a

iris/tab_ddpm/7_2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.697828054540375,2.627133636438708,6.899998499755995,2.2832623730890758,Iris-virginica
+1,6.099588669443494,2.5877130421314605,5.605989135558865,1.3697224615643742,Iris-virginica
+2,6.308413617223192,2.50049934045749,4.860498553978431,1.481533015404732,Iris-versicolor
+3,6.547412896133152,3.0,5.797695572416207,2.204164637880254,Iris-virginica
+4,5.589016937518951,2.6966642162028127,4.448559202738985,1.2491978782180966,Iris-versicolor
+5,5.768920858199071,2.684468915401753,5.075771046593785,1.8940898633648149,Iris-virginica
+6,5.124505283173054,3.7603316980953485,1.4973429738942456,0.20143351895267564,Iris-setosa
+7,5.60294580574871,2.516884687599552,3.931687716337006,1.1156883100609876,Iris-versicolor
+8,6.9245992894930035,2.807738368178251,4.821717638684158,1.4112946420661387,Iris-versicolor
+9,4.867621371490171,3.0576959559368064,1.491430064736475,0.1,Iris-setosa
+10,5.369151817845108,3.0,4.4841565979710625,1.515083561151163,Iris-versicolor
+11,5.340344143329086,3.693459539001828,1.5134125080206604,0.2002740031232268,Iris-setosa
+12,5.602882467935466,2.560236848374928,4.332081101275078,1.1705947189751955,Iris-versicolor
+13,5.095276930853416,2.489154163687826,3.0151344202465618,1.0935629364025858,Iris-versicolor
+14,5.527631017297093,2.408715219009118,3.6923995034237884,1.078720534965906,Iris-versicolor
+15,6.38727494684742,2.8995646573334555,4.3469286903933115,1.3064162322371247,Iris-versicolor
+16,5.523749738507891,2.614183603632522,4.321707979021109,1.226450013197924,Iris-versicolor
+17,5.516361370396484,4.2,1.4101784222538696,0.2000774812952334,Iris-setosa
+18,5.885515284074492,2.719531094472826,5.128375258751596,1.8519989972892503,Iris-virginica
+19,6.795737684701139,3.0,5.485134604051045,2.106052922207977,Iris-virginica
+20,5.094236743084952,3.482282751646828,1.4004946263853484,0.3093146004938008,Iris-setosa
+21,5.807087707354223,2.6963915376865026,5.092952853765499,1.9002159193176607,Iris-virginica
+22,4.996878156136901,3.4089929542582116,1.4959704407022159,0.374216022031553,Iris-setosa
+23,5.228110548817211,2.476231775870933,3.3805699528493753,1.111854861481694,Iris-versicolor
+24,4.955819739585326,3.0758011964395955,1.408700029124559,0.19655801852663207,Iris-setosa
+25,5.43055583907874,3.0,4.526261781133795,1.4992990380145077,Iris-versicolor
+26,5.8886593314992615,3.1727010241652898,4.757098775761575,1.7766884063061525,Iris-versicolor
+27,6.942791498528589,3.08933527547574,5.104273344278182,2.298049888295494,Iris-virginica
+28,6.270272571797434,3.399689776468262,5.55232001693302,2.4081365056271236,Iris-virginica
+29,5.174806225447072,3.3298375985580635,1.6656948209448719,0.503677308958993,Iris-setosa
+30,6.699025028949757,2.5235361649717896,5.830403739507643,1.8062987671060753,Iris-virginica
+31,5.547606166783332,2.6067166868831113,4.324743155109561,1.2232722612419957,Iris-versicolor
+32,4.789781324631922,3.0,1.3905870540851883,0.3733231202904779,Iris-setosa
+33,5.113001341993921,3.3096506172455498,1.8058594390757554,0.40283657490664704,Iris-setosa
+34,6.233548265697658,2.2000002891054797,4.537664437068013,1.466721742806045,Iris-versicolor
+35,7.9,3.8227155394161434,6.395550714656413,1.9879196626077762,Iris-virginica
+36,6.831580764312657,2.7983301047075755,4.789677113957196,1.3932880699816355,Iris-versicolor
+37,6.254758111013151,2.2,4.585321583823402,1.5141384333633243,Iris-versicolor
+38,6.537153227633352,3.2097146524881888,5.112361884661397,2.01027893040867,Iris-virginica
+39,5.5044621233468245,3.0,4.34536167730722,1.4641110598685274,Iris-versicolor
+40,4.6116426602960905,3.407573307442175,1.3979318396105143,0.30388679249959893,Iris-setosa
+41,5.279749434307471,3.373388721210966,1.4998561290041337,0.3265857020074894,Iris-setosa
+42,6.923023667067832,3.0849459300758504,5.098567951096791,2.293386624069458,Iris-virginica
+43,6.311220994327853,3.3070515545984795,4.670182776621207,1.5811605384358163,Iris-versicolor
+44,6.3005975771233915,3.282478524421841,4.706833559326707,1.5863490653996493,Iris-versicolor
+45,5.622786302773405,2.725913631018665,4.442080120253659,1.2817061893439465,Iris-versicolor
+46,6.297633133183899,2.692564315927983,4.921143120927893,1.7985850239780556,Iris-virginica
+47,4.491601912011143,2.300367522505474,1.2984882972016876,0.31139173689785216,Iris-setosa
+48,5.993453876707961,3.0,4.868160497954661,1.8007707064685685,Iris-virginica
+49,6.703877834990037,3.300746972527918,5.691231181070072,2.089392089598723,Iris-virginica
+50,7.690858820385395,2.5750148737849075,6.9,2.2902464494319372,Iris-virginica
+51,4.995641842140524,3.3959590986437225,1.641853542677739,0.41469054756275975,Iris-setosa
+52,5.002720710122304,3.3956952305814285,1.572360326081658,0.3633702139791933,Iris-setosa
+53,6.295545176415358,3.3932279279384354,5.575521645406117,2.394213031809852,Iris-virginica
+54,7.105070675720482,3.0,5.905464351503741,2.1111915583963587,Iris-virginica
+55,5.225244565319636,2.7394590858765095,4.087837107916216,1.3881613722485582,Iris-versicolor
+56,6.1762719550934175,2.2,4.511473762642094,1.4941178575867526,Iris-versicolor
+57,6.9168796957859575,3.2020503527741986,5.796492950062126,2.2951053894141626,Iris-virginica
+58,5.096651056227676,3.5106186689227563,1.403426912676931,0.33850915724928965,Iris-setosa
+59,5.676311738316028,2.7997080693658867,4.491492541766665,1.3185953059053648,Iris-versicolor
+60,5.045194875469909,2.46438757987225,2.968931036275947,1.1127082684675331,Iris-versicolor
+61,5.171477832846525,3.4720644269671377,1.5750872818518866,0.19987492846856314,Iris-setosa
+62,5.124111652398174,3.3135380660087677,1.6738972044799287,0.43693644385621616,Iris-setosa
+63,6.305114951799906,3.4033397056115637,5.585120620847115,2.403513903471313,Iris-virginica
+64,5.600727448484947,2.6572370109765733,4.193094037650762,1.281003339561418,Iris-versicolor
+65,4.593396547953296,3.1973072741550674,1.3945377627350517,0.20004455760279793,Iris-setosa
+66,5.499044268258125,2.403937506233989,3.8551582706110548,1.1059534972890144,Iris-versicolor
+67,6.522248726786089,3.0,5.781437821801974,2.202618605061172,Iris-virginica
+68,4.796834307397834,3.0,1.4011582369371471,0.3094839656150219,Iris-setosa
+69,5.715521622190607,2.496249670369733,5.010531026233,1.9867855898750293,Iris-virginica
+70,6.705357768204553,3.2936183167397406,5.749582246135899,2.110223190569164,Iris-virginica
+71,6.679307001161443,3.30702154881385,5.678961003072007,2.1065617667619185,Iris-virginica
+72,5.858433276351504,3.208967101676268,4.816595296588541,1.8108464728894447,Iris-versicolor
+73,6.439246896282078,3.0,5.44861744627275,1.7942332116697202,Iris-virginica
+74,4.9916436747641155,3.1826618057778173,1.2000002355217443,0.2003665910999043,Iris-setosa
+75,5.003262245040402,3.3571021790591598,1.4237709279151674,0.30330646561621877,Iris-setosa
+76,5.281444671695542,3.7125679999296244,1.4980395526955763,0.1980496154002836,Iris-setosa
+77,4.490796066034728,2.295447987375118,1.2977020673712978,0.2998206401243852,Iris-setosa
+78,5.500420805699852,2.3980621522768826,3.813019004106601,1.0716149072749979,Iris-versicolor
+79,4.900327729393382,3.1178242066717967,1.4997468029776864,0.10000010174800694,Iris-setosa
+80,4.7880411675247485,3.0,1.403806382849027,0.30719627223650164,Iris-setosa
+81,5.9497279846504885,3.240900221896005,4.780758481524061,1.7861907336399399,Iris-versicolor
+82,6.198635819908484,2.2,4.526157196196298,1.5151449590249446,Iris-versicolor
+83,5.061306097752675,3.382432250997199,1.4867455405740229,0.20846401124059222,Iris-setosa
+84,5.934847230921302,3.1894444043766534,4.7995850878430675,1.7913863442319273,Iris-versicolor
+85,5.603281695363246,3.0,4.155674000267485,1.2935241003456615,Iris-versicolor
+86,5.080234646323777,2.47966870423008,2.939394120597533,1.095802852093173,Iris-versicolor
+87,6.29110451542783,2.5125433478858143,4.943348745943128,1.5309086084983392,Iris-versicolor
+88,6.704322129144846,3.0,5.004127266642101,1.701417732787086,Iris-versicolor
+89,5.3326399068873656,3.7067765145472342,1.5216989912065593,0.19967807539927063,Iris-setosa
+90,6.284382227875575,3.29558889467344,4.672418674104108,1.5772733596750923,Iris-versicolor
+91,6.4907031147999135,3.1884267726738993,5.103650397162356,2.004465584165796,Iris-virginica
+92,6.8165585446762655,3.0,5.553292702207594,2.104822644654069,Iris-virginica
+93,5.234249025243863,3.3986091154997995,1.6458289640283528,0.20460941180600947,Iris-setosa
+94,6.633034072143262,3.0,5.714917573818798,2.1241280415917667,Iris-virginica
+95,4.40000066569779,2.9129066967898423,1.3942488703864053,0.1989083627429623,Iris-setosa
+96,4.899917353189246,3.0962589858958003,1.595182360236773,0.10000009586594777,Iris-setosa
+97,4.886202605359156,3.0767136872022838,1.4800599922463515,0.1,Iris-setosa
+98,6.522585047624058,3.1383517339868376,5.126974024882911,1.9672974213697216,Iris-virginica
+99,5.979207249036626,2.875397156601619,4.513287356536947,1.477018931602071,Iris-versicolor
+100,5.078390352208188,3.7133424193998463,1.4978577278369722,0.43819440801190035,Iris-setosa
+101,5.752730618814678,2.5655116939451523,5.046047638218865,1.942435445889161,Iris-virginica
+102,6.529784593918364,3.1950406210787525,5.101843932165328,2.0162410864736833,Iris-virginica
+103,4.916661367277369,2.423239969192463,3.3060228759840213,1.0805816566194397,Iris-versicolor
+104,6.0611137781417845,3.0,4.5704656210403485,1.4102001939900133,Iris-versicolor
+105,6.004100028440795,2.2,5.002979470398965,1.5001766894998032,Iris-virginica
+106,5.902461363100528,3.2092045351489076,4.7881912695768225,1.7925542117885456,Iris-versicolor
+107,6.989258882813741,3.0495512173239367,5.749261189244203,2.2010584572632537,Iris-virginica
+108,6.435071030855334,3.0,5.510046788752803,1.7988196949450317,Iris-virginica
+109,4.400000726926612,2.8951946968925175,1.4029792621599246,0.2016716227767698,Iris-setosa
+110,6.372542712646552,2.692541326744724,5.272497878532648,1.8904204401115552,Iris-virginica
+111,6.1199317242590805,2.8093223376029304,4.72338932769594,1.1941865469794082,Iris-versicolor
+112,6.267642468670784,3.3022332605447975,4.73276377659531,1.6328248479673628,Iris-versicolor
+113,4.905512062068461,3.1042830083014246,1.6062587562651949,0.1,Iris-setosa
+114,6.808087875067206,3.18387316390901,5.859635944317401,2.2965103949974854,Iris-virginica
+115,5.390068684057582,3.392520845456557,1.7493234091129126,0.19902940903852512,Iris-setosa
+116,5.213472474192939,2.7247168972814704,3.9702198513907296,1.4210932196548152,Iris-versicolor
+117,6.298618892049963,2.5063206840558667,4.908612463925532,1.5254062496962328,Iris-versicolor
+118,6.464456067055722,3.0,5.808704111404245,2.1707011988658875,Iris-virginica
+119,5.095065580799584,3.5544788278534307,1.383368037040339,0.33514531585725477,Iris-setosa

iris/tab_ddpm/7_2/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/0/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.9869550115632215,3.268214596881846,1.4029298407699813,0.20085386226278204,Iris-setosa
+1,4.816196158896078,3.0,1.4011862243427273,0.303619308519549,Iris-setosa
+2,5.664616945401745,3.8054830823270582,1.8407543147756673,0.362693516063219,Iris-setosa
+3,5.511533355630441,4.199999128460061,1.4022747392380164,0.19955746661786228,Iris-setosa
+4,5.617678251631561,2.7177519773004764,4.3077721488692235,1.297424392616251,Iris-versicolor
+5,4.986441976460856,3.2676282620726367,1.3919147274207493,0.20727667050770932,Iris-setosa
+6,5.474270114553382,2.6205556876657794,4.184664407433888,1.3185271417309152,Iris-versicolor
+7,5.801092607361573,2.7068270972576003,5.107284378373092,1.895551424578464,Iris-virginica
+8,6.324730858908179,3.3061218865862556,4.6903225092039005,1.6002867233084312,Iris-versicolor
+9,4.828844305990271,2.397039579558303,3.234814529142773,0.8984812881530142,Iris-versicolor
+10,6.6473965731556515,3.0,4.984910167152542,1.667375264295079,Iris-versicolor
+11,5.285541902916881,2.7939115955020055,3.8656425445773452,1.3762859200378832,Iris-versicolor
+12,6.511460937509248,3.0,5.5142933744292595,1.8015722774821958,Iris-virginica
+13,6.680473069685344,3.0,4.9992030666312965,1.7110603965049043,Iris-versicolor
+14,4.995768779790045,3.205006035170527,1.2000001818085155,0.1965614452806263,Iris-setosa
+15,4.400000497698846,2.8865104032763784,1.3963635440369202,0.18771298471738102,Iris-setosa
+16,6.203541125679067,2.2000003063266793,4.456154418722201,1.4961038004220466,Iris-versicolor
+17,5.398255636039144,3.3980091528863516,1.7411320412478666,0.202054286754408,Iris-setosa
+18,6.039421249510406,2.726699742237248,5.078305127362143,1.5984605363872257,Iris-versicolor
+19,5.982685724920806,3.0,4.864362056253324,1.8057258694300025,Iris-virginica
+20,6.8490179916371074,3.2070105097655386,5.832226520319617,2.2939237018397245,Iris-virginica
+21,6.728416983810654,3.288888628817788,5.682614357286908,2.5,Iris-virginica
+22,7.700530170920141,2.59712286446068,6.899998574690915,2.311981728808016,Iris-virginica
+23,6.526441955846465,3.0,5.513298501428198,1.7991328834922857,Iris-virginica
+24,6.940229323000641,3.0,5.755343114885101,2.158209674441918,Iris-virginica
+25,4.991335987193463,3.25712743816198,1.40710594280457,0.1996790766253125,Iris-setosa
+26,5.192731904709033,3.5219576834568347,1.558269223163747,0.20590155286168782,Iris-setosa
+27,6.912994766055073,3.1967268616860767,5.809060209279581,2.3058258273591252,Iris-virginica
+28,7.899998974212279,3.837709937208532,6.443621121728691,2.00090979897872,Iris-virginica
+29,5.688593374942192,3.0,4.355760771436337,1.553044846520683,Iris-versicolor
+30,6.104632243948722,2.7984053716810493,4.672090345979134,1.1865976987496678,Iris-versicolor
+31,5.599415193467228,2.703794555560612,4.214239227086715,1.2908491080816469,Iris-versicolor
+32,6.73057586658533,2.5113655494184504,5.796252330488573,1.8013264725829465,Iris-virginica
+33,7.146346533619084,3.0,6.002500364564592,2.056922126894866,Iris-virginica
+34,6.714304172141248,3.306289819502175,5.7625874363342104,2.112115042872433,Iris-virginica
+35,5.496708896110566,3.858144285794179,1.6982427743722834,0.35193260678839566,Iris-setosa
+36,5.996987149242192,3.0,4.726268520861132,1.7945266760678094,Iris-virginica
+37,5.546415460913343,3.758400389362047,1.496966298806485,0.42489002358373373,Iris-setosa
+38,6.049027906798775,3.0,4.565427597143157,1.4068239515480718,Iris-versicolor
+39,4.990691351439158,3.2023559017267083,1.2,0.19595213246801874,Iris-setosa
+40,4.612974509716645,3.4020922662479642,1.3906898428255072,0.2934791674383349,Iris-setosa
+41,4.879964885215836,3.073885378254225,1.496178526677762,0.10000012041115049,Iris-setosa
+42,5.994581071455488,2.708938956942158,5.076572142771636,1.574610506286996,Iris-versicolor
+43,6.797409225160368,2.78548152247631,4.79575117081449,1.4016240033842478,Iris-versicolor
+44,5.637306474865472,2.829921500265218,3.848532733563327,1.2972886004483695,Iris-versicolor
+45,5.681640429430655,3.7842296515019718,1.7926057312400838,0.29999852905803037,Iris-setosa
+46,6.316592787354634,3.396315930188353,5.603243453195924,2.402822358419251,Iris-virginica
+47,6.303953128100839,2.2895410889492407,4.377942618542148,1.2968581569956925,Iris-versicolor
+48,5.997628953152403,3.0,4.483373421449247,1.4161959240116644,Iris-versicolor
+49,5.137592772521899,3.4034315414379384,1.4952670469615674,0.1995829273763918,Iris-setosa
+50,6.290017648239518,3.397542211355155,5.622171838650894,2.4030709645808046,Iris-virginica
+51,4.9004615026217095,3.0,1.3983332498269005,0.19953688251054996,Iris-setosa
+52,5.592706476746941,2.67698715037163,4.245337720883515,1.2835139623047045,Iris-versicolor
+53,6.488412366591437,3.0,5.491034096494215,1.8068179517507281,Iris-virginica
+54,5.97214958282654,2.7965047415031274,4.991078513754303,1.855885280588347,Iris-virginica
+55,5.099092511804251,3.67757830920663,1.499232505290029,0.3842760386094823,Iris-setosa
+56,6.53889713914686,3.104158537061045,5.359335561447944,1.9402615503912803,Iris-virginica
+57,5.591532725379387,3.0,4.013564381729703,1.2980087479292006,Iris-versicolor
+58,6.347476766629413,2.9769981089451827,5.5343413351830675,1.807921222513512,Iris-virginica
+59,4.934151338860158,3.0981333953700134,1.4044680509152756,0.20344414546208153,Iris-setosa
+60,5.950110508207438,2.935637390806983,4.531483722814004,1.4222549779174853,Iris-versicolor
+61,6.874082656847953,3.0818580895542182,5.095030368377734,2.2910747345453806,Iris-virginica
+62,5.033760307739791,3.459825361574428,1.578357977551302,0.3599198625011193,Iris-setosa
+63,4.636887799670569,3.395702372525463,1.4222280563985163,0.3249512542051702,Iris-setosa
+64,4.606063151757978,3.1938846549009408,1.403183762207002,0.19506888312664264,Iris-setosa
+65,5.409609175237024,3.0,4.532200707537372,1.494720471137391,Iris-versicolor
+66,4.984350442934886,2.4428263108800827,3.290653139068078,1.085131646257728,Iris-versicolor
+67,4.850239895948979,2.380084540143975,3.2839145956074725,0.9796781236181087,Iris-versicolor
+68,5.128738770075131,2.4902131156386664,3.0360622591629136,1.0795898214673416,Iris-versicolor
+69,4.8829352551223835,3.0,1.3993552170585815,0.19969590364743364,Iris-setosa
+70,5.375693223608306,3.3936936623796385,1.80859050023222,0.20201107205673613,Iris-setosa
+71,5.5431114971677475,2.491064310131812,3.9235635955956396,1.1180671348773643,Iris-versicolor
+72,5.120526735279435,3.301082057635975,1.6185735078183194,0.4926868477605545,Iris-setosa
+73,5.4294739096435665,3.0,4.507918933670572,1.4987538109761531,Iris-versicolor
+74,5.559211769311231,2.4392108241908605,3.811943948351063,1.0867894112524075,Iris-versicolor
+75,5.590101992281574,2.9024841931327288,3.6794616516041554,1.3006380513835099,Iris-versicolor
+76,4.91942886454207,2.4092162674129227,3.2625560963581144,1.043700343450294,Iris-versicolor
+77,4.4,2.886321166785458,1.4081841901133814,0.20042553297449278,Iris-setosa
+78,5.7509983026485045,2.6563966877996554,5.081807729321213,1.909133838895767,Iris-virginica
+79,6.308146242351593,2.7065146438067935,4.930201534033593,1.8084566351488383,Iris-virginica
+80,5.071949842547204,3.3978504808657255,1.4191367257954608,0.2962411279562316,Iris-setosa
+81,5.084220842528077,3.390653472878844,1.494350239747187,0.20217285704061452,Iris-setosa
+82,6.688516132378816,3.303276319024743,5.670430030816524,2.4999996093065153,Iris-virginica
+83,6.286597892360726,3.2859037659019146,4.689902675612018,1.5523878885080806,Iris-versicolor
+84,6.942638712016695,3.092832108625602,5.098747125836088,2.307318895836006,Iris-virginica
+85,6.794709376296593,3.0,5.4660414701593005,2.0869087466373357,Iris-virginica
+86,6.7086301564921955,3.303546788150995,5.690983745536712,2.102351912148603,Iris-virginica
+87,6.692926666732351,2.4908840524055593,5.828980428576663,1.79805803332107,Iris-virginica
+88,5.893520291191454,3.0,5.096856154004744,1.7979180239864767,Iris-virginica
+89,4.4,2.912865375664543,1.3882942062569406,0.19607861146626382,Iris-setosa
+90,6.106482048257433,2.5917338569373025,5.607020489085587,1.3964904294548537,Iris-virginica
+91,5.902495184063446,3.2078149059705567,4.789470608243433,1.8015717483732634,Iris-versicolor
+92,6.277813248213452,2.5209225732030234,4.927507817513152,1.5265206487834815,Iris-versicolor
+93,6.41220300104148,2.8966992572716777,4.276513290003146,1.3080981166619157,Iris-versicolor
+94,6.688537857385564,2.5046296250704745,5.754752655734781,1.8034328489506672,Iris-virginica
+95,5.405767022222308,3.0,4.496325437480875,1.491909576433697,Iris-versicolor
+96,5.114908496914568,3.493738260592077,1.3970502676514966,0.2936005081258328,Iris-setosa
+97,6.803754844441601,3.109977915629488,5.109635802330206,2.2886305660102555,Iris-virginica
+98,6.500608756172779,3.2035838694657097,5.107270813630688,2.000552540106135,Iris-virginica
+99,7.29051966222598,2.891127303145255,6.299445679253678,1.7984983413839764,Iris-virginica
+100,7.720712106586866,2.6082223210125424,6.899998919094278,2.2882874166855514,Iris-virginica
+101,5.397293758663823,3.0,4.54335228435598,1.4937625995274373,Iris-versicolor
+102,5.411478198581784,3.0,4.454691303129742,1.4576698285925414,Iris-versicolor
+103,5.996551140715624,3.0,4.780441227075767,1.797050942521667,Iris-virginica
+104,6.0318012058833705,2.2000002866696255,4.978194298136695,1.516972207362565,Iris-virginica
+105,5.61801949899921,3.0,4.1171222786485755,1.2995419973586484,Iris-versicolor
+106,5.6442443804522755,2.795543114925965,4.398569198599411,1.2917790053258882,Iris-versicolor
+107,5.606318617347099,2.9956858145073624,3.711267492949212,1.3293837401550825,Iris-versicolor
+108,6.552750136285671,3.0,5.445729145790481,1.8186995604070872,Iris-virginica
+109,5.534578336153311,2.516808085299491,4.141729391052764,1.1167873948975526,Iris-versicolor
+110,5.69286104606332,2.5331069555347137,5.027500999334772,1.9641602184500686,Iris-virginica
+111,6.893255217148351,3.2044260798252644,5.745444019001151,2.2972645260043865,Iris-virginica
+112,5.682870115601783,2.479584301364227,4.982265094960883,1.9753672840961105,Iris-virginica
+113,4.782243319667048,3.0,1.3786361345479512,0.1,Iris-setosa
+114,4.602146823582015,3.392908124281582,1.393697270534238,0.31418838184427184,Iris-setosa
+115,4.8928609764950926,3.1060437801633456,1.6275622958771916,0.1,Iris-setosa
+116,6.500124629749995,3.149487381005112,5.134083821101177,1.959513161747893,Iris-virginica
+117,6.78273697562847,2.803305195412425,4.771153306892118,1.3724560697363584,Iris-versicolor
+118,5.71015038388035,3.7905178518705935,1.6331237530901566,0.33440377003292554,Iris-setosa
+119,6.1008777450580745,3.0,4.596744785637097,1.380367958537403,Iris-versicolor

iris/tab_ddpm/7_2/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/1/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.8103588042501935,2.6724932920079185,5.08871519073635,1.902605748672404,Iris-virginica
+1,6.01669194957957,2.7057390756136814,5.125557317876529,1.6039477804598616,Iris-versicolor
+2,6.006389702387125,3.0,4.803960330582722,1.804524850071466,Iris-virginica
+3,6.290485642073197,3.294441647999493,4.678109763199099,1.5921718951738182,Iris-versicolor
+4,6.700215442297363,3.298597821109018,5.721155095885143,2.4999995618439135,Iris-virginica
+5,5.808663837799969,3.0,4.096965384767259,1.4266843997710867,Iris-versicolor
+6,4.847532109517095,2.4086615403715435,3.23013742166108,0.8761596323851688,Iris-versicolor
+7,6.298777519402204,2.3119745976902637,4.410047901018915,1.3023466177922456,Iris-versicolor
+8,6.796711894111423,2.825407010628067,4.760565942651527,1.4032679622909485,Iris-versicolor
+9,7.642216263943955,2.5956773370301636,6.899998460720852,2.291722362857676,Iris-virginica
+10,6.224267952426349,2.2,4.5501067404759645,1.497852083637286,Iris-versicolor
+11,5.921746367994755,3.2012858391618395,4.772006182889166,1.8123351750920773,Iris-versicolor
+12,5.0703656392308085,3.3027762407163452,1.4655968215371515,0.2869015772851065,Iris-setosa
+13,6.705838148338256,2.51352170509671,5.861974843415668,1.8037017466343281,Iris-virginica
+14,5.086140657752789,3.6443514809093753,1.4782907832340089,0.41055875038742,Iris-setosa
+15,5.492902842064632,2.3896238063347703,3.831511245901663,1.1146894393350422,Iris-versicolor
+16,5.104615571701656,3.7407052560004037,1.5691122175246417,0.20476288645069438,Iris-setosa
+17,6.007476098621041,2.2,5.008271717143993,1.4892940429350134,Iris-virginica
+18,5.730300031849323,3.0,3.94600192559969,1.3968549919292241,Iris-versicolor
+19,6.287337369333157,3.301763919634155,4.710052381004982,1.5909666155973954,Iris-versicolor
+20,5.055816039117284,3.47275297733388,1.497581523874602,0.40773924564300246,Iris-setosa
+21,4.90709068380468,3.0,1.402648297078573,0.19838378538427073,Iris-setosa
+22,6.115549442253756,3.0,4.612380332805335,1.4018244097757855,Iris-versicolor
+23,5.966200165705365,2.8821488907458463,4.574831884921741,1.4763149463847927,Iris-versicolor
+24,6.828187740010804,3.1438168063852183,5.101296851593871,2.2756450285896306,Iris-virginica
+25,6.593080677122759,3.192830739819828,5.107844265265329,2.0831633843639636,Iris-virginica
+26,4.81030726926941,3.0,1.3945271044897756,0.10000011997765537,Iris-setosa
+27,7.9,3.7662003804016617,6.3633084073249115,1.960870181440769,Iris-virginica
+28,5.337714311062682,3.3973999612202275,1.5063972471648208,0.5023944271925959,Iris-setosa
+29,5.995118167701793,2.2,4.926752306730024,1.500144211014606,Iris-virginica
+30,4.491427049549471,2.297583152207367,1.2980501107499725,0.2984308695838469,Iris-setosa
+31,6.698651968706842,3.0,4.988331091975715,1.7013374397336898,Iris-versicolor
+32,6.306408629449111,2.705295165316666,4.88496509594539,1.792582805671821,Iris-virginica
+33,7.062740331410843,3.0,5.813524221795709,2.1491244616035017,Iris-virginica
+34,5.164548474500605,3.777357510407318,1.601872347720125,0.20301994837955575,Iris-setosa
+35,6.299416385410883,3.4022604166325916,5.604797402149891,2.4067791415457704,Iris-virginica
+36,6.280850258975717,3.302972755397282,4.711504420218458,1.6280711138254025,Iris-versicolor
+37,5.290009028176756,3.3725423455226258,1.6210447735057343,0.4271503059751776,Iris-setosa
+38,5.398532960561836,3.3979118557273513,1.7133887984623548,0.20347320996035673,Iris-setosa
+39,5.573192456586578,2.544069130709948,4.055985986671265,1.1298554431614833,Iris-versicolor
+40,5.768258318675325,2.783907389257521,4.542932084000525,1.2673388945432595,Iris-versicolor
+41,6.686176371146732,3.2961333174008316,5.6840401766005835,2.098432501239918,Iris-virginica
+42,6.6954799972401124,3.0,4.9860239910221065,1.6927908626323618,Iris-versicolor
+43,5.774434233148432,2.7946672367143037,5.093997376716154,2.4085795245144928,Iris-virginica
+44,5.10732650747648,3.518610357816962,1.408351327338629,0.29644675050934344,Iris-setosa
+45,6.188849133824968,2.2000003788813958,4.464002480805887,1.5091951863464332,Iris-versicolor
+46,5.228032271341919,3.793919533429497,1.5569479687076422,0.45648421100851466,Iris-setosa
+47,5.001496695101081,3.215872831444,1.200000196740799,0.2017337799604846,Iris-setosa
+48,5.5705034412972285,2.5730016431117253,4.301164981577662,1.1579306256492743,Iris-versicolor
+49,5.997370267060115,3.0,4.779556183720876,1.7984054879932527,Iris-virginica
+50,5.732990425541265,2.51889920571294,5.0319330594810765,1.970388661535155,Iris-virginica
+51,6.32830646712748,2.282952314249015,4.337937875864631,1.3149841841174241,Iris-versicolor
+52,5.238793665263296,2.7602385721838676,3.933429422258684,1.3917714046908225,Iris-versicolor
+53,6.319858571637184,2.4662268196995685,4.857020858515137,1.4925286062158039,Iris-versicolor
+54,6.2986503872533195,2.9022064790269337,5.611973324596139,1.8000653805125388,Iris-virginica
+55,5.734766826028953,2.523360679350201,5.007168649634354,1.9970756560662055,Iris-virginica
+56,6.785256504451687,3.185861913242214,5.819643017993121,2.294028712232699,Iris-virginica
+57,5.8930926799612005,3.2082108843120345,4.782381594217137,1.792062209257601,Iris-versicolor
+58,5.7510288610215,2.6142683403655815,5.0754767096624684,1.9397248369515663,Iris-virginica
+59,6.8133794274705455,3.0,5.396877477991977,2.1571759496164367,Iris-virginica
+60,6.285302581726856,2.3002951706566805,4.381413624021606,1.3033180880465773,Iris-versicolor
+61,6.715420308874746,2.4941195623107673,5.855019709186205,1.7990954496813016,Iris-virginica
+62,5.8668270329708845,3.0,5.109976012415478,1.8019322389780714,Iris-virginica
+63,6.300250773204698,2.7036252531911376,4.849680790053836,1.7973157618316298,Iris-virginica
+64,5.396164474190733,3.0,4.510004087010997,1.4969940597860993,Iris-versicolor
+65,5.126857708732212,2.598791057855587,3.4839119622553776,1.3097009495267975,Iris-versicolor
+66,4.908111823106899,3.12550815530556,1.5581933340424254,0.1,Iris-setosa
+67,6.294463232096608,2.3564960252454608,4.596609452083896,1.373039405230656,Iris-versicolor
+68,5.097606931750145,3.3105346633696313,1.6665210876686034,0.5111452238053057,Iris-setosa
+69,6.849877305326333,3.0,5.5361899915244495,2.1033556556703132,Iris-virginica
+70,6.700130158903215,2.489701078646192,5.7928582197146365,1.8082586346725076,Iris-virginica
+71,6.0791499538200995,3.0,4.560621171608236,1.413327913390004,Iris-versicolor
+72,6.4923677920181975,3.0,5.861556714130199,2.1831092257869913,Iris-virginica
+73,5.5727971838920585,2.9188357212029445,3.6057335408941906,1.2846372934160837,Iris-versicolor
+74,4.618958697793576,3.227526660876534,1.4015307884628854,0.19850709727690896,Iris-setosa
+75,4.81196750040663,3.0,1.405788224219435,0.31234112547537124,Iris-setosa
+76,5.3734589712883905,3.406144965726152,1.612869003124336,0.201033120378392,Iris-setosa
+77,4.865273996430432,3.0,1.4090891001862693,0.2002868319095874,Iris-setosa
+78,6.393509738503719,2.9111016905059297,4.302397209163768,1.3003195817126942,Iris-versicolor
+79,4.400000876777577,2.88970277087634,1.3682333154555,0.19756725450762364,Iris-setosa
+80,4.990636216821406,3.3949444992798234,1.580705438717362,0.4359236900557,Iris-setosa
+81,5.635048465988292,3.0,3.6685422116501303,1.3377354155364962,Iris-versicolor
+82,6.007713780388168,2.709594625805279,5.096528894544765,1.5951588759931814,Iris-versicolor
+83,4.606519895655176,3.212864681329068,1.4008685395594531,0.20622710473670838,Iris-setosa
+84,4.895976710041054,3.0,1.3963487206748917,0.21469074489565604,Iris-setosa
+85,5.012342096579643,3.312863343358614,1.3921396506977786,0.20057546573120394,Iris-setosa
+86,6.987352569172298,3.0876655198632426,5.091257322545179,2.3142376268347773,Iris-virginica
+87,6.695323150923044,3.287002799978422,5.791603074200423,2.3047203713002187,Iris-virginica
+88,6.308679312479464,2.7091344442694303,4.89603655980821,1.7985495997035545,Iris-virginica
+89,5.010797557698269,3.418661009569267,1.4981512974351634,0.4395021585734269,Iris-setosa
+90,4.990206004168331,3.2216785843908387,1.20000023181149,0.2051992342317182,Iris-setosa
+91,6.285958314128784,2.303401198427393,4.433699225304975,1.2987056553692227,Iris-versicolor
+92,6.001807023991424,2.705848984319785,5.093916163908142,1.6281873928077508,Iris-versicolor
+93,5.206221304995673,2.7184565108653214,3.9240096882520126,1.4195318004142057,Iris-versicolor
+94,6.493666715867577,3.0,5.828014496746941,2.1860193994060326,Iris-virginica
+95,7.159448010649239,3.0,5.943471108519754,2.091945854530474,Iris-virginica
+96,5.1483846000424665,3.4096421284903684,1.5485267980863364,0.20001412457200438,Iris-setosa
+97,7.9,3.86271899813764,6.4064583424567125,2.02069710120657,Iris-virginica
+98,6.798466734208609,3.0,5.520452514315937,2.099731937450695,Iris-virginica
+99,5.548003056763688,2.449269327428553,3.803203025793599,1.1067449100986855,Iris-versicolor
+100,5.103234092338714,3.470623278816166,1.3996738549344296,0.2976736152975559,Iris-setosa
+101,7.062054767388358,3.0,5.78171617452067,2.0989797581001657,Iris-virginica
+102,6.297983562667414,3.310086330266001,4.671312612296438,1.5883463612379196,Iris-versicolor
+103,6.6821136208636815,3.0,4.954954849197226,1.683940363119746,Iris-versicolor
+104,4.984533726953214,2.460233013111291,3.3173109904883016,1.100674074451196,Iris-versicolor
+105,5.774645186768427,2.7907467084255804,5.112373770816963,2.4021379593305805,Iris-virginica
+106,4.400000717978219,2.90122247976288,1.394493516715531,0.20243657759341774,Iris-setosa
+107,7.113675043909299,3.0015150976197633,5.885692137891038,2.1789649700399103,Iris-virginica
+108,4.987349494163161,3.209812524902014,1.200000198336135,0.19890834563928045,Iris-setosa
+109,5.593829274613002,2.501475550715968,4.018633054351128,1.1137039926885806,Iris-versicolor
+110,6.616682791430589,3.0,5.87081289694181,2.2126259247745286,Iris-virginica
+111,5.0864750954788445,3.5187186610860017,1.4035500945316852,0.29677479356173764,Iris-setosa
+112,5.397949914377272,3.3993790647941116,1.6469686860449664,0.20227280332437977,Iris-setosa
+113,4.8968427040889,3.0,1.4069284629262944,0.20718848679710947,Iris-setosa
+114,6.775083887972675,2.825374100255156,4.82450703543098,1.425579264961877,Iris-versicolor
+115,5.791997913786084,2.7117197111566287,5.100644371537189,1.899161661352175,Iris-virginica
+116,5.396213435339548,3.395316776859206,1.8489941582145195,0.1982587388471137,Iris-setosa
+117,6.710865665788193,3.0,5.006857943701842,1.7262715424360189,Iris-versicolor
+118,5.000120440015504,3.3146019969362874,1.4075913335212582,0.1986612567264508,Iris-setosa
+119,4.894055297253402,3.0,1.3900994689247346,0.22884046177694528,Iris-setosa

iris/tab_ddpm/7_2/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/10/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.15789894335279,3.328431581099491,1.6091350412069843,0.4823224233264708,Iris-setosa
+1,6.293921786340406,3.3961195087020575,5.618020842721032,2.397533178613913,Iris-virginica
+2,6.690786421660812,3.2958180713724934,5.753419828917547,2.5,Iris-virginica
+3,6.32736647054641,2.9473719183483715,5.5801847625844525,1.811719317071542,Iris-virginica
+4,5.063368135413062,2.4767635337239784,2.8382312399321172,1.1150646391849912,Iris-versicolor
+5,4.904929655564719,3.101663904761045,1.604787527106237,0.10000012010171191,Iris-setosa
+6,4.873625536475296,3.0676947997176454,1.4969636694170516,0.10000009917113399,Iris-setosa
+7,4.792702960289028,3.0,1.3887879237362741,0.1,Iris-setosa
+8,5.8060179553896445,2.708982403271734,5.106116647407614,1.8737302446439696,Iris-virginica
+9,5.413038620163478,3.0,4.513673691973691,1.4932721031276899,Iris-versicolor
+10,6.941171652139775,3.181297270411102,5.766187985030574,2.2913118593636868,Iris-virginica
+11,6.131194370396268,2.608366584197157,5.587241039004476,1.4006427893330178,Iris-virginica
+12,6.480058978783129,3.0,5.757834166859256,2.175754013165496,Iris-virginica
+13,5.034354885817212,2.4728498012186613,3.1384617763886196,1.0803402218311264,Iris-versicolor
+14,5.240224951086409,3.4963257133524563,1.550279559358307,0.4513145409457463,Iris-setosa
+15,5.299993550950544,3.7429405039914347,1.630730838865034,0.20154189195534694,Iris-setosa
+16,7.899998659414329,3.7854901245093426,6.3943190261036875,1.997178472795483,Iris-virginica
+17,4.8942691759685895,3.096722785036552,1.4977261907611557,0.1000001052902195,Iris-setosa
+18,5.696529313240592,2.4989676680226243,5.005849678530803,1.992431915191019,Iris-virginica
+19,5.881001276278755,3.0,4.282417642932003,1.5344929965906628,Iris-versicolor
+20,5.7170898732334905,3.0,3.8117620368948923,1.3719645177245976,Iris-versicolor
+21,7.701086077548577,2.607065851323858,6.899998680664904,2.300235401143617,Iris-virginica
+22,6.678110453337598,3.2951155246738497,5.666230228560177,2.499999536991152,Iris-virginica
+23,6.503638650584228,3.2136122201711568,5.12928761516616,2.021993777216252,Iris-virginica
+24,7.690993858527124,2.6100760072896145,6.9,2.2984791861205434,Iris-virginica
+25,6.5560252446750695,3.0,5.862052992477755,2.22001502637013,Iris-virginica
+26,7.7000030090424225,2.620293631958102,6.9,2.3224894853724374,Iris-virginica
+27,7.9,3.822330143099421,6.403074975349909,2.0087543893533892,Iris-virginica
+28,4.89971802654466,3.113646576764308,1.4959934340068075,0.1,Iris-setosa
+29,6.16052637336097,2.9966594046800563,4.653586585577647,1.3368249050855023,Iris-versicolor
+30,6.285344822827385,2.3075101586188675,4.4317246982221885,1.2864794347506252,Iris-versicolor
+31,7.689333079952775,2.5892879772723765,6.9,2.302599595724004,Iris-virginica
+32,5.322017336596117,3.8658546051531264,1.4926657234541263,0.34735565362649373,Iris-setosa
+33,5.377949192430544,3.4034523374744574,1.6196306123758863,0.2006416059154199,Iris-setosa
+34,5.080908828382186,3.3018012344048735,1.6551622912521535,0.5172486342688046,Iris-setosa
+35,6.406072267228501,3.0,5.447442226601917,1.805229712920368,Iris-virginica
+36,6.043689151194873,2.600249160918976,5.595069190302042,1.390864950105673,Iris-virginica
+37,6.199298041831611,2.200000325316959,4.488730150701067,1.5151079436189323,Iris-versicolor
+38,4.5876675272420515,3.404482770183135,1.4032432107823798,0.3512682954649883,Iris-setosa
+39,5.104310118614221,3.3882853833914597,1.498378855103779,0.19967474786055428,Iris-setosa
+40,5.171360849066135,2.6999612506360346,3.889122769811707,1.4090993483852576,Iris-versicolor
+41,6.691448894795766,3.3047015457938165,5.67503938496402,2.5,Iris-virginica
+42,5.570384171667966,2.646864774706708,4.4139818411907275,1.231412348576813,Iris-versicolor
+43,5.122764819057284,3.433859135199354,1.5304729716731882,0.19617688666323782,Iris-setosa
+44,4.8900866899330575,3.086106842912772,1.534714425361939,0.1,Iris-setosa
+45,5.503699181675525,2.3737201541905706,3.8001073418543014,1.067518319201141,Iris-versicolor
+46,5.232645906505254,3.789721715936168,1.4991167143272106,0.21604933779224025,Iris-setosa
+47,4.8951256197199395,3.1102123225468965,1.4970347447577028,0.1,Iris-setosa
+48,4.4,2.901926923416868,1.4047546840194955,0.20082131422917876,Iris-setosa
+49,6.18676460584664,2.2,4.467979119774464,1.4878804713046963,Iris-versicolor
+50,5.916670106266434,3.192079513475698,4.797567304164079,1.7989941872819486,Iris-versicolor
+51,5.0889687740772604,3.3992356060102744,1.6025074112504087,0.21046709690261842,Iris-setosa
+52,6.893112301122451,3.0962784649810167,5.090440222506793,2.29793391674453,Iris-virginica
+53,6.087619488968399,2.791181586740268,4.700119543252291,1.1975679883513253,Iris-versicolor
+54,6.691664353126916,3.298603486686924,5.730546541193221,2.5,Iris-virginica
+55,6.70102585329426,2.497465154765777,5.837068092982644,1.80403339663157,Iris-virginica
+56,6.2962520834685485,3.306691808642846,4.691125198640775,1.5871007658029077,Iris-versicolor
+57,4.4,2.8704734708091886,1.3994589101475239,0.18439069832970048,Iris-setosa
+58,5.12078392711602,3.835019926553857,1.6508232786286339,0.19592144097473754,Iris-setosa
+59,6.305949065162248,2.8987189621802734,5.582305490194525,1.798621681803639,Iris-virginica
+60,5.91041312509395,3.0,4.167531384452871,1.5051094220989607,Iris-versicolor
+61,6.300909833189226,2.3078391273611656,4.405085276399658,1.2926271899239556,Iris-versicolor
+62,6.955194960471322,3.089828796964046,5.084972101292666,2.3087896268493657,Iris-virginica
+63,4.610878749722233,3.3788161209409373,1.4032609406771546,0.27744965751516765,Iris-setosa
+64,7.3222430244655285,2.905142611957169,6.266860783620933,1.806125971289243,Iris-virginica
+65,6.336850327573131,2.856773767657871,5.484221838274614,1.8093570708522901,Iris-virginica
+66,6.708251777079472,3.0,5.002749861625817,1.702781091460004,Iris-versicolor
+67,6.703411160196473,3.2907690920316632,5.692857710979393,2.1077624106579065,Iris-virginica
+68,5.075677390004396,3.3390244198201366,1.6858922719567646,0.4686088127884476,Iris-setosa
+69,5.924161559506777,2.2,5.00012689105946,1.4768219960751052,Iris-virginica
+70,6.384601406733556,2.6865318537742704,5.126561921454645,1.8663266956538682,Iris-virginica
+71,5.729429860992283,2.5062291385289446,4.977858881431281,1.961029794692359,Iris-virginica
+72,4.5905748608064485,3.186545329447862,1.391887673080159,0.20556756545075253,Iris-setosa
+73,7.899998951540248,3.8309613026482023,6.416774396959087,2.0035981140354306,Iris-virginica
+74,6.110594278429441,2.8208070432238426,4.722218283059546,1.206825351595054,Iris-versicolor
+75,5.807109473013032,2.779503991769176,5.090341980326722,2.398511050334979,Iris-virginica
+76,5.691201518583384,3.798054674117035,1.5395192715952732,0.37969313230134316,Iris-setosa
+77,6.401479676347943,2.903602129648672,4.3153945135036,1.2944827656496378,Iris-versicolor
+78,5.986192793291307,2.690177639265057,5.101297302007393,1.6034630937528715,Iris-versicolor
+79,5.777688542303441,2.788514647432044,5.0975907616551055,2.3964605805223695,Iris-virginica
+80,5.139665067413778,3.3095995411525507,1.5979759866819343,0.44089199962036807,Iris-setosa
+81,6.306629026961703,3.2854159200900015,4.724694458137956,1.5972650106438968,Iris-versicolor
+82,5.5357866100026465,2.642444542186214,4.278497275140424,1.289555449165276,Iris-versicolor
+83,6.025797218719073,2.7039274236277326,5.09293451664142,1.5840182311011242,Iris-versicolor
+84,5.993494373793736,3.0,4.804218157788455,1.8003022587719455,Iris-virginica
+85,4.62696910743596,3.2042730170408134,1.3979102165713224,0.19898509517409685,Iris-setosa
+86,5.9139730717351915,2.7105846411950347,5.080253451576577,1.8380901950359847,Iris-virginica
+87,5.093129993995493,3.65566361672237,1.4997580481176913,0.4259471554580301,Iris-setosa
+88,5.965143233717043,2.2000002858820182,4.965151474557172,1.488397441897163,Iris-virginica
+89,5.898503829770212,3.2037304199683554,4.825984692866677,1.7894805929130697,Iris-versicolor
+90,5.508901312993576,4.2,1.4012598843747948,0.20754007100535055,Iris-setosa
+91,5.605569143146587,3.0,4.210216329162202,1.2831980322704342,Iris-versicolor
+92,5.071275084651151,3.7771482047457194,1.6434709469369952,0.19976500118312562,Iris-setosa
+93,5.4862239078716115,4.2,1.402002094932404,0.1967830246926927,Iris-setosa
+94,5.004190664996459,3.2061100171970827,1.2,0.19448261375509643,Iris-setosa
+95,6.693485078057544,3.2919933713954355,5.750549748770741,2.4999992476104027,Iris-virginica
+96,5.00318133135157,3.391806688854636,1.6027578628768553,0.4617075371143806,Iris-setosa
+97,5.723339753746231,2.499634693126175,5.002365239769953,1.9964922796444686,Iris-virginica
+98,5.365298934292987,3.3960345856103333,1.6627361857186662,0.19737000313226133,Iris-setosa
+99,5.796101186830488,2.8085854713865097,5.124960865940995,2.4052243151543826,Iris-virginica
+100,6.684312345310834,3.0,4.998569223129059,1.6786645507512652,Iris-versicolor
+101,5.585572985907975,2.8351841727688627,3.672398181030131,1.2860382400394317,Iris-versicolor
+102,5.096416792652692,2.633858933939818,3.7782098066950187,1.3639223389363144,Iris-versicolor
+103,6.3036824795752775,2.893081425320832,5.623645658312233,1.7924572879397414,Iris-virginica
+104,5.581888990110318,2.5632482842022926,3.913127268219378,1.1552453174092452,Iris-versicolor
+105,5.088799653775977,3.302402622666738,1.733922865851687,0.49420639815022516,Iris-setosa
+106,5.921823325034703,3.0,4.253462886786314,1.5001478505608532,Iris-versicolor
+107,5.590716801807873,2.928411057067715,3.5352705397170157,1.3062296519659233,Iris-versicolor
+108,6.707672477139555,2.5028850523772808,5.857316285473107,1.805861664940157,Iris-virginica
+109,6.8727997073966645,2.7734848933746408,4.805360384702633,1.4039144138281248,Iris-versicolor
+110,5.801257811444549,2.7933229739899046,5.1036745848077985,2.385578138882725,Iris-virginica
+111,6.81476650595671,2.8038484729903517,4.8243157607253035,1.4040894074188115,Iris-versicolor
+112,5.991570781566355,2.8873245634874585,4.581493861216636,1.3288518193191203,Iris-versicolor
+113,7.899998993045524,3.776020699165702,6.396918974836818,2.018032278909659,Iris-virginica
+114,4.995847461595968,3.216350303359707,1.2,0.20365650953984224,Iris-setosa
+115,7.113999124478632,3.0,5.930149581027128,2.0903745735502697,Iris-virginica
+116,5.4184830084835545,3.402438432209818,1.4996078855144985,0.4377321503834238,Iris-setosa
+117,6.707883132338884,2.49488782218377,5.8218366773750345,1.7992129307049238,Iris-virginica
+118,6.372985298513128,2.6999717648029593,5.2584138859131215,1.9103401185786517,Iris-virginica
+119,7.9,3.839695657606648,6.376379159824152,2.0136775491605015,Iris-virginica

iris/tab_ddpm/7_2/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/11/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.520260085100408,3.1861531679275017,5.091651068392428,2.002244368616899,Iris-virginica
+1,6.168744703243648,2.985728241919056,4.515875231548682,1.4098083407740545,Iris-versicolor
+2,5.4698291239136925,4.2,1.3899764949214377,0.19652208783625164,Iris-setosa
+3,5.002386566375593,3.204688985471351,1.2000002335336084,0.2013463540033176,Iris-setosa
+4,5.799132181242933,2.8201804163516133,5.100156063867212,2.4030160790144355,Iris-virginica
+5,5.975528505040605,2.7151239586263625,5.052028951639284,1.5524269637684016,Iris-versicolor
+6,6.842692960507472,3.213334745071136,5.819826910019111,2.306418035234176,Iris-virginica
+7,6.3694522592407985,2.8941112025269735,4.316367405376871,1.2683472435016192,Iris-versicolor
+8,6.432417034176197,3.1302133023707395,5.0875044078491145,1.9711605143381485,Iris-virginica
+9,4.905398079597517,3.100374488937523,1.49359825713542,0.1,Iris-setosa
+10,5.082451834717152,3.390896414655886,1.4993346244827133,0.20374197102813063,Iris-setosa
+11,5.578825380318816,3.7861868094420874,1.6543245365683976,0.34697968488481246,Iris-setosa
+12,7.3137955577513285,2.9182817289984104,6.318464609616722,1.802999584109753,Iris-virginica
+13,5.567552608321078,2.458117837111066,3.8735481268998004,1.120831104858906,Iris-versicolor
+14,5.389494718383925,3.0,4.48426390953738,1.4879736013199523,Iris-versicolor
+15,5.609043739045117,2.5069481348228853,3.8709750148845026,1.0862066387716307,Iris-versicolor
+16,5.900894400468396,3.2050253401356246,4.81110930954105,1.7956701598431748,Iris-versicolor
+17,4.800607835803283,3.0,1.401160155823777,0.31013696593197665,Iris-setosa
+18,4.9018048965375325,3.082202031630984,1.5726486603535847,0.1,Iris-setosa
+19,4.992843809360538,3.2137787218093283,1.2000001908496754,0.19400938531942152,Iris-setosa
+20,6.761897623718832,3.1661531506288125,5.854917320844635,2.2849505995713817,Iris-virginica
+21,6.014641269475894,2.9203311239723075,4.517131703842981,1.487733502399213,Iris-versicolor
+22,5.768411506913529,2.522413658706912,5.021682874146505,1.9700589248354832,Iris-virginica
+23,4.815105875123835,3.0,1.3958336465585632,0.1000000901177788,Iris-setosa
+24,6.665285598944599,3.289616740859038,5.667167636934404,2.499999405765239,Iris-virginica
+25,4.907181214800043,3.094703695569705,1.492737130400048,0.10000012199272681,Iris-setosa
+26,4.585886714859223,3.4023656065168053,1.3918042654506886,0.2981118901775426,Iris-setosa
+27,6.10699183404705,2.8246307119234815,4.676679889559296,1.234372061327517,Iris-versicolor
+28,5.095392282020665,3.495315342147312,1.399398712003252,0.297089482527311,Iris-setosa
+29,5.645953745044467,2.7352980560170357,4.393000681258811,1.3017393972378075,Iris-versicolor
+30,5.76153203235172,2.6415135299567667,5.051542090863009,2.0897934627867376,Iris-virginica
+31,6.357864897140458,2.714602794256688,5.366489263589068,1.873017067692344,Iris-virginica
+32,5.539759551212662,3.0,4.218471128919729,1.336899542354819,Iris-versicolor
+33,4.926470000181408,3.105372139929278,1.4206996919641377,0.3913292242485568,Iris-setosa
+34,4.725052871469163,3.2279975571746387,1.397174497579393,0.20209391587766853,Iris-setosa
+35,4.898044174625684,3.080041628789739,1.5000526551422646,0.1,Iris-setosa
+36,6.674798891676625,3.29672361144336,5.67913643657161,2.0893993825051247,Iris-virginica
+37,6.429878921220973,2.8864177698536055,4.295426397325751,1.27983450971767,Iris-versicolor
+38,5.889577094143302,3.0,5.1265682084432465,1.7972124983279607,Iris-virginica
+39,5.3676176185254105,3.5814025778047047,1.517459973169968,0.20133275072605367,Iris-setosa
+40,5.9996426045318305,2.691325947385235,5.085220509967169,1.6024189441661842,Iris-versicolor
+41,5.097427322969486,3.3021697093719444,1.7635052839521768,0.5162320370722194,Iris-setosa
+42,5.611159390103086,3.0,4.063006816070577,1.3150929241159899,Iris-versicolor
+43,5.18654404038935,2.737611072908656,3.8670276657049634,1.4222735215021802,Iris-versicolor
+44,6.413458060198053,2.9052702508662187,4.211706197812185,1.3361916383478554,Iris-versicolor
+45,5.0123620401662,2.4651806420226454,2.8882450328060276,1.0861553616354709,Iris-versicolor
+46,5.861696578397324,3.0,4.202094152387026,1.4737420283679854,Iris-versicolor
+47,5.532829562047659,2.5237368821144646,4.228463208697292,1.1085334835873502,Iris-versicolor
+48,5.872250477418045,2.8071886697073993,4.644193543673318,1.247580085376037,Iris-versicolor
+49,5.117918138590541,3.7763980242341177,1.5416946259663185,0.37493151614180265,Iris-setosa
+50,5.25836938606445,2.60476427320533,3.46391449390994,1.207496538396709,Iris-versicolor
+51,5.068822735079314,3.3665130269869463,1.4501083454469477,0.2060878628565114,Iris-setosa
+52,7.677212228683784,2.599562865632911,6.899998877126667,2.2994375774894125,Iris-virginica
+53,4.999310110219198,3.3946128496148273,1.5897550638681244,0.3663264141383175,Iris-setosa
+54,5.867156420279836,3.0,5.106239102541741,1.7885235927360292,Iris-virginica
+55,5.730239415030616,3.8154238567473557,1.8081499711875235,0.29776936580402497,Iris-setosa
+56,6.947311932510369,3.067758973731578,5.790875516949881,2.2003201436911786,Iris-virginica
+57,6.359923489240871,2.9551164931737453,4.364138125928709,1.326323993852791,Iris-versicolor
+58,6.294974594115197,3.4060633194724477,5.6035116406653565,2.3981895872971735,Iris-virginica
+59,7.698231261791372,2.5874445659840246,6.9,2.28751235033205,Iris-virginica
+60,4.90777163114445,3.0999150406279785,1.4981954284105756,0.1,Iris-setosa
+61,5.332599979831153,2.5850571243054623,3.865374601199633,1.199822458343058,Iris-versicolor
+62,7.9,3.79788862585702,6.383565566624169,1.994184756574567,Iris-virginica
+63,5.414773540406309,3.0,4.53708914220585,1.500329213917432,Iris-versicolor
+64,5.091947468708946,3.4004954412874,1.5207271664110804,0.20290788866267906,Iris-setosa
+65,5.311535834672634,3.3924305193453197,1.6123646629161041,0.20193048617723158,Iris-setosa
+66,6.286556763435798,2.506572497350503,4.899236963695649,1.4875928607169864,Iris-versicolor
+67,5.179525333396243,3.7480294706592,1.550465675789712,0.20256290017839185,Iris-setosa
+68,5.75745426120827,2.7419176362922233,4.599124961511844,1.2479487073164468,Iris-versicolor
+69,5.787113122484759,3.128782730210548,4.732455508930136,1.7534598245318436,Iris-versicolor
+70,6.88361251809507,3.202739773936787,5.887644349057884,2.3119685622425186,Iris-virginica
+71,5.468620992071286,4.2,1.3967801601271026,0.21306880043202306,Iris-setosa
+72,5.683515653050494,3.7887754502536843,1.6143312986784655,0.3005128324967905,Iris-setosa
+73,6.2149858267220495,2.200000325072012,4.514228049912437,1.5099100676880974,Iris-versicolor
+74,5.5436767589580445,3.5822774809242017,1.5909281874394223,0.33880898176584,Iris-setosa
+75,6.127430830725385,2.924795124338629,4.659683234805871,1.3027801519361888,Iris-versicolor
+76,6.167402125106934,2.2000002817092734,4.466152960378905,1.5009630019934546,Iris-versicolor
+77,6.253700537329216,2.700439489657928,5.520435591993787,1.7088782466792336,Iris-virginica
+78,6.3773245116105235,2.7056022784710474,5.286966213741628,1.8696849621619431,Iris-virginica
+79,5.381205247666166,3.0,4.469222703803162,1.495697509410581,Iris-versicolor
+80,6.811232111366775,2.811995544522333,4.814130227057914,1.4046803064222007,Iris-versicolor
+81,5.613820806667249,2.483334248834707,3.8178069609374115,1.0794657276739026,Iris-versicolor
+82,4.904556111568852,2.408295878176736,3.2912759268924754,1.07154666493413,Iris-versicolor
+83,5.327368193310925,2.4421047517049117,3.5150714960521072,1.0734136830109369,Iris-versicolor
+84,4.830046431286333,3.0,1.405753320885368,0.34169772222102607,Iris-setosa
+85,4.7942489757414615,3.0,1.3963698192848715,0.1,Iris-setosa
+86,6.119589297589222,3.0,4.60434907641522,1.3916982882719997,Iris-versicolor
+87,6.313321163371511,2.7090113223622376,4.893752296581927,1.7989900832550152,Iris-virginica
+88,5.100190877158049,3.455657584483891,1.3959616149702079,0.29880107266801764,Iris-setosa
+89,6.759114402710993,3.0,5.496907477959887,2.0795584231114304,Iris-virginica
+90,6.505105355139122,3.194958883729207,5.091769723606487,2.0036640263667382,Iris-virginica
+91,5.887643297201649,3.2019478669997206,4.7861033493482115,1.80270497691587,Iris-versicolor
+92,5.549823423725713,2.6697219793711784,4.435359619999209,1.2460405708816995,Iris-versicolor
+93,5.004401075259222,2.459126692496362,3.0376084192259345,1.0846028700695765,Iris-versicolor
+94,7.316332664610189,2.9257715406713607,6.261875331434843,1.8129106601937026,Iris-virginica
+95,6.860464069834689,3.102526277149599,5.097636533460533,2.2880563115193966,Iris-virginica
+96,6.708628071302147,3.0,4.988642052405998,1.7021668336496514,Iris-versicolor
+97,6.305501329966457,3.3888125059246255,5.620268755129425,2.4000544897359437,Iris-virginica
+98,4.498179593864723,2.296517461941628,1.2974600990570189,0.29878434877291177,Iris-setosa
+99,5.952921044961681,2.2,4.927949191121344,1.4663125644099229,Iris-virginica
+100,6.688290577907453,3.298707092469936,5.729374114356776,2.1213503358292467,Iris-virginica
+101,4.616815858227822,3.3965267231699547,1.4021078687232598,0.2949697575162722,Iris-setosa
+102,5.79624955352472,2.7776922916496254,5.114488041869465,2.394321081816483,Iris-virginica
+103,5.365357271671742,3.8565905064282795,1.66497831382956,0.4029299812353614,Iris-setosa
+104,5.49369599120418,2.5430290993726,4.079890619910737,1.163547731015512,Iris-versicolor
+105,5.132257130815691,3.5314544934727357,1.4039568576856134,0.29777671279381834,Iris-setosa
+106,6.527742078655829,3.1780513397027668,5.097426038482545,2.0007693070459647,Iris-virginica
+107,5.6262842590303,3.0,4.110366463922824,1.3381858060997998,Iris-versicolor
+108,7.325991825588578,2.904130519150802,6.327104254274751,1.803299530275955,Iris-virginica
+109,6.30961563459247,2.2988745565990953,4.381233337630388,1.3096902923721594,Iris-versicolor
+110,6.664222345486382,3.295378625783423,5.661818641840232,2.5,Iris-virginica
+111,5.360118127741931,3.8500274479690644,1.5960108993258184,0.2942704178503335,Iris-setosa
+112,6.482437284288765,3.0,5.798291525071537,2.2124952478333304,Iris-virginica
+113,4.903110099347205,3.093410799694827,1.4962937297044032,0.1,Iris-setosa
+114,4.814891207311263,3.0,1.404530113100222,0.26712473695936567,Iris-setosa
+115,5.121108656155769,3.79088480691432,1.4993304026380434,0.19876588007345608,Iris-setosa
+116,7.262828525122542,2.8938651565948477,6.283684627589963,1.7974224726071868,Iris-virginica
+117,6.688145842788387,2.5022530030499457,5.777423218911596,1.7980855119389731,Iris-virginica
+118,5.40150989623584,3.3939988561796626,1.6818160166499334,0.19743130711449797,Iris-setosa
+119,6.306134961036323,3.309736327471351,4.700883204809312,1.6063706068304038,Iris-versicolor

iris/tab_ddpm/7_2/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/12/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.70277006506385,2.4639557075722722,4.959685471755646,1.9854006706518021,Iris-virginica
+1,5.600936780405904,3.0,4.092577660863683,1.2755126057455612,Iris-versicolor
+2,4.904344729698261,3.080002456255987,1.497672599628349,0.1,Iris-setosa
+3,5.907740931125035,3.0,5.111408777110099,1.7996439494160992,Iris-virginica
+4,5.674979791368599,2.470547357420414,5.008405003536237,2.022786498178182,Iris-virginica
+5,6.007288439521454,2.2000002852301197,4.99573030823972,1.4930831798002744,Iris-virginica
+6,5.098661553694682,3.517337829825032,1.3990804122424172,0.3068784588014249,Iris-setosa
+7,5.449849483866965,3.512712140540597,1.5230074119268036,0.35792242764284726,Iris-setosa
+8,4.504414874270014,2.2923994819770757,1.295356557405507,0.2937831381845229,Iris-setosa
+9,5.996258646488014,2.2000002847573072,5.006353413011696,1.4867885955535927,Iris-virginica
+10,6.645484227196521,3.2727574488204563,5.635047484589919,2.0708391324690965,Iris-virginica
+11,4.816975145747927,3.0,1.4018923481374708,0.10000009143721474,Iris-setosa
+12,6.463740729193789,3.0,5.535786657759651,1.7941582308392863,Iris-virginica
+13,5.108187647621093,3.4039939752390347,1.4994065035940727,0.19881542082546538,Iris-setosa
+14,6.281755751439596,2.2980766859581427,4.385203801694133,1.2800972942761808,Iris-versicolor
+15,6.108879901909061,2.790888579898527,4.698735774014726,1.184922793589429,Iris-versicolor
+16,5.6831750185847865,2.501481822603983,4.9901076243011975,2.000256541381067,Iris-virginica
+17,5.9783935905291985,3.0,4.761074962277297,1.7940267882211545,Iris-virginica
+18,4.400000484331835,2.8977869488931214,1.3900797492524506,0.198635750715036,Iris-setosa
+19,7.6870168926256355,2.6108802621256246,6.899998346682507,2.2881868695715144,Iris-virginica
+20,6.861444669158444,3.202481302892278,5.694317381338529,2.294138557487957,Iris-virginica
+21,5.367441436889121,3.6065999868712653,1.5252207302732517,0.2016986252678624,Iris-setosa
+22,4.807808280011767,3.0,1.4040835277167156,0.10000009711255053,Iris-setosa
+23,6.684160266796224,3.0,5.0112236354503334,1.7144663793256942,Iris-versicolor
+24,6.302197407326662,2.3363465433621107,4.4095099470175265,1.308060632379863,Iris-versicolor
+25,5.099616073210598,3.3025891330890023,1.6686841976466367,0.49687324990177834,Iris-setosa
+26,6.870965490176649,3.089256967728077,5.104285930761472,2.293046376870871,Iris-virginica
+27,5.2049473921186475,2.69906610471332,3.7923697598147847,1.4124182512052763,Iris-versicolor
+28,5.7482267748394165,2.6386260204296943,5.066666106224346,1.9326511629224732,Iris-virginica
+29,7.728046827375321,2.6035925442409757,6.899998847332561,2.3069337923131195,Iris-virginica
+30,6.28171379869698,2.702319867745914,4.904759378346312,1.8047596989654142,Iris-virginica
+31,5.116563647742607,3.5905672174077052,1.4079812908676639,0.33874431882231265,Iris-setosa
+32,6.224807589137769,2.200000448648237,4.529826982520788,1.530174108016081,Iris-versicolor
+33,7.702238046250828,2.5994103365263643,6.8999986563587035,2.2916153938560786,Iris-virginica
+34,6.680784815785483,3.3023499159319645,5.676228586814316,2.1034844192746,Iris-virginica
+35,4.7721641927364455,3.0,1.3957724394874107,0.2970090114835493,Iris-setosa
+36,4.904036036693111,3.115557915401181,1.575964583810875,0.1,Iris-setosa
+37,5.819072288262285,2.756799168664637,5.115172728066384,1.816493584496242,Iris-virginica
+38,6.3102483496802515,3.2916199949109726,4.707124004594492,1.612926607454693,Iris-versicolor
+39,5.780690015789488,2.7152735445697065,5.097384332107587,1.887723579115225,Iris-virginica
+40,4.808998918809653,3.0,1.3987378891131566,0.29212703287029707,Iris-setosa
+41,5.348711075960141,3.8659910432582842,1.6349322950139993,0.41152714619864617,Iris-setosa
+42,4.899265800017686,3.0,1.4020756117545896,0.19953311558226,Iris-setosa
+43,6.308502977123343,2.9090504238441737,5.627582133453877,1.7959836966623728,Iris-virginica
+44,4.493042855118557,2.299501499033298,1.2957106473349975,0.2981369115236373,Iris-setosa
+45,4.9038780694036035,3.080128425726851,1.5070936104073371,0.1000001098943422,Iris-setosa
+46,6.234652509676248,2.9088502518472743,5.4867208151743645,1.7994010455629188,Iris-virginica
+47,5.148036093194621,3.4025487517698494,1.4973305402274322,0.20047454399109244,Iris-setosa
+48,6.709918515384542,3.3011055851563347,5.689417221966221,2.104824536406371,Iris-virginica
+49,4.591357570980513,3.4046798834104104,1.4005896811597291,0.31150561021264345,Iris-setosa
+50,5.489535528901497,4.2,1.4028926960130261,0.20865288705284415,Iris-setosa
+51,5.893293046464339,3.0,5.09002695703168,1.7953843765640083,Iris-virginica
+52,6.160291179208888,2.2,4.501028791064192,1.4826941369149809,Iris-versicolor
+53,5.423394180776526,3.4098275530624576,1.7735514513039408,0.20283306436340195,Iris-setosa
+54,6.792987426775001,3.0,5.56415738253178,2.107248734647872,Iris-virginica
+55,6.723152041346247,3.316278815959021,5.69574858827954,2.1075713579214614,Iris-virginica
+56,5.929540022025851,3.0,4.284401000322209,1.4875874614332307,Iris-versicolor
+57,7.687751792011343,2.5944933182589507,6.9,2.3020002295450483,Iris-virginica
+58,6.54081931414192,3.0,5.455804751565995,1.8090445598326672,Iris-virginica
+59,4.838444502780182,3.0,1.403054883048858,0.2693222933687401,Iris-setosa
+60,5.779471362504993,2.68507655287671,5.099035523061346,1.9020103346506843,Iris-virginica
+61,6.630489847517567,3.203885491022696,5.114428738540191,2.0994110962355608,Iris-virginica
+62,5.992800164978669,2.2000002993085785,4.976844254853338,1.5068792801108903,Iris-virginica
+63,5.0781422892626065,3.6518308682407263,1.4998717102176737,0.3709011976623615,Iris-setosa
+64,7.242214977489334,2.885910350187307,6.266662114551767,1.7967561569477426,Iris-virginica
+65,5.261595322423913,3.729661302138246,1.5753749153721501,0.19932819786277833,Iris-setosa
+66,6.8332047952276245,3.1909050107951558,5.810717972427972,2.317641815792371,Iris-virginica
+67,4.4000005683298955,2.9084642749173413,1.3927081998752453,0.18886780242511209,Iris-setosa
+68,5.510994066819955,4.2,1.4056532108989899,0.21042972052932393,Iris-setosa
+69,5.5644918437362065,2.6733456412704646,4.255056867180226,1.2792087224436763,Iris-versicolor
+70,4.502345196391935,2.3105999535981634,1.3019428713952659,0.35230109325156966,Iris-setosa
+71,5.709058069420022,2.49138943964074,4.979893194923048,2.0032446396196613,Iris-virginica
+72,5.009873612653643,3.310865830816556,1.4058194223305702,0.19768969580796075,Iris-setosa
+73,6.108573402251708,3.0,4.592407215023991,1.3718394152314852,Iris-versicolor
+74,4.872008476204014,3.0608980223664815,1.4845046838916875,0.10000010621734745,Iris-setosa
+75,7.009450983423937,3.0,5.645037182880394,2.1019883276463758,Iris-virginica
+76,4.581074486849597,3.3474717752147023,1.393488793984751,0.2750473045981938,Iris-setosa
+77,4.600426764830502,3.2015889138218205,1.4028125145661368,0.21116707952943456,Iris-setosa
+78,6.295471560795224,2.5118511079605574,4.975119913184576,1.5100500262037988,Iris-versicolor
+79,7.708433393101513,2.635163299977052,6.9,2.295259517116956,Iris-virginica
+80,6.044550314049353,2.2000002759757855,4.989779077722775,1.533929033407642,Iris-virginica
+81,5.301737569227507,3.3912267814380974,1.6331562592526265,0.20013986106104584,Iris-setosa
+82,4.794300409544013,3.0,1.397926205024004,0.2952027518631624,Iris-setosa
+83,5.196336200156149,2.6641659877400836,3.959086868569759,1.3839769037963472,Iris-versicolor
+84,6.882510757196601,3.1473281550768304,5.776742981169817,2.2701474430998916,Iris-virginica
+85,6.906556745533425,3.0826826545995885,5.104489824474086,2.301274145261205,Iris-virginica
+86,4.921832023794621,3.085295917853093,1.4035806191876081,0.19624697587678042,Iris-setosa
+87,7.2960199856211885,2.910399181101408,6.311213961100676,1.800771407483458,Iris-virginica
+88,6.673374621257565,3.2891045562118055,5.692490721328826,2.5,Iris-virginica
+89,5.810978679343886,2.807832936173377,5.102576644760163,2.407366532891,Iris-virginica
+90,7.3085029867392555,2.903075289320285,6.330241681743605,1.7973947840281466,Iris-virginica
+91,6.315282492330463,2.701347711722032,4.966693559424673,1.796387579517195,Iris-virginica
+92,7.665221371308144,2.6150599239334755,6.899998554977318,2.296943603882349,Iris-virginica
+93,5.819398702742606,2.8141571381161072,5.093035297877321,2.392304860245866,Iris-virginica
+94,4.90225665479061,3.1243977782729386,1.4960755019249505,0.10000009381492858,Iris-setosa
+95,7.719723761639796,2.6053750778031097,6.9,2.3072402978578217,Iris-virginica
+96,7.7179933373931515,2.609608991399801,6.9,2.3168851832782678,Iris-virginica
+97,6.978158752054404,3.0662060409157714,5.875159857506175,2.2132208085568985,Iris-virginica
+98,4.901004379909225,2.4063995932331643,3.2466078463604258,1.0147025025553162,Iris-versicolor
+99,7.731053541156926,2.6287521361470687,6.9,2.3008808287761364,Iris-virginica
+100,5.811571647346014,2.8237277819563102,5.112252383048888,2.400693201940106,Iris-virginica
+101,6.213982045835305,3.273682529642144,4.7255806169110945,1.6535007616684536,Iris-versicolor
+102,6.8558429155573535,3.200172403467536,5.784002814613644,2.2964391753948648,Iris-virginica
+103,5.896697378692729,3.209867118099125,4.800158856748321,1.8008725438692803,Iris-versicolor
+104,7.053589766327179,3.003553592351292,5.773752280365124,2.167410928116489,Iris-virginica
+105,4.805801177366682,3.0,1.3989665515293548,0.32703403963746897,Iris-setosa
+106,7.08245532460087,3.0,5.807654702825011,2.1187056434624734,Iris-virginica
+107,5.218752409492877,2.6667961907602344,3.8882382864214393,1.3843620515875459,Iris-versicolor
+108,7.327353839473989,2.889064902469766,6.311140836080041,1.8110432319520553,Iris-virginica
+109,6.019543932193887,2.9224106073479916,4.437461837352153,1.5293876844641148,Iris-versicolor
+110,6.485713333613361,3.0,5.86413382697967,2.231568706115749,Iris-virginica
+111,5.831555542301266,2.808970474069203,5.1041039237264245,2.402325572961605,Iris-virginica
+112,5.622969543247236,3.0,3.9789962683722315,1.323687073281679,Iris-versicolor
+113,5.580645733631433,2.8710496130021648,3.594292770872038,1.255837209329475,Iris-versicolor
+114,5.835955355302324,2.8838590364298895,4.554237555361233,1.3321850585657449,Iris-versicolor
+115,5.1129049549017385,3.52378041334674,1.4007882754137122,0.30319356306078454,Iris-setosa
+116,5.4364218063828735,3.4074067513490323,1.7846897140532703,0.20113704090190762,Iris-setosa
+117,7.694908757047031,2.603363259722587,6.9,2.284615533025441,Iris-virginica
+118,5.021385652469691,3.4934494624444232,1.5996095485304191,0.42018899951867217,Iris-setosa
+119,6.555499713922352,3.0,5.521008883809045,1.799419908039071,Iris-virginica

iris/tab_ddpm/7_2/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/13/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5521066733192646,2.4421857197605847,3.8023845475430735,1.0885794970831908,Iris-versicolor
+1,6.399599476062109,2.908751690196069,4.316314917455613,1.3039206695997656,Iris-versicolor
+2,5.951902883983666,2.6935077003383188,5.080391206940417,1.5559245922862026,Iris-versicolor
+3,6.148927770240162,2.2,4.406444632563316,1.4917204623208549,Iris-versicolor
+4,5.510322246565132,2.9107881957975077,3.703927341338896,1.3700039894768112,Iris-versicolor
+5,5.006737352802545,3.2043602821667627,1.2,0.19999483279767738,Iris-setosa
+6,6.510534838188359,3.0,5.507603534741542,1.8014644063387262,Iris-virginica
+7,6.135954319186294,2.6033790337088765,5.59173899475704,1.4346878586705873,Iris-virginica
+8,4.601033604093202,3.1843889919227664,1.3990623888123996,0.1970448769848006,Iris-setosa
+9,5.017585405831168,3.3267402628152376,1.4059020213779116,0.2040716892132272,Iris-setosa
+10,7.9,3.799939071035567,6.404114345609285,2.0179806703221916,Iris-virginica
+11,6.315537325518914,2.7121645232666762,4.949729261578364,1.798649930158321,Iris-virginica
+12,5.793370987666278,3.0,4.294887772712899,1.366032042538897,Iris-versicolor
+13,5.0080588557900265,3.308103229717109,1.4073075493653386,0.2022020155606038,Iris-setosa
+14,5.577236921278219,2.4971680660619353,3.8819873767720514,1.083471921916992,Iris-versicolor
+15,4.892055915184709,3.0,1.3987536894764943,0.19245062576669203,Iris-setosa
+16,7.310113120465012,2.90970588182401,6.294154274123728,1.7946737613785941,Iris-virginica
+17,6.162554746069182,2.2000003171259683,4.451011873791127,1.4820398683480978,Iris-versicolor
+18,6.603395315288737,3.2051113135785902,5.088872900726201,2.0773755827695486,Iris-virginica
+19,6.526343208443511,3.0,5.5289044637231,1.8041301638201548,Iris-virginica
+20,6.713843542482341,3.302286132734744,5.698264052340551,2.1075342029983917,Iris-virginica
+21,4.8694237416368775,2.3882867557957526,3.218912986185156,0.9991973247797612,Iris-versicolor
+22,6.191365864196193,2.2000003072628918,4.498835758947754,1.4957549433132353,Iris-versicolor
+23,6.75016871764567,3.0,5.008381105740734,1.7004645071333828,Iris-versicolor
+24,5.415430003497758,3.4095827330041804,1.561784569120606,0.42165552680463025,Iris-setosa
+25,6.299496243838858,2.3075464865440694,4.4145773132801915,1.3016426413365227,Iris-versicolor
+26,6.565276177193578,3.117889591733348,5.266265053376006,1.962299214479136,Iris-virginica
+27,6.008482592246102,2.7033300747553204,5.100686132126738,1.6033220393107817,Iris-versicolor
+28,6.6905894186712,3.2951058516437715,5.774925160029867,2.0878649973313546,Iris-virginica
+29,6.10801701431492,2.807849904849439,4.710474628144689,1.1925808215784077,Iris-versicolor
+30,6.781617998394664,3.0,5.534674450679041,2.111398268198205,Iris-virginica
+31,6.710292169712896,2.5131388231306526,5.812137790666979,1.8039792338917213,Iris-virginica
+32,5.7390714394962865,2.5648082508354326,5.0422295920784865,1.9508234719937807,Iris-virginica
+33,6.483962119360673,3.0,5.427978601790822,1.801419527853106,Iris-virginica
+34,4.597112522854374,3.2116718983227925,1.398265560951331,0.19831025966250765,Iris-setosa
+35,6.713554888982824,2.4852064010690604,5.766918229024171,1.8029908395447156,Iris-virginica
+36,6.299987575858341,3.3000631114987664,4.691439302839952,1.5954301383193845,Iris-versicolor
+37,6.794292002490419,2.8042509569107716,4.819064854211313,1.4262469112068934,Iris-versicolor
+38,6.87276273749913,3.2075058654923216,5.744452082802147,2.3058485339162353,Iris-virginica
+39,6.809892578067484,3.102397770461677,5.106299830785452,2.3267441252320102,Iris-virginica
+40,5.033014706665995,3.2069391415160604,1.2000002331064552,0.19864205324339024,Iris-setosa
+41,6.519049583850609,3.0,5.570407048374982,1.798846829463478,Iris-virginica
+42,4.8810117228666705,3.0825296391970585,1.7277016986619056,0.1,Iris-setosa
+43,5.95250226834328,2.2,5.001395661832338,1.491835273760085,Iris-virginica
+44,5.383515157574247,3.8840775772661673,1.689280638877853,0.3925848195496676,Iris-setosa
+45,5.501286582597448,2.57542988286416,4.357941823346226,1.162462236497113,Iris-versicolor
+46,6.312807159273978,2.3039106306998463,4.428999287983314,1.3068000070375132,Iris-versicolor
+47,6.919075035302291,3.0,5.610570554942287,2.0891560828898808,Iris-virginica
+48,6.9073996787642695,3.1039825166535633,5.107880176968104,2.297210173901907,Iris-virginica
+49,5.981200732153349,2.2000002923128896,4.968926784363685,1.5266282821402481,Iris-virginica
+50,4.595443160798233,3.398565618008853,1.3968005645401942,0.29778692493824377,Iris-setosa
+51,4.584746136788499,3.41548223835157,1.4024544000700445,0.3214149778318885,Iris-setosa
+52,4.501738950299226,2.3053820781867946,1.307578894494446,0.29651259088793713,Iris-setosa
+53,6.1731201611201705,2.835403039824747,4.675209222985867,1.2049620479465348,Iris-versicolor
+54,4.597934692846759,3.416429393138216,1.4004674509832433,0.2918514012676243,Iris-setosa
+55,5.465967450090253,4.2,1.4096431364634834,0.19929943120222737,Iris-setosa
+56,6.033879050741682,2.7960145700993895,4.675690848588991,1.1757190916975222,Iris-versicolor
+57,6.497105390532966,3.0,5.80199085526001,2.2077940073443814,Iris-virginica
+58,4.988699515823574,3.2997150384454663,1.4046583970059283,0.20058503035708644,Iris-setosa
+59,5.491154843775278,3.5457356908716657,1.668060541001981,0.33354561305040764,Iris-setosa
+60,6.4515259033786965,3.0,5.499712221783388,1.796582854005961,Iris-virginica
+61,6.012157236282404,3.0,4.771525730242602,1.8018475777438503,Iris-virginica
+62,6.781161891702776,2.810856400504398,4.8067213716180195,1.3967870913840867,Iris-versicolor
+63,5.372473632704587,3.0,4.423672278924599,1.492468094731347,Iris-versicolor
+64,5.899877991894996,3.2046686287703072,4.786356962681019,1.8046417793440537,Iris-versicolor
+65,5.593871160485643,2.5348663027627776,3.9428315609214617,1.1218464675504993,Iris-versicolor
+66,6.267053125084799,2.8792908290942076,5.4952154532540485,1.807623739809085,Iris-virginica
+67,6.70432840232041,3.2996528901852993,5.725131189039853,2.093804557254727,Iris-virginica
+68,5.519477423514147,2.4527566675241963,3.862424357072838,1.1073389081958096,Iris-versicolor
+69,6.723153534285682,3.3009165638238436,5.697363421775974,2.5,Iris-virginica
+70,7.685335013217293,2.599048009980512,6.899998857928075,2.300579734322241,Iris-virginica
+71,5.499347996738161,2.3875213744904156,3.8095895801709743,1.1068523528691538,Iris-versicolor
+72,6.175151892769283,2.2,4.482644556184981,1.5105309962589248,Iris-versicolor
+73,4.8862850331931815,3.09115887009744,1.5467734992074118,0.10000009894712306,Iris-setosa
+74,7.481712468079627,2.8458056006196975,6.752045610143548,1.9272092846395918,Iris-virginica
+75,4.942590673091152,2.4221664879894353,3.1426996148133375,1.0711515254173098,Iris-versicolor
+76,4.492419163984335,2.2836488675683184,1.3074674537070992,0.29090021227727497,Iris-setosa
+77,4.601365819366129,3.396488301885401,1.401405942661548,0.30356097178162855,Iris-setosa
+78,4.815540631299695,3.0,1.4376528578009546,0.1,Iris-setosa
+79,6.822946195137714,3.183147996191637,5.840806729667615,2.295637937801929,Iris-virginica
+80,5.115970768453935,3.8362494898664483,1.607729473429669,0.20736002613155374,Iris-setosa
+81,4.987883636489837,3.200229017405586,1.2,0.20207384791363395,Iris-setosa
+82,5.595614620483433,2.7035493127004555,4.13108217957722,1.2905353537546045,Iris-versicolor
+83,5.928326280620471,3.0,5.095506923739815,1.798665638246927,Iris-virginica
+84,4.9058813402651715,3.095140465609066,1.6492228684897223,0.10000009940944077,Iris-setosa
+85,5.9019173359281,3.0,4.225643574213286,1.5175992155780225,Iris-versicolor
+86,6.9784494000028365,3.0,5.7119649516610576,2.1200311639622105,Iris-virginica
+87,4.862197950982974,3.0,1.4050329683017513,0.1,Iris-setosa
+88,4.4,2.8739798961514986,1.407997807728449,0.20256623353496656,Iris-setosa
+89,5.962883086908302,3.0,4.316835053303874,1.5424497228722749,Iris-versicolor
+90,5.712523520017605,2.4822842077461185,4.939713851418804,2.001342012998073,Iris-virginica
+91,6.270982432438039,3.401159895637664,5.599748671485377,2.3999445976275515,Iris-virginica
+92,5.558714986047528,2.5818646127508846,3.9825544347751904,1.1891256762298317,Iris-versicolor
+93,4.587521175457022,3.400328436101128,1.4019358233181407,0.29192596523175485,Iris-setosa
+94,6.01862212793049,3.0,4.458579903027907,1.5061952435639967,Iris-versicolor
+95,5.091062750192212,3.6849045625512415,1.6868620929008635,0.36100486673947935,Iris-setosa
+96,6.315211964062679,2.291601899714009,4.419177977648528,1.2922533181858906,Iris-versicolor
+97,6.581145547579878,3.002224298052867,5.87031939973722,2.240673874948217,Iris-virginica
+98,5.996510757602368,2.704658062645418,5.105220086909196,1.6035416188656386,Iris-versicolor
+99,7.296337519826229,2.892384997168196,6.286389598322314,1.7982046776271403,Iris-virginica
+100,4.904142378809801,3.115580068043732,1.5586904951919698,0.1,Iris-setosa
+101,5.351622078800152,3.87467392003359,1.729382691361294,0.3920074658973276,Iris-setosa
+102,5.353622979391728,3.3912768865938863,1.6316497204759122,0.19621743380228746,Iris-setosa
+103,5.4246783051673795,3.0,4.486509889662343,1.4799989378676888,Iris-versicolor
+104,6.505405737538026,3.1932972267478714,5.098811072782554,2.0111187880272876,Iris-virginica
+105,6.739694121217717,3.0,5.513384545362429,2.1182790715379745,Iris-virginica
+106,4.823979137075176,3.0,1.386517200348241,0.28818556919021254,Iris-setosa
+107,4.885346904381364,3.109108575223465,1.4871657299535939,0.1,Iris-setosa
+108,5.218630460981227,2.6778504336503666,3.8767248909423477,1.3838417164128614,Iris-versicolor
+109,5.9083727153182934,3.188133594889518,4.780501179604348,1.7955166899545336,Iris-versicolor
+110,5.655399902111545,2.9239901649844904,3.853507630140788,1.312605868240129,Iris-versicolor
+111,6.573672139079338,3.0,5.882161548225988,2.177278990976172,Iris-virginica
+112,6.957898004101031,3.0,5.6357274788110345,2.102644488712392,Iris-virginica
+113,4.756718164341583,3.4109418276775596,1.4044999577315658,0.29240540398331577,Iris-setosa
+114,5.135633478635461,3.74650033665564,1.498081415368213,0.20736080642928392,Iris-setosa
+115,5.13080122393929,2.667156675045705,3.8023019491117953,1.3941193735243629,Iris-versicolor
+116,4.635765680306369,3.3711218512635623,1.407887689687693,0.28486318583030246,Iris-setosa
+117,4.578176431709463,3.2893182358745965,1.3886153385527271,0.2398015457898777,Iris-setosa
+118,6.548277310917654,3.181355835414844,5.102811577044606,2.0350352676815837,Iris-virginica
+119,5.809485433164027,2.8061941918798423,5.09071130436067,2.407433234510972,Iris-virginica

iris/tab_ddpm/7_2/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/14/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.638554939560412,2.7391836112774586,4.4686863513195725,1.2710379398191858,Iris-versicolor
+1,6.323353102087581,2.887996011803556,4.286404952868539,1.297673090427777,Iris-versicolor
+2,5.607061133642477,3.0,4.208382568275006,1.349962998356314,Iris-versicolor
+3,6.216558630852143,2.2000002855288057,4.543121590510908,1.4755451683700234,Iris-versicolor
+4,4.789174125612306,3.0,1.389348934689885,0.10000009144863158,Iris-setosa
+5,5.572483151417572,2.673178185245113,4.2830231784580715,1.2888008267265445,Iris-versicolor
+6,5.946527606585435,2.998164703850467,4.429856304792282,1.5258819155351435,Iris-versicolor
+7,6.155598112564122,2.2,4.457038946448102,1.4951929495779503,Iris-versicolor
+8,6.798248487327269,3.0,5.4931772460873916,2.0948494706143617,Iris-virginica
+9,7.692424429560249,2.5895553198086967,6.9,2.2948756069560354,Iris-virginica
+10,5.0688327525201196,3.5838672280679624,1.4999085671890589,0.43871680337820385,Iris-setosa
+11,6.274716714707655,2.7283176875152013,4.847644676722084,1.8013275331012684,Iris-virginica
+12,4.88202503121725,3.0955527048206357,1.4965829701845539,0.1,Iris-setosa
+13,6.813415723959505,3.1970061892746835,5.877788190538872,2.281363065865496,Iris-virginica
+14,7.899995610064912,3.6257499182316155,6.439786054991959,1.9521174047502658,Iris-virginica
+15,5.030487051722994,3.3638581767212954,1.3881155514390642,0.22245036978998442,Iris-setosa
+16,6.1867982602785005,2.200000278332683,4.474553850560026,1.4741470181746388,Iris-versicolor
+17,6.353661474495748,2.6945737882119953,5.02872188261937,1.817554018890381,Iris-virginica
+18,6.416566938773565,2.696093110282448,5.280073062925364,1.8949695511623932,Iris-virginica
+19,4.905757613108987,3.0973753471805057,1.5021370250170265,0.10000009759180446,Iris-setosa
+20,5.650424593032865,3.791211175755149,1.843970557470484,0.3664219728891508,Iris-setosa
+21,5.993498414930808,2.7085066598134206,5.086828216014253,1.5864679974892555,Iris-versicolor
+22,5.6284063538115,2.6703748027637566,3.978541203463771,1.2819384124691953,Iris-versicolor
+23,7.9,3.786730441865665,6.398681350185758,2.006783914086157,Iris-virginica
+24,6.296117302050961,2.671974222785359,4.90216110951085,1.79411486797132,Iris-virginica
+25,5.513683187375967,2.3890959023895904,3.7372623179793187,1.1167298863934978,Iris-versicolor
+26,4.987618019046597,3.2942017601275047,1.403570099403641,0.1979554147539047,Iris-setosa
+27,5.89988887514733,3.0,4.534674870306672,1.5084279556540152,Iris-versicolor
+28,6.907195315979813,3.172549060553872,5.708254908637822,2.2930466207643927,Iris-virginica
+29,5.85857271986731,3.2100030263699986,4.77121047524799,1.8086040440846491,Iris-versicolor
+30,6.7914308828806345,2.812259444521554,4.794724942225661,1.3952949228668023,Iris-versicolor
+31,4.503922686446819,2.2994563113261535,1.302878446599788,0.3266408530832725,Iris-setosa
+32,5.379091629459674,3.908367435511042,1.606547731969511,0.3823643314438627,Iris-setosa
+33,4.89634743540884,3.115584871986046,1.4948130975861698,0.10000014424479486,Iris-setosa
+34,6.707751089614264,2.4901624900424446,5.814538590719857,1.8056135197090715,Iris-virginica
+35,5.000265984446237,3.2001578801549266,1.2000002307409392,0.19476498580968366,Iris-setosa
+36,5.015015740325878,3.3208083490329523,1.3997643103765718,0.20261455925770638,Iris-setosa
+37,7.165672887065009,3.0,6.006549404432736,2.047176278671378,Iris-virginica
+38,5.163814506542871,2.6771661803849467,3.862997030837073,1.4150840816113857,Iris-versicolor
+39,6.493188135767931,3.0,5.483114991159916,1.803030354745578,Iris-virginica
+40,4.90153570516952,3.0,1.3924119421609682,0.20368425124773748,Iris-setosa
+41,4.8852270582078905,2.3974942179217886,3.4823270443078504,1.0189616687083771,Iris-versicolor
+42,6.110148239093978,3.0,4.60837993725574,1.4154708480748734,Iris-versicolor
+43,7.713421121951274,2.615180580149326,6.899998837992014,2.2987891646241905,Iris-virginica
+44,6.700881286186936,2.5140776440537396,5.841628504538844,1.806104371346134,Iris-virginica
+45,6.818476024233088,3.191495035219346,5.677975651028701,2.2867422607264247,Iris-virginica
+46,6.398673706699907,2.904264449449164,4.304894379410641,1.3180526736816063,Iris-versicolor
+47,5.811068495689573,2.7996125540534544,5.1068954548065175,2.397049283763345,Iris-virginica
+48,6.734847502442507,3.271566520443096,5.683135061335801,2.1567446415893214,Iris-virginica
+49,5.001126184082902,2.4480815954224786,3.123639477031004,1.0609807596941574,Iris-versicolor
+50,7.683926886927878,2.619539489333153,6.89999882656513,2.2993168057818054,Iris-virginica
+51,4.9253696376895215,2.4147026242289744,3.3354022401103856,1.085654133349231,Iris-versicolor
+52,5.437318639410952,3.4095455574335904,1.6603840598749529,0.20277331151445727,Iris-setosa
+53,7.69528850033485,2.610164008675085,6.9,2.3106979344521346,Iris-virginica
+54,5.490416268688054,4.2,1.3870321347201489,0.19587009841242065,Iris-setosa
+55,4.635604454818492,3.4031619433289113,1.401895327212946,0.2976731608833077,Iris-setosa
+56,6.117513067505328,3.0,4.590158045844919,1.4022096381536335,Iris-versicolor
+57,5.399692275894986,3.3993434807168166,1.699899582560023,0.19974152517433888,Iris-setosa
+58,5.566106010798364,2.5239497689068107,3.992475559662357,1.1256889023896228,Iris-versicolor
+59,6.896300299556625,3.0964470537179736,5.098201190865319,2.3057656672085343,Iris-virginica
+60,5.604760217842283,2.5463112159487813,4.073437742760874,1.1405003074977715,Iris-versicolor
+61,4.900025908699742,3.101253949715301,1.5996509864802975,0.10000009906069557,Iris-setosa
+62,5.810192199257538,2.78502460659382,5.123818113523903,1.8741287326351184,Iris-virginica
+63,6.70449627100398,3.2923186793001893,5.696277949759085,2.107692048640099,Iris-virginica
+64,5.703657631126107,2.4818061318950693,5.008531869598351,2.01388372486083,Iris-virginica
+65,5.986844014579515,3.0,4.75677509253929,1.801489560743393,Iris-virginica
+66,6.8833972083420445,3.1876366242072214,5.8280461882386865,2.2858050410624373,Iris-virginica
+67,6.641329301094649,3.2663135827678755,5.608433413194123,2.0785850851416052,Iris-virginica
+68,5.415455329955849,3.400672160014506,1.7186334728779906,0.19937584007920842,Iris-setosa
+69,5.619166781302857,2.941951674959109,3.715708494859488,1.3272722410364501,Iris-versicolor
+70,6.101641831050139,3.0,4.559416478017937,1.3973768042162171,Iris-versicolor
+71,6.022756441067615,2.693990117285321,5.1100410008739745,1.6058580888214227,Iris-versicolor
+72,7.710106210864897,2.6009813230105254,6.9,2.3017220447281894,Iris-virginica
+73,6.281926984235977,2.300976287598629,4.378874086649027,1.3000970834294896,Iris-versicolor
+74,6.302636321632418,3.401598956586908,5.599045636249065,2.4038653039062297,Iris-virginica
+75,6.721671972801047,3.3096291034458685,5.673429002224243,2.5,Iris-virginica
+76,4.5928811995165,3.406658489618922,1.3994104189353058,0.3713596377569448,Iris-setosa
+77,5.662921618581278,3.0,4.230946255356775,1.356343747503749,Iris-versicolor
+78,7.246105779258072,2.891624647095015,6.267269257231788,1.808474400576609,Iris-virginica
+79,6.694225459530949,3.0,4.987450552646977,1.7181887630580526,Iris-versicolor
+80,4.9011371288120875,3.112267628740163,1.518969573320018,0.1,Iris-setosa
+81,6.647032421864593,2.533940100391434,5.676372037337717,1.814436717154035,Iris-virginica
+82,6.782232706211329,3.0,5.433230329141213,2.106472945675214,Iris-virginica
+83,6.313325711874491,2.464010782724158,4.826054192683442,1.4846172999580363,Iris-versicolor
+84,5.406525512582357,3.0,4.492267747490892,1.4884008137845026,Iris-versicolor
+85,6.312697400248152,3.3934311449288495,5.622221871486117,2.389191956220246,Iris-virginica
+86,6.713041696987194,3.297824633386709,5.688723733145701,2.104932851255879,Iris-virginica
+87,5.4633705651359294,4.199999073952659,1.3835781929689028,0.19599629220966536,Iris-setosa
+88,6.026910777220134,2.2000002873116165,5.004719343877169,1.5165440060086446,Iris-virginica
+89,6.022377538534921,2.6979770422026648,5.1086370245281625,1.6107029500972434,Iris-versicolor
+90,6.695617793771451,3.0,4.985791753218975,1.6920561049161351,Iris-versicolor
+91,6.9134163007257445,3.0,5.722213227128863,2.1014710652074267,Iris-virginica
+92,5.449804475274908,3.9053688290770605,1.7298045146984804,0.3969407008010938,Iris-setosa
+93,6.446589164649408,3.0,5.487643354283465,1.809915819369069,Iris-virginica
+94,5.006518304538297,3.221642900720652,1.2000002594518653,0.19938938033077083,Iris-setosa
+95,5.50820919611246,4.199999178899405,1.4035730546471694,0.19735971605342345,Iris-setosa
+96,4.635004621072887,3.3288505654610376,1.4001161102611834,0.2677190944512642,Iris-setosa
+97,5.557351774176636,2.464747547153522,3.881175695907463,1.1213722354518776,Iris-versicolor
+98,5.505161211131044,4.199999273441103,1.3987224262463525,0.2031073319623446,Iris-setosa
+99,4.601034623482114,3.1543585769567892,1.4055873609775538,0.2018098038240906,Iris-setosa
+100,5.827736235447495,2.805513566076138,5.10892587396563,2.3794109399564674,Iris-virginica
+101,5.635745428470034,2.716288402175862,4.147652790371132,1.3050169860392236,Iris-versicolor
+102,6.335190325796295,2.4463860494484195,4.839899910441632,1.4596511658291904,Iris-versicolor
+103,5.9974840247959,2.705843521854035,5.075352136738915,1.5854866744385248,Iris-versicolor
+104,5.491671331276417,4.19999925360157,1.4007756846559478,0.19434698672740397,Iris-setosa
+105,6.047071508964805,2.8642731237140593,4.594805392316492,1.5124647302928298,Iris-versicolor
+106,6.82192312836388,3.1956283032258384,5.793064837398616,2.3029931773225454,Iris-virginica
+107,4.989818105711298,3.2217658024042675,1.2,0.2007102546220604,Iris-setosa
+108,4.905336990891695,3.105965370586,1.5754253075333648,0.10000010726913762,Iris-setosa
+109,6.786483853401456,3.2003116360633537,5.937296426380837,2.303433183795394,Iris-virginica
+110,6.392324218363893,2.886135142268046,4.260249532142701,1.2834987526807349,Iris-versicolor
+111,5.794424278479523,2.8117932103408134,5.09271125232367,2.401881079474618,Iris-virginica
+112,7.160673792217803,2.9618225438102486,6.128870372014596,1.9623063986393394,Iris-virginica
+113,6.308797796739539,3.3068283996064625,4.726638812013493,1.6082218376496604,Iris-versicolor
+114,5.547902521928419,2.4748197298652834,4.047331050689188,1.0747249011758648,Iris-versicolor
+115,5.439798023654779,2.368369747749455,3.714723938254321,1.0970226554438014,Iris-versicolor
+116,6.9010862647370095,3.0,5.5459277357665915,2.1234505821207237,Iris-virginica
+117,6.106216640517599,2.600422857727511,5.634714790818746,1.39448908324229,Iris-virginica
+118,5.0847563362663895,3.633057371629084,1.4991642510435086,0.45128682890512284,Iris-setosa
+119,4.497941835163817,2.306871154236428,1.302190744852526,0.3050907087125642,Iris-setosa

iris/tab_ddpm/7_2/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/15/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.899435335008111,3.0,1.3925472131367336,0.19478822743894836,Iris-setosa
+1,5.403379617791837,3.0,4.489551500461196,1.5213848408256674,Iris-versicolor
+2,6.706360450501287,3.105782110011671,5.865238602492495,2.272421731956326,Iris-virginica
+3,5.97072020383907,3.0,4.259738628250176,1.4889400208721562,Iris-versicolor
+4,6.678307818130755,3.2731845960547012,5.683040274518344,2.1067333944958073,Iris-virginica
+5,6.085716838891499,2.6045903018078547,5.606063049486382,1.404652413729786,Iris-virginica
+6,6.68050071504442,3.0,5.008092802735658,1.707748619933322,Iris-versicolor
+7,5.414912411547817,2.3758992196281623,3.758997114157594,1.1120734058361321,Iris-versicolor
+8,5.000042850879587,3.4097577511075112,1.504245012000209,0.4857479212479853,Iris-setosa
+9,5.180414070759851,3.402411873054655,1.495501576388842,0.2033685161533064,Iris-setosa
+10,4.982133220954626,2.440120707032119,3.0329896459654835,1.0168500244173102,Iris-versicolor
+11,6.298124110562834,2.6992989744304587,4.8912030777317295,1.792560053563198,Iris-virginica
+12,6.020513414707546,2.2000003249360867,4.957032282012498,1.5020646008188294,Iris-virginica
+13,5.593376324333064,2.997372184493302,3.882116009684787,1.2953422976597306,Iris-versicolor
+14,4.886912644022987,2.3882310361278947,3.2338529573117123,0.9426817998885624,Iris-versicolor
+15,5.018320360027982,3.3047897543612876,1.401851304626755,0.20013737256219624,Iris-setosa
+16,6.00277890178356,3.0,4.7972947147355995,1.7960677077943843,Iris-virginica
+17,5.775556965334019,2.784291502072876,5.098742765738279,2.3789995517571167,Iris-virginica
+18,5.575090628528262,2.6870874819643786,4.226290216947876,1.2902136095387686,Iris-versicolor
+19,4.4,2.8984719904221543,1.394458817907681,0.1962307474066034,Iris-setosa
+20,5.590611385549813,2.4703419720067226,3.7811725646458516,1.105361066669927,Iris-versicolor
+21,4.930674895965935,2.4261226279174086,3.359721241003536,1.0513581393965192,Iris-versicolor
+22,5.1210789322116925,3.6586829579673363,1.499294071127606,0.42674640652895335,Iris-setosa
+23,6.393523790674629,2.6997445705531873,5.303603619433775,1.8864337845237025,Iris-virginica
+24,5.433535466192799,3.4633042885754795,1.603498929908343,0.20252648950351004,Iris-setosa
+25,5.83912804963543,2.9944205724949775,4.066456137825344,1.4494417670215856,Iris-versicolor
+26,4.400000485587976,2.910760288551454,1.3916518857466564,0.19706407528549974,Iris-setosa
+27,6.822405325715952,2.8144169130348153,4.784271913417335,1.3942084678048134,Iris-versicolor
+28,4.914225932809589,3.0,1.3968279902521195,0.19417615598382543,Iris-setosa
+29,6.695051484602662,3.24028641034746,5.666382555469813,2.1633538935585874,Iris-virginica
+30,6.004102071113895,3.0,4.803506424158194,1.8059663187407948,Iris-virginica
+31,4.888115698070143,3.105885537943807,1.5698835683245842,0.10000012858987956,Iris-setosa
+32,4.400000482798128,2.9118931768372893,1.3954511151614895,0.2009200568021255,Iris-setosa
+33,6.796762381257256,3.196051539635429,5.836987531548031,2.2876471668429943,Iris-virginica
+34,5.855586916037498,3.0,5.102545202977953,1.7956022271201544,Iris-virginica
+35,5.485805298525391,2.5827765016016127,4.347473600514878,1.1840039597720342,Iris-versicolor
+36,6.691030186373229,3.2832199852785875,5.6846646235422496,2.4999993814365036,Iris-virginica
+37,4.987479713628839,3.204254032644241,1.2000001867543935,0.19749054117542775,Iris-setosa
+38,4.818095590468876,3.028782886655442,1.4407612888885155,0.10000009782124986,Iris-setosa
+39,5.0966915965366795,2.4657043801882494,3.302731220079817,1.1238385179901802,Iris-versicolor
+40,5.117690865179629,2.4961315784642846,3.1151737297830304,1.1072790774943424,Iris-versicolor
+41,5.615540091426966,2.8651914395971634,3.6212210835092034,1.3118639621244084,Iris-versicolor
+42,6.539474513789277,3.0,5.712716056625999,2.1922708126599373,Iris-virginica
+43,6.796277771501923,3.180247705393324,5.8745972013293715,2.294754014754371,Iris-virginica
+44,7.9,3.7195508232931225,6.410788044071774,2.0342195830427783,Iris-virginica
+45,6.099071874239066,3.0,4.600810609433422,1.4186591298980555,Iris-versicolor
+46,7.89999884035638,3.8050737671954904,6.4848735950485725,1.9754591432391,Iris-virginica
+47,5.006694322653179,3.4040294664332733,1.5666416260864557,0.3879562442994714,Iris-setosa
+48,5.502336434738562,2.435296912615135,3.9688138879284978,1.1125358676849395,Iris-versicolor
+49,5.227227330878723,3.3422200770753414,1.621460398554133,0.48385062774551113,Iris-setosa
+50,6.2767503031179075,2.89503839909803,5.5931527721521235,1.7931155920186346,Iris-virginica
+51,5.998236650456285,2.2000002981775446,4.987225018926021,1.4665447473209543,Iris-virginica
+52,4.9971018340702615,3.294948289825834,1.3894960684555995,0.19794411369561146,Iris-setosa
+53,5.739693776697384,2.593907173286673,5.04075974050068,1.94399389147104,Iris-virginica
+54,5.567297471385983,2.518694497429775,3.8926611819863357,1.1031339118766952,Iris-versicolor
+55,6.716962611713245,3.0,5.010156297917897,1.7066893214178813,Iris-versicolor
+56,5.7575103121594005,2.7956579038791136,4.491665936922612,1.3095486942193224,Iris-versicolor
+57,6.044492450661869,3.2540964706030273,4.792775111362149,1.7446877993980723,Iris-versicolor
+58,6.016434733500934,2.2,4.997729161608955,1.507865994529792,Iris-virginica
+59,5.881326590913185,3.0,5.094832691512968,1.7973631323430288,Iris-virginica
+60,6.799848947896679,3.0,5.5074098724667495,2.0970789167677095,Iris-virginica
+61,5.446306663932643,2.404618212456135,3.7010598554192544,1.085921781018081,Iris-versicolor
+62,6.715538236405226,3.299834578405505,5.681724563354506,2.5,Iris-virginica
+63,5.800658559023613,2.709048485005774,5.103493357812446,1.8744061068458457,Iris-virginica
+64,6.4707234164909195,3.1771631480551865,5.087465908261825,2.017070743865796,Iris-virginica
+65,4.9872303236788,3.2072759569693354,1.2000001965476768,0.1923815914960924,Iris-setosa
+66,5.021310056994246,3.3202998361527376,1.4046882969676961,0.2014588257122317,Iris-setosa
+67,6.280700715600593,3.298728949776635,4.692194014236864,1.5648385307235204,Iris-versicolor
+68,6.316354420114587,2.712366642790613,4.8370241800104745,1.7925654793537036,Iris-virginica
+69,6.715897158822916,2.5324024464722106,5.869938738273565,1.7998593298955945,Iris-virginica
+70,5.084775055107176,3.3976952038178796,1.5090550510507406,0.20496519742606895,Iris-setosa
+71,6.241052096593363,3.416787368300484,5.624656947056172,2.402552649494971,Iris-virginica
+72,5.137227803712186,3.764035195972803,1.6889152416166924,0.19900153591116088,Iris-setosa
+73,5.458815660370036,2.403341012226612,3.6970635163876726,1.0978938101660987,Iris-versicolor
+74,5.569377125863128,2.4957404873445297,3.894590819112534,1.1080159348047713,Iris-versicolor
+75,4.907857308448669,3.0936093288711444,1.5634962799438035,0.1,Iris-setosa
+76,6.652913496783668,3.0,5.790016082873544,2.1917594258715494,Iris-virginica
+77,5.440585472307834,3.401206836166162,1.750601580251604,0.20993971765744504,Iris-setosa
+78,5.815520014648935,2.805233107274446,5.107477480350086,2.394353102005704,Iris-virginica
+79,5.78049352519041,2.6722520171842854,5.079306914744118,1.862185799391855,Iris-virginica
+80,4.905151979257124,2.413270390243932,3.230799285019328,1.0207736689231997,Iris-versicolor
+81,6.750804338830366,2.827550709117482,4.797364336383196,1.4200850487626373,Iris-versicolor
+82,7.9,3.838414779302391,6.391347367245657,2.007865779689401,Iris-virginica
+83,4.991938236124898,3.292590737520935,1.4012145557502673,0.20257913812450046,Iris-setosa
+84,5.131565802912564,3.5464753408787986,1.400467987928494,0.3508901004181629,Iris-setosa
+85,6.090009795646185,2.801053866860303,4.684289277084842,1.2019808267385357,Iris-versicolor
+86,6.014840488596108,2.9587374004130327,4.538499309078189,1.4476220768504486,Iris-versicolor
+87,5.567487348066077,3.6370143801302346,1.693842328593837,0.3860914006689435,Iris-setosa
+88,5.883303183721761,3.0,5.1039349685710285,1.8060802231395012,Iris-virginica
+89,5.683206481545241,3.767719589819856,1.6928602107518675,0.33158350423126226,Iris-setosa
+90,6.110975662791194,3.0,4.526039244447607,1.383809325397732,Iris-versicolor
+91,4.5994128253772155,3.184077826467082,1.3926639381265415,0.20121543842097436,Iris-setosa
+92,5.471991344295771,4.2,1.4017287492992743,0.19612355183610597,Iris-setosa
+93,5.588833827092962,3.0,4.179277523686769,1.2893700523459775,Iris-versicolor
+94,6.873924749996778,3.1968037342408575,5.855919871049205,2.3050379276848583,Iris-virginica
+95,5.8902626550483745,3.2213564776281873,4.835879369773517,1.8115154324365288,Iris-versicolor
+96,7.691640256189121,2.5957417258962088,6.899998748564426,2.2961458717268584,Iris-virginica
+97,5.59998243183499,2.6957218230620503,4.273221691931495,1.2908711863747728,Iris-versicolor
+98,4.9130392872006405,3.0,1.403314463855985,0.19110158918894676,Iris-setosa
+99,4.904065420947058,3.115002146201955,1.4963165372570002,0.1000000922863078,Iris-setosa
+100,5.760069861446177,2.606472905239643,5.064903429726299,1.9373960237153725,Iris-virginica
+101,4.909750887252758,3.0889741644069595,1.4932601957322338,0.1,Iris-setosa
+102,6.167230635844722,2.2,4.4868146249529754,1.458081076340332,Iris-versicolor
+103,5.124742591549009,3.318473436560914,1.711646787057488,0.45187916862954863,Iris-setosa
+104,4.912781151594926,3.1000096412238283,1.493947976016438,0.1,Iris-setosa
+105,6.696261026841697,3.0,4.981847679343832,1.7020630505029495,Iris-versicolor
+106,6.074315521510108,2.8131889638714322,4.687314767329046,1.169906482591606,Iris-versicolor
+107,5.905782461534359,3.182355425171009,4.767628592883201,1.7817275955544447,Iris-versicolor
+108,6.806809441890116,2.8068170721346957,4.7869014877185325,1.4041898031493114,Iris-versicolor
+109,6.113853604430082,2.8043186307049615,4.706531644438779,1.21411011802711,Iris-versicolor
+110,6.2952270943171955,2.9056494018705337,5.5964627437156755,1.80471998601329,Iris-virginica
+111,5.469983058300889,2.611766387026689,4.388452469900129,1.2226208087880717,Iris-versicolor
+112,7.68151893072228,2.6012161558619837,6.9,2.299327182773229,Iris-virginica
+113,6.276472151699947,3.4062196551984782,5.637017932913592,2.4069249444880145,Iris-virginica
+114,4.4,2.8948848029173964,1.4020432849229587,0.19738694632339604,Iris-setosa
+115,5.535787198465849,3.5738973762105286,1.7532072044561855,0.41347172391590487,Iris-setosa
+116,4.609435996519904,3.202278968756201,1.4014236302623915,0.2030198161573035,Iris-setosa
+117,6.878374250184089,3.2033332200799887,5.84320878928146,2.3015396508020745,Iris-virginica
+118,5.193476884360354,2.736424093064009,3.8776098719494474,1.4095742446608654,Iris-versicolor
+119,6.281842219697456,2.973226720856595,4.377103760311261,1.3786239972590426,Iris-versicolor

iris/tab_ddpm/7_2/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/16/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.076031090636894,2.5007575978030645,3.046639960938633,1.1045637004789428,Iris-versicolor
+1,6.692592206546925,3.0,5.013314035057211,1.691239640863869,Iris-versicolor
+2,5.518690127618676,3.601779223995544,1.5760996082328516,0.3447300722500412,Iris-setosa
+3,5.224675680533776,3.419475569709394,1.493438970307372,0.4003873039934667,Iris-setosa
+4,6.887115657171126,3.1482360875771307,5.77475871988512,2.2715775240346634,Iris-virginica
+5,4.991955563606857,3.2047745356584496,1.2000003056208706,0.2006743816851781,Iris-setosa
+6,5.1641612595410225,2.5031821321450365,3.046538735716733,1.107252914282315,Iris-versicolor
+7,6.282397284182751,2.909542201628093,5.604803169973329,1.8046106517770348,Iris-virginica
+8,5.011947429217787,3.4082408860281124,1.540510489229632,0.381005277613908,Iris-setosa
+9,6.308556388673042,2.908920432961519,5.603913458198816,1.7971936117823712,Iris-virginica
+10,6.100088036556897,2.6099555593538644,5.608500947365894,1.408746667354224,Iris-virginica
+11,6.74446062130758,3.0,5.619883755569005,2.0396395404405956,Iris-virginica
+12,6.128385870499752,3.0,4.61820423209491,1.3797018877878724,Iris-versicolor
+13,5.928731410056055,3.0,5.098220268755878,1.7933205616562218,Iris-virginica
+14,6.842470925514398,3.0,5.560364010602986,2.09620599935059,Iris-virginica
+15,4.905047522723464,3.067710329762128,1.4001484900059844,0.20359168916658005,Iris-setosa
+16,6.279693239330864,2.6997014735546783,4.930623191287825,1.8005781572841926,Iris-virginica
+17,5.774593075096468,2.7943554417690173,5.092156396285357,2.4137407204647463,Iris-virginica
+18,5.49491903011513,4.2,1.402187824874559,0.20381148342917893,Iris-setosa
+19,5.224504715346527,2.7136401383271505,3.9171305784102595,1.4069684114100502,Iris-versicolor
+20,6.012362629716252,3.0,4.767489636004925,1.803969178255717,Iris-virginica
+21,5.81799374718979,2.8076552375360833,5.09724104787858,2.3974063316861844,Iris-virginica
+22,5.152185189341792,3.746522917086958,1.5460317104706431,0.46301105479922233,Iris-setosa
+23,4.993600066449507,3.2129857950427265,1.2000001886133878,0.2000389177963923,Iris-setosa
+24,5.4767642114754675,4.199998912499183,1.3947552007843775,0.1973910281245156,Iris-setosa
+25,5.8135668581780795,2.817037209801331,5.101776538648883,2.387030761601911,Iris-virginica
+26,4.985869836793467,3.3992309521108908,1.5527426624563974,0.4631715923671481,Iris-setosa
+27,5.405251091703519,3.399456560213974,1.7065962141353834,0.19923142990204834,Iris-setosa
+28,5.578687299584771,3.0,4.047054686654433,1.2718658140145727,Iris-versicolor
+29,6.797944726555214,3.0,5.6354295961361025,2.1287530714178473,Iris-virginica
+30,5.682931733921725,3.805639993963826,1.7585476772078354,0.29830583145432277,Iris-setosa
+31,5.867593019353388,3.121744711855371,4.810932375409859,1.775584912084029,Iris-versicolor
+32,5.418500508650546,3.403411388903242,1.7795142613691075,0.2039236069388689,Iris-setosa
+33,5.689155442690232,2.9773522598961115,3.819282809552364,1.3716329069749587,Iris-versicolor
+34,5.0124602626553205,3.314377922295615,1.4029580539332625,0.20104104970203107,Iris-setosa
+35,5.62356840526613,3.0,4.233442270980817,1.3128271933162512,Iris-versicolor
+36,5.348418392792043,3.6511900121764054,1.4985292027723902,0.19926447282751675,Iris-setosa
+37,6.6913597339149735,3.0,4.982692323240859,1.711446472563061,Iris-versicolor
+38,5.893060627013895,3.0,4.1128772402417075,1.4680993911363855,Iris-versicolor
+39,6.01532654611243,2.7250736529275135,5.08834480766333,1.5888980774768735,Iris-versicolor
+40,6.883657640730955,3.201518716071943,5.728491614846527,2.299929260260078,Iris-virginica
+41,5.092867195976924,3.298458292372177,1.738188847270064,0.4640525034768264,Iris-setosa
+42,7.7318415173227715,2.5853510327346716,6.9,2.322365954299496,Iris-virginica
+43,5.241292359818504,3.7216624412144825,1.4956164160621115,0.20239620872654177,Iris-setosa
+44,5.229460802965733,3.360195798420195,1.5642611083177727,0.44527304734275874,Iris-setosa
+45,7.113642398411999,3.0,5.976862763975908,2.061308409235404,Iris-virginica
+46,4.581128649821452,3.399783431225282,1.3918209032699593,0.30899504410828216,Iris-setosa
+47,6.281324740141918,2.5190365966104755,4.904453383755577,1.4962448906651995,Iris-versicolor
+48,4.89078997401658,3.095194655281326,1.4999762389130011,0.1,Iris-setosa
+49,4.997119570458506,3.1748963262949155,1.2000001935430895,0.2002107676462387,Iris-setosa
+50,6.3196278863033335,3.264740019774624,4.6702953093995285,1.5945316218232977,Iris-versicolor
+51,5.99617626015869,2.2,4.987350333896074,1.5074166085079541,Iris-virginica
+52,4.963643115266718,2.4407179738562577,3.164213841254904,1.0635867262324665,Iris-versicolor
+53,5.620681251519643,2.498393505021817,3.769883049929925,1.0764137505395757,Iris-versicolor
+54,5.482469129687718,4.2,1.4057146219247805,0.1991542714433192,Iris-setosa
+55,5.923673438348483,2.927233496840482,4.387804628619758,1.463983705152413,Iris-versicolor
+56,5.53869237827394,4.199999200129531,1.403026518565971,0.2096860165779301,Iris-setosa
+57,5.157465815040803,3.7503725343445646,1.609364492637304,0.1991677966969228,Iris-setosa
+58,5.467761058652022,3.0,4.350433254656333,1.354969617076954,Iris-versicolor
+59,6.015083804885543,2.7052366205754677,5.073618501859956,1.6012715917601505,Iris-versicolor
+60,6.000835907719107,3.0,4.295522898327402,1.5246060383109468,Iris-versicolor
+61,6.059948704294924,2.8820544454299357,4.6370716023677705,1.2988503557226774,Iris-versicolor
+62,5.536843647587097,2.703614929163471,4.058455417088499,1.26628182388135,Iris-versicolor
+63,6.687564819328912,3.0,5.002165923894777,1.7022574024292372,Iris-versicolor
+64,5.094976252638097,3.3140788426959475,1.6077437534189498,0.568967023179454,Iris-setosa
+65,5.6716988296787845,3.780702365209751,1.6481166405268444,0.3089360037755745,Iris-setosa
+66,5.519538717680876,2.3736710285538454,3.8165509701045925,1.1244040131847524,Iris-versicolor
+67,4.995826958837657,3.2157700843732333,1.200000226070155,0.19831491842588694,Iris-setosa
+68,6.875131326790341,3.2075037912055904,5.632024673413483,2.300457173216781,Iris-virginica
+69,4.6459579282008905,3.3733231135098367,1.407252339629019,0.4367236421430707,Iris-setosa
+70,6.005883293401517,3.0,4.825850923063035,1.7995635251271862,Iris-virginica
+71,5.421553237720909,3.8822195931477985,1.629609525038131,0.42444488641638534,Iris-setosa
+72,6.680271893549975,3.286933592484987,5.76709872298225,2.1056063216417273,Iris-virginica
+73,5.863516905161769,3.178755399959658,4.768936816718106,1.7844146986258318,Iris-versicolor
+74,6.213050007042273,2.2,4.5032143740205575,1.5046273048196963,Iris-versicolor
+75,5.5926166547951475,2.489843466572128,3.8115217368855587,1.070738763555469,Iris-versicolor
+76,4.848837449455598,3.0,1.394494176284518,0.271354395873745,Iris-setosa
+77,4.907225713725826,3.0,1.4007182621165555,0.2015485713523498,Iris-setosa
+78,6.092429124892551,2.604771954262135,5.596475505267964,1.3753280019497922,Iris-virginica
+79,5.483185390587831,3.0,4.266594692396682,1.4039148320745503,Iris-versicolor
+80,6.503938443345947,3.0,5.4731936838430535,1.7978410377517717,Iris-virginica
+81,5.237850202799827,2.7863456784053175,4.132217980422913,1.4339621590647071,Iris-versicolor
+82,5.661863653462168,2.4779142987255542,4.967724971507975,2.0035872599484255,Iris-virginica
+83,5.879110879183835,3.194954130897791,4.81229635121654,1.7939270575127986,Iris-versicolor
+84,4.904363089883832,3.0,1.3980949404664105,0.19766154765388438,Iris-setosa
+85,6.073696761410053,2.592635957014731,5.634868532068091,1.4285366463245555,Iris-virginica
+86,5.489043896734604,2.872964525350736,3.7182502669911437,1.35308015447459,Iris-versicolor
+87,5.982174927680169,2.719196274303712,5.092985721211749,1.6097751182054418,Iris-versicolor
+88,6.780136984338065,3.115416924928634,5.797327636644401,2.114191902201308,Iris-virginica
+89,7.119316940432011,3.0,5.901625457234062,2.0913483817988014,Iris-virginica
+90,4.598379320612761,3.2077683847071765,1.4064817599599377,0.20201478230689898,Iris-setosa
+91,5.025179418860496,3.3990150696098897,1.592308369846434,0.3760235144228318,Iris-setosa
+92,5.59255109928365,2.8126256091176933,3.716398480900939,1.3014577291363776,Iris-versicolor
+93,6.8537679902846405,3.086930967341072,5.093773606037868,2.2908651413607983,Iris-virginica
+94,5.321952922508068,3.3907421939812195,1.495972187004198,0.41056176502237735,Iris-setosa
+95,5.179680302619593,3.787986893976627,1.4967128590760566,0.20277739494421834,Iris-setosa
+96,6.352834545026607,2.9200897800813563,5.567413531965343,1.7963671180283194,Iris-virginica
+97,6.107081491083324,2.7976741286944637,4.714973674375601,1.192152281240605,Iris-versicolor
+98,4.948514069659495,2.4203109051146345,3.2678171533562197,1.0561488720014465,Iris-versicolor
+99,5.825634788343686,2.5656300285721354,5.042184698748448,1.9666999249603565,Iris-virginica
+100,5.7866496119570225,2.8094206166734823,5.1133884139473595,2.404253892448409,Iris-virginica
+101,6.136814196192162,2.6060652832870415,5.625144698512248,1.4021943197762652,Iris-virginica
+102,5.506049064553997,4.19999873596279,1.3966378983582775,0.204532491795204,Iris-setosa
+103,7.348948978617204,2.8887982755951835,6.325955654364622,1.8024709901089448,Iris-virginica
+104,6.925548378388446,3.0978939792727314,5.110587341846368,2.2997434649444912,Iris-virginica
+105,6.9012388919378775,3.1107229410975665,5.092536269247859,2.3049505985991434,Iris-virginica
+106,5.394118642409902,3.0,4.508051981794917,1.5223724874665803,Iris-versicolor
+107,7.9,3.814980361660031,6.393377904527947,2.026592377216348,Iris-virginica
+108,5.459913812745305,2.982372198712292,4.393005233361154,1.4101514563816657,Iris-versicolor
+109,4.911809439888881,2.3878542489287646,3.2819874283250465,1.0671422142875517,Iris-versicolor
+110,5.720380929057176,2.489371475609124,5.001057673723056,2.0001321976801867,Iris-virginica
+111,4.577383619754894,3.403020532415101,1.3966701689728827,0.30580065183436433,Iris-setosa
+112,6.6780282470485455,3.3022582997148047,5.691518701732405,2.1084889832439777,Iris-virginica
+113,5.378969315111432,3.0,4.504535994310953,1.5052365558509315,Iris-versicolor
+114,6.0754739277687255,3.0,4.61196000754939,1.3978758536095686,Iris-versicolor
+115,5.415419084385132,3.4104709340710833,1.7152106764354456,0.4142144843532899,Iris-setosa
+116,5.795896431576507,2.7193003826477162,5.098241995449547,1.867607837710985,Iris-virginica
+117,6.0069981923494575,3.0,4.436626733873398,1.416949948288792,Iris-versicolor
+118,6.849440476717573,3.2036473945840056,5.793754794559601,2.3124571089341917,Iris-virginica
+119,6.864759345944881,3.2061748534355865,5.752597383998927,2.2739874424995024,Iris-virginica

iris/tab_ddpm/7_2/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/17/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7809192517549324,6.3868102137363945,2.0072566781325447,Iris-virginica
+1,5.097437129669398,3.392107972807068,1.4949852448066157,0.19782753991020496,Iris-setosa
+2,5.206488493006421,2.702842468097551,3.983971284747265,1.381163627179552,Iris-versicolor
+3,6.688029458137361,3.0,4.954544158592999,1.655256042335211,Iris-versicolor
+4,5.00138076004364,2.460291864062007,3.120606787878332,1.0818906193622928,Iris-versicolor
+5,4.989468872580525,3.2852694081716836,1.3872770290987697,0.20326037833938057,Iris-setosa
+6,5.671474893185088,3.8040653878528277,1.6192624257777892,0.29771609580472097,Iris-setosa
+7,5.101343207808158,3.391280939744957,1.5654983944901057,0.19888691959310534,Iris-setosa
+8,5.002661037701811,3.2084502183352726,1.2000002078225844,0.19838404589382275,Iris-setosa
+9,6.535659492339617,3.1930409145458487,5.108168624873103,2.0055325646628934,Iris-virginica
+10,7.027295684263856,3.2089977084945294,5.782139476918627,2.3043566417187904,Iris-virginica
+11,5.37868257397103,3.3963186356109762,1.7344475935403474,0.20587047570413577,Iris-setosa
+12,6.779235292061486,3.0068520724620944,5.14855907708224,2.213506142945309,Iris-virginica
+13,5.570336022334791,3.0,4.1152637809226915,1.310336302402108,Iris-versicolor
+14,5.513490497596521,2.388418321055275,3.75458608635933,1.1064458994795643,Iris-versicolor
+15,6.507358137820536,3.0,5.803463546476665,2.2079624412260594,Iris-virginica
+16,7.3145643969792795,2.9107555906072697,6.337569236667596,1.7940677144022472,Iris-virginica
+17,6.279798776916767,2.509202930150274,4.8489730201556505,1.4938642934205935,Iris-versicolor
+18,6.832568002336188,3.19492943723814,5.746660304985842,2.2892497209525424,Iris-virginica
+19,7.133587746660284,3.0,5.819822609616353,2.1581709285067987,Iris-virginica
+20,5.712031955388733,2.486650318117919,4.989643297722736,1.993645446393623,Iris-virginica
+21,6.710822044315682,3.3084023698212763,5.68427441232639,2.4999995719869688,Iris-virginica
+22,6.705935557893567,3.2947488680960335,5.66106516307649,2.49999955651222,Iris-virginica
+23,5.4231838711823706,3.8923315171162285,1.710785014267365,0.38873450824924216,Iris-setosa
+24,4.907357051051751,3.0,1.4017049288557866,0.1993206528189358,Iris-setosa
+25,6.410861606344066,2.913996149596121,4.288457848641089,1.308558390054291,Iris-versicolor
+26,5.30647082669576,3.3698666902433345,1.4979877470850025,0.42878417831902954,Iris-setosa
+27,5.230676892901013,3.5835630697766856,1.564726401580889,0.19884619549253016,Iris-setosa
+28,6.50070338628785,3.0,5.783191983704302,2.195037345526843,Iris-virginica
+29,7.330414376164184,2.9176121449668893,6.320807150115711,1.803204078593511,Iris-virginica
+30,6.357299545290121,3.3907599745476777,5.574741188911488,2.3846973980304633,Iris-virginica
+31,6.6689052935221715,3.3033362722399153,5.742478510080052,2.5,Iris-virginica
+32,5.921058627457757,3.1885232058675594,4.793220824735055,1.7966953959951713,Iris-versicolor
+33,6.305613272686315,2.5083090882791925,4.908473860265493,1.5208898827774258,Iris-versicolor
+34,5.861251506067725,3.0,4.199011403482162,1.4789845960789771,Iris-versicolor
+35,5.456935529371355,2.5406755284277556,4.309473095534953,1.1469691173455692,Iris-versicolor
+36,6.674366869661028,3.2757144783981857,5.5120459444632335,2.1189148129821582,Iris-virginica
+37,6.20321725295478,3.0,4.632184031552054,1.3685941552359762,Iris-versicolor
+38,4.994554499382367,3.399237738187123,1.6243799184560355,0.3889793372216136,Iris-setosa
+39,5.388668424780261,3.0,4.486962972257784,1.4954259933855214,Iris-versicolor
+40,5.11667334772556,3.3999838352506235,1.6348882547633776,0.20296738320823016,Iris-setosa
+41,6.261291899969126,2.9209653979238897,5.525916040619284,1.804967206290852,Iris-virginica
+42,6.322653153707324,3.3908064661680584,5.617889985918603,2.394718650123438,Iris-virginica
+43,4.756292870100797,3.258116681540756,1.4049427489475943,0.19818532817918325,Iris-setosa
+44,6.507213391362245,3.0,5.4813233591835475,1.8011510339759327,Iris-virginica
+45,5.04837810791742,3.5472000868372557,1.4988857085545875,0.3667117168125373,Iris-setosa
+46,5.62104104485578,2.7341237195457317,4.475098786514525,1.2483786452376844,Iris-versicolor
+47,4.802205602340344,3.0,1.4010475507044418,0.2782736380541273,Iris-setosa
+48,4.6138487896991105,3.2016280391363026,1.4023620371917733,0.20106822744322878,Iris-setosa
+49,6.295946423996412,3.2960297867618227,4.690627035306205,1.6007295005065947,Iris-versicolor
+50,5.743182102701207,2.51451546617589,5.014166937465224,1.983660322013475,Iris-virginica
+51,5.022192580884911,3.2916595399537742,1.424141190624317,0.2023330005605161,Iris-setosa
+52,5.238040885405296,3.7961721678754126,1.7298966052294125,0.4160991052233284,Iris-setosa
+53,5.001026461486247,3.198418948601971,1.2,0.2049904457216555,Iris-setosa
+54,6.145340005561093,2.2000002803878447,4.479593124417854,1.514655421298734,Iris-versicolor
+55,5.562032556274536,2.8552782256460882,3.546895342479197,1.2939009662569307,Iris-versicolor
+56,6.8233057504729855,2.8015016507471726,4.785494525368195,1.40131971737768,Iris-versicolor
+57,5.607651340977086,2.8865114707701025,3.5830643099562693,1.3138368646016767,Iris-versicolor
+58,5.002875388325918,3.218537859523668,1.2,0.19692313658446942,Iris-setosa
+59,5.177257166195614,3.8405587668533503,1.634866677634309,0.38779315013369253,Iris-setosa
+60,6.803776005569035,2.8138485654605456,4.822426333372798,1.4082717060239203,Iris-versicolor
+61,6.100712977400252,2.8617634301211936,4.6630193679937815,1.243006811705555,Iris-versicolor
+62,5.4327381504048144,3.4057985690384385,1.7064941153703574,0.20082696236526434,Iris-setosa
+63,7.70887557183168,2.6085683676655105,6.899998882495444,2.3018037159492,Iris-virginica
+64,4.903808366646846,3.0,1.4023144347888516,0.20338962020865173,Iris-setosa
+65,4.802852770282148,3.0,1.4044057297997665,0.1000001035649619,Iris-setosa
+66,4.400000466679784,2.9051030172053736,1.394635686128174,0.2019874174911581,Iris-setosa
+67,6.410110725682277,2.894641865122249,4.340075276427483,1.320918916914719,Iris-versicolor
+68,6.846391528053723,3.1712345567238183,5.848187126403805,2.304593902879641,Iris-virginica
+69,4.992178937716112,3.200110279260333,1.2,0.20060699019045328,Iris-setosa
+70,6.407088494655307,2.6945920651884228,5.294542727474135,1.9030351784736848,Iris-virginica
+71,6.69811528235246,3.0,5.001043273172863,1.7092535840577339,Iris-versicolor
+72,6.674266848500318,2.4963936544901433,5.824031810250441,1.7870164152637487,Iris-virginica
+73,6.416399576968777,2.9042666931646077,4.338472425718662,1.308728775694851,Iris-versicolor
+74,5.740958457619933,2.6232739039597672,5.061447776934819,1.9411228106605933,Iris-virginica
+75,5.981268388899672,2.2000003010891107,5.0133833194616235,1.493983326950236,Iris-virginica
+76,6.9009677515340995,3.189457943744479,5.694586634581041,2.301052796660818,Iris-virginica
+77,7.318570827180967,2.9016271109952534,6.298714899404861,1.8089660095380617,Iris-virginica
+78,5.09657796024391,3.4364976704592998,1.3937419334366448,0.2993688568467233,Iris-setosa
+79,5.980053557824612,3.0,4.817095899670864,1.7946880335410147,Iris-virginica
+80,6.3051209610117285,2.3003068396083908,4.4155340730283985,1.280577079255887,Iris-versicolor
+81,4.400000740573663,2.8937654998928672,1.3702936429319803,0.19742305115176528,Iris-setosa
+82,5.97967509732183,3.0,4.776914007935925,1.8025061585644053,Iris-virginica
+83,5.781749755434922,2.6834498173755246,5.124753834242013,1.946117854226547,Iris-virginica
+84,5.457554958467312,2.5817250734996158,4.386176074646097,1.203823047596489,Iris-versicolor
+85,5.37948294674533,2.5475141175827254,4.302385279145765,1.1551774864821325,Iris-versicolor
+86,5.257189136152655,3.7622979952438795,1.494101372320776,0.1968001255186954,Iris-setosa
+87,5.91204726278089,3.0,5.0401943792703925,1.8068896915561545,Iris-virginica
+88,6.536687245714827,3.1817973580083025,5.13183978374894,1.9962206585131945,Iris-virginica
+89,4.873437132333462,3.0946910728674037,1.5217568637771115,0.1,Iris-setosa
+90,5.5261027597332255,2.526338905892717,4.075216353829071,1.1477681603680625,Iris-versicolor
+91,5.661556806479783,2.78083139648278,4.4303743191162885,1.3278899015129266,Iris-versicolor
+92,5.122586121672828,3.3985017859739948,1.5547584128204743,0.19656943755055034,Iris-setosa
+93,4.4000005714111134,2.900513738189362,1.3874818355491458,0.1942025365622117,Iris-setosa
+94,5.091916566595919,3.4899875708429877,1.4084744901105695,0.3089166675367878,Iris-setosa
+95,5.118997942690172,2.4974375409058265,3.0460510101392924,1.0915768065978086,Iris-versicolor
+96,6.0520067854205255,2.8006809806480453,4.6821121218489,1.1764985132701893,Iris-versicolor
+97,4.843486698925454,3.0,1.422538114030666,0.10000009333840859,Iris-setosa
+98,5.60606199881373,2.972961249798341,3.7689746169441865,1.2984735996542147,Iris-versicolor
+99,4.7678119864656505,3.0,1.386100372688808,0.1,Iris-setosa
+100,4.885571156679457,3.1267012455065633,1.4920941009691326,0.100000106091128,Iris-setosa
+101,6.004491444916778,2.2000003334356864,4.956710679825637,1.4930102408993262,Iris-virginica
+102,5.763044698986328,2.7764271755398497,5.0913671352375625,2.3889560014072675,Iris-virginica
+103,6.286529890539194,2.9065878525979976,5.589862734539753,1.8048328128208768,Iris-virginica
+104,6.4837635054970555,3.0,5.7721615786511276,2.195051893849077,Iris-virginica
+105,5.536974272493854,2.6433940435736076,4.417228942871519,1.2160428360575661,Iris-versicolor
+106,5.58273134234312,2.9589668791668116,3.7496856936017524,1.299061692461743,Iris-versicolor
+107,6.295082586684926,2.7181645516567756,4.939204210149986,1.8131856362911438,Iris-virginica
+108,5.659910957253424,3.7815516105959497,1.8111941243809089,0.3343461767109793,Iris-setosa
+109,6.93256083469518,3.1884836265261534,5.801933432489285,2.3134850973857777,Iris-virginica
+110,4.4,2.9129484177049814,1.3891456615048345,0.201116717349098,Iris-setosa
+111,5.785386867160032,2.677198853025292,5.098812232695807,1.8994942392133107,Iris-virginica
+112,4.887884058242532,3.045753255615026,1.4855931707251768,0.1,Iris-setosa
+113,5.975033178795132,3.0,4.7769137141603935,1.8008051303628205,Iris-virginica
+114,6.695743069800576,2.481701552857317,5.741697856173506,1.7941206968674608,Iris-virginica
+115,6.304600915162885,2.901735801385985,5.601027414368145,1.8008901903163506,Iris-virginica
+116,5.599717012687119,2.651216339790406,4.448542814459815,1.2238296071710517,Iris-versicolor
+117,4.588442835186513,3.393353866595198,1.404157719032364,0.32138318821111517,Iris-setosa
+118,6.2813726538024675,2.876299960479123,5.602984548723566,1.798939394253451,Iris-virginica
+119,5.0924244347230285,3.3835382164593857,1.4921686993980767,0.1974481383904813,Iris-setosa

iris/tab_ddpm/7_2/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/18/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.033335135150668,3.0,4.821321982566633,1.7981668267041513,Iris-virginica
+1,5.101313268646676,3.516640642029612,1.3913568109749046,0.3359312856928207,Iris-setosa
+2,6.713403655714341,2.4844448945298563,5.783592443282143,1.7952944924129974,Iris-virginica
+3,5.891040174496221,3.0,5.099497799181375,1.7958877948361467,Iris-virginica
+4,6.286334821072509,3.407736789619773,5.589069774629059,2.4003819175266305,Iris-virginica
+5,6.441167553998504,3.0,5.515781189401622,1.8019663491804607,Iris-virginica
+6,5.001424174798752,3.293102411145939,1.4085654933455116,0.2028724160577503,Iris-setosa
+7,6.473682230855022,3.0,5.483055062816971,1.801967972138881,Iris-virginica
+8,7.105216020813623,3.0,6.000264862303878,2.0965234463410205,Iris-virginica
+9,6.527039734975561,3.0,5.859116403828082,2.196932781132838,Iris-virginica
+10,4.90444644283181,3.095903266455028,1.6717990131601557,0.10000009966849216,Iris-setosa
+11,6.306162315816408,3.2995068697723036,4.691377214937976,1.6112344782762416,Iris-versicolor
+12,4.906061641000786,3.091136444849453,1.4922551801025354,0.10000010666546105,Iris-setosa
+13,6.0280586131079,2.68365260414524,5.097418625260081,1.5827899791696776,Iris-versicolor
+14,7.325370289583885,2.9054230928993623,6.316110728022794,1.8084482071461483,Iris-virginica
+15,5.514326661528913,3.6214360272192883,1.5369276716417426,0.3427247508600342,Iris-setosa
+16,6.104441198733194,3.0,4.620293697891235,1.4068520677230434,Iris-versicolor
+17,5.676564210571579,2.548786190650014,5.027959433363787,1.971050000801943,Iris-virginica
+18,6.40317670869468,2.891798672360552,4.340172034074824,1.3004891257567839,Iris-versicolor
+19,6.701508512431253,3.2879353522408676,5.678106375338697,2.4999993897946595,Iris-virginica
+20,5.785781957764507,2.8064521114371517,5.101420665430767,2.3916034321519115,Iris-virginica
+21,6.102516507469769,2.591237163130319,5.625703534772945,1.3969958145397463,Iris-virginica
+22,5.5141060397876585,4.199999117206135,1.4043437631632758,0.20033637158308196,Iris-setosa
+23,4.910373193087878,3.0,1.3996881217943815,0.1973412533301265,Iris-setosa
+24,6.688735136166345,3.3022277566888247,5.752990832048873,2.4999995001370223,Iris-virginica
+25,6.01082693810305,2.200000355617143,4.956456909461053,1.515691190498912,Iris-virginica
+26,6.69796655967159,3.3046636828055833,5.674715241307367,2.4999996092883743,Iris-virginica
+27,5.502246890916769,2.6078806147678573,4.386988969626599,1.1979316591515436,Iris-versicolor
+28,5.625505240470646,2.700931744588529,4.201772354991886,1.2975772138246318,Iris-versicolor
+29,6.693858978642376,3.3131975380671306,5.702796559189552,2.5,Iris-virginica
+30,6.665353932189334,3.292404257025985,5.66305822255775,2.125652284080722,Iris-virginica
+31,7.675806886037462,2.6094547564854924,6.8999987384784625,2.2839094484888824,Iris-virginica
+32,5.710415152581152,2.5074390382778398,4.99405286588783,2.0002294509649525,Iris-virginica
+33,5.096184782603658,3.4858947762351806,1.3960435851070558,0.2956553478491421,Iris-setosa
+34,6.945268768680943,3.1401081934941844,5.239458732258672,2.3040705565874613,Iris-virginica
+35,5.085840950003725,2.5020954290390627,2.911797301880857,1.0905774677867808,Iris-versicolor
+36,6.806480247715673,3.0,5.2605645716237515,2.211129373175143,Iris-virginica
+37,5.098091554600776,3.5100527369032934,1.4011165774419798,0.30271248667696865,Iris-setosa
+38,6.308549530913301,2.9200030086164577,5.600445413755918,1.8039519056556093,Iris-virginica
+39,5.419545626998623,3.8675917659706553,1.6718775673053088,0.34607356795086763,Iris-setosa
+40,5.493666496808501,2.623040112422056,4.417291727150129,1.2445532862591888,Iris-versicolor
+41,5.787413116703453,2.790689157449249,5.111594769652755,2.394882200100515,Iris-virginica
+42,4.998471907827204,3.2899670251703013,1.401111322498936,0.1985957747652425,Iris-setosa
+43,5.4453227433394025,3.0,4.48070302983653,1.505714890859418,Iris-versicolor
+44,6.572269019810943,3.224077282365876,5.141039134703232,2.0407998687059035,Iris-virginica
+45,5.290400060282044,3.4105069727780113,1.61916356265015,0.19918584775866227,Iris-setosa
+46,5.108827248401635,3.299936538148178,1.7896542888998954,0.4379542077638607,Iris-setosa
+47,5.422722784424633,3.404334832032985,1.7155796644605772,0.19918495135259268,Iris-setosa
+48,4.6076882539715855,3.3987913115482056,1.4055977364740841,0.3248699076227608,Iris-setosa
+49,5.6613299437974876,2.740214364214626,4.320374787511901,1.291097859695832,Iris-versicolor
+50,6.526098822677725,2.9225946812028982,5.447287076102475,2.152536672812473,Iris-virginica
+51,6.837143204774559,3.0,5.514619965799532,2.0740332780847934,Iris-virginica
+52,5.350408421303573,3.3816308236047865,1.6358947002383992,0.4837206549408428,Iris-setosa
+53,5.394404440835564,3.0,4.457311266516335,1.4765631333073348,Iris-versicolor
+54,6.8261143579531725,2.790587293894846,4.8153349897551045,1.3935535286753762,Iris-versicolor
+55,6.708427637784267,2.5061540621763703,5.804631844222608,1.7985547320746063,Iris-virginica
+56,4.497427977603418,2.307036711143827,1.2959305050990781,0.3057404429771226,Iris-setosa
+57,6.057472818094221,2.812810404374685,4.679179286092888,1.2294929367834038,Iris-versicolor
+58,5.535007864255975,2.6189758775585683,4.398846028152652,1.221176642689598,Iris-versicolor
+59,5.00613348818926,3.3787214844727127,1.6826395069201536,0.3712326915397076,Iris-setosa
+60,6.403780097422196,2.8992788619879892,4.304029709765033,1.3055253328366705,Iris-versicolor
+61,7.9,3.8503982963354444,6.428135706648547,2.0227651134262077,Iris-virginica
+62,6.303326542176928,3.3068641231822555,4.718082072734207,1.602217523506533,Iris-versicolor
+63,5.299650354253174,3.387885929507538,1.4969122683118117,0.3933511299580109,Iris-setosa
+64,7.110249081000356,3.0,5.916893376560504,2.1011667997454637,Iris-virginica
+65,7.119271601269248,3.0,5.884012157662204,2.114618291500482,Iris-virginica
+66,4.986106289759189,2.440184510840071,3.1860558467735722,1.040382617387822,Iris-versicolor
+67,5.089587665967886,3.4464218324376907,1.4033119443507212,0.2960812761405885,Iris-setosa
+68,6.182588946457726,3.0,4.837644673237971,1.7361469254319866,Iris-versicolor
+69,5.951143931491901,2.8956050030776512,4.589153768337205,1.4043813425375515,Iris-versicolor
+70,6.918353267144366,3.108515834101407,5.091409360858191,2.301024253275331,Iris-virginica
+71,5.738148105185012,2.4856978116129853,5.005423079757863,1.9988149905077137,Iris-virginica
+72,5.493220700108564,4.2,1.4016417553130995,0.19803990257843734,Iris-setosa
+73,7.153588576049676,3.0,5.957554946678926,2.12570390269722,Iris-virginica
+74,6.718422675676248,2.49332554580544,5.7502350493109065,1.800874862081396,Iris-virginica
+75,4.884132476295237,2.3960224551281386,3.2117609196574186,1.0125077618034548,Iris-versicolor
+76,5.88544968464259,3.0,4.278096752705947,1.4979212468007372,Iris-versicolor
+77,7.2959425004019804,2.8868219501319077,6.25854889698085,1.795300102491982,Iris-virginica
+78,5.400687991329734,3.0,4.420329390812973,1.4629532533600669,Iris-versicolor
+79,5.60026314133908,2.8168946573125915,3.7373839237348916,1.290114455979009,Iris-versicolor
+80,6.510166372723154,3.0,5.744918673555803,2.1980516582129357,Iris-virginica
+81,6.093852135900668,3.0,4.594496108260964,1.416200881425441,Iris-versicolor
+82,4.904506861873682,3.1000133457029895,1.6204928243786743,0.10000010398976915,Iris-setosa
+83,5.013648211737313,2.4636750740497346,2.8909325755849515,1.074770069511338,Iris-versicolor
+84,5.770169697126736,2.829008639205413,4.5164616600962875,1.3081298734473397,Iris-versicolor
+85,5.374075530894273,3.8797288333450672,1.672386734491754,0.3738659095493089,Iris-setosa
+86,5.281908138632386,3.738451530615774,1.524034219618378,0.2000268704497705,Iris-setosa
+87,5.809509824823871,2.8108060767539933,5.105034710150374,2.401634410845387,Iris-virginica
+88,5.9736944176435145,3.0,4.373975458775177,1.5062475302679181,Iris-versicolor
+89,5.602493627643986,2.47986655942183,3.9186952157728396,1.1051760523900727,Iris-versicolor
+90,6.715609355472054,3.307763915396416,5.727525525560155,2.5,Iris-virginica
+91,5.033422200810419,3.585994702497515,1.4989333289142739,0.4091799456972027,Iris-setosa
+92,5.426690242772991,3.0,4.486504737857534,1.4738382493815179,Iris-versicolor
+93,5.59327622648897,2.660708298016311,4.26783185163876,1.265529276474477,Iris-versicolor
+94,6.310879135073008,3.407159805549279,5.585940294678003,2.4079796339524133,Iris-virginica
+95,6.297242381996239,3.303045687848179,4.673427935270517,1.5948083158356392,Iris-versicolor
+96,6.6542656112112555,3.311619353819836,5.727616208860601,2.4999996341093986,Iris-virginica
+97,4.7911921183318995,3.0,1.4009597283933017,0.1,Iris-setosa
+98,5.536932104473181,2.4376018907577937,3.789279152199393,1.1057145867915705,Iris-versicolor
+99,4.879256151725999,3.087188042107491,1.5683866643777002,0.1,Iris-setosa
+100,5.099626389676385,3.525071664404171,1.400295724383079,0.29691235381579273,Iris-setosa
+101,5.721446489843259,2.779235649894562,4.378057580581408,1.3762329370122162,Iris-versicolor
+102,5.181350262128225,3.7890650702864344,1.6676597443186159,0.20180746082738132,Iris-setosa
+103,6.090942009252067,2.607745273800142,5.59108912266253,1.3676064934553256,Iris-virginica
+104,5.558503426868005,4.2,1.4015355912302507,0.20797939366402196,Iris-setosa
+105,5.88965007352707,3.0,3.9896091797912594,1.4994750460575716,Iris-versicolor
+106,5.277744594827758,3.8551777221506693,1.6329698738115057,0.39159429254278755,Iris-setosa
+107,6.922088467507914,3.1756418945193534,5.9049065503532425,2.251126765222243,Iris-virginica
+108,6.453434430367984,3.0,5.54898196832058,1.7959721456550262,Iris-virginica
+109,5.517981838891944,2.4709969677076167,3.744305588061072,1.0776006671366931,Iris-versicolor
+110,4.914642301264487,3.1036464862417996,1.4974260652867177,0.1000001053485572,Iris-setosa
+111,5.091795046970005,3.3988303698862814,1.498369255354533,0.20158740020221957,Iris-setosa
+112,7.055455486848072,3.0,5.868336314685227,2.1057140667766263,Iris-virginica
+113,6.224837069014136,2.2,4.463000280922029,1.5083291612765644,Iris-versicolor
+114,5.136804711652149,3.7919556212587926,1.5455361542145176,0.1998792987512411,Iris-setosa
+115,7.9,3.790072899082593,6.406520530124983,2.007354383075651,Iris-virginica
+116,6.466019943944066,3.0,5.782312796227603,2.1973967546308697,Iris-virginica
+117,6.697337621797934,2.4839406495943557,5.811047340611163,1.795312087186319,Iris-virginica
+118,4.607804697007446,3.197997759012936,1.4005544812334825,0.20032036299984166,Iris-setosa
+119,4.793839371483799,3.0,1.3999286091628032,0.29762414580643687,Iris-setosa

iris/tab_ddpm/7_2/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/19/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/7_2/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/7_2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.988256230992995,2.200000336632327,4.970724507370739,1.5194724273980411,Iris-virginica
+1,5.00070100384361,3.2168803551244727,1.2000001964459368,0.20329440694001288,Iris-setosa
+2,6.541315404851455,3.0,5.517530883394075,1.8019519824952235,Iris-virginica
+3,6.875592246436848,2.7932767785736856,4.799045138172723,1.3856963030597054,Iris-versicolor
+4,6.298807803138264,3.398992014181252,5.642997595777051,2.395827648276577,Iris-virginica
+5,6.138614570163722,3.0,4.615801133834564,1.4048752412642747,Iris-versicolor
+6,4.924354548642518,3.033574057984238,1.4016488395136093,0.19900953572546837,Iris-setosa
+7,5.0797042618082955,3.3800041349929293,1.4897108600632964,0.19772508531874997,Iris-setosa
+8,6.701495373961239,3.293844961935019,5.673245667262006,2.4999995721302355,Iris-virginica
+9,5.817158762242826,2.8816716735664856,4.53043779957038,1.382837107157362,Iris-versicolor
+10,5.540801342379207,4.199998973003688,1.4059350571944735,0.20360811674598905,Iris-setosa
+11,6.51787994349966,3.0,5.51745453276307,1.797221995152902,Iris-virginica
+12,5.91479121519138,3.0,4.119688478758201,1.5070800945292766,Iris-versicolor
+13,5.918858735185576,3.0,5.099289077642815,1.8015824559366427,Iris-virginica
+14,5.971285464471263,3.0,4.817932442163222,1.804487993024968,Iris-virginica
+15,5.6280008610807615,2.7106054793291596,4.258488081926916,1.3030067094613238,Iris-versicolor
+16,6.0954889658923825,2.5893185027061993,5.612793449518362,1.399191927177982,Iris-virginica
+17,4.905497537640161,3.1033743209688764,1.5196847276880825,0.1,Iris-setosa
+18,7.716244778857096,2.6071588538268107,6.9,2.3067386543034893,Iris-virginica
+19,5.001066173904892,3.3980190487281163,1.6616242815292919,0.40968282788828986,Iris-setosa
+20,7.723981047338333,2.604563634821566,6.9,2.306410105990792,Iris-virginica
+21,5.801329660510038,2.7196756169241536,5.102310266199328,1.8928957506830961,Iris-virginica
+22,6.020947865735141,2.2,4.977090921956775,1.5360363021187193,Iris-virginica
+23,5.824046497873405,2.8952908895009717,5.11726102910634,2.4030666996298145,Iris-virginica
+24,5.522253758462691,2.642407810591807,4.2357852805819185,1.2432955187520531,Iris-versicolor
+25,5.177261907379325,3.818496813354438,1.63368043030178,0.3485368550219555,Iris-setosa
+26,7.310281388920225,2.8903048674558542,6.287466995471889,1.808739190967171,Iris-virginica
+27,5.10524920765888,3.3985768639286635,1.652400439972928,0.20110229280458272,Iris-setosa
+28,5.044756918653528,3.5181890974542167,1.582133796110701,0.29573862767086406,Iris-setosa
+29,5.4049456693760956,3.0,4.498134405935059,1.4878461731439772,Iris-versicolor
+30,4.400000591358095,2.9219406954996705,1.3885927275978127,0.18846623820845887,Iris-setosa
+31,4.5882823589215835,3.3016227795163355,1.3929997564899756,0.24861979877033624,Iris-setosa
+32,5.55363747220206,2.415395425560227,3.8709699950816496,1.0935364447209452,Iris-versicolor
+33,4.9001048254839645,2.416296436811274,3.310474747089689,1.0621935147712118,Iris-versicolor
+34,7.698627159543383,2.5927703378566935,6.9,2.2960394483260957,Iris-virginica
+35,5.624533062588064,2.929592920510476,3.632572198034733,1.3206616634892159,Iris-versicolor
+36,4.907494478086916,2.4031302258712017,3.2940800522356954,1.021882256086804,Iris-versicolor
+37,7.899998325963683,3.75615696987866,6.375395398841931,2.0148437815845393,Iris-virginica
+38,6.131736966001181,3.0,4.610404770739507,1.3837531731326487,Iris-versicolor
+39,5.378028570458195,3.3973885947124036,1.4956909990347629,0.3768118443567331,Iris-setosa
+40,5.603488380163896,2.906532105474976,3.658758769863857,1.3140207919395726,Iris-versicolor
+41,5.496826976077313,4.2,1.4012627844437633,0.19453817059001993,Iris-setosa
+42,7.096516449740504,3.0,5.891852531407153,2.0667290410326102,Iris-virginica
+43,6.087052629356525,3.0,4.604142852826122,1.3881237296270883,Iris-versicolor
+44,5.587452668563999,2.8541646000059155,3.537731563122337,1.3063983842448759,Iris-versicolor
+45,4.959547158857215,2.430965096020973,3.3061279019170127,1.0938170782275067,Iris-versicolor
+46,6.00842680746565,2.6713191469970288,5.099601156343587,1.588644920192832,Iris-versicolor
+47,5.979972711086815,3.2271590980306195,4.792232005814468,1.803801626387174,Iris-versicolor
+48,6.896997809683531,3.1119384930151197,5.112469109900947,2.2972686586038398,Iris-virginica
+49,4.787950184149656,3.0,1.4004067060453267,0.29926080198747146,Iris-setosa
+50,5.6051130215351535,2.708659373073581,4.017818455748365,1.304928006002458,Iris-versicolor
+51,5.66454858907688,3.7860130794153,1.6336000766537973,0.2911554607130494,Iris-setosa
+52,5.000906644753312,3.425491524227354,1.5571701171884695,0.3840260883041619,Iris-setosa
+53,5.738124133856125,2.8081062085294035,4.473047500853861,1.3288986472996007,Iris-versicolor
+54,5.131419611632365,3.310516062154908,1.6483980455544263,0.43780715934672004,Iris-setosa
+55,6.5132480050597685,3.0,5.836949958086689,2.2068328857694324,Iris-virginica
+56,5.432882877925982,3.4015851377547928,1.7424787419221113,0.19861380030368236,Iris-setosa
+57,5.487924380892846,2.581332851909588,4.3802408465563145,1.2064743789987522,Iris-versicolor
+58,5.19257629127185,2.703849675645284,3.870247016981292,1.4037417255183717,Iris-versicolor
+59,6.85751273555975,3.2089861297896425,5.849882322385065,2.312891660863836,Iris-virginica
+60,6.7875582478299465,3.1962717455455527,5.878413783561413,2.2969492192251715,Iris-virginica
+61,5.932245634971844,3.0,4.258769425310613,1.5100882344273114,Iris-versicolor
+62,6.032154780907212,3.1999486868534532,4.763573809009156,1.7665387721892216,Iris-versicolor
+63,6.012153680796171,2.7121950291260744,5.0943734396243405,1.5959059716187942,Iris-versicolor
+64,5.4031456824505915,3.4103571490443874,1.677169103703082,0.20605662281896517,Iris-setosa
+65,4.4,2.918566742647034,1.4036940094199506,0.2018388335897444,Iris-setosa
+66,5.586921416248771,3.0,4.633551025479312,1.657769943710528,Iris-versicolor
+67,5.606192994358104,2.721494149490855,4.296490528374922,1.319983201045727,Iris-versicolor
+68,5.900988866832723,3.1908353216420307,4.807390044421269,1.7876955624963813,Iris-versicolor
+69,6.863249186404221,3.2012700996952033,5.697407703510164,2.315854386513565,Iris-virginica
+70,5.121102956893684,3.3052870844568765,1.6772599647985242,0.4609599348111896,Iris-setosa
+71,6.290795233023229,3.2973719529936134,4.675935810590252,1.6037843654397468,Iris-versicolor
+72,5.816061115237974,2.789354848825169,5.1002398317711,2.392057814981392,Iris-virginica
+73,5.482949695223343,2.74465126886187,3.7063563180537815,1.3230223480555874,Iris-versicolor
+74,7.70683416084767,2.6096971076581066,6.899998365743912,2.306972061118069,Iris-virginica
+75,5.779532350335576,2.685321401069992,5.10230550790005,1.9014791182281945,Iris-virginica
+76,5.075550855953342,2.4944065688461285,3.034119245354429,1.0889449142107193,Iris-versicolor
+77,6.0129639964323705,3.0,4.7722147061795,1.8035990003870763,Iris-virginica
+78,4.503035563012925,2.300773312314139,1.2940161424139542,0.29231290389606396,Iris-setosa
+79,5.766597014410886,2.623621710516397,5.063600847699663,1.9267599531550612,Iris-virginica
+80,4.896520072401068,2.4052978336241835,3.2408120091438697,0.9901351762569601,Iris-versicolor
+81,6.670835288621952,3.0,5.003918947012277,1.6866270236375929,Iris-versicolor
+82,4.798957025831688,3.0,1.4004108178619186,0.30683690901284766,Iris-setosa
+83,5.532021323204449,2.408251640091964,3.8027873548468385,1.1145194822960007,Iris-versicolor
+84,4.606301464009507,3.3969367132369035,1.3924634699365388,0.3218614111528775,Iris-setosa
+85,5.881305689844611,3.0,5.094267032388033,1.8018429611454292,Iris-virginica
+86,5.386478146351037,3.0,4.495529837691606,1.5092834938391062,Iris-versicolor
+87,5.216779855385715,2.705042569189485,3.980316760486763,1.4155763575738973,Iris-versicolor
+88,6.847813795905557,2.7910740828272202,4.775459828931287,1.3992141307961918,Iris-versicolor
+89,6.691739100781519,3.2949885827576617,5.66059294270215,2.092897636276931,Iris-virginica
+90,5.5021418111673475,2.592636117983012,3.8967567066019804,1.189592566087656,Iris-versicolor
+91,4.903801484821369,2.394402895492928,3.375284286680534,1.0126555159427901,Iris-versicolor
+92,5.004787014892366,3.299599014543589,1.3930121298535636,0.20216516833038004,Iris-setosa
+93,5.977607682479476,2.693732460887392,5.088594730410805,1.5652050766692476,Iris-versicolor
+94,6.818985838534101,2.8099936598248902,4.763565639408551,1.3898445035452793,Iris-versicolor
+95,6.011582014362364,2.6991931067628947,5.081163864278682,1.5888018854124022,Iris-versicolor
+96,5.9687557088919645,2.964803858409913,4.417770283638183,1.5208770481006273,Iris-versicolor
+97,6.094383534405798,2.6003037154746176,5.626184649851225,1.389009175913127,Iris-virginica
+98,5.006406323279055,3.209729803897461,1.2000001898608998,0.1864632544369734,Iris-setosa
+99,5.223630869115345,2.477840207713488,3.3158024221842393,1.1081670924183782,Iris-versicolor
+100,5.670052643331333,2.7810896341495663,4.381462716886304,1.3145443663921144,Iris-versicolor
+101,5.138571089391216,2.516169479889142,3.2511335819012928,1.1280804605297554,Iris-versicolor
+102,5.386399227048435,3.0,4.505666511464908,1.5016600409949659,Iris-versicolor
+103,6.819316435951661,2.8115189942404624,4.810567965108653,1.3982477989276951,Iris-versicolor
+104,6.0922060934078806,2.8100311365063306,4.680294588337778,1.2110045985926667,Iris-versicolor
+105,5.767795853397101,2.8134001523464285,5.099734006047333,2.399058230944326,Iris-virginica
+106,4.4000004861945365,2.9185798053463445,1.400487764367954,0.19523786663384937,Iris-setosa
+107,5.082777359580722,3.7145301778301247,1.497386095270317,0.40562032874478315,Iris-setosa
+108,5.67727344626622,2.747996464795463,4.2029554455412725,1.3608829624930832,Iris-versicolor
+109,5.340549821451333,3.3806167047970432,1.4996196605620882,0.4571697983648533,Iris-setosa
+110,5.697730963470028,3.796440718194969,1.6657902981511128,0.2995669740589011,Iris-setosa
+111,7.710813871705826,2.6094588460788266,6.9,2.30338536342787,Iris-virginica
+112,6.024641706878744,2.9358226071232387,4.487453586089904,1.498237208293804,Iris-versicolor
+113,4.602651161547385,3.202139843752297,1.403029238014224,0.2044289282353674,Iris-setosa
+114,4.498535747586887,2.293857719649783,1.3014227966613323,0.3420374086432043,Iris-setosa
+115,4.4,2.880589428754671,1.3946393438380824,0.2008850471132644,Iris-setosa
+116,5.002038774494416,3.2983680217103597,1.4013438818158859,0.2038509271825134,Iris-setosa
+117,6.7087457912711415,2.512464062427858,5.733782098794455,1.7955671412367418,Iris-virginica
+118,6.105504800676366,2.6207024277965743,5.587156662637294,1.4382840346408852,Iris-virginica
+119,5.319518967485523,3.6238958487152253,1.5270608919009563,0.19970048639727417,Iris-setosa

iris/tab_ddpm/7_2/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor