800672583336548,3.400794528312003,1.7901020600055015,0.20008844702487993,Iris-setosa
+62,5.103939017642756,3.311488384354654,1.6597115867521828,0.4419427151004489,Iris-setosa
+63,6.30173670236997,3.400788335668888,5.566200348195226,2.3988482848432904,Iris-virginica
+64,5.9966335103442905,2.872374821418117,4.4772357282873125,1.4777785220861976,Iris-versicolor
+65,4.578369522968221,3.1468267838603325,1.4447433095956455,0.19856307936833473,Iris-setosa
+66,5.503928240917063,2.409923840258036,3.7041283545969703,0.981008074083418,Iris-versicolor
+67,6.224497391724709,3.4006209809686383,5.406426792891821,2.3177120947768266,Iris-virginica
+68,4.992870081666775,3.0,1.5942819714461758,0.20066435695760032,Iris-setosa
+69,6.296917660568386,2.484518817245485,4.996641537696884,1.8948293028999261,Iris-virginica
+70,6.309644785780022,3.3965050655437863,5.628880279100722,2.3994197000945174,Iris-virginica
+71,6.945113283523317,3.209364527365258,5.86799499003944,2.087986448303334,Iris-virginica
+72,5.870161831771649,3.2053476090531556,4.800808609470133,1.8248067795400131,Iris-versicolor
+73,6.350321498970576,3.2906989361348753,5.9741393558747715,2.499999763026546,Iris-virginica
+74,4.586131079943295,3.5753981086122235,1.0000004551365917,0.1977158370565919,Iris-setosa
+75,4.3,3.0,1.0898336311967194,0.1,Iris-setosa
+76,5.093087701791849,3.5344119437780566,1.3947674109853114,0.20039694729004598,Iris-setosa
+77,4.390228847934141,2.8923214985123806,1.3846718511262242,0.1970082655610077,Iris-setosa
+78,4.956463212127112,2.0,3.5303875451538698,0.8803136256337595,Iris-versicolor
+79,4.300000469757842,3.0,1.0967869929903435,0.10000009893849161,Iris-setosa
+80,4.396456980287258,2.884330672928939,1.4076149162530303,0.19991641749763722,Iris-setosa
+81,5.995310938738145,3.40411287483705,4.510762271552808,1.6102286799521157,Iris-versicolor
+82,4.976286606137736,2.0,3.5670670923598973,1.0129675645494922,Iris-versicolor
+83,5.1379095018393235,3.428360495302291,1.4082523063535777,0.20386598422291063,Iris-setosa
+84,5.938530461209687,3.202476534645437,4.785663758226197,1.771181215292795,Iris-versicolor
+85,5.568608459334122,3.0,4.504828126376983,1.4958127941804387,Iris-versicolor
+86,5.098487353808225,2.4801221656120767,2.939149248456199,1.10187660659856,Iris-versicolor
+87,6.64915349985181,2.905169827037555,4.818730290541402,1.5594983812157872,Iris-versicolor
+88,6.708010365626673,3.0955597761170814,4.719981756193092,1.5015293005889592,Iris-versicolor
+89,5.035052558409455,3.082759459485776,1.6957888538590469,0.20749605535257423,Iris-setosa
+90,6.270598555837738,3.3030630763664672,4.680140679439468,1.5903753022623754,Iris-versicolor
+91,6.19447425706398,3.395747015125572,5.418044224755915,2.3029216981984852,Iris-virginica
+92,7.691662252815082,3.0,6.112166594666803,2.29477609449268,Iris-virginica
+93,5.09276884644159,3.3032563512556776,1.697800738353974,0.539228588517208,Iris-setosa
+94,6.495631255913736,3.0,5.809562354664311,2.1829467943680414,Iris-virginica
+95,4.61097216409838,3.151207700710842,1.4539760563790265,0.20022476340162618,Iris-setosa
+96,4.822205255313316,3.0,1.4296110318897013,0.10000009618847656,Iris-setosa
+97,4.3000004986815625,3.0,1.0983120682584986,0.1,Iris-setosa
+98,6.90423337507433,3.0903431240245265,5.099639799080779,2.3001902163565324,Iris-virginica
+99,6.062978450037217,2.89478036323718,4.638725638512111,1.4310837380042727,Iris-versicolor
+100,5.63460416033235,3.7568792889245537,1.5873132783232942,0.3582214671708243,Iris-setosa
+101,5.805296968966401,2.6907089497408516,5.118832503424479,1.8785927446869548,Iris-virginica
+102,6.406273719300794,3.1961781981366375,5.301775517119327,2.3067478056462,Iris-virginica
+103,5.085695824015022,2.508011101261929,3.00537395545423,1.1280723073003527,Iris-versicolor
+104,6.586728781526869,3.0,4.388576215292369,1.4058176391206785,Iris-versicolor
+105,6.709727521131466,2.478215436347234,5.802123064082542,1.8051545155530189,Iris-virginica
+106,5.904185341870708,3.203476503838198,4.785164611079164,1.7795530816095502,Iris-versicolor
+107,7.700514420636675,3.0,6.086841277078888,2.2895242608966497,Iris-virginica
+108,6.25421548018239,3.280022413105097,6.008269927954382,2.4999997041718593,Iris-virginica
+109,4.617286550454398,3.090357056528486,1.515724105869569,0.20093185968160865,Iris-setosa
+110,6.256274568090646,2.7043176972211787,4.883082764025814,1.7928487935512585,Iris-virginica
+111,6.109232628879224,2.8113951702068753,4.726382808271252,1.2115919049742423,Iris-versicolor
+112,6.63213552758265,3.140806578782948,4.732808917788042,1.527820374668126,Iris-versicolor
+113,4.909375543105195,3.1189520329113245,1.5183819277157122,0.1,Iris-setosa
+114,6.6944201062895,3.093009155244092,4.69580253883436,1.4924867692768886,Iris-versicolor
+115,4.808095077392239,3.395550019950676,1.8796927077583017,0.19930461793491094,Iris-setosa
+116,5.252533187345728,2.75901550981383,4.014778721619001,1.4154283333654505,Iris-versicolor
+117,6.689414592766133,2.8518732321682947,4.755552750402496,1.5167757963736592,Iris-versicolor
+118,6.486970252486822,3.0,5.828870999569069,2.177632461455343,Iris-virginica
+119,5.0141590541025,3.627457426702613,1.3745866916865546,0.20384066476548407,Iris-setosa

iris/tab_ddpm/0/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.3,3.0,1.0990243900711387,0.1,Iris-setosa
+1,4.300000817232972,3.0,1.106800949893505,0.10000011790505879,Iris-setosa
+2,4.837671658889382,3.009148006082577,1.4512533732440864,0.1000001062061005,Iris-setosa
+3,5.49535595551139,4.199999046314722,1.3939012995055622,0.1994330187242474,Iris-setosa
+4,5.709220820519948,2.859021606000839,4.208011878941029,1.2714352866990795,Iris-versicolor
+5,4.802250219285802,3.0,1.386919361211505,0.3158339562619629,Iris-setosa
+6,5.72685257662262,2.7955253655743997,4.505314816145851,1.3194611803197256,Iris-versicolor
+7,5.813002631921769,2.7031364782526217,5.115250073636068,1.9027037918462617,Iris-virginica
+8,6.086251874857866,3.380483867311505,4.552234608458198,1.5950255018797674,Iris-versicolor
+9,5.058656391602582,2.508618758819534,2.8588901038936774,1.066071079264786,Iris-versicolor
+10,6.651975843865598,3.0798648159741386,4.68179799151386,1.4697079090862855,Iris-versicolor
+11,5.586234330744363,2.899392207884443,3.483903537710235,1.2813121624149053,Iris-versicolor
+12,7.224311595184841,3.19099586638838,6.005153788307738,1.7995820456668334,Iris-virginica
+13,6.685176960708166,3.0,4.998889874128016,1.7144944459454883,Iris-versicolor
+14,4.3977783851642664,2.898704172825477,1.3856820296821963,0.19844305430865233,Iris-setosa
+15,5.123765562401545,3.292071923181324,1.727976196524987,0.39436483930252547,Iris-setosa
+16,5.016569935077634,2.000000514005505,3.3671025020340517,1.0054762686123067,Iris-versicolor
+17,4.89139643293513,3.021707882309732,1.4637033321501305,0.100000104657988,Iris-setosa
+18,6.060482434304021,2.8933753573431273,4.672399020732908,1.4115637261448384,Iris-versicolor
+19,6.482353688851778,3.205099612944512,5.163068116350505,2.028719583982289,Iris-virginica
+20,7.685965870022141,3.0,6.158822509376483,2.270943507969784,Iris-virginica
+21,6.333737481432123,3.288504772556533,5.9693159068187995,2.5,Iris-virginica
+22,7.711652503595988,2.591807220345405,6.89999884535005,2.311211375659494,Iris-virginica
+23,7.217847715175285,3.1925617925727976,6.018732898307907,1.8127142681879662,Iris-virginica
+24,6.562494264668566,3.0,5.795978410703977,2.229157476917965,Iris-virginica
+25,4.60838491769075,3.1119803683336458,1.5072207584134223,0.19941844486682336,Iris-setosa
+26,5.088556890004557,3.507823584841625,1.4025042214906347,0.2041841886565525,Iris-setosa
+27,6.895739440412762,3.1952239726004272,5.798394077273936,2.302390289112288,Iris-virginica
+28,7.899998900624486,3.8159870594290823,6.4293414982216355,1.9877209698259521,Iris-virginica
+29,5.879564996858251,3.2009715123279476,4.821592827433464,1.835680983108297,Iris-versicolor
+30,6.099357656329546,2.8168566868747633,4.6958289595706715,1.2057161008229398,Iris-versicolor
+31,5.812517527778302,2.7482037892456987,4.2659146667042185,1.0788778704591189,Iris-versicolor
+32,6.730023035335682,2.507182151918072,5.802633600242992,1.7994898513142807,Iris-virginica
+33,7.700344040863642,2.8236115451447565,6.701114357650411,1.9869100886231092,Iris-virginica
+34,6.222446097886439,3.4014071778133848,5.449354595243914,2.306034436803753,Iris-virginica
+35,5.405063327176071,3.89558447128212,1.3021404259839473,0.3731420549306796,Iris-setosa
+36,6.279429487784976,2.6369167569789074,4.8925201447759035,1.7960381885957952,Iris-virginica
+37,6.699537180502623,3.0,4.954238664409032,1.6850156570637251,Iris-versicolor
+38,6.066256821717254,3.3655756600776994,4.566203032335856,1.5999373610812986,Iris-versicolor
+39,4.575926965226104,3.6140021724585547,1.0,0.19755542057661177,Iris-setosa
+40,5.1780301167743845,3.4088978403931245,1.3789452458417686,0.19585135928728878,Iris-setosa
+41,4.7807960884631795,3.0,1.4031039011867803,0.1000001126946887,Iris-setosa
+42,6.0747392113358245,2.9013710899326988,4.669915168057436,1.4108195243923582,Iris-versicolor
+43,6.69715107052601,2.786535555282767,4.731320363046195,1.4422584272436803,Iris-versicolor
+44,5.705401334696067,2.898373864257714,4.105490128050514,1.2512012805037254,Iris-versicolor
+45,5.687697824526668,3.7900286799458143,1.7900026659823705,0.30622377170145915,Iris-setosa
+46,6.2653082592742635,3.396319173625678,5.466865019969198,2.340260253149912,Iris-virginica
+47,6.21596662329829,2.185690233900709,4.4849171536843535,1.5012110457020817,Iris-versicolor
+48,4.985717276934418,2.0000006152069565,3.4821073926119226,0.9451119495443249,Iris-versicolor
+49,4.790756707087571,3.3970584643947497,1.5931201214768203,0.19993773610949986,Iris-setosa
+50,5.893686479182619,3.1955655196185346,4.811295185057229,1.8106465081354555,Iris-versicolor
+51,4.990208052114912,3.0,1.592896985912153,0.19809855482710131,Iris-setosa
+52,5.721599338373412,2.871067652838305,4.233510886523564,1.3000938798035484,Iris-versicolor
+53,6.104852192846126,2.6002233138667665,5.58968339829851,1.4212743013932627,Iris-virginica
+54,5.770247260428906,2.7876885884374483,5.093923913685111,2.40864748346299,Iris-virginica
+55,4.801508522296218,3.3979009252656667,1.6699590130036082,0.19952543055267513,Iris-setosa
+56,6.796623143748394,3.2020944688036304,5.837693690781854,2.2985903244266956,Iris-virginica
+57,5.685839973361103,3.0,4.1915661064529015,1.2360185715495262,Iris-versicolor
+58,5.812808676567269,2.7114145229198168,5.09021962478229,1.9331389134392423,Iris-virginica
+59,4.997560629303451,3.0,1.6033659079322262,0.20016066935420943,Iris-setosa
+60,4.986157098523086,2.0000006991124586,3.393407357251597,0.9406383003923847,Iris-versicolor
+61,6.807807891228861,3.089999798742969,5.0960137525098395,2.300431859555993,Iris-virginica
+62,4.8022664454808295,3.3988783243529914,1.889882111050567,0.20006186353522748,Iris-setosa
+63,4.719909858804209,3.3261235526117288,1.5921637416435344,0.20204147812828224,Iris-setosa
+64,4.3,3.0,1.1030733492638574,0.1,Iris-setosa
+65,5.479520190490664,3.0,4.525421831460863,1.5009643148921854,Iris-versicolor
+66,5.351225810058982,2.450328536095506,3.612815277688917,1.0649293737003203,Iris-versicolor
+67,5.080916231609673,2.4795372455429296,2.9617893350039113,1.091940090346848,Iris-versicolor
+68,5.2423824925277005,2.510702967949629,3.497424909973885,1.1181635122435976,Iris-versicolor
+69,4.586684581739787,3.1238471535977834,1.4614336572025581,0.1992944196991535,Iris-setosa
+70,5.002972162458915,3.0,1.7563755536971901,0.20027527365584416,Iris-setosa
+71,5.604637192821004,2.5034399408262,3.92203090184435,1.116890668327045,Iris-versicolor
+72,4.822343845328557,3.0,1.4036420099206788,0.28293609651767954,Iris-setosa
+73,5.478606974139247,3.0,4.508717661211871,1.503456012669887,Iris-versicolor
+74,5.526749304680304,2.4199834495234813,3.7329743296127487,1.0001239275576443,Iris-versicolor
+75,5.60341116985304,2.9080978630585235,3.643983302176157,1.3041845781544128,Iris-versicolor
+76,5.218901023840955,2.7061769580445563,3.9052140778516513,1.409032690932409,Iris-versicolor
+77,4.546998868220127,3.097254933836229,1.4808844041910794,0.19857566640644592,Iris-setosa
+78,4.986079214607206,2.00000050129143,3.3964317282479497,0.9302920673097573,Iris-versicolor
+79,6.503709439689389,3.197644406368924,5.141661383963839,2.0354697657824357,Iris-virginica
+80,4.300000576508289,3.0,1.1110902221716632,0.10000015219944625,Iris-setosa
+81,5.111141674959376,3.4088871560695817,1.3958117582193803,0.20038835828702695,Iris-setosa
+82,6.097107853005195,2.6040527835684055,5.560105997622301,1.3985196372170414,Iris-virginica
+83,6.004833112313355,3.394970641252106,4.491422245159828,1.5818147515655923,Iris-versicolor
+84,6.908509173513171,3.0965025399165684,5.101316810230622,2.3030822456171673,Iris-virginica
+85,7.691257496134578,3.0,6.076177848235742,2.282031021449452,Iris-virginica
+86,6.918762824333372,3.2010076206511506,5.716044167710347,2.296786000565649,Iris-virginica
+87,7.70150247957873,2.7954580309250163,6.713934449367813,2.0049604172315223,Iris-virginica
+88,7.709874537855873,2.6085623968563905,6.9,2.2930688503469554,Iris-virginica
+89,4.3,3.0,1.0933301339511559,0.1,Iris-setosa
+90,5.999218710825524,2.1936022780022197,5.0072435996727265,1.5040178056634064,Iris-virginica
+91,6.263048821787036,3.3174039647310014,4.678105205524655,1.6011351673007532,Iris-versicolor
+92,6.478225734421962,2.804658801102675,4.598216426802346,1.5011073234695855,Iris-versicolor
+93,6.107859006853539,2.8168674930205095,4.686134503695612,1.239222165267101,Iris-versicolor
+94,6.678647800152321,2.503842303674587,5.773160038415603,1.8011048479764877,Iris-virginica
+95,5.449069970885295,3.0,4.490564053214867,1.4958612592494913,Iris-versicolor
+96,5.17448905284575,3.4069558161568585,1.3902516338161064,0.19759664651289538,Iris-setosa
+97,6.406223873409541,3.202440384490246,5.315672667410721,2.3098670380902946,Iris-virginica
+98,6.491032485605727,3.204359099627586,5.104427254333329,2.0015495258291174,Iris-virginica
+99,7.690501746081823,2.79101659785894,6.695222654860428,2.0002004273230107,Iris-virginica
+100,7.732434006945607,2.6089047047506213,6.9,2.2881448655180083,Iris-virginica
+101,5.992355777246584,3.4014420246079653,4.521874976011568,1.5924587255268674,Iris-versicolor
+102,5.580125526728643,3.0,4.5083683761019016,1.4932879146926403,Iris-versicolor
+103,6.189399847099695,2.8184577972145024,4.787381008664513,1.7957458898774858,Iris-virginica
+104,6.928563158615319,3.09726912946874,5.095769540922342,2.3016480405495243,Iris-virginica
+105,6.002177659291467,3.400857075327178,4.486992950239838,1.5871500761513597,Iris-versicolor
+106,5.690206779306871,2.9124763241082996,4.162084592454384,1.2774101207610826,Iris-versicolor
+107,5.680110883741652,3.0,4.101770042865272,1.2453896589888591,Iris-versicolor
+108,7.240834371186008,3.197361609903557,6.00991994634021,1.8147236447500106,Iris-virginica
+109,5.788662536671633,2.721687123788068,4.154404256489243,1.0099922360788607,Iris-versicolor
+110,5.968334449406696,2.194005215112061,4.996680642906114,1.5012749321905545,Iris-virginica
+111,6.301752132123742,3.4005865018612247,5.587222935599113,2.398814353941961,Iris-virginica
+112,6.28920977162151,2.4946686939024976,4.999390420652889,1.8776571893975995,Iris-virginica
+113,4.3,3.0,1.085008558356771,0.1,Iris-setosa
+114,4.405661073757074,3.1367816287709167,1.296654633643334,0.19932288503325069,Iris-setosa
+115,4.887074258194109,3.098132957568189,1.5086076986701702,0.1,Iris-setosa
+116,6.89008241396311,3.0930876040115542,5.115943493471503,2.2901563212148988,Iris-virginica
+117,6.803790741724992,2.7936621946499107,4.793343055168492,1.3777256980592862,Iris-versicolor
+118,5.696307424994878,3.7872165913581117,1.5905555088542451,0.3514289256824564,Iris-setosa
+119,5.001333645218288,2.0000004969843026,3.4097530388161204,0.8711366182672766,Iris-versicolor

iris/tab_ddpm/0/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5187608200571905,2.486331477562131,3.984443925167257,1.2902619797340749,Iris-versicolor
+1,6.095558540286806,2.89130683100453,4.733962449973368,1.3835257780854444,Iris-versicolor
+2,6.260763186126906,2.7120629061251633,4.882904244057117,1.8120261805727973,Iris-virginica
+3,6.008083549383363,3.401420366686121,4.4859683570809565,1.5986421124102805,Iris-versicolor
+4,6.316084160478664,3.400134590259849,5.60969651505465,2.4005875423352103,Iris-virginica
+5,5.013132033931508,2.0,3.4101228862525828,0.9511553763874263,Iris-versicolor
+6,5.314058179570464,2.45368628517848,3.4185473597173344,0.940870492674679,Iris-versicolor
+7,5.799435969328945,2.7149993907749224,4.099106556562811,1.0075435223561047,Iris-versicolor
+8,6.63158014028635,2.8297637905157558,4.647588786159465,1.476916829455401,Iris-versicolor
+9,7.544528417295577,3.0,6.573495124587547,2.098016090363845,Iris-virginica
+10,5.015179870655029,2.0,3.6205097743395194,0.9600629277341335,Iris-versicolor
+11,5.912221907433218,3.2038469620485475,4.78540837647183,1.831489904561983,Iris-versicolor
+12,4.764062845695034,3.36376340243783,1.587371592535976,0.20175445526109745,Iris-setosa
+13,6.726618270753573,2.5140313948112216,5.879656112802525,1.8130174253217513,Iris-virginica
+14,4.992986532896179,3.6137207504941338,1.3798442605754284,0.20128831657025914,Iris-setosa
+15,5.507316082385354,2.4760388721308435,4.010041070009662,1.2984011054714528,Iris-versicolor
+16,4.799449533072821,3.395281361927457,1.815139954025742,0.20080130066792365,Iris-setosa
+17,7.690441639277997,3.0,6.1468776198113595,2.2910154741645385,Iris-virginica
+18,5.600219599537604,3.0,4.485535310734592,1.4916777264434913,Iris-versicolor
+19,5.98661701375188,3.4054442533226945,4.497042644209336,1.5910829019249342,Iris-versicolor
+20,4.945500083167674,3.392766890578475,1.5888747430358254,0.2645904667908477,Iris-setosa
+21,4.613858864776466,3.6096775109297727,1.0000004690684376,0.19836231416373173,Iris-setosa
+22,6.092810233052924,2.89417804344062,4.667899234550225,1.4302475072581915,Iris-versicolor
+23,5.886106178277583,3.199833429075144,4.808043057305225,1.79375180550074,Iris-versicolor
+24,6.4192517102263595,3.216005674284201,5.293872922768205,2.2666709912286485,Iris-virginica
+25,6.39781754960381,3.195254412154712,5.292640178285856,2.302206551996285,Iris-virginica
+26,4.8056146090082,3.0,1.3991571858787815,0.10000010015435061,Iris-setosa
+27,7.9,3.774849005689216,6.363316911214617,1.935419293970316,Iris-virginica
+28,5.364223978285661,3.4035005797002644,1.4964894955031238,0.469628847484575,Iris-setosa
+29,6.659270863623069,2.4981046059954393,5.718792229634053,1.7879771894727325,Iris-virginica
+30,4.3966708612249485,3.045315751213455,1.3238315193803836,0.19942222516695107,Iris-setosa
+31,6.705866728196692,3.0,4.989694620793155,1.6970570279692827,Iris-versicolor
+32,6.288752099230223,2.7185660207926343,4.8826331956655995,1.7741510045818352,Iris-virginica
+33,7.7028190665822365,3.0,6.093673277530768,2.296493567600277,Iris-virginica
+34,5.027032340072938,3.602389672518088,1.403962515898371,0.20274348106281312,Iris-setosa
+35,6.295814899723076,3.4017105948284856,5.59571959695064,2.397785994175362,Iris-virginica
+36,5.9787108094586285,3.4033786195040574,4.509228742280787,1.6129182010885799,Iris-versicolor
+37,5.23186481343321,3.368938604625441,1.5542452234591593,0.42595469246054785,Iris-setosa
+38,5.205055024762274,3.3974505588562787,1.400851206567702,0.2023048459586951,Iris-setosa
+39,5.550213142882394,2.497447106313542,3.9141470691883455,1.1441029129699964,Iris-versicolor
+40,6.063535463466518,2.80773480927349,4.67848204804889,1.2130049909858316,Iris-versicolor
+41,6.792638498490985,3.1955528004709914,5.748765108718943,2.295720234539021,Iris-virginica
+42,6.713308264529296,3.0,4.993212051776832,1.7072507677327255,Iris-versicolor
+43,5.7826168600843175,2.7945703110755034,5.087312879068585,2.4062114739652696,Iris-virginica
+44,5.399233284871796,3.899908463528133,1.3320656695042603,0.35770843923877754,Iris-setosa
+45,4.999505027505264,2.0000006314368295,3.33923205870426,0.9862950672152723,Iris-versicolor
+46,5.014495516719393,3.398379415517643,1.6099641057780254,0.44792585082145486,Iris-setosa
+47,5.047065509829819,3.6178324280535996,1.4069449248193255,0.20357844426788604,Iris-setosa
+48,5.798244647963987,2.688087447451799,4.100820248998179,0.9573037050552771,Iris-versicolor
+49,6.194818711136442,2.80478322412532,4.7858877187883895,1.7960937112818136,Iris-virginica
+50,6.016905630819145,2.196032264049313,5.019079795488131,1.4924119168957357,Iris-virginica
+51,6.233723008402414,2.174174780840202,4.458071910418978,1.5051450130768038,Iris-versicolor
+52,5.541889606097804,3.0,4.436248920732018,1.4619219449858916,Iris-versicolor
+53,6.031917021312159,2.189448019218156,4.03188394694471,1.031684231418454,Iris-versicolor
+54,6.02946507299576,2.8160293398248983,4.671395747855809,1.2597913910765617,Iris-versicolor
+55,6.008984336292444,2.2079853540600003,5.006858708264675,1.5126375845887328,Iris-virginica
+56,5.877170131658606,3.1933513945867236,4.79161593186342,1.7879319526766786,Iris-versicolor
+57,5.903211354687202,3.2022743255170814,4.792484445896788,1.787055604672916,Iris-versicolor
+58,5.795700334908772,2.7016771551850587,5.113332768435312,1.9040635580898058,Iris-virginica
+59,6.804782806136409,3.1970081089517572,5.633985723803657,2.29257231984184,Iris-virginica
+60,6.185340583762064,2.19965189569398,4.472860378182861,1.4979145192886376,Iris-versicolor
+61,6.0162723857684295,2.19879357560047,5.012797319049219,1.4988473677046,Iris-virginica
+62,6.375035787006437,3.20977140515681,5.308607823780591,2.297096072581996,Iris-virginica
+63,6.188831132091323,2.806863641584032,4.775339571435649,1.7997964865647842,Iris-virginica
+64,5.488166443681907,3.0,4.509184555576279,1.4959885182628576,Iris-versicolor
+65,5.1275698483905785,2.591614775336014,3.5999069992380166,1.3067543154740164,Iris-versicolor
+66,4.300000892131345,3.0,1.1079397991875757,0.1,Iris-setosa
+67,6.198461469951017,2.2051158067646845,4.520095045827081,1.5034042275667272,Iris-versicolor
+68,5.738587431820505,2.817581519713101,4.536738267445903,1.3175606501632375,Iris-versicolor
+69,7.059786927765741,3.168067453240062,5.62409631520519,2.23525361347694,Iris-virginica
+70,7.696308988076911,2.7959225186175676,6.688348384639375,2.0177403529186884,Iris-virginica
+71,6.617504915829008,3.0,4.4651219874807815,1.4199228778689619,Iris-versicolor
+72,6.496200917861408,3.0,5.8519013593019755,2.1806935199982247,Iris-virginica
+73,5.610512673456225,2.922087633457048,3.7509937800071596,1.296067923260242,Iris-versicolor
+74,5.013084343190709,2.000000870231384,3.4889328053840236,0.9153363872614569,Iris-versicolor
+75,4.601417362138368,3.1076956887394442,1.5077609724692722,0.1996128227038894,Iris-setosa
+76,5.168074778190358,3.4550168569590647,1.3939699432597972,0.20096820404347998,Iris-setosa
+77,4.3,3.0,1.1162862888767577,0.1,Iris-setosa
+78,6.676610057401163,2.8105540558925663,4.7103627373606125,1.4515897863464404,Iris-versicolor
+79,4.3,3.0,1.0842111014135345,0.10000009462506716,Iris-setosa
+80,5.045457144308253,3.339703412098424,1.6815678807938497,0.4879892143067803,Iris-setosa
+81,5.622956905443105,2.943391370981863,3.706520372469669,1.2654582552177072,Iris-versicolor
+82,6.130270006938384,2.903192098101044,4.705707384579863,1.37988214303637,Iris-versicolor
+83,4.601387299166504,3.6313439258284492,1.0,0.20502081772755007,Iris-setosa
+84,4.573849957246277,3.0063603531457894,1.475515276628824,0.1995953386974033,Iris-setosa
+85,5.015687909619473,3.623850386704432,1.388608000976821,0.19950773638170038,Iris-setosa
+86,6.978420924642732,3.0784268484152704,5.091770761569269,2.306180701338008,Iris-virginica
+87,6.294250500799419,3.407664877593373,5.629681061905927,2.4068006908615036,Iris-virginica
+88,6.505537535130665,3.193228911547131,5.088670244537687,1.9889543412230573,Iris-virginica
+89,5.106621276308056,3.327596238333902,1.590299319967475,0.5260855019146063,Iris-setosa
+90,4.589086084263622,3.65241639106357,1.0000004478832467,0.20246093219422331,Iris-setosa
+91,4.974622831457431,2.0,3.5345661334877345,0.9587516195927058,Iris-versicolor
+92,6.028084402108017,2.9001127688535484,4.517347430473279,1.5173285479922445,Iris-versicolor
+93,5.191865855473255,2.7074945270234485,3.896926782167161,1.4099415103466693,Iris-versicolor
+94,6.285125059497312,3.295845530886824,6.042880503970493,2.4999997983253026,Iris-virginica
+95,7.6153954089248765,3.0,6.609436412735836,2.107865039253722,Iris-virginica
+96,4.810914429226056,3.3986443020321984,1.8489778229790643,0.201199918108839,Iris-setosa
+97,7.9,3.8469243212315565,6.394053755431884,2.014625199278862,Iris-virginica
+98,6.830242495425268,3.196810846333579,5.750790907829714,2.2958419417711053,Iris-virginica
+99,5.551774270403061,2.4718605114305223,3.8112625614696936,1.0652118715590697,Iris-versicolor
+100,5.410554145848721,3.8685907940179014,1.2993247114341453,0.3714530245388262,Iris-setosa
+101,7.70340004831327,3.0,6.082497527490676,2.290162813358142,Iris-virginica
+102,5.9864775905902805,3.4064252839382347,4.457043347794812,1.59441942884681,Iris-versicolor
+103,6.689577794378239,3.0,4.968662964222909,1.689496600710894,Iris-versicolor
+104,5.298567160509968,2.473861960893992,3.6582995492290205,1.1061293079808496,Iris-versicolor
+105,5.786604241964561,2.791721198143418,5.144498543414643,2.385992845536522,Iris-virginica
+106,4.300000788820835,3.0,1.1034376696263457,0.10000011387999304,Iris-setosa
+107,7.66256866271385,3.0,6.469313239781211,2.184657697010785,Iris-virginica
+108,4.569242197531177,3.626183782566338,1.0,0.19811226998124581,Iris-setosa
+109,5.8111931804280506,2.697659908083642,4.120504935954424,1.0035366680587323,Iris-versicolor
+110,7.631811716700299,3.0,6.616772480539583,2.077075349823331,Iris-virginica
+111,4.7894369713343234,3.402307911378692,1.6103237555791707,0.19869330865883095,Iris-setosa
+112,4.800526952474167,3.3994858336908975,1.6702258984438754,0.2010692929761392,Iris-setosa
+113,4.803004887638341,3.0,1.4153880873102473,0.28290370344151006,Iris-setosa
+114,6.694801341185603,3.0,4.973702119361871,1.6655279081942846,Iris-versicolor
+115,6.196832046092885,2.7926933719656164,4.8193777357928935,1.8063045995940477,Iris-virginica
+116,6.117145259150076,2.78864991879912,4.721999531863511,1.189369884983726,Iris-versicolor
+117,5.029930951602234,2.0000007173576435,3.589309353904485,1.032856706910862,Iris-versicolor
+118,4.595927682794988,3.2045135387945707,1.412256344517184,0.19723988443882304,Iris-setosa
+119,5.013732548851515,3.0,1.5862614772763424,0.20100998268620057,Iris-setosa

iris/tab_ddpm/0/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10047683639749,3.297097151716501,1.7222105868306419,0.531881722986205,Iris-setosa
+1,7.7003462430383225,2.5977220803542,6.899998961574751,2.293223593075319,Iris-virginica
+2,6.292691579099133,3.293317072846891,6.012630554383509,2.4999998105360177,Iris-virginica
+3,5.692461450452153,2.876940382794126,4.30188247707609,1.3386221125424744,Iris-versicolor
+4,5.089484788577832,2.4849162786061916,2.9011684750442823,1.1163863831816498,Iris-versicolor
+5,4.901479621991366,3.106953945951449,1.5099603586022297,0.10000012347057667,Iris-setosa
+6,4.793816784315676,3.0,1.410885895948931,0.10000009695575021,Iris-setosa
+7,4.7928252681209225,3.0,1.3873888013831084,0.1,Iris-setosa
+8,5.792853193013852,2.703419736335132,5.097678554997668,1.890494033730106,Iris-virginica
+9,5.538969225605768,3.0,4.510997379470054,1.4932620731814312,Iris-versicolor
+10,6.99723281749458,3.173354762311393,5.670901615932155,2.292421397802352,Iris-virginica
+11,6.020438052259938,2.212764586426925,4.9956209960916285,1.4937649146597218,Iris-virginica
+12,7.557875228934099,3.0,6.55496496284163,2.082547550209188,Iris-virginica
+13,5.010058946441989,2.0000005454668566,3.571185883238765,0.9764938391102871,Iris-versicolor
+14,5.1318873119711075,3.3166407829232365,1.7356401049792851,0.518609406972542,Iris-setosa
+15,5.114831648415757,3.8147212409016684,1.7347320111859856,0.19914464237952148,Iris-setosa
+16,7.89999862695273,3.786422294197609,6.37428944686438,1.984633048445403,Iris-virginica
+17,4.849590444232985,3.009240428008177,1.4473369170849424,0.10000009654872045,Iris-setosa
+18,5.798734505639522,2.700819450513168,5.109078813190955,1.8988416440033897,Iris-virginica
+19,5.858350888797825,3.1990601293739727,4.7807941233464275,1.784129029087061,Iris-versicolor
+20,6.019776455092872,2.913808585401778,4.499748209751559,1.495444909351905,Iris-versicolor
+21,7.708399089104101,2.6120226207511448,6.899998703696893,2.3006403633532106,Iris-virginica
+22,6.2855424075464414,3.2962943121710353,5.942943895152691,2.4999997596648718,Iris-virginica
+23,7.162035996443199,3.209711480221051,6.016613982567276,1.8186103257646942,Iris-virginica
+24,5.8000567912374645,2.8102765878701583,5.106911048711548,2.402047833773159,Iris-virginica
+25,6.517157000337538,3.0,5.824509126467179,2.2128228775251886,Iris-virginica
+26,5.980188397251241,2.2333555867550268,4.047619105318184,1.034164222975835,Iris-versicolor
+27,7.9,3.8335719625673628,6.3921421494038135,1.9897007484221534,Iris-virginica
+28,4.802559029204208,3.0,1.4009787796550839,0.10000009139095396,Iris-setosa
+29,6.627295420904443,3.0,4.496561791111873,1.3926608918989007,Iris-versicolor
+30,5.980898778460078,2.2062649341696123,4.019283779459515,0.9570035165898086,Iris-versicolor
+31,6.687065646162973,3.0,5.004721781330175,1.6967162706128414,Iris-versicolor
+32,5.392919869995822,3.9160206917960414,1.2733189301224102,0.38766261728800544,Iris-setosa
+33,5.5614136372762015,3.647156677795234,1.5526489154415526,0.3378683091766202,Iris-setosa
+34,4.3,3.0,1.0964219040120433,0.1000001057940418,Iris-setosa
+35,6.482048382762997,3.1783652377727543,5.087019259281122,2.023756274708721,Iris-virginica
+36,6.068794148734189,2.5920321539963465,5.588834064453064,1.396573800173605,Iris-virginica
+37,5.01256514681468,2.000000589307519,3.4810192175958257,1.0080894858727518,Iris-versicolor
+38,4.9847384886063315,3.6355524713321516,1.4065464833231731,0.20224163572117088,Iris-setosa
+39,4.785056300784331,3.3931871370532236,1.7064817643379164,0.1991238763964644,Iris-setosa
+40,5.166784312219298,2.701637979256182,3.9121714449169627,1.404698019310043,Iris-versicolor
+41,6.292861625511946,3.302741861649651,5.972894065408436,2.5,Iris-virginica
+42,5.6110928207706925,2.5044901748130304,3.911747638203387,1.0924645509551487,Iris-versicolor
+43,5.0172716564570745,3.5883254135630858,1.3942383775304685,0.19753765948629387,Iris-setosa
+44,4.889435612505004,3.068281534839525,1.493904539009076,0.1,Iris-setosa
+45,5.510629698064504,2.371875974272563,3.704928991072912,0.8774752502789407,Iris-versicolor
+46,5.070513904697734,3.7998610365219747,1.5883119397281134,0.2026153120377302,Iris-setosa
+47,4.3,3.0,1.0973563831728605,0.1,Iris-setosa
+48,5.031233415434071,3.7490086521574337,1.6013063331367474,0.20043447753341712,Iris-setosa
+49,4.985245258569077,2.0,3.403625721479714,0.901823525333738,Iris-versicolor
+50,6.007809125934238,3.3983142749423494,4.502890213336519,1.601581027655957,Iris-versicolor
+51,5.659679035738756,2.9080356113661274,3.952199544332698,1.3276875746589842,Iris-versicolor
+52,6.883097314518658,3.1007986117894637,5.093909887740596,2.292851282563858,Iris-virginica
+53,6.095951179519952,2.7828219542007604,4.68825871679873,1.1912375707721676,Iris-versicolor
+54,6.283644599783255,3.2998246207261173,6.015965249732352,2.5,Iris-virginica
+55,6.695118516852992,2.500798563505212,5.8217271803546335,1.8057682606995182,Iris-virginica
+56,6.18583763406208,3.3478132008213053,4.649343070733247,1.6033144844767342,Iris-versicolor
+57,4.3,3.0,1.0929943953310728,0.1,Iris-setosa
+58,4.808337713476504,3.40781999839037,2.0092418102666496,0.1970995427482477,Iris-setosa
+59,6.504041682852683,3.0,5.783073485204948,2.175526670963538,Iris-virginica
+60,6.313930588534441,3.2990169108210807,4.690593465301741,1.5987515928144693,Iris-versicolor
+61,6.210165033585033,2.212456741219283,4.496250573105122,1.486104682858326,Iris-versicolor
+62,6.957884561984942,3.0928784322033414,5.087188849556972,2.304490710148474,Iris-virginica
+63,4.809871529087878,3.3965350943392996,1.7783544287403295,0.19599956521376183,Iris-setosa
+64,7.076747583726834,3.174198437029447,5.707384316437289,2.2995025458574134,Iris-virginica
+65,6.6978602651742305,2.5100288667235375,5.786136736424748,1.7911401529210944,Iris-virginica
+66,6.711248416416929,3.0,5.003761958331373,1.7032758843075575,Iris-versicolor
+67,7.710942494239943,2.6100510200616984,6.8999987683722015,2.281892170052393,Iris-virginica
+68,5.00505625497678,3.402145400729729,1.7075567496250532,0.43763486586170386,Iris-setosa
+69,7.669170030088798,2.593836782384471,6.9,2.279865408936183,Iris-virginica
+70,6.318458789295673,2.5525096028479544,4.961068836679269,1.8635296097052092,Iris-virginica
+71,6.288698896022316,2.4645587282807067,4.97054044497915,1.8406735767200102,Iris-virginica
+72,4.393275346086639,3.190724657610404,1.2829086970409018,0.20076084224001767,Iris-setosa
+73,7.899998888671137,3.8294800625916077,6.384389041699045,1.9858587931208633,Iris-virginica
+74,6.096260211215991,2.8373396360503267,4.720526254669386,1.2691977332483617,Iris-versicolor
+75,5.812297920910907,2.7824538997202453,5.086746867182284,2.4008797076011956,Iris-virginica
+76,5.411137882280952,3.9097448407889885,1.2786904718071708,0.48266658912969973,Iris-setosa
+77,6.0501867963840885,2.9104150240286093,4.368181072994414,1.3834052216599384,Iris-versicolor
+78,6.682328879625765,3.0,4.993872846583078,1.7014236717132807,Iris-versicolor
+79,5.777325208162129,2.699872485965079,5.087026019861069,1.8915438869898036,Iris-virginica
+80,5.110228499705399,3.2856424624257916,1.7013675212064259,0.48877028150853186,Iris-setosa
+81,6.474453749040799,3.2386222259948316,4.730715267299335,1.565427642032732,Iris-versicolor
+82,4.974713100173702,2.0,3.4910935990589294,1.0327017119318125,Iris-versicolor
+83,5.723604883954433,2.8046449541498153,4.497570444660505,1.2968126786317176,Iris-versicolor
+84,5.798629399592397,2.702256305086585,5.103899003934701,1.9162440638127958,Iris-virginica
+85,4.594554751870957,3.2077292118865683,1.3851575650689836,0.19738651539487279,Iris-setosa
+86,5.991013274574887,2.208400274746044,4.993601494143376,1.4888387564160734,Iris-virginica
+87,5.006130765699869,3.686024668244118,1.5931745571540281,0.2017234715315318,Iris-setosa
+88,6.195014902356551,2.471560173214955,4.964860297239789,1.7596094733789982,Iris-virginica
+89,5.893797668359405,3.203445023558257,4.812567462632039,1.7801161484090273,Iris-versicolor
+90,4.3000005472022265,3.0,1.1016122304080158,0.10000012728278299,Iris-setosa
+91,5.707297449594348,3.0,4.217718950605482,1.2069335329266844,Iris-versicolor
+92,4.763987296245007,3.396071764628057,1.977598989689998,0.19950185864169245,Iris-setosa
+93,4.818216107557435,3.4011644875061995,1.6837988722886494,0.20787793869314414,Iris-setosa
+94,4.599592700494446,3.6144365657912254,1.0,0.19527710480655225,Iris-setosa
+95,6.333289225821083,3.290422249942912,6.051976283364037,2.499999680706164,Iris-virginica
+96,5.006261058470818,3.392409366676874,1.6458000516662417,0.44242138641528367,Iris-setosa
+97,6.0096220868854635,2.201082529289064,4.9980789399367405,1.5034913601077147,Iris-virginica
+98,5.106388161409932,3.2876378933518375,1.7179515686124447,0.42814618504443314,Iris-setosa
+99,5.805455496859787,2.8108534617175858,5.15579396489254,2.401694228125634,Iris-virginica
+100,6.679317496037565,3.0,4.985245515102452,1.6707480715072978,Iris-versicolor
+101,5.611629035311508,2.894214246396805,3.654663228827816,1.2815553292176756,Iris-versicolor
+102,4.937059792275027,2.0,3.551459176332793,1.0092660496226011,Iris-versicolor
+103,5.809112554398303,2.705119956906733,5.123318616172437,1.896961727196125,Iris-virginica
+104,5.564431740432136,2.5258142022852983,3.8842599788357557,1.1513911895026894,Iris-versicolor
+105,4.774405105813817,3.0,1.4005905298637935,0.28275796648199364,Iris-setosa
+106,5.718373598869381,3.0,4.22237180145146,1.2064408497467949,Iris-versicolor
+107,5.479230710883056,3.0,4.464957885480497,1.4967649865565813,Iris-versicolor
+108,6.7165201536245425,2.5044947566097546,5.842292648243191,1.810866931230577,Iris-virginica
+109,6.807481703815187,2.7874049904731133,4.801501275444908,1.397795666731143,Iris-versicolor
+110,5.803217918184833,2.7988843421094454,5.1177074535427876,2.3883129824535705,Iris-virginica
+111,6.678686776326937,2.990288211762194,4.5701860204247415,1.4059183955066228,Iris-versicolor
+112,6.071389946465577,2.911077756834421,4.643079563114591,1.4554577903105856,Iris-versicolor
+113,7.9,3.776356619731375,6.387420644425595,2.0278267623973583,Iris-virginica
+114,4.589920906321759,3.6408141009226016,1.0,0.20205760700246994,Iris-setosa
+115,7.601714943605875,3.0,6.601551923913288,2.1111503805820355,Iris-virginica
+116,5.019921666897408,3.3956564567822296,1.5886953395810812,0.42222609820761103,Iris-setosa
+117,6.014092182234659,2.2005056278328787,5.016730151741927,1.5038974205276616,Iris-virginica
+118,6.264810625391524,2.6852214865296387,4.902275433420521,1.8076642632607558,Iris-virginica
+119,7.9,3.8303412798620893,6.3767310893578,2.018370319190368,Iris-virginica

iris/tab_ddpm/0/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.421836947682348,3.1847606217455118,5.261965328902897,2.3015785726804743,Iris-virginica
+1,6.6109123773075416,3.0,4.422173249403857,1.3903866319905671,Iris-versicolor
+2,5.472050571615545,4.2,1.3951132193390512,0.1975266709177359,Iris-setosa
+3,5.0901793560218325,3.291627462990626,1.762189472467979,0.48945597309971034,Iris-setosa
+4,6.203030016648728,2.8217630303078725,4.800329284748809,1.79730908860804,Iris-virginica
+5,5.965690994021723,2.8399096276709046,4.618910483284061,1.2861337996022575,Iris-versicolor
+6,5.62744744629983,3.0,4.5231424092512915,1.5295637613217725,Iris-versicolor
+7,5.773880990056193,2.7002007381970934,4.095998115634398,0.937215619738881,Iris-versicolor
+8,6.206868331628035,3.3755432715371447,5.364539269798331,2.2717016489626243,Iris-virginica
+9,4.892130867393826,3.079824310488457,1.4741087401676771,0.1,Iris-setosa
+10,4.795739691938049,3.4008469947669675,1.7511463840666037,0.20073195983100842,Iris-setosa
+11,5.377313376115314,3.880880450431957,1.2998297389483733,0.4094505957189504,Iris-setosa
+12,7.608412725937043,3.0,6.613022179276181,2.1242014828330587,Iris-virginica
+13,5.59155073330582,2.510131959679073,3.938206903213815,1.1854962155190267,Iris-versicolor
+14,5.4150077281274545,3.0,4.493259171707184,1.494627620534449,Iris-versicolor
+15,5.802502396257948,2.7103120340903826,4.111071137854306,0.948024335723469,Iris-versicolor
+16,5.908742334743907,3.199770455602704,4.806361386388934,1.7887818913903644,Iris-versicolor
+17,4.806644909574803,3.0,1.400267885477038,0.3190938451146017,Iris-setosa
+18,4.902520583098991,3.076672297704255,1.499037649841857,0.1,Iris-setosa
+19,4.59187317146407,3.626691341865847,1.0,0.1946856265726954,Iris-setosa
+20,6.79703528762856,3.1952717405038626,5.8934306442432085,2.2954274656183564,Iris-virginica
+21,6.103505114193657,2.9080163306103195,4.702481721233101,1.4075884900343296,Iris-versicolor
+22,6.296690944558945,2.4566565428270413,4.998494888978283,1.86881197133668,Iris-virginica
+23,4.300000613980586,3.0,1.1004961311653283,0.1,Iris-setosa
+24,6.256928386607651,3.295411332044038,5.9462820749243335,2.499999736472713,Iris-virginica
+25,4.8279216767800985,3.0,1.4085270396860594,0.10000012161540235,Iris-setosa
+26,4.3955115381565655,3.200691532247448,1.2882160259867113,0.19822466141305783,Iris-setosa
+27,6.597069928666444,3.0,4.4066835154786395,1.4014927381252074,Iris-versicolor
+28,5.3942126103601655,3.912656995720902,1.2954886396885597,0.4098653485986241,Iris-setosa
+29,5.811925187786574,2.7087029706014474,4.103099259564239,1.0180253597400228,Iris-versicolor
+30,5.802848021493975,2.815906776090621,5.0940683240099265,2.3986000465450616,Iris-virginica
+31,6.273614688314623,2.649051262061058,4.9306274927529365,1.8096599577364887,Iris-virginica
+32,5.677979537479824,3.0,4.205588033189085,1.2446739305860028,Iris-versicolor
+33,4.808599686722749,3.0,1.3918358542023475,0.30124767664901125,Iris-setosa
+34,4.620634978837031,3.5965705890606476,1.0,0.20264953297080202,Iris-setosa
+35,4.993967176794521,3.0,1.6449192988527856,0.19618682880457639,Iris-setosa
+36,6.189403825866221,3.3992406695333117,5.3766731748191425,2.283223593823778,Iris-virginica
+37,6.110146903122783,2.8700906199310054,4.568610689980261,1.4682009107387222,Iris-versicolor
+38,6.195896516005527,3.394589451314031,5.466870813135234,2.3020326989170554,Iris-virginica
+39,5.331950307897464,3.7608690560191,1.3298420354507545,0.2624187969450599,Iris-setosa
+40,6.051914183176016,2.8948263014860904,4.584574795785507,1.4806976206695228,Iris-versicolor
+41,5.384416750265204,3.3970861605939113,1.508928196291576,0.4088657824512304,Iris-setosa
+42,5.701740968011013,3.0,4.209614502272176,1.2240555182356447,Iris-versicolor
+43,5.340812518911277,3.0,4.455559319275943,1.5023573927051177,Iris-versicolor
+44,6.5184234199643765,2.800345446870391,4.5797310683227845,1.5162180500241793,Iris-versicolor
+45,5.310857308522057,2.421295672906968,3.3309757280808374,1.030179785460723,Iris-versicolor
+46,6.586773885099188,3.0,4.422442321159638,1.409323476333618,Iris-versicolor
+47,5.4927930112155545,2.4128917085726513,3.735264129194494,0.9668929105513484,Iris-versicolor
+48,5.9829934209784215,2.806809204520683,4.659087973360858,1.243275324890052,Iris-versicolor
+49,5.056629308878854,3.7982308528198248,1.591300081534853,0.19953658030367563,Iris-setosa
+50,5.163115585030673,2.611638395737297,3.6060854698009406,1.253944000114687,Iris-versicolor
+51,4.994478102716295,3.0,1.5837371350756289,0.19880314027891838,Iris-setosa
+52,7.687794107226559,2.602316454699126,6.9,2.3009123301648295,Iris-virginica
+53,4.793120958278068,3.3986936949467483,1.7888617248664738,0.19810994975430327,Iris-setosa
+54,7.679101267585047,2.6012521022525,6.9,2.2717853352030715,Iris-virginica
+55,5.014327270422031,2.0000005730077213,3.6011692838784843,0.9960006753363517,Iris-versicolor
+56,7.602414002356247,3.0,6.588887460479085,2.082922335886517,Iris-virginica
+57,5.691071938980723,3.0,4.213149053426937,1.2020197895636109,Iris-versicolor
+58,6.289338440906723,3.4032657248530827,5.605286050532234,2.398148243258893,Iris-virginica
+59,7.705151334960733,2.5889175841999785,6.9,2.2893900865615424,Iris-virginica
+60,4.913698715259219,3.1055374662294906,1.4938949009543614,0.1,Iris-setosa
+61,5.236297176784941,2.4869954820196254,3.4012415159124645,1.0806879170142882,Iris-versicolor
+62,6.519870556182882,2.809232575863084,4.587206052282826,1.4889859128218146,Iris-versicolor
+63,5.457550254087286,3.0,4.531545556803018,1.501725187922663,Iris-versicolor
+64,4.796145603187544,3.4009747244589357,1.789676936478492,0.20049056262359302,Iris-setosa
+65,4.809082997300071,3.0,1.4028599412410974,0.10000009359842457,Iris-setosa
+66,6.466368785979293,2.794875395458149,4.6027647262543665,1.4901025276094024,Iris-versicolor
+67,5.030920414699919,3.605391696655173,1.3956676407462183,0.20096876122857404,Iris-setosa
+68,6.083132407185426,2.793577807460427,4.699778151702263,1.2126001103297883,Iris-versicolor
+69,5.598389275741945,3.0,4.538261039707203,1.517943564662394,Iris-versicolor
+70,7.619604976383752,3.0,6.621116327721724,2.1145038056865637,Iris-virginica
+71,5.471222550532068,4.199999207313413,1.4002484013495429,0.20998972086426584,Iris-setosa
+72,5.396986718940601,3.8908022985249673,1.2880206804715182,0.3696422398812689,Iris-setosa
+73,5.011873317312063,2.000000685682858,3.5476164652973425,1.0137066646237167,Iris-versicolor
+74,5.423362930971389,3.401587291872347,1.502866043865335,0.384509823314433,Iris-setosa
+75,6.12056495703569,2.890936591344569,4.710364749287996,1.35802635859026,Iris-versicolor
+76,4.98195641451166,2.0000005266700853,3.4083118734418774,0.9871733478256316,Iris-versicolor
+77,6.020333927900382,2.216933949450115,4.9926680588635834,1.5181690858253387,Iris-virginica
+78,5.796313129861561,2.797538213410445,5.100073462726691,2.378610145839975,Iris-virginica
+79,5.38937438380351,3.0,4.4708312106875265,1.5029349914579124,Iris-versicolor
+80,6.80274880518089,2.8115015824271326,4.811259686755249,1.4045691632576793,Iris-versicolor
+81,5.601766714045147,2.503282415865783,3.82980293657026,1.0616255823133978,Iris-versicolor
+82,5.170724421055092,2.5290038876688823,3.532811467018071,1.2012592179868251,Iris-versicolor
+83,5.772300392810668,2.6869703187175333,4.06639894283118,0.953050059766257,Iris-versicolor
+84,5.0085096481909686,3.0,1.783265454429152,0.2037381887577705,Iris-setosa
+85,4.3,3.0,1.094730504166569,0.1,Iris-setosa
+86,5.626088864830302,3.0,4.513470616890882,1.5016306643080584,Iris-versicolor
+87,6.001108025895857,2.2139725206129053,3.987646971345605,1.008964115804068,Iris-versicolor
+88,4.6067859677605805,3.1830074855854145,1.398989511602543,0.20046088448400026,Iris-setosa
+89,7.899998675012319,3.7744054213870712,6.355630409671668,1.9794180992598593,Iris-virginica
+90,6.456162811082531,3.1701519165224576,5.2445250656804525,2.271148730436764,Iris-virginica
+91,5.914042501050761,3.197109653306672,4.786887034072644,1.8031410388581293,Iris-versicolor
+92,5.691019101170384,2.800385333613485,4.512758263835635,1.2913105438423602,Iris-versicolor
+93,5.19283798388359,2.692985408226468,3.851199420523012,1.3978801203148323,Iris-versicolor
+94,7.7109968703004,2.801815414493141,6.700227537707157,1.9941428541754098,Iris-virginica
+95,6.872861208604214,3.105387906143345,5.109437322992705,2.286811844976306,Iris-virginica
+96,6.706864833213169,3.0,4.99108896566557,1.7065283736711878,Iris-versicolor
+97,6.298771736227137,3.3951650308894514,5.609954647005703,2.3986463119839962,Iris-virginica
+98,4.393511787150561,2.901417029982747,1.3876316391834251,0.19595051759412224,Iris-setosa
+99,5.965168220013691,2.1806132903861286,4.972408683774043,1.460681440319233,Iris-virginica
+100,7.178633087942799,3.2005300670288888,6.018698625198238,1.8168684371963633,Iris-virginica
+101,4.6161254361763655,3.1603488820769297,1.4236653512900488,0.19747350910820768,Iris-setosa
+102,5.8091664406686,2.783107637335014,5.154743173335872,2.396336458085476,Iris-virginica
+103,5.140314355604979,3.4507902974563947,1.3995158380802653,0.20063403945527772,Iris-setosa
+104,5.190596076384288,2.5174930958586423,3.58397829498528,1.2019516471621154,Iris-versicolor
+105,5.431646602296929,3.9067058192630038,1.3042904788301035,0.3892112143116064,Iris-setosa
+106,6.922127098103258,3.083034187247401,5.108039868792776,2.2967276095574602,Iris-virginica
+107,5.537703419360016,3.0,4.514485369606294,1.4995802695921387,Iris-versicolor
+108,7.706634114842231,2.811459347074368,6.7059965345978565,2.0157927948280134,Iris-virginica
+109,6.006150449360787,2.1997575399670706,3.991092581326725,1.00778621565541,Iris-versicolor
+110,6.281792618784854,3.299926321397188,5.935757794370923,2.499999815240036,Iris-virginica
+111,5.106933187835487,3.5292915252454797,1.4011194746753346,0.20006268253133025,Iris-setosa
+112,6.454552148401565,3.0,5.77733651589271,2.2306223731860517,Iris-virginica
+113,5.008740705984856,3.0,1.5941798531755127,0.19315983526341035,Iris-setosa
+114,4.483419643948214,3.213060444097753,1.3644976190199651,0.1982171073181334,Iris-setosa
+115,5.002327472995004,3.6054509976478535,1.3853646416304746,0.1980307306728851,Iris-setosa
+116,7.692611501272732,2.7900011834776746,6.701429758014712,1.9882984392479164,Iris-virginica
+117,6.680935713166466,2.5067300809388704,5.7736178535109905,1.798882469402434,Iris-virginica
+118,6.105829744988852,2.781248839828596,4.68273811494103,1.1739374023862301,Iris-versicolor
+119,6.313915817624673,3.306691756046327,4.687927299244025,1.6009261531481462,Iris-versicolor

iris/tab_ddpm/0/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.80408153841084,2.680998915044755,5.088428316658961,1.8907935378135834,Iris-virginica
+1,5.697927685461498,3.0,4.17216439188039,1.1745641362017214,Iris-versicolor
+2,4.852370080928342,3.0,1.4324266499698999,0.1,Iris-setosa
+3,5.79569111880658,2.701861065647521,5.09644499316592,1.8931743054463144,Iris-virginica
+4,6.279940754163075,2.482439983295493,5.012381387041162,1.925598762084516,Iris-virginica
+5,5.004604465353767,2.000000555881668,3.5049384711833786,0.9651677030886691,Iris-versicolor
+6,5.659506486300511,2.994112563253407,3.972582350699448,1.258320676513399,Iris-versicolor
+7,5.498022987441582,3.4616117855163626,1.4984734973776397,0.3784875321659827,Iris-setosa
+8,4.803995314514767,3.0,1.390262447067352,0.2730377903466646,Iris-setosa
+9,6.005244229999411,2.2010297314258347,5.008377742876989,1.488537032352129,Iris-virginica
+10,6.2635819978756295,3.293648437974407,5.967075925294645,2.499999758004313,Iris-virginica
+11,4.300000564271084,3.0,1.1037410715538336,0.1000000970294228,Iris-setosa
+12,7.157619393528775,3.1964214559086592,6.018357006210013,1.7835767761185748,Iris-virginica
+13,4.794725163089545,3.3995655498026935,1.6169754881053657,0.19942439156477126,Iris-setosa
+14,6.487014053329012,2.7935154189815377,4.5996999667657255,1.4901331215202265,Iris-versicolor
+15,5.80757780263039,2.7019577140138393,4.123004906403936,1.0015876480184873,Iris-versicolor
+16,7.69357799568551,2.611184620377583,6.899998816520652,2.304787865078935,Iris-virginica
+17,6.258203095307372,3.3083431011723508,5.944108728855563,2.5,Iris-virginica
+18,4.3,3.0,1.096194791179691,0.10000010076370133,Iris-setosa
+19,7.7001560408602705,2.608738278387712,6.899998681566419,2.2788964993131127,Iris-virginica
+20,6.29706257890066,3.4026470049160675,5.573505948198427,2.3926582495700592,Iris-virginica
+21,5.203131831017141,3.401702594098968,1.391665850189837,0.1981963740908393,Iris-setosa
+22,4.803082024873616,3.0,1.4068348770446588,0.10000009320662161,Iris-setosa
+23,6.691459340988757,3.1283655344072714,4.729100981239018,1.506927744707731,Iris-versicolor
+24,6.182957531207892,2.230138769793612,4.397695758711466,1.4076043381442072,Iris-versicolor
+25,5.097452653825692,3.299706939292334,1.6386026536955454,0.49279045288782175,Iris-setosa
+26,6.8165007844071015,3.193459171436978,5.747004371736656,2.300907968036011,Iris-virginica
+27,5.005326584395701,2.0,3.2994992612943013,1.0240198487711378,Iris-versicolor
+28,5.804242066302349,2.7013971212950088,5.089396271874358,1.9108661139324263,Iris-virginica
+29,7.738679783159227,2.5956450823277963,6.9,2.307952559702985,Iris-virginica
+30,7.89999875096847,3.789449221216562,6.4028804233336185,2.018951665606172,Iris-virginica
+31,5.3816046805067,3.918130359866002,1.3047371688139546,0.43847674034705936,Iris-setosa
+32,6.702496545384641,3.0,5.009464231866685,1.7118285227419314,Iris-versicolor
+33,7.7158309395577955,2.602481570991266,6.899998859684689,2.290113789254773,Iris-virginica
+34,6.187778824726345,3.4034297924472483,5.398482946922847,2.3046176296908483,Iris-virginica
+35,4.74393212967217,3.0,1.3990461155044458,0.2723966873069785,Iris-setosa
+36,4.913475716392506,3.115068963380142,1.5049718933179081,0.1,Iris-setosa
+37,6.489254018091752,3.196212200725653,5.1014394293704886,1.9728843502336977,Iris-virginica
+38,6.01762879335829,3.3913601746192445,4.50987191783023,1.6059266606583038,Iris-versicolor
+39,5.799350525513893,2.7065489970062875,5.096408492915211,1.9045016714374123,Iris-virginica
+40,4.406117269370974,3.2058961668743984,1.3056145627979703,0.19672534129818475,Iris-setosa
+41,5.10485395840265,3.7858993781752437,1.5912206553685326,0.2018258204187264,Iris-setosa
+42,4.797408435477674,3.0,1.4040477182872368,0.2868037402039058,Iris-setosa
+43,6.1122581059233285,2.608459211905306,5.615409381794127,1.4027460312946383,Iris-virginica
+44,4.39191228921772,2.8993878026480937,1.3812430925921437,0.20023208317344904,Iris-setosa
+45,4.300000707110538,3.0,1.0989647692358113,0.10000012546197483,Iris-setosa
+46,6.116551669729177,2.5983322814078766,5.605409545389406,1.403516140132231,Iris-virginica
+47,5.169465978644486,3.407121166859306,1.392985717359786,0.20016390031117723,Iris-setosa
+48,6.21027149803479,3.3974017886523433,5.390129548406177,2.3013309737409005,Iris-virginica
+49,4.779765940733545,3.401497362708438,1.6807153881534904,0.20108622677515148,Iris-setosa
+50,5.486907332849975,4.2,1.406524777466082,0.20699644897655511,Iris-setosa
+51,6.196487514454467,3.400565650140456,5.398679013310715,2.2876769459197464,Iris-virginica
+52,4.973447518220292,2.0,3.568738525536409,0.9840275030755351,Iris-versicolor
+53,5.7003581960836565,3.8036045105072076,1.8604973729374628,0.3234032238687536,Iris-setosa
+54,6.310166285172508,2.6813645774344312,4.911937430672763,1.8101475640640499,Iris-virginica
+55,7.713944921880147,2.615501796370346,6.899998953200951,2.3009801882257834,Iris-virginica
+56,5.892318791747275,2.87948827512688,4.417586878298914,1.4502014825740475,Iris-versicolor
+57,7.692299493986932,2.5886882539542535,6.9,2.302513671655059,Iris-virginica
+58,7.199575384112722,3.2074469369220915,5.963541879271196,1.797540923410005,Iris-virginica
+59,5.010531904128437,3.0,1.6318927576060651,0.1998221598098004,Iris-setosa
+60,5.800704976980049,2.7001070048193,5.11563839198153,1.8988734775159806,Iris-virginica
+61,6.304433921309049,3.308843399467481,6.028369139329524,2.5,Iris-virginica
+62,6.486113528001557,3.0,5.782205751362237,2.2018303187002113,Iris-virginica
+63,5.0003938117553695,3.59961821854647,1.40504443608885,0.19960411136701595,Iris-setosa
+64,7.678845369082587,2.7883827009876203,6.685864718803145,1.9796616435053531,Iris-virginica
+65,5.12499914878417,3.8142025682345633,1.647632978840149,0.2001064365324401,Iris-setosa
+66,6.85776940524725,3.1891793616367656,5.792061317068572,2.3118999417880746,Iris-virginica
+67,4.398260823198231,2.9111277587229103,1.391783042249596,0.19150651331294252,Iris-setosa
+68,5.509240042261412,4.2,1.4124924328835589,0.21092420344399176,Iris-setosa
+69,5.826805088458317,2.8753600641707013,4.399602449390105,1.4298520648060467,Iris-versicolor
+70,4.5998977002706125,3.2044497435139663,1.3991057991426095,0.20207908559161936,Iris-setosa
+71,5.8067311453782215,2.700798032627688,5.093533856480044,1.8930100057260364,Iris-virginica
+72,4.600184622074573,3.1860229455426463,1.4141114147997829,0.19778126957687514,Iris-setosa
+73,6.0759671844232015,2.907134333591641,4.652554486171288,1.4202763966228789,Iris-versicolor
+74,4.782407834777889,3.0,1.379755442091046,0.10000009991104056,Iris-setosa
+75,7.628255145584283,3.0,6.487840463638009,2.127906133082436,Iris-virginica
+76,4.391636445383341,3.194961232240597,1.292341495050525,0.19985275669948882,Iris-setosa
+77,4.405565456288072,2.921251751503182,1.407148338809011,0.20322392836759426,Iris-setosa
+78,6.5068102774694845,2.799409113269455,4.6174802378669595,1.4968632525709902,Iris-versicolor
+79,6.21796437118944,3.4078525379032607,5.39074256467066,2.29255767616827,Iris-virginica
+80,6.122821631956789,2.6004322017440478,5.574679285941436,1.4256537347172091,Iris-virginica
+81,4.994843580948236,3.0,1.6073113233695668,0.19769543695226682,Iris-setosa
+82,4.792985143851445,3.0,1.3992200654376765,0.2763876113919501,Iris-setosa
+83,5.136514260370573,2.4883523420812033,3.325923080708737,1.1254959610704314,Iris-versicolor
+84,6.89023032531719,3.1917388621130653,5.675876382707831,2.3007987202845945,Iris-virginica
+85,6.927373929289133,3.0851036133993635,5.142549244615662,2.3009494448673817,Iris-virginica
+86,4.593506333357855,3.196944995486611,1.403335628605333,0.19682772355085235,Iris-setosa
+87,7.185231782362698,3.2091876600535483,6.008818392739211,1.7897874262880722,Iris-virginica
+88,7.583244657885245,3.0,6.566311604785083,2.1296897757725044,Iris-virginica
+89,5.803304584792932,2.801064583994589,5.102608596966678,2.4032257226405345,Iris-virginica
+90,6.115151562329597,2.8281187348353964,4.720543338642029,1.228845511669901,Iris-versicolor
+91,6.270525768725539,2.749527130537582,4.879831270393007,1.7885977888335969,Iris-virginica
+92,7.671301635494648,2.6175677220523204,6.899998687501131,2.297997055190998,Iris-virginica
+93,7.722141998484337,2.622420298786315,6.9,2.2883679855090846,Iris-virginica
+94,6.101071918414017,2.833547795573267,4.691733032757134,1.2492248678707125,Iris-versicolor
+95,7.727618385972448,2.6011483637069452,6.9,2.3073302197792223,Iris-virginica
+96,7.722130339774912,2.611896160160437,6.9,2.3154541316054624,Iris-virginica
+97,6.712280036393439,2.504753868420632,5.836659597330645,1.8036100591556128,Iris-virginica
+98,5.159075950955378,2.6501430226984635,3.762588052171717,1.3555627662436076,Iris-versicolor
+99,7.736260838361167,2.6308931876352344,6.9,2.300918275834158,Iris-virginica
+100,5.80746671032514,2.8149039707319794,5.124182377374954,2.3988886179878,Iris-virginica
+101,5.558985018865615,3.0,4.51352360787757,1.4854242807487157,Iris-versicolor
+102,7.642509035257381,3.0,6.448466853192302,2.162526402754194,Iris-virginica
+103,5.987707272213494,3.401827052270415,4.501406611372917,1.5994841819609193,Iris-versicolor
+104,7.9,3.835581578976925,6.3625948274885795,1.9896600639644957,Iris-virginica
+105,4.800297887326413,3.0,1.392981556378684,0.30139603991407365,Iris-setosa
+106,6.908446284483413,3.2082664412901187,5.722859629626205,2.2989071785600883,Iris-virginica
+107,5.216358997087873,2.6798733527476823,3.8929820975153473,1.3928607383587248,Iris-versicolor
+108,7.717076755223933,2.7913979051262663,6.721433057577312,2.017364887922649,Iris-virginica
+109,6.016653763902494,2.9006881226205254,4.462989129317286,1.514584518699497,Iris-versicolor
+110,5.790510959111709,2.8016990090274643,5.155580519530925,2.4115382777237593,Iris-virginica
+111,6.292106528384393,2.7431282353770707,4.872835388979483,1.8140194810965995,Iris-virginica
+112,5.6101421407186685,2.9088936414030706,3.6254619914456883,1.3071703623636393,Iris-versicolor
+113,5.693618491284078,2.868604213597358,4.079268913439906,1.1478135279741706,Iris-versicolor
+114,5.757362018371454,3.0,4.542235873877073,1.4993075637280515,Iris-versicolor
+115,5.077161080636082,3.5380136672937357,1.3991824896770884,0.20166458200120052,Iris-setosa
+116,4.818577397013049,3.4027370376072175,1.9604167316238794,0.20096671227205537,Iris-setosa
+117,7.698303567519719,2.6058106073570584,6.9,2.274877072113719,Iris-virginica
+118,6.062810876963995,2.905482140442099,4.664827158413535,1.4336903765303142,Iris-versicolor
+119,7.271059231402481,3.1958958638701858,6.014264108222898,1.7848825955141459,Iris-virginica

iris/tab_ddpm/0/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.531315799650013,2.4271282281295763,3.729170587909336,1.0163342494978993,Iris-versicolor
+1,6.0939147405200735,2.7984658848264754,4.701281276344612,1.1947220008051689,Iris-versicolor
+2,6.0194768126260225,2.7885198940624765,4.6528894031875785,1.1991658358911053,Iris-versicolor
+3,4.977234674939817,2.0,3.2000716883776477,0.9725672512227383,Iris-versicolor
+4,5.594232495047727,2.8908411018414895,3.284522850357514,1.2996760706138657,Iris-versicolor
+5,4.594313234384056,3.6167813904485886,1.0,0.20081967639043427,Iris-setosa
+6,7.16192889543625,3.2023252521083614,5.993637421593563,1.8173634645499963,Iris-virginica
+7,6.115927629237183,2.602577875895115,5.573433213548649,1.4182788576378906,Iris-virginica
+8,4.578106249111141,3.112687938011344,1.476807843731408,0.19719661207853054,Iris-setosa
+9,5.071320088118426,3.5396622395944,1.3945247657452255,0.2012012739580395,Iris-setosa
+10,7.611410523368755,3.0,6.596810981438486,2.1074741747460015,Iris-virginica
+11,6.304359554053951,2.7123712909392084,4.899014669613458,1.7872369315631371,Iris-virginica
+12,5.695900495295562,3.0,4.172168621143881,1.174716032551967,Iris-versicolor
+13,5.00138742379954,3.0,1.6414014144045792,0.2013976811080631,Iris-setosa
+14,5.0077628333944295,2.0000006505167276,3.5698070542147815,0.9145037565794721,Iris-versicolor
+15,4.3,3.0,1.0953819415359076,0.1,Iris-setosa
+16,7.610702434187468,3.0,6.591229916676691,2.086767563948177,Iris-virginica
+17,5.68901438177534,3.0,4.141921912407801,1.1867177234376807,Iris-versicolor
+18,6.514694758374685,3.207727938964143,5.081303948515537,2.0141031011644235,Iris-virginica
+19,6.8030619046121386,3.1999477266383503,5.902891252535104,2.290966563734966,Iris-virginica
+20,6.210692732336233,3.4005842532320023,5.405994919045321,2.2968309532960545,Iris-virginica
+21,4.956398558119296,2.0,3.2359591939536574,0.9483917208683156,Iris-versicolor
+22,6.103864170089867,2.806981229533029,4.706656534772783,1.2068596273204106,Iris-versicolor
+23,6.7427316763893845,3.1236288194813464,4.730106161172588,1.5117791734011252,Iris-versicolor
+24,5.381396225387686,3.4023434145254936,1.5089240682172693,0.428041872614077,Iris-setosa
+25,6.1823057995455555,2.2157499374068483,4.4792938957791915,1.4724050949489114,Iris-versicolor
+26,6.402869349369028,3.1942472022832433,5.292183271034521,2.304621225797559,Iris-virginica
+27,6.047833338740172,2.9109368564590032,4.615584462267671,1.4594685634253615,Iris-versicolor
+28,6.793427564646451,3.1970826620022224,5.943940222915045,2.2785807204326507,Iris-virginica
+29,5.006172951165351,2.000000515997143,3.579413597229181,0.9499600933248808,Iris-versicolor
+30,6.473301257924712,3.0,5.798796176591251,2.2159014135505823,Iris-virginica
+31,6.714769520764436,2.508683591964176,5.8476512541920025,1.8104751435914543,Iris-virginica
+32,6.294137077017664,2.5030888675063743,4.997863349400631,1.8820890386973401,Iris-virginica
+33,6.313370864170686,2.7340237128446754,4.829673725339343,1.8037920300982555,Iris-virginica
+34,4.4020266337672345,3.2115408490714135,1.2960057712342665,0.19869798115312512,Iris-setosa
+35,6.008389149167999,2.1930876768408485,3.9762567295168783,1.0066792258564414,Iris-versicolor
+36,6.321635797970494,3.294418149804121,4.700362425285936,1.6014757526841006,Iris-versicolor
+37,6.511457910247939,2.8072149531061736,4.610055909401694,1.5181620438291292,Iris-versicolor
+38,6.860549360279984,3.2072779205275888,5.7596614220676665,2.3037608166215326,Iris-virginica
+39,6.815345782667062,3.100069241904748,5.127584653745188,2.303756980800865,Iris-virginica
+40,4.627650942161479,3.1464970925727287,1.464479836993678,0.19727248805479156,Iris-setosa
+41,6.098632967284106,2.5971124309296743,5.6037386282452495,1.3996211201740925,Iris-virginica
+42,4.775178694105172,3.3967171972352506,2.1107104874251124,0.19844201496913008,Iris-setosa
+43,6.160530082520948,2.368671416988902,5.001551185847509,1.726192623796214,Iris-virginica
+44,5.689449889283131,3.7937821027245615,1.6698221597586762,0.29946492541828185,Iris-setosa
+45,5.589743276425639,2.4996406317560105,3.876229700817656,1.0587420772879055,Iris-versicolor
+46,5.540007982125989,2.4983834900462534,4.026737599822112,1.2533437596076429,Iris-versicolor
+47,6.516434598874475,3.0,5.800657820964273,2.1862987010338366,Iris-virginica
+48,6.309668809341643,2.6007817272070324,4.9594418185973,1.8306648940971493,Iris-virginica
+49,4.989370660655693,2.000000515871295,3.3925046271379085,1.0051079843470483,Iris-versicolor
+50,4.3,3.0,1.0927755300501272,0.1,Iris-setosa
+51,4.397034509931596,3.224144429439326,1.3104452547218324,0.2008414459786244,Iris-setosa
+52,5.479966044238666,2.4215361062529803,3.751706955468948,1.0041684494512135,Iris-versicolor
+53,6.097846216321275,2.8064114878417605,4.670400345455097,1.1813139418027059,Iris-versicolor
+54,4.804167315958139,3.408461772788737,1.7379000939467855,0.19565168835644026,Iris-setosa
+55,5.476214010251478,4.199999271657392,1.4180448274574509,0.19923942283102192,Iris-setosa
+56,6.049773105127001,2.789792120559078,4.667594907504398,1.1638511157251263,Iris-versicolor
+57,7.698309360650777,2.799731762197803,6.702663453726823,2.0272809546232224,Iris-virginica
+58,5.010160466849813,3.54357331637791,1.4054203442946396,0.199089056541565,Iris-setosa
+59,5.3954807625431185,3.405325230145804,1.515337666070932,0.3772242737084273,Iris-setosa
+60,7.165181169862283,3.1878895221565156,5.986141569163474,1.7859299145480554,Iris-virginica
+61,6.23398055940602,2.7851183413887477,4.82269264574001,1.8014957736296422,Iris-virginica
+62,6.688089516818408,3.111638258443157,4.717412028043236,1.4985996433169375,Iris-versicolor
+63,4.965750351512956,2.0,3.2711526463418292,1.0020233836160828,Iris-versicolor
+64,5.898500706548629,3.214059033544063,4.780600815694525,1.8090691188961516,Iris-versicolor
+65,5.81391888317784,2.7036223397270605,4.1294562102081995,1.0051324567360465,Iris-versicolor
+66,6.470944085791779,3.0,5.755366154751761,2.208773738601414,Iris-virginica
+67,6.212899634512061,3.3982869910205213,5.414700911329405,2.2818628281145257,Iris-virginica
+68,5.486398990057486,2.503368021261802,3.993468792400235,1.3066617039286959,Iris-versicolor
+69,7.9,3.790412711094634,6.377775416792534,2.006810378982838,Iris-virginica
+70,7.691414988846661,2.6052636572012595,6.9,2.298428965555617,Iris-virginica
+71,5.533377727418039,2.421816737472347,3.7588818662151917,1.054288411756471,Iris-versicolor
+72,4.982052219276259,2.0,3.3775961514397252,1.0064346653993306,Iris-versicolor
+73,6.580859952413244,3.0,4.4738055828015995,1.4373826263148204,Iris-versicolor
+74,7.734999194473935,2.5946839264984587,6.899998765665871,2.3143097120554863,Iris-virginica
+75,5.12300724005953,2.5030304873395948,2.905449827847788,1.110128277909657,Iris-versicolor
+76,4.406089826409418,2.9051924894806462,1.4093829556655881,0.19898822837340968,Iris-setosa
+77,4.609328445290784,3.2204009194589758,1.4082448780778587,0.1994806616676166,Iris-setosa
+78,4.3,3.0,1.0990822641584421,0.1,Iris-setosa
+79,7.700306294007589,3.0,6.123343332121815,2.300281471669519,Iris-virginica
+80,5.002256922324856,3.6661214125304906,1.4032924065240902,0.2042761606327305,Iris-setosa
+81,4.581913765439137,3.603717832551957,1.0,0.2027737645344433,Iris-setosa
+82,4.982994939167633,2.0,3.366955725779022,0.9764650929305869,Iris-versicolor
+83,6.506757868622379,3.189309181908073,5.094455213755418,1.988278916050714,Iris-virginica
+84,4.912498413752979,3.1072638720880206,1.52277352515245,0.10000010654866974,Iris-setosa
+85,5.718688640541383,3.0,4.2267588945119625,1.2475330444134054,Iris-versicolor
+86,6.798866067776543,3.200688684827382,5.841504362259723,2.3007189237401096,Iris-virginica
+87,4.856803007000383,3.0,1.4224206168189832,0.1,Iris-setosa
+88,4.3,3.0,1.1060059982399562,0.10000010767452887,Iris-setosa
+89,5.834773121938748,2.972268029742265,4.486607489296296,1.5261678959906897,Iris-versicolor
+90,6.015611840828114,2.199640374686365,4.964178348178131,1.5047512431703518,Iris-virginica
+91,6.239411863015239,3.4009293693822746,5.563672400644175,2.39203063144369,Iris-virginica
+92,5.553857147730634,2.4749159792759414,3.758500685805004,1.0785681245412941,Iris-versicolor
+93,4.3,3.0,1.1020160958107945,0.1,Iris-setosa
+94,6.075179815285894,2.920329388133969,4.622143111462793,1.478099645572729,Iris-versicolor
+95,5.027224138573706,3.409828467076209,1.7782263051034195,0.379866606312762,Iris-setosa
+96,5.018714862836918,2.0,3.549866930372649,0.9894183239702141,Iris-versicolor
+97,6.294540541662832,3.4038270257256333,5.599199720412576,2.400485991242953,Iris-virginica
+98,6.076086521394092,2.831084404322943,4.71773000955684,1.2862647739488244,Iris-versicolor
+99,7.608531852556219,3.0,6.597658885912834,2.082669436847248,Iris-virginica
+100,4.903270731921237,3.1338426898712974,1.5093183555650094,0.1,Iris-setosa
+101,5.111198416514352,3.789571731725017,1.6692909287582167,0.19972598628085145,Iris-setosa
+102,5.189289259738707,3.396919479010115,1.4003432962725981,0.19556345019926294,Iris-setosa
+103,6.021936236682483,3.3923751770767914,4.522853582708442,1.5955757399186228,Iris-versicolor
+104,6.460470315097209,3.1835385822287017,5.192425567025964,2.1765136993131815,Iris-virginica
+105,6.502363695581738,3.0,5.772280371132786,2.212082032704623,Iris-virginica
+106,4.397708023642099,2.900160067265206,1.369657528347492,0.19981899208569376,Iris-setosa
+107,4.805177826410664,3.0,1.3978526098663073,0.1,Iris-setosa
+108,5.233984695643384,2.6605343915525603,3.886347774847083,1.3894598613318059,Iris-versicolor
+109,6.004993007817943,3.3915448102406893,4.505673559503636,1.6029167998991718,Iris-versicolor
+110,5.801323233452383,2.995989197626508,4.220216057469735,1.247905760042755,Iris-versicolor
+111,7.481255744580624,3.0,6.529067760639581,2.0818235032563863,Iris-virginica
+112,6.982609702303509,3.1069722400125124,5.166583431846625,2.2987869963576237,Iris-virginica
+113,4.578022567038884,3.2033225966880754,1.3870276288952768,0.19598686911614327,Iris-setosa
+114,5.015684652087685,3.5848456471997117,1.3976276878830176,0.2027452252946867,Iris-setosa
+115,5.162036236284382,2.6891302839089692,3.8882126402753894,1.4011416715261644,Iris-versicolor
+116,4.606898029658468,3.103486633700599,1.5017378564781465,0.20031187536040151,Iris-setosa
+117,5.0492866879506595,3.785624865157301,1.5847965567882867,0.2028206735869255,Iris-setosa
+118,6.946950267641858,3.160432052497516,5.558222012729599,2.3062613334152466,Iris-virginica
+119,5.804262046696021,2.802420867854607,5.0859490439758295,2.4069046856409364,Iris-virginica

iris/tab_ddpm/0/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.709963467806043,2.7975941992028472,4.516939505875255,1.2946927334629925,Iris-versicolor
+1,5.810059323816423,2.859423958946983,4.379246160422154,1.4129993036642943,Iris-versicolor
+2,5.003409919125086,2.0,3.4949652164759635,1.0203575439508474,Iris-versicolor
+3,4.990758000291516,2.0,3.5794331009590485,0.925484008451162,Iris-versicolor
+4,4.3,3.0,1.0905637928436784,0.10000009007958235,Iris-setosa
+5,5.493683243313319,2.4990484106684936,4.024943897684979,1.2970347363179549,Iris-versicolor
+6,5.976784510312173,2.9072051573495505,4.523798497711003,1.5086560817222532,Iris-versicolor
+7,6.184403603444949,2.2007946916672,4.484891824834149,1.5003786147033622,Iris-versicolor
+8,6.882018188800332,3.1053114790345075,5.132067968096312,2.2881249948037294,Iris-virginica
+9,7.700125791247549,2.5911443860443124,6.9,2.3005839088980773,Iris-virginica
+10,5.467981711673636,3.0,4.501467859161012,1.5070591678421517,Iris-versicolor
+11,6.839340088597518,3.0972495875440607,5.080099548673389,2.296970087464126,Iris-virginica
+12,4.3,3.0,1.0944948493605597,0.1,Iris-setosa
+13,7.6897887971457015,3.0,6.159692075051523,2.265347297696376,Iris-virginica
+14,7.899998953026728,3.769827270504511,6.427654710403307,1.977061444734119,Iris-virginica
+15,4.99590698993696,3.641764716595143,1.3853530609148583,0.20220308186350325,Iris-setosa
+16,4.990257049350984,2.0,3.4162406878186298,0.9180957732247689,Iris-versicolor
+17,5.621651720624457,2.899830611903692,3.6069924391327475,1.3062359252721685,Iris-versicolor
+18,6.129404997036311,2.600743611094275,5.593777034942186,1.424235541496498,Iris-virginica
+19,4.860389096204534,3.0,1.443090014578828,0.10000010200677459,Iris-setosa
+20,5.685194526203615,3.7939395350153067,1.8753907679094235,0.3607392189434165,Iris-setosa
+21,5.602132892525558,3.0,4.502833243639083,1.5040737424434405,Iris-versicolor
+22,5.679110372161427,2.543680367891817,3.925626104452983,1.0931634604513718,Iris-versicolor
+23,7.9,3.7827214434598884,6.399499374080172,2.003365811379174,Iris-virginica
+24,6.298355305406903,2.66310195943758,4.9023469062439355,1.788704948102733,Iris-virginica
+25,5.991553843205129,2.1910418689322313,3.9373919205776637,1.0272504717623139,Iris-versicolor
+26,4.586645743701399,3.097605664625637,1.5001678492790658,0.19707630282289695,Iris-setosa
+27,5.58617199015508,3.0,4.538588098434806,1.5080411762835948,Iris-versicolor
+28,6.304951790996752,3.3941867073174903,5.57852177330269,2.3914664043495204,Iris-virginica
+29,5.871208642973041,3.2073539524333534,4.761895052089666,1.8169589422181096,Iris-versicolor
+30,6.699274785058293,3.0,4.996130252605812,1.6942446443398003,Iris-versicolor
+31,4.300000463102109,3.0,1.101564380865988,0.10000011129143196,Iris-setosa
+32,5.396334122820797,3.9118846205422275,1.2821512912718696,0.3887906773123531,Iris-setosa
+33,4.88564270998618,3.105233992640868,1.48227705034506,0.10000013710218265,Iris-setosa
+34,6.340028911891146,2.4859383718856076,5.030874310709887,1.9177468303438867,Iris-virginica
+35,4.587966940539345,3.5982795816725455,1.0000004630052295,0.19693235300603795,Iris-setosa
+36,5.104440538337034,3.460404421823697,1.3930447795083905,0.19648324120449498,Iris-setosa
+37,7.217265852041975,3.1977678071702837,6.038937804887043,1.7913455941441219,Iris-virginica
+38,5.168488202066592,2.690011555906188,3.9051007913679867,1.4225541954034828,Iris-versicolor
+39,7.191214083434638,3.197063195599157,5.965872002898126,1.8031914825117858,Iris-virginica
+40,4.6024716271689545,3.0999639386990787,1.484157760048568,0.20051935276385355,Iris-setosa
+41,5.114889503238775,2.5029784383629563,3.348777667088788,1.1219678285297099,Iris-versicolor
+42,6.266601738132683,3.3073577468413204,4.6893472712926965,1.6027004268245861,Iris-versicolor
+43,7.717938441354698,2.621693850001566,6.9,2.2975205980569426,Iris-virginica
+44,6.707439558496191,2.511038503552332,5.848417049736856,1.8084146215782442,Iris-virginica
+45,6.846638353881177,3.1657282233240758,5.600786563530561,2.302322636767025,Iris-virginica
+46,5.805324828778314,2.71808734997796,4.13125002880539,1.0299420099099055,Iris-versicolor
+47,6.20379831307027,3.4002485827265656,5.4268803301770205,2.3072802723286743,Iris-virginica
+48,6.82007851928964,3.1271303599191107,5.218447378357723,2.2987035850958213,Iris-virginica
+49,4.98439186321916,2.0,3.561853654567334,0.9370544221498742,Iris-versicolor
+50,7.6956840294348545,2.618714879711953,6.9,2.3049964648805448,Iris-virginica
+51,5.592590154138556,2.488416691277884,3.9215150783640875,1.132920929486347,Iris-versicolor
+52,5.221025003900571,3.402014557528456,1.393845259541535,0.19911171818941698,Iris-setosa
+53,7.706002263366649,2.6077814096125587,6.9,2.3075940527960057,Iris-virginica
+54,5.486894510256696,4.2,1.3887012035690254,0.19655706870203749,Iris-setosa
+55,4.615688986683428,3.2002002505603238,1.3958890405722055,0.1989880009021269,Iris-setosa
+56,6.7042392646845315,3.119944413655259,4.697393462962746,1.4985242387691349,Iris-versicolor
+57,4.81547045112538,3.0,1.4099854270447512,0.1000001010108316,Iris-setosa
+58,5.962952092154065,2.2189838721553015,4.055752664957454,1.008548468538628,Iris-versicolor
+59,5.791120860659344,2.7993637431245695,5.099807470840903,2.403101525657591,Iris-virginica
+60,5.78774774068666,2.6929225631380618,4.096766316613762,1.0047576341683557,Iris-versicolor
+61,4.89921066336775,3.105981785674528,1.5106054002857394,0.10000010733749773,Iris-setosa
+62,5.8204147099762205,2.7160725418547966,5.099051734390967,1.9158853179090132,Iris-virginica
+63,6.841064821696348,3.1823412833085576,5.802640588377443,2.3041129034847883,Iris-virginica
+64,5.804583554977519,2.6947476529423375,5.1111742750128775,1.907223901654884,Iris-virginica
+65,6.077172042183098,2.4879592911976993,5.077456777625323,1.5280501628704284,Iris-virginica
+66,7.704878461531785,3.0,6.126773987478912,2.2876700864186446,Iris-virginica
+67,7.677615971400978,2.585148031047436,6.899998964976703,2.2859027601682684,Iris-virginica
+68,5.0145335641556015,3.0,1.646242938413389,0.1991868399649598,Iris-setosa
+69,6.019196735110152,3.3889383204795824,4.539295868886025,1.607758118441919,Iris-versicolor
+70,6.603249832656389,3.0,4.3808436384935145,1.3987766498374257,Iris-versicolor
+71,6.126528363682273,2.851808150891168,4.7366965894271065,1.3047225187109444,Iris-versicolor
+72,6.261119581383558,3.399590528177081,5.5127718258425125,2.3467147555703813,Iris-virginica
+73,5.54450826231806,2.4503744095764155,3.7966224909933177,1.1027914048166714,Iris-versicolor
+74,6.309873689654611,3.398618930181617,5.607016315413111,2.401282125423113,Iris-virginica
+75,6.891603605879177,3.2049514270084516,5.761511750491606,2.295023698337254,Iris-virginica
+76,4.399326550132864,3.213126910281028,1.3038950728733745,0.20331285459172357,Iris-setosa
+77,6.00458883233927,3.3960375817474016,4.515044178889744,1.6049174334276128,Iris-versicolor
+78,7.593925450870843,3.0,6.616259123074019,2.1109783969932603,Iris-virginica
+79,6.698918250048431,3.0549095703889972,4.762282233094787,1.5526779732731535,Iris-versicolor
+80,6.590589314621569,3.0,4.4110545793862475,1.4100638211204737,Iris-versicolor
+81,6.7118491967998555,2.4916072266856744,5.807102316608836,1.8082791932234004,Iris-virginica
+82,6.853362878928178,3.106805326802487,5.090440852079155,2.297533993491519,Iris-virginica
+83,4.980573958416765,2.0,3.1795351712741176,0.9405877461526034,Iris-versicolor
+84,5.445891901839917,3.0,4.5127583754159435,1.503429515279921,Iris-versicolor
+85,6.31681540675683,3.3991124149869516,5.6127467328537435,2.38933037284373,Iris-virginica
+86,6.219622487364261,3.397310012515311,5.387410564100666,2.3083647267832657,Iris-virginica
+87,5.467398560563025,4.199999013323643,1.3770773127558789,0.19802153690064977,Iris-setosa
+88,7.711633999211869,2.807836654959771,6.701556793930035,2.0035616248819808,Iris-virginica
+89,6.0715132067745134,2.894044203455348,4.640447483196807,1.470605146044137,Iris-versicolor
+90,6.694872204266935,3.0,4.988640821816842,1.695741134099384,Iris-versicolor
+91,6.501770968784038,3.0,5.784635327442397,2.198414368986333,Iris-virginica
+92,5.423370159147573,3.9137821469014096,1.2984607893652993,0.4117024171855693,Iris-setosa
+93,6.485546174558204,3.2128962453391354,5.096898531015225,2.0620586134756698,Iris-virginica
+94,4.609485680129108,3.638013073465852,1.0000004766584036,0.20159627818113005,Iris-setosa
+95,5.496244260384665,4.199999194815305,1.4129884062470002,0.19968820432496598,Iris-setosa
+96,4.846400691775055,3.3965469069033953,1.5322388372831892,0.20471211328726274,Iris-setosa
+97,6.040812002379657,2.2295698296563535,4.152817692084444,1.1449141390298232,Iris-versicolor
+98,5.492374090011891,4.199999190300258,1.3939933865013352,0.20330297756173882,Iris-setosa
+99,4.407591975440064,2.981103243635272,1.405072473599634,0.19962842572221975,Iris-setosa
+100,6.313812416706022,2.707636952304622,4.916748188185645,1.7938433222107837,Iris-virginica
+101,5.620309629422515,2.495506759169738,3.8771934909019716,1.0782027166982935,Iris-versicolor
+102,6.237468982494157,2.197509088769263,4.490898317485174,1.4967016607863712,Iris-versicolor
+103,5.529542702645421,3.0,4.45749479378106,1.481848824798294,Iris-versicolor
+104,4.3,3.0,1.0968183009392398,0.1,Iris-setosa
+105,6.531847273626505,2.798797479602311,4.625691313265149,1.507009850799499,Iris-versicolor
+106,6.798533361918403,3.194307638350813,5.8136881330664325,2.3028188831882006,Iris-virginica
+107,4.580722548588753,3.6572786492172766,1.0,0.20180947305436087,Iris-setosa
+108,5.982859985238932,2.808889958906928,4.622219209601115,1.274567516178177,Iris-versicolor
+109,6.789538570235087,3.200019707821221,5.878682649354157,2.3013963051647983,Iris-virginica
+110,6.509742099938048,2.7849330794634635,4.589479396231181,1.4893925278514315,Iris-versicolor
+111,5.7784130681467625,2.8060826022313465,5.085873264672948,2.401521129480877,Iris-virginica
+112,7.6689616338492215,2.80250021594119,6.688464210533988,2.0338813443490733,Iris-virginica
+113,6.007535266139404,3.4038689609241337,4.5206026697080715,1.608631911997836,Iris-versicolor
+114,5.8847231786388265,2.2815634646291842,4.075739576319724,0.9923830638781329,Iris-versicolor
+115,6.002897699102858,2.17635788567313,3.9725222840549614,0.9695402705970386,Iris-versicolor
+116,6.968354144928762,3.0793510080636626,5.141807977463696,2.301759314125779,Iris-virginica
+117,6.098033767789685,2.598805785139499,5.621392422385425,1.391112629497668,Iris-virginica
+118,5.052476070468772,3.3871669100830326,1.609950265301648,0.45142023999878567,Iris-setosa
+119,4.799845128804164,3.0,1.4041178989970915,0.2857351242943747,Iris-setosa

iris/tab_ddpm/0/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.504692780566295,3.0,1.449885440105553,0.19457623224554976,Iris-setosa
+1,5.480727818551815,3.0,4.489822022778944,1.5086375622964372,Iris-versicolor
+2,6.869878110264622,3.2077247202349524,5.76478887663295,2.303931375328895,Iris-virginica
+3,6.564004779083981,2.960300519623694,4.448390842772639,1.439370632197646,Iris-versicolor
+4,6.657725165461012,3.126737419678263,5.525882468454162,2.1984816998041263,Iris-virginica
+5,6.087505852966722,2.5991546641871413,5.599128722244311,1.4074442317026072,Iris-virginica
+6,6.6828823756743345,3.1153031261571162,4.717044981912045,1.502650564135338,Iris-versicolor
+7,5.94507049945056,2.177799619393331,3.9848086897923287,1.0054553538666424,Iris-versicolor
+8,4.300000607401485,3.0,1.0987062916451198,0.10000017206397172,Iris-setosa
+9,5.129725256207092,3.4131442944343333,1.3800941460374991,0.2023235820371113,Iris-setosa
+10,5.131253154375931,2.5264332665662868,3.1589289593766154,1.1225327927447777,Iris-versicolor
+11,6.21091577223931,2.790601537880335,4.813311205907962,1.785397232921438,Iris-virginica
+12,5.830392869564023,2.71045639900685,5.080830050206858,1.8965484064770326,Iris-virginica
+13,5.46220564742458,3.0,4.48866195148552,1.4906312672859339,Iris-versicolor
+14,5.125840535632578,2.452490036506694,2.9461121865657995,1.0521914904714686,Iris-versicolor
+15,5.11288812284215,3.4943663057581404,1.401391918189868,0.19972376066993003,Iris-setosa
+16,5.610405564761372,2.9023209837280737,3.603375328778685,1.2750687077666192,Iris-versicolor
+17,6.162972225554701,2.7708171739942284,4.84924341074062,1.799627511075394,Iris-virginica
+18,5.609172941707227,2.900822510395298,3.6688300799355598,1.2908264672518617,Iris-versicolor
+19,4.755519425926435,3.389072144160333,1.592963503084575,0.19737999133153394,Iris-setosa
+20,5.536825069415292,2.431607665769177,3.7326558730279786,1.0458139037196044,Iris-versicolor
+21,5.505239029997572,2.4186696354901303,3.7349694152253026,0.9963876546310235,Iris-versicolor
+22,4.999915054691256,3.3986390457016475,1.5944910468484073,0.4274393995570016,Iris-setosa
+23,6.303852455524576,2.5057713880513397,5.006016933760107,1.8910048313623364,Iris-virginica
+24,5.180490050338295,3.441618142751925,1.4022765801838655,0.20020810453666082,Iris-setosa
+25,5.473091554218336,2.5172240895997917,3.939579369775475,1.2936198062651167,Iris-versicolor
+26,4.805365964459201,3.401119390163312,1.7127082893475272,0.1993107553574085,Iris-setosa
+27,6.610725201420756,3.0,4.4028845190266255,1.4042311568578663,Iris-versicolor
+28,4.61743549550807,3.085143780907121,1.4984477122458422,0.1945758657745567,Iris-setosa
+29,6.454987688133819,3.1629296458149856,5.171512442322334,2.093045478478896,Iris-virginica
+30,6.405902817900521,3.2017205901427945,5.289657712518395,2.3066249290251273,Iris-virginica
+31,4.782878891451702,3.399571101547314,1.7865223588446084,0.20392109508481843,Iris-setosa
+32,4.3,3.0,1.095364309113236,0.10000009092437383,Iris-setosa
+33,6.792347704842069,3.2001516750481582,5.858034538907707,2.2849961633553026,Iris-virginica
+34,6.436197221013496,3.1919535019400693,5.127520304595161,2.05647278156532,Iris-virginica
+35,5.708885282776797,2.8136687673822816,4.35968272290699,1.2122709420287134,Iris-versicolor
+36,6.293650723611189,2.6817604290602057,4.90166982974568,1.7920308360816226,Iris-virginica
+37,4.5807173344145244,3.613350761924053,1.0000003601909693,0.19953589664161464,Iris-setosa
+38,4.766535878125373,3.0,1.3910842257154141,0.10000009530795669,Iris-setosa
+39,5.2570770171623,2.664413839501513,3.9394198215776206,1.3979171788056768,Iris-versicolor
+40,5.490631077169102,2.4882528401135384,3.9869273753951,1.2908754742431667,Iris-versicolor
+41,5.656274939631412,2.8770755033907776,3.8601046776745638,1.2904360084712176,Iris-versicolor
+42,6.507073479065403,3.0,5.775808841582714,2.1935354198751624,Iris-virginica
+43,6.303394974106458,3.3982908727241914,5.603475573295519,2.3973752984622907,Iris-virginica
+44,7.9,3.7228997369893317,6.428385671201457,2.0371431440980863,Iris-virginica
+45,5.922987039080146,3.2375903442282397,4.79319870481195,1.782363312910168,Iris-versicolor
+46,7.899998791761746,3.8069301127846304,6.46992636736133,1.9715546935472739,Iris-virginica
+47,4.804207509460667,3.400737552585738,1.7376687003190299,0.201669522276344,Iris-setosa
+48,5.497764143309441,2.491806143236494,3.9815820304801024,1.2913807409968967,Iris-versicolor
+49,4.300000675163403,3.0,1.102120245113272,0.10000012285620169,Iris-setosa
+50,7.67784666111195,2.5977491386456544,6.9,2.271094845894782,Iris-virginica
+51,6.207265039904927,2.797688662594234,4.794210023579006,1.7901349088937297,Iris-virginica
+52,4.602340644141022,3.131563251805133,1.4557348477038794,0.1978393020763148,Iris-setosa
+53,6.202060722759959,2.798050025059697,4.812083655241713,1.794441339627404,Iris-virginica
+54,5.521511456306651,2.4462570846321503,3.739039182488481,1.0277663480279227,Iris-versicolor
+55,6.714831260816484,3.0,5.015621797532253,1.7142245193681953,Iris-versicolor
+56,5.866092838441707,2.8066930821828633,4.566124824964247,1.295605495191607,Iris-versicolor
+57,5.002007785293128,2.0000007877867887,3.6156937548414882,0.9256939635739369,Iris-versicolor
+58,7.602625538734239,3.0,6.584544114243982,2.103276336959383,Iris-virginica
+59,6.189093942596102,3.3961328656389767,5.405422337819243,2.298935875713817,Iris-virginica
+60,6.5097979332817735,3.1734400432338603,5.193569330540775,2.0563815709658337,Iris-virginica
+61,5.464507378543995,2.4749583679572678,3.776245084215783,1.146447449332717,Iris-versicolor
+62,6.314334639384319,3.3041892675923674,5.987820133244374,2.5,Iris-virginica
+63,5.797295868576324,2.6999635154502384,5.0929396295991465,1.8906849268143322,Iris-virginica
+64,6.2868356381018105,3.393632531195203,5.580877206912095,2.4036589015354943,Iris-virginica
+65,6.181017252420166,2.2065417002457983,4.500931644760305,1.4634311603760775,Iris-versicolor
+66,4.300000498891681,3.0,1.0985056006920169,0.1,Iris-setosa
+67,6.300141807502133,3.2940973736923906,4.700376247249606,1.5838213816671212,Iris-versicolor
+68,6.216945893407691,2.80814359658257,4.77050507988186,1.7862014744909682,Iris-virginica
+69,6.115909996405351,2.6041621159262727,5.631957412742885,1.4108944122238045,Iris-virginica
+70,4.80081916735633,3.3994191776365374,1.6530318583129233,0.20244680413727953,Iris-setosa
+71,6.186521393639819,3.3205398876238856,6.098062179623018,2.5,Iris-virginica
+72,4.801893272974485,3.400512830963573,2.0134379028242506,0.19949063402121542,Iris-setosa
+73,5.977832782968346,2.211999443983387,3.9708950324658088,1.0162926939228412,Iris-versicolor
+74,5.56893705499856,2.4841299849441376,3.883445648597757,1.1092165481077332,Iris-versicolor
+75,4.300000575702134,3.0,1.1046922894349784,0.10000010680242039,Iris-setosa
+76,5.876278879084383,2.807340115164587,5.102855515142606,2.3954468456453144,Iris-virginica
+77,5.1704245258792,3.7338728139165656,1.5913857597707775,0.21038617481969854,Iris-setosa
+78,5.815914897033934,2.7029325013920533,5.110411446567547,1.897478714338241,Iris-virginica
+79,5.81142525700153,2.6989520918422785,5.07562888909448,1.8686724238721522,Iris-virginica
+80,5.524328665901733,2.494313517273564,3.829316306631471,1.144112684214115,Iris-versicolor
+81,6.576632023398912,3.0,4.410125020943935,1.408462159053647,Iris-versicolor
+82,7.9,3.8320946615315363,6.367923327917784,1.9924811970953615,Iris-virginica
+83,4.7398655619160985,3.0,1.4100048468067081,0.26283680050818825,Iris-setosa
+84,5.4050600171972025,3.908139007288929,1.2931376802073355,0.42139436098981087,Iris-setosa
+85,6.083678424129958,2.8212146214159874,4.698099149988927,1.2599644717291174,Iris-versicolor
+86,6.072831137362272,2.911642692966061,4.63583670965367,1.435563153623047,Iris-versicolor
+87,5.431370632248753,3.4026247910390577,1.508504779928485,0.4389384458651612,Iris-setosa
+88,5.796213432152511,2.701860982869617,5.107590166287313,1.9227028727948956,Iris-virginica
+89,4.629893791398214,3.546545072542774,1.0000004007512318,0.20193427933969313,Iris-setosa
+90,5.018249226898172,2.000000566156775,3.4953018755330953,0.9178613496311053,Iris-versicolor
+91,4.577476753489849,3.1315518317982307,1.4491414746296507,0.19960127556900553,Iris-setosa
+92,5.47608421813312,4.2,1.4004761579001601,0.19409767804164346,Iris-setosa
+93,5.691519055646563,3.0,4.213022187253406,1.1923322728541697,Iris-versicolor
+94,6.8781624832676105,3.1981486995697406,5.841733910914156,2.3018750328892903,Iris-virginica
+95,5.994065524926328,3.406805558323139,4.534573294036999,1.622258692976356,Iris-versicolor
+96,6.686220596383555,2.4940128235436942,5.7687809181271446,1.791344246964367,Iris-virginica
+97,5.720744781719651,2.822837939602174,4.349752390673968,1.3002923594749671,Iris-versicolor
+98,6.029426089110256,2.20659690557586,4.0209192074000875,0.9062352848935643,Iris-versicolor
+99,4.610646252643201,3.208277296755049,1.393228491809911,0.20066869181277996,Iris-setosa
+100,5.804786340969128,2.6902989390143337,5.092323321715013,1.8934196215163221,Iris-virginica
+101,5.587350536855049,2.465549675199216,3.827837037219612,1.098255977631197,Iris-versicolor
+102,6.17708617081261,2.192769267051129,4.466141310272567,1.4458366759478432,Iris-versicolor
+103,4.989810522633119,3.0,1.6206851687097337,0.1971393862336843,Iris-setosa
+104,4.922598942320003,3.1027388648692447,1.4809038743107674,0.1,Iris-setosa
+105,6.693449378101104,3.0,4.989530390427355,1.6982401915463456,Iris-versicolor
+106,6.089770620831834,2.8626068409191823,4.706525219164713,1.2649650851461853,Iris-versicolor
+107,5.930229775807756,3.200358711715033,4.788144794132923,1.770217649009235,Iris-versicolor
+108,4.993326317196478,2.0,3.2859383304349956,1.0020355538679497,Iris-versicolor
+109,6.108311845791407,2.845709263726012,4.718709699432226,1.3190463285890763,Iris-versicolor
+110,6.0855381409263,2.592963901399297,5.623025091739043,1.4180594251344427,Iris-virginica
+111,5.660095710801394,2.789692271832323,4.491594575095321,1.2964000111196683,Iris-versicolor
+112,7.683291708379016,2.6062008914328296,6.9,2.3027516876078153,Iris-virginica
+113,6.18232214671501,3.4039802665742545,5.469672875786149,2.3127356383473434,Iris-virginica
+114,4.397941843075094,2.900148857049193,1.4052768594462492,0.1965970298028059,Iris-setosa
+115,5.409384761284322,3.4014511567006447,1.5155038842194477,0.4351879652719931,Iris-setosa
+116,5.216903993679805,2.698526181519533,3.9213752050746016,1.3952602134007757,Iris-versicolor
+117,6.864879977051783,3.200741223792268,5.799318112637615,2.2973631021659866,Iris-virginica
+118,5.190092892552912,2.72011012765455,3.8985110021634,1.3988265472708061,Iris-versicolor
+119,6.152099434913106,2.8694246873761715,4.565328520709378,1.4785420498984254,Iris-versicolor

iris/tab_ddpm/0/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.000816575541463,2.000000508560013,3.5482544185598246,1.0190985604184672,Iris-versicolor
+1,6.690875835509054,3.114487963662879,4.7190169529462676,1.4977157784527886,Iris-versicolor
+2,4.994224182982556,3.4012711856434774,1.5987473773217018,0.382604249955755,Iris-setosa
+3,5.209867196745559,3.405447450121451,1.4052970672009175,0.20272187055608265,Iris-setosa
+4,7.191959020949967,3.201162016626192,5.993389045814775,1.8048924840283243,Iris-virginica
+5,4.590673346247581,3.6080247718454395,1.0000006162694524,0.19846015687646298,Iris-setosa
+6,5.515883312732683,2.414591105660034,3.6941820338820075,1.0062309694908207,Iris-versicolor
+7,5.77537357316637,2.7032577415684598,5.106969849576577,1.9076010627442535,Iris-virginica
+8,5.028030592403506,3.3709055517224953,1.6888247847688749,0.44807144030179935,Iris-setosa
+9,6.487793034282618,3.0,5.777996554838491,2.1861718647428505,Iris-virginica
+10,6.1105007238537565,2.604387752957988,5.623068161688373,1.4078080081310609,Iris-virginica
+11,7.172304607873963,3.185869950409558,6.050280977460755,1.8278984832597216,Iris-virginica
+12,6.5388637211783625,3.221766611909575,4.7209638813690376,1.5402344755642767,Iris-versicolor
+13,6.528837580987765,3.197172684798927,5.104468599921294,1.9696922683074907,Iris-virginica
+14,7.181940505225058,3.2130061530911904,5.983568569324725,1.804667090723516,Iris-virginica
+15,4.5674781573448655,3.1340772641478165,1.475032236932895,0.20014542807744273,Iris-setosa
+16,6.187110404579156,2.791084030517443,4.829626898902946,1.8024663641609593,Iris-virginica
+17,5.77998133608519,2.7928472149469536,5.095289583255991,2.4099673916426694,Iris-virginica
+18,5.5088294913338665,4.2,1.4121787907736503,0.20397805303902197,Iris-setosa
+19,5.2181030147477845,2.702801583294356,3.8759098439489903,1.3935235293221233,Iris-versicolor
+20,6.510737001094197,3.204554101081561,5.077987545173752,2.0114491728699093,Iris-virginica
+21,5.813298641243491,2.811222974165552,5.1041245972883305,2.3996200098676503,Iris-virginica
+22,4.7926937867744375,3.3975400094155277,1.6413738697247517,0.20156503708960194,Iris-setosa
+23,4.588535770695685,3.6299484537533875,1.0,0.1995682670326902,Iris-setosa
+24,5.491518536415984,4.19999896075796,1.3997770666404517,0.200300408402677,Iris-setosa
+25,5.811577211085609,2.8095638888642878,5.095932642010793,2.393610938230386,Iris-virginica
+26,5.050044387675784,3.5180380996707417,1.4062248003629265,0.20482323323997684,Iris-setosa
+27,5.2083377560427335,3.40010518180705,1.40564854517248,0.1986997169803465,Iris-setosa
+28,5.977077775400577,3.4008821941138514,4.457300545045249,1.5748981575099457,Iris-versicolor
+29,5.794697474442104,2.8117696538510732,4.559400089772282,1.3402779027591416,Iris-versicolor
+30,5.675895306688677,3.7807085532763973,1.6728573997152854,0.32676028055723066,Iris-setosa
+31,6.669747382697935,3.0,5.01337303363078,1.6849647239650065,Iris-versicolor
+32,5.216223545178676,3.401306802122285,1.4080619578633118,0.2010256925076408,Iris-setosa
+33,5.642884887035475,2.919859477751463,3.807941153001584,1.3061477555121175,Iris-versicolor
+34,4.300000477401753,3.0,1.1003198000603307,0.1,Iris-setosa
+35,5.510384231138981,3.0,4.523318945715926,1.5027442263225543,Iris-versicolor
+36,5.695621818068082,3.783250358941613,1.5967606206083687,0.27507587173734804,Iris-setosa
+37,6.7073544972124965,3.1198739430401345,4.698536941813824,1.5059819908529144,Iris-versicolor
+38,6.320834437675504,3.287750768007206,4.678857642607725,1.5817317543947025,Iris-versicolor
+39,6.01353573110425,2.9263958723216823,4.548939356926927,1.4977779927747443,Iris-versicolor
+40,6.865263985109362,3.200040706756175,5.693288013542258,2.3040138149339047,Iris-virginica
+41,5.086233743655543,3.283097754658865,1.704149338003442,0.4396501525170514,Iris-setosa
+42,7.7469733184418486,2.5850377900413863,6.9,2.3203826272970223,Iris-virginica
+43,5.033555452286001,3.6071271571358565,1.397065537983221,0.20131211889376027,Iris-setosa
+44,5.006511924173303,3.0,1.5955352678455255,0.201133645459774,Iris-setosa
+45,7.602590259580694,3.0,6.610350566559167,2.06988109107473,Iris-virginica
+46,4.772388511709144,3.4010206813322292,1.5876992535225756,0.19869825422082493,Iris-setosa
+47,6.099939936492311,2.8849250953379815,4.699350775012038,1.3528130031145384,Iris-versicolor
+48,4.884904731417483,3.0886407352978087,1.4914863581699935,0.1,Iris-setosa
+49,4.599217079046915,3.567820171745308,1.0000004278382424,0.20002467855302392,Iris-setosa
+50,6.425679127843904,3.2565158602070134,4.6822622789211525,1.5788163148434398,Iris-versicolor
+51,6.001926544099369,2.1883413401058105,4.99466047879176,1.5008777876426,Iris-virginica
+52,5.20168302674782,2.4835943267618843,3.201485794228094,1.0672003776689283,Iris-versicolor
+53,5.80149336989737,2.6884467729557864,4.012998438794055,0.9178771750196149,Iris-versicolor
+54,5.48982466806416,4.2,1.4132191070649984,0.19633219173805674,Iris-setosa
+55,5.672374956412024,3.0,4.519238875503566,1.5083407356086544,Iris-versicolor
+56,4.624947186284031,3.602342140254292,1.0000003681711704,0.2067084577787092,Iris-setosa
+57,5.04683596335375,3.5518898264694037,1.4071037427022646,0.19874003030330617,Iris-setosa
+58,5.496511209238292,3.0,4.503598274821117,1.4770489613923132,Iris-versicolor
+59,6.527551951100284,2.829646167496464,4.601065902319705,1.5141510083242498,Iris-versicolor
+60,6.715445979052441,3.0924622299880133,4.6718345952933085,1.5046348791458195,Iris-versicolor
+61,6.051865500710885,2.9144714351478185,4.619805671675092,1.4434094444610144,Iris-versicolor
+62,5.293557473600694,2.6030944496723754,3.8675444871175353,1.31095185344033,Iris-versicolor
+63,6.694557058515712,3.105565205677573,4.7074450255061935,1.5048686372975904,Iris-versicolor
+64,4.796219342892508,3.0,1.4008632779471222,0.36271396948304785,Iris-setosa
+65,5.687121343910756,3.7759154842690807,1.6451440218583917,0.3128485771880529,Iris-setosa
+66,5.539492424746309,2.4308852404849124,3.824670697998901,1.1449613635785874,Iris-versicolor
+67,4.596855807996461,3.617403082219408,1.0000003993113267,0.1977033313807884,Iris-setosa
+68,6.8491765243220275,3.155936596398406,5.183651285008661,2.3047333518598236,Iris-virginica
+69,4.792697927491872,3.0,1.4059394809951868,0.37148558886265154,Iris-setosa
+70,6.205368040273392,2.796852997544739,4.815290753964232,1.800829534098662,Iris-virginica
+71,5.118118634014684,3.4915370050972525,1.3984534170223961,0.2026042417486695,Iris-setosa
+72,6.194664509585357,3.3965360840245458,5.457759545638377,2.303689765782513,Iris-virginica
+73,5.866258175588216,3.184825592842064,4.772976831884148,1.7562550254760603,Iris-versicolor
+74,4.998336979096351,2.0,3.5071112225733243,1.0029073578765095,Iris-versicolor
+75,5.01290312541528,2.0000005562770404,3.4738409388493237,0.8689984198080659,Iris-versicolor
+76,4.826108663359749,3.0,1.3998976516910713,0.27337453519782,Iris-setosa
+77,4.40671014277869,2.9084825642470853,1.402627974715576,0.1990031598299099,Iris-setosa
+78,6.490231907305078,3.0,5.800090351946661,2.1880686317739055,Iris-virginica
+79,5.520846286859016,3.0,4.465419740125825,1.492878362047179,Iris-versicolor
+80,7.20961544940399,3.201563079833423,5.95472729633696,1.7813985156311278,Iris-virginica
+81,5.238984843280557,2.7537072651162706,3.9899023947703296,1.4131532441593213,Iris-versicolor
+82,5.967481867743936,2.1893811865602757,4.975708189898695,1.4883502000617959,Iris-virginica
+83,5.883594188111202,3.1988003649229757,4.810866072858159,1.781435935581308,Iris-versicolor
+84,5.09856656761959,3.296365075863457,1.6375443943301908,0.46354895618921055,Iris-setosa
+85,6.014905874175564,2.303066114355343,5.222809084071583,1.4915257299742006,Iris-virginica
+86,5.393011690816903,3.0,4.478029080188304,1.496904137796052,Iris-versicolor
+87,6.085388339938826,2.911508668395876,4.699521943919637,1.409160932574161,Iris-versicolor
+88,7.217783052394178,3.1715625741586617,6.078934498608275,1.8177308136621908,Iris-virginica
+89,7.702778824353218,2.8181427580408487,6.6893450038279685,1.992138440731143,Iris-virginica
+90,4.397725044603954,3.203353975933586,1.3172407987461754,0.20161284838741889,Iris-setosa
+91,4.815401229073193,3.3962044826008126,1.7987853805715377,0.20002653228692607,Iris-setosa
+92,5.69064136377317,2.8916250109732844,4.1816370067840465,1.2817877755546563,Iris-versicolor
+93,6.850397639669512,3.0854557206184285,5.076604786864678,2.2960384154544045,Iris-virginica
+94,4.9817275007361985,3.0,1.585800457025297,0.19932710964896655,Iris-setosa
+95,4.801036952253263,3.403382741926483,1.6016994940613545,0.20143132360251145,Iris-setosa
+96,6.351990276124275,2.6841992789657745,4.905760664214324,1.7889450106162041,Iris-virginica
+97,6.480824876213812,2.794739272140214,4.610339572754936,1.490357337432505,Iris-versicolor
+98,5.504506280975124,2.501629505103285,3.9734536673330307,1.2893041022118645,Iris-versicolor
+99,6.308734359587035,2.4951141899353724,5.008659018655319,1.8954154178168547,Iris-virginica
+100,5.787138333097417,2.8065791884523663,5.139200434626889,2.4025126904441536,Iris-virginica
+101,6.11335684851376,2.6000936985574397,5.624326827094573,1.3962396774077237,Iris-virginica
+102,5.52338877831458,4.199998624806646,1.397691602670072,0.20409803458155223,Iris-setosa
+103,7.715068230610948,2.7844249884169106,6.71306709291408,2.0034358371048753,Iris-virginica
+104,6.4034133427626685,3.194640185843675,5.3625104906399415,2.305895460221044,Iris-virginica
+105,6.293166645564402,3.310386964603445,5.9605083960363,2.499999817509379,Iris-virginica
+106,5.450785174845163,3.0,4.51948976293285,1.5146572476362181,Iris-versicolor
+107,7.8999989784867415,3.8128607254037528,6.39208629871606,2.0379234940674325,Iris-virginica
+108,5.513173448621015,3.0,4.536394885110815,1.5071140787372943,Iris-versicolor
+109,5.180525825723956,2.5525854254410745,3.6522676117424093,1.2758072543926846,Iris-versicolor
+110,6.001279936033542,2.191814799683626,5.002111742907695,1.4931679841939944,Iris-virginica
+111,4.5709298917130665,3.614213173307525,1.0,0.19738105522268157,Iris-setosa
+112,6.804622754095079,3.2044913232926038,5.786334089866865,2.308082581593968,Iris-virginica
+113,5.4228937977579825,3.0,4.4995664799661705,1.500112268946785,Iris-versicolor
+114,5.870743320692282,3.184063208362938,4.797791360767688,1.7713624230574248,Iris-versicolor
+115,5.364610122467997,3.4006195484271524,1.5211706008491488,0.4151295271170858,Iris-setosa
+116,5.791363097806722,2.7040859484256905,5.086113613823525,1.8965724891447768,Iris-virginica
+117,5.012779060206527,2.000000634445491,3.338538319054723,1.017643886323197,Iris-versicolor
+118,7.724305739663317,2.5908259919472796,6.9,2.3118412591775717,Iris-virginica
+119,6.0718592724370675,3.381360591573646,4.5404149067811606,1.5825086556055201,Iris-versicolor

iris/tab_ddpm/0/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7866526075672184,6.371256000060691,2.009469792209406,Iris-virginica
+1,4.604342504761906,3.168056002452352,1.4146439682667518,0.19795056060439678,Iris-setosa
+2,5.217605414353961,2.712417736761346,3.934708965369735,1.3921248086527798,Iris-versicolor
+3,6.705226812772764,3.0849449313455777,4.680433303190331,1.4754734819146607,Iris-versicolor
+4,5.205425810147483,2.5049792405294458,3.3947744594861513,1.121884231845718,Iris-versicolor
+5,4.596718614245277,3.1732101850252907,1.3832044219100168,0.20226295964077717,Iris-setosa
+6,5.683342968297475,3.8127383731499886,1.6349229904232112,0.2763480197349064,Iris-setosa
+7,5.167260923979533,3.4031537894141737,1.409328204336341,0.20037611767933697,Iris-setosa
+8,5.103022310798622,3.492122856488373,1.403327286342763,0.19818205204754277,Iris-setosa
+9,7.190545836101303,3.1917846053214025,5.981278170926442,1.8153582868198093,Iris-virginica
+10,6.89852171693377,3.2137356931716337,5.7390815381481115,2.3034906078509993,Iris-virginica
+11,5.203271032205173,3.4000766972143492,1.4030732857809944,0.2035918183684058,Iris-setosa
+12,7.899998535975845,3.7909735077118984,6.3525845311116695,1.9813839034131573,Iris-virginica
+13,5.683598787231958,3.0,4.204149272314007,1.2210956387962453,Iris-versicolor
+14,4.977053149211333,2.0,3.3910021938171013,1.0108543216685635,Iris-versicolor
+15,5.811079823530613,2.7071721465012453,5.09941168251864,1.954791904258167,Iris-virginica
+16,7.70864793335171,2.8110562092167783,6.716786231879995,1.9803124602702835,Iris-virginica
+17,6.45028578197951,2.8057289429922685,4.551572496163267,1.4933076736425734,Iris-versicolor
+18,6.286975144056235,3.399117203596816,5.580434830711759,2.3934145365837534,Iris-virginica
+19,7.0035131613302495,3.166779082548017,5.69267021408071,2.3120311980010264,Iris-virginica
+20,6.003194181644745,2.1919298652118724,4.993243737716292,1.501036765744371,Iris-virginica
+21,6.29257598013766,3.4025521627188335,5.560426860084816,2.381876017990291,Iris-virginica
+22,6.322393359012037,3.2903034774141426,5.945006554930969,2.499999757916782,Iris-virginica
+23,5.413767562090172,3.897035199068762,1.3010269906359344,0.38101497460220357,Iris-setosa
+24,5.514371929545379,2.4425418413662037,3.706965462386935,1.005404347025292,Iris-versicolor
+25,6.634647964703713,3.0,4.422638398477855,1.4202112511535565,Iris-versicolor
+26,5.0752092626179115,3.2702284715792564,1.5936595881788533,0.45022113730340374,Iris-setosa
+27,4.79753815658061,3.4004993723889916,1.73338945858536,0.2006245927128336,Iris-setosa
+28,6.433433845706296,3.009444495593205,5.631714335089811,2.2333178606058537,Iris-virginica
+29,7.702904044245111,2.8307428685190383,6.703131009499404,2.01324317631696,Iris-virginica
+30,6.321264222015341,3.402300724513646,5.576823592231718,2.395533657939586,Iris-virginica
+31,6.263791036672639,3.3094510484640494,6.04723783812189,2.5,Iris-virginica
+32,5.912111558621751,3.1987719122188274,4.794735099527035,1.7946092283968684,Iris-versicolor
+33,6.571303720454186,2.8025801023649133,4.629744748015855,1.500406487695482,Iris-versicolor
+34,5.6892381840974595,3.0,4.20249909807227,1.1956695469097958,Iris-versicolor
+35,5.5849315752064745,2.4968927528008393,3.951732341053704,1.1418521405319297,Iris-versicolor
+36,6.25733223785864,3.39889656313577,5.475941966512296,2.3598368749847736,Iris-virginica
+37,6.713084555693525,3.0,5.005857883892798,1.6862506231607548,Iris-versicolor
+38,4.8014007965278145,3.3995059239642815,1.8460682975883556,0.20049697873322797,Iris-setosa
+39,5.193605434130579,2.6987339003186213,3.901746177622474,1.395177384937093,Iris-versicolor
+40,4.606122919625647,3.1011231945680025,1.5086138486962641,0.19960711629624833,Iris-setosa
+41,6.237718034287568,2.7614943143279387,4.847728883033403,1.8124441861140042,Iris-virginica
+42,6.324863465488212,3.3921927481441525,5.59385182249198,2.3920429708696926,Iris-virginica
+43,4.62594685103252,3.2193605938414107,1.4043922729311016,0.19675714354100504,Iris-setosa
+44,7.190493357875959,3.2097663823192484,5.969429976852273,1.80099421338334,Iris-virginica
+45,4.805862986378446,3.3995742509663605,1.7663218744161024,0.1983954288111438,Iris-setosa
+46,5.737804518426414,2.784757457627917,4.262159982953174,1.0880137106384038,Iris-versicolor
+47,4.3,3.0,1.0943608264015339,0.1,Iris-setosa
+48,4.604070008388603,3.103615247506091,1.5050027344757981,0.19951745764895834,Iris-setosa
+49,6.326898637040443,3.2849935249500417,4.701128001604781,1.5952229094747163,Iris-versicolor
+50,6.205740450140948,2.20879987284499,4.510929506724477,1.4806932704173128,Iris-versicolor
+51,4.994001654585362,3.0,1.5939452826353744,0.19912438250047992,Iris-setosa
+52,5.010023047244691,3.4008223479516744,1.7682233204967304,0.39446962327133617,Iris-setosa
+53,4.611431915709513,3.611404147307896,1.0,0.20308288903705202,Iris-setosa
+54,4.961584368752581,2.0,3.5361278315104006,1.00347105819097,Iris-versicolor
+55,5.588919808381437,2.897725460222296,3.531820190301814,1.3021377151678408,Iris-versicolor
+56,6.8046355393596425,2.8055981100890426,4.802273777367386,1.396994473771168,Iris-versicolor
+57,6.003154006424819,2.893060064570231,4.488163718949229,1.5035886203693332,Iris-versicolor
+58,4.588679506476394,3.6514052854776327,1.0,0.196405471734925,Iris-setosa
+59,4.992092780409007,3.663702098084386,1.4119168206363133,0.19975304709006045,Iris-setosa
+60,6.790660815084541,2.8400478063940784,4.81534238634755,1.4236645089483282,Iris-versicolor
+61,6.114146687255814,2.8830211461812048,4.699017258105847,1.3539487234992063,Iris-versicolor
+62,5.216244498419225,3.398672999281747,1.4015365377418976,0.19822398676300257,Iris-setosa
+63,7.714904397649675,2.6038287364217605,6.9,2.3048251272271223,Iris-virginica
+64,6.007368658210407,2.1913361578087787,4.010446334579445,1.0041510553667188,Iris-versicolor
+65,4.300000454462001,3.0,1.1048591532515497,0.10000010219880028,Iris-setosa
+66,4.40301763175051,2.909587522578617,1.3935345096932175,0.2016857880383552,Iris-setosa
+67,6.597301392583523,3.0,4.440772143226803,1.4294227950584528,Iris-versicolor
+68,6.850909458291547,3.1777286660754096,5.8297088825863455,2.303996861232274,Iris-virginica
+69,5.670049594511669,3.805500187102785,1.596516203452013,0.30695097514108344,Iris-setosa
+70,6.318877051612086,2.686486813381181,4.904087141180451,1.8031922308684232,Iris-virginica
+71,6.697982536453666,3.0,5.001644413037381,1.7022633531269467,Iris-versicolor
+72,6.268327080664423,3.298757546103255,6.030753628263923,2.499999753691724,Iris-virginica
+73,6.52819354548397,2.826780438523711,4.62821892059809,1.5098849824977958,Iris-versicolor
+74,5.800371503114037,2.714577741927223,5.0947730464462335,1.9098351338841597,Iris-virginica
+75,7.696408051062661,2.8046723815595738,6.703772546114279,1.9996936181962153,Iris-virginica
+76,6.897906752453102,3.198176551183159,5.686656602368877,2.2944691115816296,Iris-virginica
+77,7.69826641513763,2.8042588092397893,6.690674035194654,2.025431777563191,Iris-virginica
+78,5.269509656899642,3.4062302695729523,1.4118589134052006,0.24355995564572924,Iris-setosa
+79,6.494651257667516,3.191764552601704,5.090840639913002,1.9865955048576645,Iris-virginica
+80,6.000164028945992,2.200257581288332,4.038947655794409,0.9639812587730403,Iris-versicolor
+81,4.300000723524798,3.0,1.0857514227559697,0.10000009471953392,Iris-setosa
+82,6.382715187419849,3.204008559640976,5.287385131853747,2.2986375722327668,Iris-virginica
+83,6.692079798463849,2.500805928335107,5.879029381201096,1.808816958689258,Iris-virginica
+84,5.484763530639052,2.497490386959976,4.020013635318211,1.3081326049314603,Iris-versicolor
+85,4.938637333074607,2.0,3.5722008657155864,0.9333946813028017,Iris-versicolor
+86,4.61708530708713,3.630970555694628,1.0,0.1943770312424367,Iris-setosa
+87,6.3917052281508155,3.2003295991444163,5.291450946431932,2.312096223806175,Iris-virginica
+88,6.270170120256306,3.385433256692288,5.45880610310905,2.28110976054513,Iris-virginica
+89,4.840927982255304,3.0147051597539694,1.4579364060152273,0.10000009046660827,Iris-setosa
+90,5.690628638271722,2.592569149494129,3.974355117448815,1.057129247673777,Iris-versicolor
+91,5.779954892015051,2.706704961774825,4.1090275940494365,1.0217448996347858,Iris-versicolor
+92,5.161422602242943,3.409670101773146,1.4055342312970933,0.19765462888275995,Iris-setosa
+93,4.300000627296662,3.0,1.0991752903228615,0.1,Iris-setosa
+94,5.606937858490768,3.0,4.501782719694542,1.4670337932953585,Iris-versicolor
+95,5.195194171731651,2.5305505175486407,3.492542457795512,1.1574834048246008,Iris-versicolor
+96,5.764254233280603,2.7001619779146715,4.073649581616341,0.9530359341690836,Iris-versicolor
+97,4.804932283110026,3.0,1.3970339567992482,0.1,Iris-setosa
+98,5.7073649514224165,3.0,4.194274375200924,1.1953781249603805,Iris-versicolor
+99,4.38938256359248,2.887455713448285,1.3739898175403442,0.1944105535689824,Iris-setosa
+100,4.869260887377402,3.079351815710867,1.4615563335876864,0.10000010713406325,Iris-setosa
+101,6.004680639118446,2.210954073501062,4.988405037240042,1.4970583879087533,Iris-virginica
+102,5.765141622711743,2.7891333850478794,5.0850686428310246,2.3926606323116437,Iris-virginica
+103,7.681081763215206,2.600878188788579,6.9,2.3095058929104377,Iris-virginica
+104,6.389688840909211,3.2046774232243487,5.286515474679817,2.302565856535667,Iris-virginica
+105,5.785048130060977,2.694737907188348,4.105832740865037,0.9493241130232691,Iris-versicolor
+106,5.6763041820209414,3.0,4.168353291701416,1.2116042809058327,Iris-versicolor
+107,6.215705908111924,2.803552162754317,4.831844632768888,1.8240694047218353,Iris-virginica
+108,4.300000538809063,3.0,1.1046891935878782,0.10000011147946195,Iris-setosa
+109,7.720083998786284,3.0,6.136774932715368,2.310738634461826,Iris-virginica
+110,4.3,3.0,1.0939242084009884,0.1,Iris-setosa
+111,6.096252171203066,2.5937746890093587,5.5911190663270345,1.3979664595889432,Iris-virginica
+112,4.798899616826015,3.0,1.3951510019023603,0.1,Iris-setosa
+113,5.792114360942141,2.714593845333298,5.092710521671832,1.911303095174388,Iris-virginica
+114,6.691082040448967,2.4753643637258422,5.771032318702312,1.784728566943768,Iris-virginica
+115,5.79897975005147,2.7059114889537312,5.096272031168033,1.8969449754642183,Iris-virginica
+116,5.825585722880303,2.7029056680035697,4.205331478246535,1.011756236402098,Iris-versicolor
+117,4.397322109543464,3.175821246701463,1.3093465105006703,0.20075592895129257,Iris-setosa
+118,5.788372611624292,2.695826003967018,5.099375750202539,1.9087107190447972,Iris-virginica
+119,5.071085413498662,3.4667589056823367,1.39796211942572,0.19802347315647745,Iris-setosa

iris/tab_ddpm/0/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.114817670442417,2.6025446086300774,5.601739244446876,1.3919335016793422,Iris-virginica
+1,5.409524804847659,3.92017552182813,1.2797027089063187,0.3943023156143709,Iris-setosa
+2,6.7062246027479135,2.4804717769599764,5.789002303496489,1.7930447069718025,Iris-virginica
+3,6.398529975975209,3.1945080469032523,5.28184255265334,2.282551528271229,Iris-virginica
+4,6.280301302903252,3.4067022446390895,5.595929874698674,2.4014499483895078,Iris-virginica
+5,6.904671241346711,3.2062591291318254,5.7742649212788315,2.2519689369467515,Iris-virginica
+6,4.598049023729506,3.085634833426254,1.5131286947209963,0.200735251587672,Iris-setosa
+7,6.288909166842539,2.7096851984994976,4.882413991163528,1.808659584424224,Iris-virginica
+8,6.788728748174369,2.8076216256873314,4.832211152917497,1.4146843088317484,Iris-versicolor
+9,6.300850249120196,2.4974808638185197,5.018925521115553,1.8939999974538084,Iris-virginica
+10,4.89329446870409,3.072312034273047,1.5030731504630221,0.1000000986368305,Iris-setosa
+11,6.021587019926385,3.396653898972569,4.491369231913485,1.6027040810272055,Iris-versicolor
+12,5.815963023517478,2.827739265489199,4.5104522882417255,1.3576680662223939,Iris-versicolor
+13,6.71110731835501,3.0,4.987874080567743,1.683762112584753,Iris-versicolor
+14,7.708670456746623,2.7994401779755798,6.708201788607052,2.0208568335213952,Iris-virginica
+15,4.30000047600233,3.0,1.0981302580284016,0.10000009386768373,Iris-setosa
+16,6.104845547307946,2.900735602044382,4.696205847954588,1.4179370153733704,Iris-versicolor
+17,5.754940108268844,2.6969738770529474,5.099713592316079,1.8922975391755128,Iris-virginica
+18,6.596148479718073,3.0,4.426566310660443,1.40322658947184,Iris-versicolor
+19,6.232856667817776,2.7878773955921226,4.814200615538543,1.7973027878895458,Iris-virginica
+20,5.775288719143514,2.707809973978618,5.110280407807188,1.899407166422617,Iris-virginica
+21,6.095069970096202,2.591135303205171,5.610616908973958,1.3946832651934895,Iris-virginica
+22,5.518591439712772,4.199999089525868,1.4091095431227822,0.1998135277813869,Iris-setosa
+23,4.606447320473795,3.1877849316010414,1.3984334909176845,0.19818538812529576,Iris-setosa
+24,6.6978526782550425,2.5030762773592965,5.8246409240316614,1.7853468495082438,Iris-virginica
+25,6.691708452731,2.5102475080875823,5.73180806178101,1.8117166681621808,Iris-virginica
+26,5.788235922135743,2.8091397979002926,5.084799787871282,2.398483699256682,Iris-virginica
+27,5.724303658534097,2.920564215011927,4.226857153703135,1.2854284439160573,Iris-versicolor
+28,5.835948810796417,2.7059409760953477,4.070447378708293,1.0200029545951508,Iris-versicolor
+29,6.290540143705048,3.307861382762601,5.998515793061224,2.5,Iris-virginica
+30,6.248999262115167,3.400581045227291,5.518235106580366,2.389294617511255,Iris-virginica
+31,7.669517252130615,2.6114775547882947,6.9,2.2913811097395644,Iris-virginica
+32,6.306003496081336,2.508019256578668,5.001206547645031,1.8992220418241033,Iris-virginica
+33,4.592352808923376,3.5997083201502065,1.0,0.19723570441239285,Iris-setosa
+34,6.941117619893664,3.19282639706613,5.672365659160001,2.300349213874933,Iris-virginica
+35,5.09053149496783,2.50623401619385,2.9335561023531653,1.0882820490093223,Iris-versicolor
+36,6.802759160016601,3.1304198848365234,5.252833117796801,2.309404861378214,Iris-virginica
+37,5.034935811316819,3.572580021870673,1.3976734223097316,0.20052583275200833,Iris-setosa
+38,6.313341485818264,3.296341733923019,6.021790633785259,2.5,Iris-virginica
+39,5.707518070936465,3.778142166310676,1.6750882358088848,0.27546122453877725,Iris-setosa
+40,4.965470185361469,2.0,3.581581766709682,1.0119538498239453,Iris-versicolor
+41,6.258427735772224,3.396403487720691,5.58728578502303,2.3803452342110454,Iris-virginica
+42,4.6113139384323265,3.1770663221769047,1.4181847084955306,0.19911854083089509,Iris-setosa
+43,5.913088176139771,3.2061468847902654,4.787478180106999,1.8055395089251316,Iris-versicolor
+44,5.624113446086842,3.0,4.515256745158557,1.5055066694946562,Iris-versicolor
+45,4.300000522503297,3.0,1.103054804544006,0.10000010129868954,Iris-setosa
+46,5.104964804216149,3.2951987480106455,1.824589368643388,0.42768448765048006,Iris-setosa
+47,5.205776578206924,3.405331622060625,1.4022608076025282,0.19722470399239928,Iris-setosa
+48,4.517903784360923,3.194151373782569,1.3832464082970366,0.20192970896446108,Iris-setosa
+49,5.822568794594502,2.70987699312888,4.092093401552709,1.0042599524764673,Iris-versicolor
+50,5.837638267317043,2.7788117404201476,5.0825453678672465,2.3746188717108088,Iris-virginica
+51,6.358631460789825,3.275910445558833,5.984648034086869,2.4999997426598246,Iris-virginica
+52,4.300000524574433,3.0,1.1051476252961214,0.10000011739329433,Iris-setosa
+53,5.526156610366854,3.0,4.483055180969333,1.4924286929666462,Iris-versicolor
+54,6.809945386065717,2.791055166815625,4.826291166474473,1.401762327718043,Iris-versicolor
+55,6.01152739972523,2.210396847630686,5.004717787671742,1.4952085608750008,Iris-virginica
+56,4.400475644699736,2.947421691134301,1.3788066111156163,0.2008476999302136,Iris-setosa
+57,5.655502939881815,3.0,4.501048102053135,1.4922223989577368,Iris-versicolor
+58,5.509135353411804,2.5000676103685513,4.011089708484545,1.3151601514262137,Iris-versicolor
+59,4.7822207420536555,3.3921174648895716,1.9129464112775931,0.19873553690893264,Iris-setosa
+60,6.216735046551109,2.8161248575810474,4.65591438035627,1.282429719618872,Iris-versicolor
+61,7.9,3.8316070063441057,6.427270347134066,2.0244022779922726,Iris-virginica
+62,6.2405594800270485,3.327618814340978,4.691380171058925,1.5997871624824915,Iris-versicolor
+63,5.152480964268092,3.4044231910351503,1.3927804563930342,0.199082338118669,Iris-setosa
+64,6.520607955768148,3.0,5.804393733187812,2.211849959424156,Iris-virginica
+65,7.712003475566581,3.0,6.120899844411336,2.3059217976620037,Iris-virginica
+66,5.089875111888862,2.479741468056763,2.9450856469759876,1.0657658439831212,Iris-versicolor
+67,5.109859521917775,3.407200729721493,1.4043529464531506,0.19874192508732455,Iris-setosa
+68,6.684559088275612,3.0,4.999743033687559,1.7213657249619057,Iris-versicolor
+69,6.049698473974838,2.892793942675393,4.667190016877562,1.4177425324969168,Iris-versicolor
+70,6.420885073016319,3.200444136677009,5.2686498213114135,2.2979700242703855,Iris-virginica
+71,5.85107874862763,2.6540850377547405,5.091212870058545,1.8936611825005518,Iris-virginica
+72,6.000407402322359,3.400467084919945,4.523834628249337,1.5970015126946628,Iris-versicolor
+73,7.628083487445411,3.0,6.6270550884042505,2.096188862278509,Iris-virginica
+74,6.713972107173609,2.4934633826618158,5.7641139095352605,1.8046121035445488,Iris-virginica
+75,5.096144505417364,2.5233146822567947,3.0643226857268884,1.140538380727257,Iris-versicolor
+76,5.703596113737635,3.0,4.2190223567733165,1.2053456789292292,Iris-versicolor
+77,7.1888030714097155,3.175571982833496,5.975491140110678,1.8059644523738811,Iris-virginica
+78,5.575394480374179,3.0,4.3201332694575365,1.3765278672512324,Iris-versicolor
+79,5.785902482871652,2.8416753165532236,4.421764891030751,1.3633155672760497,Iris-versicolor
+80,6.410391592317066,3.1597679033838917,5.296646152583538,2.280623268555324,Iris-virginica
+81,6.314603612959277,3.2982463534253528,4.706526850367257,1.6012073037723569,Iris-versicolor
+82,4.808949735036449,3.0,1.4128071893649434,0.1000000974394643,Iris-setosa
+83,5.0703764446217,2.484449270082149,2.8383868365341423,1.0739518148592753,Iris-versicolor
+84,5.755037334403687,2.85553577571773,4.483529768866162,1.327484587609995,Iris-versicolor
+85,4.60522024664558,3.6063176797059078,1.0000003884489461,0.20033577766932453,Iris-setosa
+86,4.8283756416804176,3.4093993663385445,1.8591709162601544,0.20274741787375256,Iris-setosa
+87,5.809477330225236,2.8119232207591702,5.121032498536564,2.3995811343176183,Iris-virginica
+88,5.980910142131041,2.9124399185373657,4.485801533653648,1.5147324855667204,Iris-versicolor
+89,5.615082817247709,2.4999364215463538,3.916978391645519,1.0919708871079425,Iris-versicolor
+90,6.321354351713833,3.3744044059800906,5.554277061073073,2.385300495162367,Iris-virginica
+91,4.3,3.0,1.1008941536012784,0.10000010624526996,Iris-setosa
+92,5.499517821838739,3.0,4.507261629207405,1.4829145701272917,Iris-versicolor
+93,5.541438673013626,2.4704680954930103,3.9329730374679523,1.2158484573406259,Iris-versicolor
+94,6.316976618572378,3.401208497322212,5.571811156678356,2.401402447966432,Iris-virginica
+95,6.690427134678008,3.108468133030616,4.6725454669270325,1.4906448699956125,Iris-versicolor
+96,6.245584530055189,3.313718489914395,6.002144647918363,2.4999998092329507,Iris-virginica
+97,4.3,3.0,1.098655225465663,0.10000009696790665,Iris-setosa
+98,5.986648792013773,2.2107330748680374,3.980293151032886,1.016233549094347,Iris-versicolor
+99,4.300000502806688,3.0,1.1074870756183979,0.1000000989174666,Iris-setosa
+100,5.057664118889039,3.579507471994336,1.39805358038495,0.2006235724453955,Iris-setosa
+101,5.215329433865183,2.7021531368982186,3.925782197115126,1.4036161594509742,Iris-versicolor
+102,5.102000248333437,3.817895476034299,1.738470122567413,0.20105498344987816,Iris-setosa
+103,6.089864805768363,2.5967006604137954,5.5749150381228585,1.3783431125845962,Iris-virginica
+104,5.552903754213952,4.2,1.4014488570371624,0.20435369156528635,Iris-setosa
+105,6.003557836536192,3.4024763722553817,4.468456516838942,1.5981281357718058,Iris-versicolor
+106,5.401340326731508,3.402714303823267,1.498711491162623,0.38315392466272663,Iris-setosa
+107,7.610076336777556,3.0,6.598465998264263,2.07930603948593,Iris-virginica
+108,6.097644191217996,2.591518042152021,5.617959162299488,1.399344925554473,Iris-virginica
+109,5.496697708301865,2.4329483460105594,3.7047322023312756,1.037797879366309,Iris-versicolor
+110,4.3000006974652685,3.0,1.0942225460325774,0.10000010565294958,Iris-setosa
+111,4.791713831228394,3.4005986661893903,1.6659521187211017,0.19874703440483327,Iris-setosa
+112,6.888120777049032,3.1963784791450083,5.997531681045405,2.2801430391078332,Iris-virginica
+113,6.19921196647987,2.2015383269414697,4.466307344641666,1.489184658380571,Iris-versicolor
+114,5.007230198261995,3.6116458225827044,1.3931684388133063,0.19996947647871366,Iris-setosa
+115,7.9,3.7771764054535892,6.413690814871173,1.999278556141143,Iris-virginica
+116,6.489111751376919,3.0,5.786619508459583,2.198921748313938,Iris-virginica
+117,6.691358198051784,2.4946326873394815,5.8065588978396345,1.7851338715260736,Iris-virginica
+118,4.404881344388359,3.201421730758315,1.3076123523155991,0.19852478664590456,Iris-setosa
+119,4.3,3.0,1.0953851573229711,0.1,Iris-setosa

iris/tab_ddpm/0/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/0/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.012860186948493,2.209569670894624,4.987923139265357,1.5127473681274535,Iris-virginica
+1,4.59797552484941,3.6630908356567424,1.0000003814355491,0.20227086537708705,Iris-setosa
+2,6.130929105964687,2.5949502080569498,5.602869080645676,1.407982923545533,Iris-virginica
+3,6.844452007362392,2.791632939389749,4.797908787993681,1.3859611997136978,Iris-versicolor
+4,6.284702436766518,3.3964776683972207,5.633071532181089,2.3866029767752543,Iris-virginica
+5,6.718505754117968,3.1200532802057332,4.700454626974154,1.5055876461935311,Iris-versicolor
+6,4.99569905410536,3.0,1.5960190090888593,0.19807698469863133,Iris-setosa
+7,4.796606271006272,3.393710726678909,1.5960593244992705,0.19617601059122652,Iris-setosa
+8,6.303155758055164,3.2931368178400717,5.957149877708895,2.49999978322022,Iris-virginica
+9,6.01215941365023,2.907616159652651,4.583471378706673,1.4844589022334747,Iris-versicolor
+10,5.543001430707353,4.19999873420157,1.409297742542547,0.20419601986638367,Iris-setosa
+11,6.678921793046201,3.0889062782916876,5.812213273313119,2.237096930077369,Iris-virginica
+12,5.698378352144861,3.0,4.0426464730730505,1.253957256698476,Iris-versicolor
+13,6.520976516416814,3.1897262586700363,5.0907424969207105,2.0018870267711923,Iris-virginica
+14,5.797755754266859,2.703211865251747,5.090148204240759,1.9209997344290923,Iris-virginica
+15,5.720278978304221,2.8884657510110965,4.204836417614332,1.3006561930660439,Iris-versicolor
+16,6.087044408341036,2.584301785869711,5.613436162124969,1.4028721378041655,Iris-virginica
+17,5.220778810499397,3.400742365822738,1.3982974941973518,0.19686452931985216,Iris-setosa
+18,7.731241549588802,2.606924581151587,6.9,2.305072414533331,Iris-virginica
+19,5.065748675305263,3.3301275665208054,1.7373102443737838,0.479059609533802,Iris-setosa
+20,7.717387052560092,2.617781263451304,6.899998969769255,2.3016111976527953,Iris-virginica
+21,5.779671962152547,2.705818208405352,5.082757254549348,1.9101949741689606,Iris-virginica
+22,6.009400538877551,2.1943037360872224,4.991703851470635,1.5087936909147472,Iris-virginica
+23,6.300821359983496,3.3951217804055385,5.594385027195955,2.404891893178259,Iris-virginica
+24,5.770717949629372,2.7594043960853383,4.092866695552463,1.061979103432043,Iris-versicolor
+25,4.8071258756191435,3.4091615444870276,1.8802656785835814,0.19791100447575133,Iris-setosa
+26,7.710691130582277,2.81027281140712,6.693841989818029,2.0368180414654935,Iris-virginica
+27,4.803376453019761,3.4002006062314236,2.0353921231116767,0.20183738068855914,Iris-setosa
+28,4.8083736869205875,3.399348356000858,1.7930153626487981,0.20257708090053111,Iris-setosa
+29,5.483011844995184,3.0,4.493473277248999,1.49293316798786,Iris-versicolor
+30,4.447447534331314,3.211142294259304,1.3342180639921202,0.1913190843027111,Iris-setosa
+31,4.395583531791878,3.2027137545348756,1.2874048149786268,0.19926088362393293,Iris-setosa
+32,5.9989202051356205,2.2026030680570274,4.025984805331609,0.9664321469736326,Iris-versicolor
+33,5.171791893430069,2.715371197524015,3.919426030400058,1.4026369350251973,Iris-versicolor
+34,7.710328898494526,2.5869224841801413,6.9,2.2959790502301685,Iris-virginica
+35,5.722876870816988,3.0,4.156122326188157,1.2528498357803801,Iris-versicolor
+36,5.474829679492193,2.4171560604194404,3.677083600681348,1.019549187452509,Iris-versicolor
+37,7.9,3.808312575800494,6.392228465527513,2.021178520188954,Iris-virginica
+38,6.60415153903715,3.0,4.425168754700428,1.3920025265403884,Iris-versicolor
+39,5.077608475601564,3.346017818738398,1.6470678540023038,0.440600710005263,Iris-setosa
+40,5.534597475181975,3.0,4.5028213485084745,1.5034476631390274,Iris-versicolor
+41,5.492886338375478,4.2,1.4070756267995523,0.19928152597494492,Iris-setosa
+42,7.683384595632473,3.0,6.090177969152451,2.283298530209295,Iris-virginica
+43,6.672254052103305,3.128568591147084,4.705399701946668,1.502521348768438,Iris-versicolor
+44,5.609993316614943,2.898428157547151,3.600672056744175,1.3104202934115674,Iris-versicolor
+45,5.115846331327496,2.5053094477572646,3.1998481261214025,1.13715484871381,Iris-versicolor
+46,4.973894957293599,2.0,3.6037859058346267,1.0014896318157078,Iris-versicolor
+47,6.022450969401083,3.4002720453142894,4.513163104069419,1.623205456623157,Iris-versicolor
+48,6.289041270356129,3.4007077827018306,5.605888965379845,2.393335293822788,Iris-virginica
+49,4.782410950235631,3.0,1.4019729112761765,0.3037623809910224,Iris-setosa
+50,5.558695606111522,2.4523884792930364,3.773826287979285,1.0801267707142272,Iris-versicolor
+51,5.3918934303328365,3.891508428839878,1.2875097689868547,0.32168674321177815,Iris-setosa
+52,4.7868706249687705,3.4056636904879034,1.6772626966570077,0.20091750454932375,Iris-setosa
+53,6.012487492725407,2.9056532624993188,4.517283341749621,1.501932316341773,Iris-versicolor
+54,5.020246436753422,3.0,1.5909435777456158,0.1974208025327313,Iris-setosa
+55,6.493115241735702,3.0,5.81414479312682,2.194021257257968,Iris-virginica
+56,5.124956472869387,3.29747476575707,1.699288503973528,0.46188104074844494,Iris-setosa
+57,5.7926125557605435,2.707534043458531,4.138279075871155,1.0350060326029369,Iris-versicolor
+58,5.214310051785834,2.7120410064914044,3.9032748793309193,1.4046564996209514,Iris-versicolor
+59,6.807298336387183,3.2093910599569653,5.842587099454539,2.3042810719161766,Iris-virginica
+60,6.784197074659921,3.197846384245344,5.886485637486367,2.2900162932639403,Iris-virginica
+61,5.659213811064266,3.0,4.531904449029293,1.5225370557216764,Iris-versicolor
+62,6.36292797496281,3.280900976230076,4.70673771240795,1.5881157635221819,Iris-versicolor
+63,6.705813908270355,3.0,5.000046813882344,1.6905486442311897,Iris-versicolor
+64,4.812715364935663,3.4013019259252477,1.7747765700714613,0.2037189977992681,Iris-setosa
+65,4.77773222870865,3.0,1.405329022137394,0.2814287431425456,Iris-setosa
+66,5.481440699207399,3.0,4.483741113855728,1.478115809001989,Iris-versicolor
+67,5.738050660220033,2.8552601727163207,4.47636066822142,1.3943311929120041,Iris-versicolor
+68,5.906754253404268,3.2036241390837854,4.815271903693492,1.775126088698841,Iris-versicolor
+69,6.862812612057256,3.2000416001055116,5.685960741071802,2.308895574560843,Iris-virginica
+70,4.3,3.0,1.0987984516144393,0.1,Iris-setosa
+71,6.000200998536131,3.3963534892381673,4.47628094835428,1.602153213850314,Iris-versicolor
+72,6.2285793278960275,2.778329649212535,4.818818936836284,1.8065236004287784,Iris-virginica
+73,5.6020963575010985,2.8987207813049873,3.464074630281652,1.2989091595724995,Iris-versicolor
+74,6.22486487396603,2.808247544820923,4.776346484767477,1.80893521069835,Iris-virginica
+75,5.780374705363745,2.68604061276215,5.110626941588177,1.9000917166285047,Iris-virginica
+76,5.163236984278033,2.6508438233716904,3.7742515071147467,1.348502696920332,Iris-versicolor
+77,5.198552588337836,2.6279943288815146,3.7303067054989074,1.3410390407445345,Iris-versicolor
+78,4.300000450602314,3.0,1.0909783474712391,0.1,Iris-setosa
+79,6.084228412004029,2.535500629008937,5.414606890467234,1.4215847432051945,Iris-virginica
+80,5.003496884342619,2.000000593240961,3.3472247189218556,0.9418549921963141,Iris-versicolor
+81,6.676878839282932,3.0,5.000570357047944,1.6973763905627226,Iris-versicolor
+82,4.400411908869923,2.9035963102310838,1.3962646665503224,0.20095946745829613,Iris-setosa
+83,6.001120857544493,2.195755498388826,4.008493320094617,1.0182413361146638,Iris-versicolor
+84,4.4015456007934235,3.1881442888916225,1.2832431094894976,0.19975218803672842,Iris-setosa
+85,6.428661981211124,3.0,5.631463036606379,2.2469704662486536,Iris-virginica
+86,5.355170272813011,3.0,4.498098645287657,1.5036112907416566,Iris-versicolor
+87,5.6317597478286245,2.901280958939148,3.6909737552386574,1.3112621728504665,Iris-versicolor
+88,6.832549019769167,2.7970069772135386,4.794662488534834,1.3983479933908285,Iris-versicolor
+89,7.1921054696292,3.1975112784039323,5.940724897689354,1.8001690971436595,Iris-virginica
+90,5.5460806511607315,2.5040884729410227,3.8024038952529065,1.087940483503638,Iris-versicolor
+91,5.223825634296574,2.50226675479799,3.5929125394685384,1.147688370644556,Iris-versicolor
+92,5.224697202719312,3.3970089727717427,1.3940305803604363,0.20020874191179597,Iris-setosa
+93,5.878685626273361,2.82764536482083,4.590209951244847,1.2900772453482918,Iris-versicolor
+94,6.799089432337777,2.81556836898989,4.767903080031039,1.3986745279044288,Iris-versicolor
+95,6.701340999725746,3.0,4.956974590733304,1.6655156068370323,Iris-versicolor
+96,6.682704901126034,3.0,4.967347940568126,1.6956630277982718,Iris-versicolor
+97,5.98424891404694,2.2070632952550713,5.016813381386848,1.4901900098429075,Iris-virginica
+98,4.601408964907514,3.6085723221581794,1.0000004062866619,0.18862624217907975,Iris-setosa
+99,5.580515167610612,2.4625175035021827,3.852094552577077,1.0928562935070858,Iris-versicolor
+100,5.93529238230664,2.895429957266811,4.466439845213112,1.4614044654421128,Iris-versicolor
+101,5.589136482108659,2.500700387054399,3.950153231579871,1.120889314273539,Iris-versicolor
+102,5.4044333133494025,3.0,4.508890003783876,1.4987803859127489,Iris-versicolor
+103,6.701872135629913,3.086860244441431,4.677859138276292,1.4839482177436416,Iris-versicolor
+104,5.9757753225406285,2.7924635676700396,4.614472332157271,1.2066658473502203,Iris-versicolor
+105,5.774778361881862,2.8169681576035326,5.103062093808051,2.3977051928502813,Iris-virginica
+106,4.3000004807074514,3.0,1.0966369768511863,0.1,Iris-setosa
+107,4.8308893280594285,3.461672297005213,1.598344540499305,0.19951319882784463,Iris-setosa
+108,5.799116127106203,2.689471006761659,4.053281657701475,1.0429224594611959,Iris-versicolor
+109,5.426858808029192,3.4026815063945195,1.497393698515755,0.41703480348676336,Iris-setosa
+110,5.705769315728975,3.7991408253336543,1.6405932525947515,0.301753559367805,Iris-setosa
+111,7.7142144842755815,2.6020973367776987,6.9,2.2973075640957012,Iris-virginica
+112,6.029518987465822,2.907905653734099,4.518871686908577,1.499381152048658,Iris-versicolor
+113,5.538351201730163,2.571847435065413,4.221656242985831,1.3238137863703345,Iris-versicolor
+114,4.785697996895408,3.0,1.4024914202449916,0.34853754152805455,Iris-setosa
+115,4.3,3.0,1.0983509139269783,0.1,Iris-setosa
+116,5.220032735033751,3.403625443015651,1.40446242546132,0.2015002566970329,Iris-setosa
+117,6.6909618195592895,2.5099952015186635,5.7371682658107,1.780352317086486,Iris-virginica
+118,6.084391074620227,2.6054011088290348,5.585690417415111,1.4109242828039104,Iris-virginica
+119,5.111458104494192,3.764609101152539,1.609694120460606,0.20014972099070227,Iris-setosa

iris/tab_ddpm/0/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica