a

iris/tab_ddpm/4_2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.698024661172555,2.6340765386764833,6.899998215447865,2.2803790531110972,Iris-virginica
+1,6.144701034309831,2.6744097682470276,5.580301393683535,1.544117645671852,Iris-virginica
+2,6.30585676361147,2.5059844698645772,4.84782956315486,1.4873558854023383,Iris-versicolor
+3,6.543954493653103,3.0,5.784106883797707,2.2086930259395605,Iris-virginica
+4,5.603624955383894,2.721456170147591,4.446612941456275,1.2677107549827147,Iris-versicolor
+5,5.766533047548691,2.6772363295958153,5.0641667140805735,1.8959196667764349,Iris-virginica
+6,5.125403110345467,3.7587937314781437,1.4950217733402686,0.19986966841320358,Iris-setosa
+7,5.599570380968577,2.5311611882824527,3.984702129707015,1.1250506190077985,Iris-versicolor
+8,6.930265717812638,2.819657201703843,4.82740604941307,1.4239140291859518,Iris-versicolor
+9,4.837945521844539,3.003214527630674,1.4602246807688106,0.1,Iris-setosa
+10,5.353162714312105,3.0,4.473204011012209,1.5036184975507494,Iris-versicolor
+11,5.4290779239695235,3.6845808607744903,1.537869720480807,0.20402584326207732,Iris-setosa
+12,5.597651406380199,2.6009161244054804,4.412250052127074,1.2054670627446384,Iris-versicolor
+13,5.140220878706362,2.500897587427506,3.1842017075019364,1.1059386271666807,Iris-versicolor
+14,5.532920779821799,2.407496181338677,3.71403317093285,1.080208707755252,Iris-versicolor
+15,6.387769783637412,2.899988020580901,4.342668206555818,1.3139362082392223,Iris-versicolor
+16,5.515119066314031,2.6195864065242414,4.3030879577549355,1.2299502625061538,Iris-versicolor
+17,5.520705735644712,4.2,1.411797676491487,0.20042173999176305,Iris-setosa
+18,6.017983295549927,2.738588427883383,5.249221495059104,1.8093598775553121,Iris-virginica
+19,6.832806108670446,3.0,5.481470358281355,2.151460629098667,Iris-virginica
+20,5.093757010945158,3.488471516168283,1.3966824378492406,0.3056657852170988,Iris-setosa
+21,5.839846954320088,2.707714071813619,5.099308993501876,1.8933832629527674,Iris-virginica
+22,4.972420752631341,3.434828342494198,1.492095259050199,0.38376129521986785,Iris-setosa
+23,5.452537718394842,2.4434323367688187,3.761798258842121,1.1099293163912831,Iris-versicolor
+24,4.998543370698791,3.253484102510403,1.4057689274690468,0.1958830227613868,Iris-setosa
+25,5.428358978959128,3.0,4.533281083517867,1.5033344096279568,Iris-versicolor
+26,5.839381936788069,3.144556763106359,4.726325988095899,1.764009512985947,Iris-versicolor
+27,6.941275016673765,3.094591785065058,5.107038982267273,2.2972559462961573,Iris-virginica
+28,6.271129264712475,3.3991890591695446,5.541559999269292,2.4068871847503077,Iris-virginica
+29,5.181623674339785,3.3331696900638814,1.6724096977762544,0.46490723259634203,Iris-setosa
+30,6.702329236471757,2.532745791554838,5.842978423714939,1.806312352922308,Iris-virginica
+31,5.5582862884915265,2.59783445458698,4.321733270828895,1.2139523765441835,Iris-versicolor
+32,4.782322607876294,3.0,1.3873232704781873,0.39797359625216744,Iris-setosa
+33,5.1179790200055475,3.313031944760058,1.8023694308001559,0.3663678999176482,Iris-setosa
+34,6.242764618165631,2.2,4.56768556704315,1.4673617214817332,Iris-versicolor
+35,7.899998173344412,3.7814553398436237,6.375779151134081,1.9843785569310597,Iris-virginica
+36,6.827646277101286,2.7953678175812366,4.785430040100613,1.394533641878648,Iris-versicolor
+37,6.259633944530562,2.2,4.611622581857025,1.5196925248836517,Iris-versicolor
+38,6.519366079401075,3.1113341721122465,5.175773205692616,1.9180346209924897,Iris-virginica
+39,5.524003258253179,3.0,4.3462359612626456,1.4663547834896853,Iris-versicolor
+40,4.618275265279531,3.4081537956832686,1.3988283003279411,0.30037701282347173,Iris-setosa
+41,5.34167503616943,3.390350669754706,1.4981371251152704,0.286498867264628,Iris-setosa
+42,6.8888995073179835,3.0839135365051282,5.09961690778132,2.2896543679212455,Iris-virginica
+43,6.310660196884535,3.308668188350733,4.6691546902966445,1.5760543233855095,Iris-versicolor
+44,6.303189078042153,3.2822054245279615,4.709278088370085,1.588369242988842,Iris-versicolor
+45,5.6244913572651045,2.7312972647682594,4.447789591295986,1.2834328500410743,Iris-versicolor
+46,6.2976599928633865,2.6947310828435893,4.927464543733132,1.7971915818126751,Iris-virginica
+47,4.492046659380867,2.301277956926639,1.2948050259881743,0.2994530954539478,Iris-setosa
+48,5.990009769986707,3.0,4.917173264020747,1.8007979261000095,Iris-virginica
+49,6.7149550541354825,3.3011861607877644,5.691430100220699,2.0834923170861877,Iris-virginica
+50,7.899998041608834,3.706799529718763,6.421790824882774,1.9803420474936961,Iris-virginica
+51,4.99600963678041,3.3927274245262837,1.6426100016312313,0.43002647582518955,Iris-setosa
+52,5.01460447549083,3.3974460071699637,1.54109163093876,0.3394035723826238,Iris-setosa
+53,6.299698386815391,3.3896432811493273,5.5758681133483,2.3904873799581456,Iris-virginica
+54,7.03342146451965,3.0816652076112687,5.9010437945112715,2.2010381318522687,Iris-virginica
+55,5.324955563109348,2.9005687120179555,4.356057268122795,1.4118956620529064,Iris-versicolor
+56,6.184223292643101,2.2,4.514091737515464,1.4908063690054247,Iris-versicolor
+57,6.916243414720162,3.204092851181397,5.820046954405989,2.2922005260286102,Iris-virginica
+58,5.10731747632739,3.532494674431852,1.4027830666093428,0.3307003345292541,Iris-setosa
+59,5.691276049166928,2.790471292607896,4.512625845114538,1.3177388027557642,Iris-versicolor
+60,4.916912040167107,2.3937437057137467,3.1653556436308414,1.0695621951301044,Iris-versicolor
+61,5.186918331221644,3.4608539418679674,1.601059548359793,0.1990753240133275,Iris-setosa
+62,5.12498140072144,3.3220281321592435,1.6597839452733323,0.39708597112040017,Iris-setosa
+63,6.3060355376592225,3.403889917348762,5.590529150672865,2.4020326035714303,Iris-virginica
+64,5.6389678533433285,2.686465112909639,4.1765223423131514,1.3013313922166874,Iris-versicolor
+65,4.594514884024048,3.201848473121577,1.3910816554624872,0.19977060711883843,Iris-setosa
+66,5.501485459455327,2.411099714823232,3.872892403374535,1.1028289768870299,Iris-versicolor
+67,6.587030212894216,3.0,5.800263883472071,2.2367511314150845,Iris-virginica
+68,4.802324323918602,3.0,1.401305238027735,0.31852394077205826,Iris-setosa
+69,5.859304995888796,2.5595386588493074,5.046178868786808,1.9497224330212446,Iris-virginica
+70,6.697318941126832,3.2904141999659218,5.736782054211767,2.105331181474618,Iris-virginica
+71,6.685303963748721,3.30431057944394,5.680606830746056,2.111452641711482,Iris-virginica
+72,5.850522318916744,3.2070727655091003,4.833757184815847,1.809403133224583,Iris-versicolor
+73,6.493725088680947,3.0,5.504613858622865,1.7920372895304826,Iris-virginica
+74,4.987329951844597,3.1846671376633746,1.2000002584340166,0.20046964817555327,Iris-setosa
+75,5.003697338963923,3.384941220182629,1.4548929647610094,0.3483968193646092,Iris-setosa
+76,5.270776008095844,3.6905490625617814,1.4963553373404466,0.19734045298115666,Iris-setosa
+77,4.489912079064606,2.2930663265062265,1.2954435887763982,0.29590678135714027,Iris-setosa
+78,5.509235186906772,2.419477410860477,3.84591112320551,1.0537186422162297,Iris-versicolor
+79,4.896082005641015,3.1094163206573184,1.4970274005034432,0.10000010266101693,Iris-setosa
+80,4.792706285807096,3.0,1.405959688149693,0.30896757342288067,Iris-setosa
+81,5.965907859638298,3.251987080819873,4.796270729201394,1.7918392762062672,Iris-versicolor
+82,6.203599417773006,2.2,4.5486492181063145,1.5053034608573417,Iris-versicolor
+83,5.083311795703611,3.3883953485509157,1.4960861869272966,0.20862337483995066,Iris-setosa
+84,5.924029616748821,3.174237424605167,4.773756293543861,1.7854091670515486,Iris-versicolor
+85,5.615405907710401,3.0,4.198929483950468,1.3042619626905123,Iris-versicolor
+86,5.064193622228848,2.4743502958631516,3.0081262690004404,1.098523393882499,Iris-versicolor
+87,6.279753305902765,2.52344010475909,4.970236932627043,1.5362061856672438,Iris-versicolor
+88,6.706405080974053,3.0,5.008399956784991,1.7010109087796244,Iris-versicolor
+89,5.385249648738444,3.71859794243906,1.5759190209581917,0.20195927491155852,Iris-setosa
+90,6.286159022503784,3.2967050396110147,4.668945359051758,1.582656553411807,Iris-versicolor
+91,5.915778568584578,3.0,5.066652006056438,1.8044812590271662,Iris-virginica
+92,6.825042826535463,3.0007629018487454,5.499948470637534,2.1747225740992517,Iris-virginica
+93,5.213412092422529,3.3919467589481727,1.588349128100203,0.2094385438181016,Iris-setosa
+94,6.6881859626262585,3.0,5.661278775504768,2.0739526863388886,Iris-virginica
+95,4.400000713210892,2.9156360904159913,1.392279568846197,0.19830224450128192,Iris-setosa
+96,4.89919061407462,3.096634569341888,1.5770273589699473,0.10000009723155799,Iris-setosa
+97,4.853844695543489,3.020829986677466,1.4475360569978817,0.1,Iris-setosa
+98,6.563268192799399,3.0251189523076234,5.357930280331872,1.8750391524211238,Iris-virginica
+99,5.995007515355318,2.888910556393007,4.510804892932243,1.4634205593371736,Iris-versicolor
+100,5.096566670529418,3.7378346299955196,1.4986242813285346,0.4359006770149454,Iris-setosa
+101,5.80057444761049,2.621266687336246,5.076814747966909,1.9077622760625257,Iris-virginica
+102,6.527943886864587,3.1952499323121915,5.106264223157507,2.0237951573569344,Iris-virginica
+103,4.929589687803563,2.4316411846342945,3.2844562426494983,1.0851650060162412,Iris-versicolor
+104,6.061010847399435,3.0,4.5779386428183555,1.3969764010605144,Iris-versicolor
+105,5.997552843458454,2.2,5.00409392881959,1.49892753987905,Iris-virginica
+106,5.920882924915018,3.213593998243798,4.7885795753875495,1.7877439076423824,Iris-versicolor
+107,6.993071438653586,3.098194192192791,5.731606810822002,2.2298123566547354,Iris-virginica
+108,6.443979986596353,3.0,5.535100564981788,1.7974064141985824,Iris-virginica
+109,4.400000937991948,2.899031538641358,1.4040802954684617,0.20013700704651075,Iris-setosa
+110,6.373885849432535,2.697580944213015,5.291434516647483,1.8870147603199063,Iris-virginica
+111,6.071929758012121,2.8009451293353598,4.718641232664461,1.1951481143301477,Iris-versicolor
+112,6.274632494576578,3.3047965040612994,4.745360045736034,1.6363965029310659,Iris-versicolor
+113,4.906580594064326,3.1082317097464593,1.6408339246877035,0.1,Iris-setosa
+114,6.809888663995206,3.1897402217266513,5.865186454331571,2.295346745655444,Iris-virginica
+115,5.365258576701461,3.3837585995107515,1.7280766789815516,0.19763445657938156,Iris-setosa
+116,5.237702640802974,2.739794021636914,4.048281935571614,1.4301106639090058,Iris-versicolor
+117,6.289620852710184,2.5282406232572665,4.9309933786784885,1.5404059897217872,Iris-versicolor
+118,6.408053221551935,3.0,5.76996113594006,2.1121240556571097,Iris-virginica
+119,5.088678632439802,3.540311227363709,1.378182249054062,0.33707436736488194,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.976825884283008,3.251298904418971,1.402060772220991,0.20089690894402085,Iris-setosa
+1,4.824845442746101,3.0,1.4054497956915066,0.31059264593719743,Iris-setosa
+2,5.6306859165047785,3.7970642908523335,1.7867711050054655,0.38574194505567116,Iris-setosa
+3,5.501224832876186,4.199998921095196,1.4016262691517287,0.19992711028217075,Iris-setosa
+4,5.643850534203411,2.7363444916974666,4.354903684462875,1.3019939037967436,Iris-versicolor
+5,5.025131975941184,3.264468956270734,1.449075433863409,0.2993583216865264,Iris-setosa
+6,5.513114186782089,2.62488217156914,4.26733094926612,1.3145092468273305,Iris-versicolor
+7,5.912001958190267,2.8402394478431736,5.190840818487426,1.8271923417624156,Iris-virginica
+8,6.333705515942945,3.3045783483434747,4.69705398314597,1.6010034677600145,Iris-versicolor
+9,4.8269508385856685,2.3971343225725943,3.280960449914397,0.9063366122940779,Iris-versicolor
+10,6.645134933960299,3.0,4.982731355359508,1.6501015784735298,Iris-versicolor
+11,5.51240316691862,2.965325454942076,3.8827571070989775,1.31939348154379,Iris-versicolor
+12,6.5001214620863,3.0,5.540476879481431,1.8054219496656996,Iris-virginica
+13,6.674389277826025,3.0,4.994535973285272,1.7256021945441569,Iris-versicolor
+14,4.994691160221727,3.209497086226331,1.2000001917943206,0.19805522302288003,Iris-setosa
+15,4.400000523947655,2.885101862460362,1.3967626560689814,0.18699550420694205,Iris-setosa
+16,6.208488905220461,2.20000030464375,4.445196765011257,1.5032509273955814,Iris-versicolor
+17,5.042727127988516,3.2834568953258154,1.413135841570994,0.20250826319616735,Iris-setosa
+18,6.137049645543065,2.8880426471705682,4.703559942356874,1.3356711490416726,Iris-versicolor
+19,5.977333829121353,3.0,4.882884878473731,1.8048112189621597,Iris-virginica
+20,6.828566845699892,3.2069395192471997,5.829304188471738,2.2890404396260338,Iris-virginica
+21,6.7351287818745575,3.2889831068634,5.692257325875708,2.5,Iris-virginica
+22,7.706290435604644,2.5933841686006187,6.899998545033137,2.310164672364869,Iris-virginica
+23,6.542671473007216,3.0,5.551101442322132,1.8001670165091226,Iris-virginica
+24,6.860067173605661,3.1348621786942896,5.789903814283782,2.257783466696238,Iris-virginica
+25,5.03243865651184,3.252436126507803,1.4607418227930262,0.2471364249211978,Iris-setosa
+26,5.199854616846857,3.5656008703807722,1.5411557834552898,0.20769516762846277,Iris-setosa
+27,6.94684754585085,3.1947641478457727,5.8084387870180025,2.2960203149170426,Iris-virginica
+28,7.899998836256675,3.830111420547054,6.439462853316739,1.999214832576834,Iris-virginica
+29,5.7867533133223406,3.0,4.2667226471650155,1.53826228948893,Iris-versicolor
+30,6.114558004464907,2.8097535381266994,4.672893365141096,1.1876087078546163,Iris-versicolor
+31,5.61602024047466,2.727928066781048,4.268347129954867,1.2911521348366188,Iris-versicolor
+32,6.733651274954901,2.512313867978002,5.78117947132437,1.7989749621104012,Iris-virginica
+33,7.142481695202597,3.0,6.02531156719788,2.0356578577120716,Iris-virginica
+34,6.719205071464634,3.3034022909872256,5.78333846713781,2.1199903135799745,Iris-virginica
+35,5.486398316039182,3.8556790365177234,1.7102499500847865,0.3509181834181607,Iris-setosa
+36,6.014643152895655,3.0,4.717034625070007,1.793527246696048,Iris-virginica
+37,5.427002979772214,3.8517188309636077,1.4928298232737136,0.45161235367997354,Iris-setosa
+38,6.016849469373929,3.0,4.498305599802395,1.4236350738220933,Iris-versicolor
+39,4.980861027356824,3.205282066440254,1.2,0.19243485512398872,Iris-setosa
+40,4.65006951395627,3.4012395303803826,1.386969734017867,0.2894314489751697,Iris-setosa
+41,4.875440690185538,3.0542911749654396,1.4873038146321078,0.10000013121906533,Iris-setosa
+42,5.8540825933174645,2.7959522449990057,4.593270782025044,1.3917197826687755,Iris-versicolor
+43,6.7835727858698744,2.781520772534335,4.802036397103934,1.403919617710233,Iris-versicolor
+44,5.66636796186625,2.8388994934730296,4.010972373930898,1.2933931916726575,Iris-versicolor
+45,5.6480367710593296,3.795428360557024,1.8186086715401197,0.30945151730595466,Iris-setosa
+46,6.3220480466455955,3.395933562451196,5.599615398814549,2.4020120928858177,Iris-virginica
+47,6.306193548346059,2.297247852095217,4.384353729678555,1.2982058690503118,Iris-versicolor
+48,5.984552088534049,3.0418955505457026,4.410359422898402,1.4606980105095042,Iris-versicolor
+49,5.18119956911077,3.4051878908293602,1.4956984309117127,0.1972356841559116,Iris-setosa
+50,6.288153270620889,3.396400286096371,5.626103681726681,2.400345977099872,Iris-virginica
+51,4.903381962218511,3.0,1.4005909830057448,0.19824484676205933,Iris-setosa
+52,5.632614272076481,2.7140356268879593,4.249202191728823,1.3107163491303135,Iris-versicolor
+53,6.1240114568126724,2.612182739782464,5.6024659868896025,1.4404095414760014,Iris-virginica
+54,5.98063928052497,3.0,4.890871236294539,1.8133121962456742,Iris-virginica
+55,5.132433116985764,3.7260139563639254,1.5193695146945536,0.39135785870931294,Iris-setosa
+56,6.576461190738623,3.1208527701456052,5.478341810215699,1.96362025865138,Iris-virginica
+57,5.703308578827055,3.0,4.252221263513818,1.3414664061153343,Iris-versicolor
+58,6.361377838621417,2.9996673558227567,5.551084278680012,1.813392068810369,Iris-virginica
+59,4.569888298959839,2.5338532887396097,1.328372192652664,0.31903454053040053,Iris-setosa
+60,5.976770929481483,2.950782351632816,4.579218722736787,1.352777251875131,Iris-versicolor
+61,6.905118473547418,3.0856434382715148,5.0960467283829365,2.304892557989155,Iris-virginica
+62,5.141950115177061,3.629845480661676,1.5990200902149843,0.20071419610581642,Iris-setosa
+63,4.864838557414206,3.382071961858824,1.4810136147651476,0.39100359646995486,Iris-setosa
+64,4.609795683603249,3.20007781811624,1.4039500314425577,0.19467801138013524,Iris-setosa
+65,5.405210234334776,3.0,4.529248216942592,1.4938419571750328,Iris-versicolor
+66,5.009986349007601,2.443393064936963,3.2970328302852785,1.0725244080320344,Iris-versicolor
+67,4.844624065362326,2.37739307816721,3.2719177392301355,0.9820308941412257,Iris-versicolor
+68,5.195134012027786,2.4938761973629457,3.1819906803622784,1.0853490040688583,Iris-versicolor
+69,4.884045226349878,3.0,1.4015818443885546,0.19865603430574785,Iris-setosa
+70,5.371854641298307,3.389498341739315,1.8567067711784948,0.2020296623349073,Iris-setosa
+71,5.54963980208648,2.500315416699398,3.9386228956532223,1.1205106833543705,Iris-versicolor
+72,5.117751914178503,3.3016209927501627,1.628646585349682,0.4877326562340635,Iris-setosa
+73,5.449472100379505,3.0,4.523181475887463,1.5054230400706154,Iris-versicolor
+74,5.580153265855486,2.446864460208549,3.8286065337065214,1.0839772351174817,Iris-versicolor
+75,5.5913395726336255,2.916041963370021,3.6994588106368984,1.3068047602752095,Iris-versicolor
+76,4.9442649447079114,2.4249444176863264,3.2389088814888183,1.0566403884299105,Iris-versicolor
+77,4.4,2.883858025470798,1.4133653308133134,0.19724372446006802,Iris-setosa
+78,5.759218260117305,2.6717426114017546,5.075382110332276,1.9028883636177611,Iris-virginica
+79,6.3025161392427895,2.7157535253490126,4.941690712706384,1.809535858795243,Iris-virginica
+80,5.092533400665007,3.4760781128039793,1.4141936347405413,0.34606766270139483,Iris-setosa
+81,5.090461559441126,3.391032360288303,1.4945679040322395,0.20101812858568643,Iris-setosa
+82,6.092154578781437,2.612097568980953,5.570228479958301,1.3993434805779283,Iris-virginica
+83,6.284261965824328,3.2819728084879514,4.675158934966906,1.547062645360748,Iris-versicolor
+84,6.94736147112578,3.0923706067768095,5.103929910589613,2.307434546250168,Iris-virginica
+85,7.899998510550637,3.8093155109503583,6.339541479082761,1.9833229858361796,Iris-virginica
+86,6.7039876579008215,3.3097507310280303,5.678487997660938,2.1100267733629723,Iris-virginica
+87,6.698666969421644,2.495365141405133,5.862453129297189,1.7972941773097342,Iris-virginica
+88,7.706826057547938,2.6164800601915434,6.9,2.292152945954836,Iris-virginica
+89,4.4,2.9135285251867478,1.3859005759900553,0.1949539591860699,Iris-setosa
+90,6.111747878293862,2.5930103437136753,5.606744267231205,1.3995154143478468,Iris-virginica
+91,5.907092525680534,3.206092318853097,4.7915320542597115,1.7974867118630307,Iris-versicolor
+92,6.275499147863433,2.5304357944504448,4.923792375717389,1.5233842998528544,Iris-versicolor
+93,6.40973761362368,2.8939360494423605,4.281822573169764,1.3090959258594932,Iris-versicolor
+94,6.546875936981981,2.604938036399133,5.543213665639474,1.8462843469750234,Iris-virginica
+95,5.403430442006776,3.0,4.497807836283077,1.4853367119111263,Iris-versicolor
+96,5.119420267961336,3.5044100955356052,1.392040692400645,0.29465088293608754,Iris-setosa
+97,6.837080592160055,3.1064212772132507,5.10876866909761,2.297020665916176,Iris-virginica
+98,6.496602914222974,3.196783271176086,5.117125220860482,1.99264843149302,Iris-virginica
+99,7.280364709532412,2.8971575051483986,6.288036344309813,1.800624727467323,Iris-virginica
+100,7.729928831022425,2.605341312155025,6.9,2.2923095032125524,Iris-virginica
+101,5.385956112729058,3.0,4.547476244833998,1.493499247655217,Iris-versicolor
+102,5.421249818705695,3.0,4.453430830108554,1.4529043986306365,Iris-versicolor
+103,6.136263368378107,2.9377354483443443,4.817957162348545,1.791726232521844,Iris-virginica
+104,6.861282456313527,3.0,5.51706780746578,2.1089791141612984,Iris-virginica
+105,5.623042139357529,3.0,4.154627548105337,1.3056854082777625,Iris-versicolor
+106,5.634548394142965,2.8524990962792347,4.293334451186109,1.2896714888760017,Iris-versicolor
+107,5.616738636405424,2.9677456924714987,3.696607695608242,1.3373131537204632,Iris-versicolor
+108,6.5369231795185065,3.0,5.472853741267709,1.8130911994317105,Iris-virginica
+109,5.50129195569983,2.5534273325725683,4.311929981966615,1.152451300127809,Iris-versicolor
+110,5.714956570526502,2.553260493244686,5.038231142685843,1.9557030591584015,Iris-virginica
+111,6.612256049095595,3.3063802212805737,5.682842586555979,2.3462713328775466,Iris-virginica
+112,7.680125402362654,2.5827051547527846,6.899998865402459,2.2818778764149807,Iris-virginica
+113,4.767088471993867,3.0,1.3726048773785107,0.1,Iris-setosa
+114,4.603701151415376,3.389652470807078,1.391275066648322,0.2997319173448074,Iris-setosa
+115,4.8859400188157505,3.101311836059886,1.5816203146662922,0.1,Iris-setosa
+116,6.515298721646215,3.0767300925806347,5.262951441679562,1.883429149748015,Iris-virginica
+117,6.772678179415624,2.8055011027272108,4.767682228964225,1.3687622446205128,Iris-versicolor
+118,5.705607005789916,3.7909070550335877,1.6101176010164087,0.35381655912695564,Iris-setosa
+119,6.292999803022599,3.2935287237882123,4.690806391550481,1.5603667233077791,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.817621069998413,2.6472715204769064,5.071039776818187,1.9294300114847722,Iris-virginica
+1,6.031646290283031,2.7068209305891697,5.1324382336991485,1.6089512912980195,Iris-versicolor
+2,6.008108501854942,3.0,4.815278093142878,1.803329845908491,Iris-virginica
+3,6.291499674137507,3.289514104003276,4.6631642039469865,1.586105346143391,Iris-versicolor
+4,6.70858377376733,3.2961951534423366,5.739936816718175,2.4999995562271535,Iris-virginica
+5,5.760134793798478,3.0,4.009162033841242,1.376579391349521,Iris-versicolor
+6,4.87377106776355,2.4172931674221143,3.2174695796001473,0.883898360835824,Iris-versicolor
+7,6.308262438258645,2.4389131470731042,4.787143460901158,1.4503397010713976,Iris-versicolor
+8,6.770411015653661,2.89047565871632,4.789416303215942,1.461686525955849,Iris-versicolor
+9,6.730987214031991,3.0,5.372660225239311,2.137949095062908,Iris-virginica
+10,6.219426668009149,2.2,4.550887337815619,1.496086332532685,Iris-versicolor
+11,5.928663283842465,3.183204905017474,4.753361919736011,1.802702136513543,Iris-versicolor
+12,5.098616890276035,3.309001865415757,1.498139670618837,0.48181976932827086,Iris-setosa
+13,6.714975324130698,2.5186656397255476,5.88680800400337,1.80354157516678,Iris-virginica
+14,5.088928345640514,3.6644065636700613,1.4729961904516922,0.3991719507600026,Iris-setosa
+15,5.495742189042199,2.3967502740588182,3.8496988693872245,1.1095749128550119,Iris-versicolor
+16,5.099370944668321,3.718781365372921,1.5730372152453758,0.20404492527129217,Iris-setosa
+17,5.9959631431654605,2.2,5.010337042400851,1.4853679534352846,Iris-virginica
+18,5.719064528065594,3.0,3.893484857568398,1.3824198535576688,Iris-versicolor
+19,5.898297425882879,3.0295751908994646,4.360359890377055,1.4171995494570653,Iris-versicolor
+20,5.093056021007804,3.5356249852077206,1.4989292562779633,0.4169239600048276,Iris-setosa
+21,4.909465015477412,3.0,1.4034447918904496,0.19919298031816607,Iris-setosa
+22,6.101622512942188,3.0,4.614291043761919,1.393970051647243,Iris-versicolor
+23,5.962316282439927,2.874640403971361,4.640185484583469,1.3893827573122837,Iris-versicolor
+24,6.836789204579017,3.1373711533234085,5.097061017223971,2.271503004338654,Iris-virginica
+25,6.647135630171825,3.164302992968521,5.106218079822789,2.1360370807419473,Iris-virginica
+26,4.81399414453805,3.0,1.3965828261210906,0.10000013589238162,Iris-setosa
+27,7.704357655740015,2.5871929407217835,6.899998370894616,2.2766794396668493,Iris-virginica
+28,5.3085229648374215,3.4039118015170566,1.4899697880019298,0.503492249418058,Iris-setosa
+29,5.995307554487149,2.2,4.932202247535021,1.507086194375724,Iris-virginica
+30,4.48878355352285,2.294731224883436,1.2979424674526918,0.29512749791877696,Iris-setosa
+31,6.696579971699219,3.0,4.993417738613241,1.7008674333852714,Iris-versicolor
+32,6.301765885377323,2.7106321592468077,4.887985764561994,1.788388361072895,Iris-virginica
+33,7.002186254342883,3.0799988705342884,5.7726400600689844,2.251939742940081,Iris-virginica
+34,5.142275594866295,3.7773285350300534,1.5943822417557703,0.2031377679641043,Iris-setosa
+35,6.299538343949517,3.4063114452497754,5.6200433820988165,2.407242936350005,Iris-virginica
+36,6.277642211789993,3.3016805218522047,4.726122661201734,1.6344879313541456,Iris-versicolor
+37,5.339509078448679,3.3919538317754196,1.604226001127475,0.41104203888837143,Iris-setosa
+38,5.411771519156557,3.3982313447899593,1.7023295534991727,0.20979178163642784,Iris-setosa
+39,5.5242871164615455,2.6025713247567435,4.328251364403054,1.1956944560259148,Iris-versicolor
+40,5.824279922812243,2.768702816066475,4.586905505343156,1.2381305523582855,Iris-versicolor
+41,6.679784414193095,3.2933202862152737,5.687061122299643,2.0969877711371048,Iris-virginica
+42,6.698976172469749,3.0,4.967436579302104,1.6795262306295144,Iris-versicolor
+43,5.786584434883985,2.8000790342578714,5.093045863160477,2.410242359569457,Iris-virginica
+44,5.106940721149893,3.515459088539007,1.4095280297326567,0.2936167516732294,Iris-setosa
+45,6.182631339650949,2.2000004246893456,4.455888235826684,1.5067093632879178,Iris-versicolor
+46,5.243432159925421,3.798541550292647,1.5893111319885136,0.46807419077624457,Iris-setosa
+47,5.000486250501542,3.220828109127336,1.2000002092577795,0.2013160176165208,Iris-setosa
+48,5.752086081723756,2.695529825399071,4.538603308957431,1.1837737189131308,Iris-versicolor
+49,6.007486213343408,3.0,4.769124834995851,1.798722992662842,Iris-virginica
+50,6.704200435960489,3.294922520137432,5.776846523044914,2.499999397733159,Iris-virginica
+51,6.252278045317553,2.2,4.4088459803809235,1.5238522092171274,Iris-versicolor
+52,5.37842059437633,2.8918703153181173,4.218402452593206,1.3978248051218636,Iris-versicolor
+53,6.326351495621842,2.4717040667007333,4.854872785496822,1.4844868203133252,Iris-versicolor
+54,6.310536723824955,2.9087272246776985,5.6220607714454545,1.8007514484200104,Iris-virginica
+55,5.746576642012508,2.547538754157454,5.019917498633407,1.987841487289581,Iris-virginica
+56,6.788386732935902,3.1847782402147713,5.814714602560524,2.288773726256734,Iris-virginica
+57,5.89545007372616,3.2036589948502243,4.784075763322327,1.790768729487877,Iris-versicolor
+58,5.764325703190892,2.6121636607195247,5.066490839162717,1.9568948873510783,Iris-virginica
+59,6.8346738758153815,3.002428729434894,5.388358147541264,2.1829332204532075,Iris-virginica
+60,6.2855409252429855,2.3027277500739345,4.390967370095411,1.302874501137089,Iris-versicolor
+61,6.582568607658073,2.584847606035648,5.615875691114315,1.8291765800510347,Iris-virginica
+62,5.868045011461498,3.0,5.106497481690814,1.8030114945605729,Iris-virginica
+63,6.291241115337582,2.7116555272079417,4.834867941122608,1.7957971905529488,Iris-virginica
+64,5.407431873055637,3.0,4.514403303952172,1.488836305772537,Iris-versicolor
+65,5.156142054673045,2.5646261580251792,3.2887409670323056,1.2320579474509505,Iris-versicolor
+66,4.910559300509149,3.123005862990892,1.5360160770433606,0.1,Iris-setosa
+67,6.302851567342892,2.4703390943952592,4.868563397159346,1.4913453643007255,Iris-versicolor
+68,5.066536025368542,3.3337720611488892,1.7079654282201076,0.4813379364947786,Iris-setosa
+69,7.7142255432793085,2.591152629067373,6.9,2.2971735266318554,Iris-virginica
+70,6.685239818976743,2.485691995039874,5.7739342044046325,1.8073819924068266,Iris-virginica
+71,6.097490619659996,3.0,4.58481596306451,1.409036816928388,Iris-versicolor
+72,6.470925222424946,3.0,5.863747837519306,2.1681711335134155,Iris-virginica
+73,5.562210129789804,2.922571698493095,3.612003277105471,1.284667196812308,Iris-versicolor
+74,4.6279005188763485,3.2346827067069372,1.4025465465337577,0.1989703480151246,Iris-setosa
+75,4.814421726356598,3.0,1.4070012564260521,0.32779609961512257,Iris-setosa
+76,5.303921405356635,3.409217451382169,1.5250586090505456,0.19934731636694628,Iris-setosa
+77,4.8821544768023415,3.0,1.4119072508271446,0.1990767993314791,Iris-setosa
+78,6.395749364056857,2.9073893905418875,4.3179010585252895,1.296156499974056,Iris-versicolor
+79,4.400030668204875,2.7445228379020445,1.3388389807134666,0.22176102439796322,Iris-setosa
+80,4.9896802863650045,3.392237084465083,1.61083655546755,0.4464483878017029,Iris-setosa
+81,5.678627850444375,3.0,3.6750075689246984,1.3497236383128626,Iris-versicolor
+82,6.021854943824334,2.7127038988810366,5.098158942253939,1.5920668138672165,Iris-versicolor
+83,4.610195087020401,3.2252205692471283,1.4002940522939258,0.2108999485695247,Iris-setosa
+84,4.880690636056085,3.0,1.3956463460163453,0.2360366977608796,Iris-setosa
+85,5.010808736706599,3.3213690562948845,1.3868780361383661,0.20151638235393665,Iris-setosa
+86,7.004026243324263,3.099342313542152,5.091686444742528,2.3163795730157517,Iris-virginica
+87,6.7238595556727425,3.2609129951423728,5.828354150925772,2.3240239478562934,Iris-virginica
+88,6.324944075284006,2.7150581533923854,5.003464085039323,1.8047880635021103,Iris-virginica
+89,5.006286191081132,3.4111124766191208,1.4978014555072454,0.43527065337137916,Iris-setosa
+90,4.989309754350321,3.225986524574351,1.2000002714366156,0.20592583410550158,Iris-setosa
+91,6.283426304525218,2.3044064282622068,4.429042600904111,1.2883117084041877,Iris-versicolor
+92,6.00614534918293,2.70932664141623,5.09370305762709,1.6297114668124604,Iris-versicolor
+93,5.216113858194966,2.729260393776372,3.953214187796083,1.4307529609105423,Iris-versicolor
+94,6.486239585158523,3.0,5.833675826373371,2.178952210268306,Iris-virginica
+95,7.1349614840548226,3.0,5.926719115586122,2.1209382801899936,Iris-virginica
+96,5.16026928618696,3.4107456486167163,1.5550885284810672,0.2000395557890372,Iris-setosa
+97,7.9,3.8680693583276278,6.408288448611267,2.0226039680100634,Iris-virginica
+98,6.819397068829655,3.0,5.522567242734085,2.1176410522753786,Iris-virginica
+99,5.552991786435665,2.4522734494259217,3.808825646183098,1.1054106934568995,Iris-versicolor
+100,5.107412999434061,3.4555770639582275,1.3971310289337975,0.2968908205224555,Iris-setosa
+101,7.058918695655084,3.0,5.7569521245181345,2.095402688265212,Iris-virginica
+102,6.29225375248469,3.3138855926609714,4.663729927400835,1.5869530648234353,Iris-versicolor
+103,6.68336194415032,3.0,4.946386144109832,1.6907479934158296,Iris-versicolor
+104,4.986248134301837,2.463769296656131,3.3497012997236286,1.1008011548724828,Iris-versicolor
+105,5.781159052218551,2.7988996740242413,5.116535477913365,2.4089426980378645,Iris-virginica
+106,4.400000865368601,2.9082374405955496,1.3959845283221899,0.2016951946924941,Iris-setosa
+107,7.12539649976979,3.0519697034776763,5.910173176276997,2.200547178362434,Iris-virginica
+108,4.9834444465508785,3.2128636811216573,1.2000002003314074,0.1978708291058644,Iris-setosa
+109,5.5658248349839825,2.5200459724054594,4.1691296663354915,1.1322508546808256,Iris-versicolor
+110,6.906981730395686,3.2086543578061,5.958711713157285,2.2832192765157933,Iris-virginica
+111,5.0866364251200595,3.512477613484661,1.4035170807211665,0.2963334347709947,Iris-setosa
+112,5.420516561722316,3.405963430948273,1.6237306417409723,0.20382268775430143,Iris-setosa
+113,4.900314640589732,3.0,1.4093555094182721,0.20904963449238637,Iris-setosa
+114,6.708584638647845,2.9905141111695936,4.959717750038123,1.6249869269301254,Iris-versicolor
+115,5.99933468538554,3.0,4.84122750389831,1.8003626578383307,Iris-virginica
+116,5.363814471722631,3.3873545153790867,1.829399164922323,0.19612060790067787,Iris-setosa
+117,6.709593329445435,3.0,5.010892155301051,1.73185377231539,Iris-versicolor
+118,4.9995275570347895,3.31404512838427,1.4067314623689946,0.1981428309274781,Iris-setosa
+119,4.89398826199215,3.0,1.393686382546911,0.25154615424083876,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.133336536275115,3.3177114495746003,1.661572142012001,0.47380813355000573,Iris-setosa
+1,6.288799851192038,3.396658808842738,5.606640710386522,2.394497083140801,Iris-virginica
+2,6.696972963759204,3.2937691776785805,5.757989978469023,2.4999995709659144,Iris-virginica
+3,6.360911791975955,2.9898280279091347,5.55560111401844,1.8138484178600762,Iris-virginica
+4,5.025548254782244,2.4583014254643762,2.898067933383145,1.1117192876818327,Iris-versicolor
+5,4.903653773371936,3.1059157590180146,1.6349346911336593,0.10000012015868584,Iris-setosa
+6,4.872225375240413,3.0586514129935085,1.4977433253655899,0.10000010584772873,Iris-setosa
+7,4.792758187606346,3.0,1.382756744109162,0.1,Iris-setosa
+8,5.834949983397843,2.752458598196002,5.131509097089566,1.8460499674138298,Iris-virginica
+9,5.399576831996452,3.0,4.522045545733691,1.491231764754208,Iris-versicolor
+10,6.939933355141537,3.1821499891345275,5.767584565086923,2.288742164064078,Iris-virginica
+11,5.88696491349289,2.7008405178050405,5.125890498350953,1.8082044185501518,Iris-virginica
+12,6.458857420165523,3.0,5.745533956315781,2.167170702523447,Iris-virginica
+13,5.051816885502938,2.479509515155019,3.1945148757146855,1.0804997758794452,Iris-versicolor
+14,5.268417368666034,3.74377768731394,1.6336456867397104,0.4252030074394544,Iris-setosa
+15,5.381090674505249,3.7565310833912484,1.6906642063731756,0.20742855062943022,Iris-setosa
+16,7.899998487594301,3.782544835371748,6.395047476282233,2.004898120622053,Iris-virginica
+17,4.89073378452929,3.0884916512459597,1.4955506016577857,0.10000010148528121,Iris-setosa
+18,5.715157487458009,2.529043151985094,5.021151327889675,1.9841465583293612,Iris-virginica
+19,5.87382973015719,3.0,4.215160831020126,1.507018028898312,Iris-versicolor
+20,5.787234212725589,3.0,3.8713503904458015,1.415552249227264,Iris-versicolor
+21,7.698523703836314,2.612129823138758,6.899998503537786,2.3013640800869415,Iris-virginica
+22,6.678295929288569,3.2939703638438798,5.670373533534057,2.4999994268561556,Iris-virginica
+23,6.5627683773112855,3.160009840179005,5.487531319308913,1.9471952225414997,Iris-virginica
+24,7.697246183602014,2.6001392924145414,6.9,2.2995612301990747,Iris-virginica
+25,6.610112514115047,3.0,5.904241179247016,2.2447689490706697,Iris-virginica
+26,7.704288179274252,2.613130015938384,6.9,2.3267186114448366,Iris-virginica
+27,7.9,3.8289220482816066,6.401028565354888,2.0109936776931776,Iris-virginica
+28,4.895136462858716,3.115078772750938,1.4949140508714622,0.1,Iris-setosa
+29,6.203786069405732,2.9879395593911293,4.672199302127253,1.335345712554498,Iris-versicolor
+30,6.282972461019288,2.309995324431097,4.438059547565221,1.2802673001803875,Iris-versicolor
+31,7.682949201000887,2.5929955254173294,6.899998772410937,2.305872284753965,Iris-virginica
+32,5.265169408091932,3.7909502233184345,1.4584009474625628,0.3454564144406048,Iris-setosa
+33,5.397006470839534,3.410731151994251,1.5872124396993053,0.20183580016561742,Iris-setosa
+34,5.085562663831564,3.319578953449355,1.6768598940234294,0.5220154464387414,Iris-setosa
+35,6.406876367773211,3.0,5.371529453565698,1.8062374467224127,Iris-virginica
+36,6.081006746261955,2.662120738202419,5.592902487363367,1.492564279173587,Iris-virginica
+37,6.0120963374683125,2.703983317609079,5.093652633417057,1.6103162190591203,Iris-versicolor
+38,4.5867106109804086,3.4031551938407985,1.4039346644142152,0.3615909223230296,Iris-setosa
+39,5.157566676062258,3.381259267061003,1.49854824357857,0.19920537933023283,Iris-setosa
+40,5.157657068047349,2.6975022225658547,3.899303788526189,1.4176176142730614,Iris-versicolor
+41,6.686311048946832,3.302227648175785,5.6807721287826745,2.5,Iris-virginica
+42,5.5632153140208365,2.627927352089491,4.405183246428456,1.2148237704079197,Iris-versicolor
+43,5.108712388103314,3.519443645207587,1.5410893945641366,0.1964860760372854,Iris-setosa
+44,4.8883709846293435,3.076166381603773,1.5283300669062811,0.1,Iris-setosa
+45,5.5007782721335206,2.3755879589553577,3.840168411101499,1.030348743511489,Iris-versicolor
+46,5.265502529388428,3.836958781512898,1.4972503617095763,0.26970538973755104,Iris-setosa
+47,4.89148733331702,3.1057624712374623,1.498768935095431,0.1,Iris-setosa
+48,4.4,2.8990119702860473,1.4041205826563377,0.2003758608003069,Iris-setosa
+49,6.183456605017619,2.2,4.457415040478776,1.4851900054734712,Iris-versicolor
+50,5.90873214307311,3.175659229605072,4.792429669648536,1.7908693727457996,Iris-versicolor
+51,5.0984387068479196,3.4022680712987423,1.6379981052091337,0.21062703937307609,Iris-setosa
+52,6.872707770301653,3.101945464025576,5.086339910306642,2.2985183539859793,Iris-virginica
+53,5.987079202058612,2.7480745467622603,4.675645887016628,1.1973105236134272,Iris-versicolor
+54,6.689660985396837,3.2971706753855408,5.753348769312819,2.499999620459268,Iris-virginica
+55,6.6922620444874505,2.5070894069852336,5.848344089947634,1.8052694769950983,Iris-virginica
+56,6.3068713595039085,3.3106084667481905,4.708058593091249,1.596106013613544,Iris-versicolor
+57,4.4,2.8652487328374634,1.3987154407171214,0.17891013802072359,Iris-setosa
+58,5.104716210006599,3.8346707801217748,1.6782304131922898,0.19615009460321364,Iris-setosa
+59,6.325802019003828,2.909680098810521,5.583824274322492,1.7974625411547982,Iris-virginica
+60,5.945540598482075,3.0,4.271280295217708,1.493203457504768,Iris-versicolor
+61,6.2938846472983,2.31573468781102,4.416168980432609,1.2924634057741418,Iris-versicolor
+62,6.944155697757957,3.0930795149677386,5.0822848005928165,2.3082072233678073,Iris-virginica
+63,4.663117409394328,3.364436897407933,1.4079592897208846,0.2560591993400488,Iris-setosa
+64,7.313236345675749,2.9071747076820063,6.239802594786026,1.8114864651028997,Iris-virginica
+65,6.33613594485639,2.9129441531956006,5.570978697683037,1.8034548645833441,Iris-virginica
+66,6.705633918040807,3.0,5.006713951017728,1.7045508997034382,Iris-versicolor
+67,6.85804580661578,3.181872048514599,5.703867622486155,2.265910967446386,Iris-virginica
+68,5.010101483948401,3.396830096396298,1.649722829053545,0.42397939739779267,Iris-setosa
+69,5.901007990661381,2.2,5.002609327435036,1.4670827220265985,Iris-virginica
+70,6.378276170772997,2.684348516655342,5.138366396079826,1.8731968987804661,Iris-virginica
+71,5.860002059992968,2.5692994725730007,4.933014496978702,1.885884993848683,Iris-virginica
+72,4.596610381876139,3.1935837454147467,1.3928615825860033,0.20636401435320245,Iris-setosa
+73,7.899998948392636,3.845294979920819,6.42871849336432,2.0031993941161272,Iris-virginica
+74,6.063110169283632,2.8206308214586775,4.721734074793441,1.2276912087369862,Iris-versicolor
+75,5.832015700355302,2.79317301885665,5.09119075067408,2.4076887592380287,Iris-virginica
+76,5.65569760691282,3.7972222224828953,1.502808064566846,0.40500747803039233,Iris-setosa
+77,6.360161072335494,2.9094357374236326,4.286325656499239,1.2968380605092449,Iris-versicolor
+78,5.992192318521663,2.6924020454913493,5.101542392575892,1.6074099968698594,Iris-versicolor
+79,5.775226079590263,2.7948860962258992,5.098034292432299,2.3920403738247877,Iris-virginica
+80,5.144129196257158,3.314740229901152,1.6056654594598652,0.42135396322670937,Iris-setosa
+81,6.314219633261442,3.2708985505400956,4.743891239077866,1.5991333409823658,Iris-versicolor
+82,5.557065891429604,2.678393292994811,4.265170008461618,1.3100006280509844,Iris-versicolor
+83,6.020383675470313,2.7065243703069113,5.093505778711959,1.587815854786252,Iris-versicolor
+84,5.977201117946896,3.0,4.850637846558759,1.8033124108778182,Iris-virginica
+85,4.69536524654397,3.1775120783927284,1.391800947012823,0.19509727953402084,Iris-setosa
+86,6.1752190013895385,2.7150413955805757,5.003324154337321,1.8076322648729874,Iris-virginica
+87,5.083866362707462,3.6290083234149506,1.5173210677335756,0.4166259049824519,Iris-setosa
+88,5.956821757826169,2.2000002846931697,4.963522943217317,1.487277384707213,Iris-virginica
+89,5.904175936521998,3.2054587025300294,4.827825370955051,1.7854274924630154,Iris-versicolor
+90,5.506870278801616,4.2,1.4011172700734686,0.2068938691323321,Iris-setosa
+91,5.684376548611379,2.942216819794021,4.4163902513515305,1.2792679282785888,Iris-versicolor
+92,5.064705252986957,3.77374502639935,1.6530993355047283,0.20178497019430894,Iris-setosa
+93,5.484056762110892,4.2,1.4016835702730943,0.1963621934084639,Iris-setosa
+94,5.002388025314555,3.208000117544534,1.2,0.19425971925274094,Iris-setosa
+95,6.633800875656626,3.2706618672403165,5.6906255881928764,2.4999967728576236,Iris-virginica
+96,5.011489569407392,3.381676468834398,1.6565837938169357,0.46493954474451704,Iris-setosa
+97,5.727402087120728,2.490688809545997,4.991929197963013,1.9893146117717815,Iris-virginica
+98,5.336747580405722,3.3891581187637803,1.5905354197266819,0.19594486572018716,Iris-setosa
+99,5.803289687816382,2.8060999793349635,5.122960263321836,2.4043899305790326,Iris-virginica
+100,6.675944480112182,3.0,4.99075147552428,1.6770912255278965,Iris-versicolor
+101,5.556490964617561,2.8021288725762155,3.660282865885903,1.2799144797654398,Iris-versicolor
+102,5.02707796765756,2.5527876597695016,3.5404264736174618,1.2788313556956585,Iris-versicolor
+103,6.282695468287176,2.856644471872869,5.63538386466726,1.772318726956704,Iris-virginica
+104,5.5615132971356545,2.5950087857460225,3.9087192528123977,1.190595338629374,Iris-versicolor
+105,5.0863591571458375,3.3023218978462157,1.768149360314852,0.4889547129619433,Iris-setosa
+106,5.940986404187317,3.0,4.304951730043344,1.4892488403995174,Iris-versicolor
+107,5.5862693205529,2.9485546131816904,3.584804377332994,1.2954475697453955,Iris-versicolor
+108,6.716472507295912,2.507837814959344,5.867187857115177,1.8043834942778039,Iris-virginica
+109,6.855025588493931,2.7690264084936174,4.810374417210464,1.4062343306705944,Iris-versicolor
+110,5.799724164052326,2.7982750161809276,5.1050264600665445,2.3839966785988143,Iris-virginica
+111,6.799964998108274,2.8031851828437047,4.832928165850579,1.4098198336292989,Iris-versicolor
+112,6.0301632158469705,2.895362938117798,4.594844851239931,1.3279036424538628,Iris-versicolor
+113,7.899998907336894,3.77069777191626,6.389529522731023,2.020013035998961,Iris-virginica
+114,4.987661558587086,3.2189392089686257,1.2,0.20211007419019503,Iris-setosa
+115,7.152773333521895,3.0,5.982176920771402,2.0604857544781536,Iris-virginica
+116,5.5062633097129625,3.524547947741807,1.5717480106460249,0.4187446124983862,Iris-setosa
+117,6.708211311127078,2.501445519148446,5.840639954860164,1.798310865720302,Iris-virginica
+118,6.358142853991533,2.7000423957484116,5.165316842578683,1.9026042583750367,Iris-virginica
+119,7.9,3.8463125962168205,6.378494751440897,2.0213089728789373,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.519682207743845,3.1797631050654482,5.092821436129908,2.0077783697152958,Iris-virginica
+1,6.302000093306195,2.9565830553858437,4.406179819124013,1.3644973921915893,Iris-versicolor
+2,5.470583119019489,4.2,1.3883732632241963,0.1969288490466415,Iris-setosa
+3,4.9996396234089175,3.2065499308344365,1.200000261333105,0.20273412253554646,Iris-setosa
+4,5.8162904268663,2.837275107140647,5.102740577846996,2.4084679790245564,Iris-virginica
+5,5.657595363347401,2.7775620187829975,4.445176915731123,1.277107610880938,Iris-versicolor
+6,6.784759399935021,3.23666633867594,5.834736688538695,2.3203644597869264,Iris-virginica
+7,6.367544026076207,2.900166680098324,4.307315719650826,1.2708855280507592,Iris-versicolor
+8,6.411890775709937,3.128275306215245,5.080806561237184,1.9519641452223686,Iris-virginica
+9,4.904746275742133,3.0962269633197934,1.4906908991654546,0.1,Iris-setosa
+10,5.131483855494549,3.3769735100105147,1.4979559092672736,0.209152016808293,Iris-setosa
+11,5.415236223039327,3.8468197427952786,1.6090505517487625,0.39686059698326104,Iris-setosa
+12,7.3239912388016,2.922171240262471,6.337184840439441,1.8089349322714463,Iris-virginica
+13,5.601282730213818,2.486860524950272,3.9604761646521136,1.1330810168241985,Iris-versicolor
+14,5.370747885067091,3.0,4.4701916470412835,1.4838595749954395,Iris-versicolor
+15,5.604087729299491,2.513150335802609,3.854164083461478,1.0848080526985033,Iris-versicolor
+16,6.078041127199449,2.9096440547280276,4.9681071849698375,1.6333068696126325,Iris-versicolor
+17,4.807301559936701,3.0,1.400681583938418,0.31925662446432546,Iris-setosa
+18,4.902310799108071,3.075562415521369,1.5132842877763784,0.1,Iris-setosa
+19,4.989468064373295,3.2207517173555233,1.2000001800506994,0.19360996937327177,Iris-setosa
+20,6.785084776874544,3.1689388256912068,5.856819523789875,2.284667468407459,Iris-virginica
+21,6.109350036052228,3.0,4.619919407519568,1.3901427048688402,Iris-versicolor
+22,5.745760206395819,2.5103624481964384,5.009291299528414,1.9948156519594233,Iris-virginica
+23,4.824849348550223,3.0,1.40272202090779,0.1,Iris-setosa
+24,6.646056421091695,3.287526191779164,5.6639705458332275,2.499999253913389,Iris-virginica
+25,4.9071072829060425,3.096794499878002,1.491379946427916,0.10000013093611368,Iris-setosa
+26,4.5835081045727115,3.4034473516174746,1.3880602386899186,0.2962301118002615,Iris-setosa
+27,6.120825830942035,2.8563708555195393,4.675925116029054,1.2634539499171917,Iris-versicolor
+28,5.095813951938752,3.506989874702765,1.407854758413685,0.28450166289268297,Iris-setosa
+29,5.691898165707863,2.761377982355559,4.4180556791117045,1.3151455559760776,Iris-versicolor
+30,5.812721028695718,2.82970558812638,5.095852286354992,2.400992396260743,Iris-virginica
+31,6.31070379055073,2.773299827557608,5.461589694628591,1.8340809755493432,Iris-virginica
+32,5.470900048109933,3.0,4.343326181036775,1.3819537022129338,Iris-versicolor
+33,5.070360780385594,3.2803089059430777,1.488731552838732,0.5059084173656032,Iris-setosa
+34,4.918486669683221,3.2584473285465974,1.3902744844349972,0.20070249529922365,Iris-setosa
+35,5.382409314484479,3.3900651075680215,1.7276012476840124,0.19503325244792952,Iris-setosa
+36,6.660568950075764,3.2963280261145695,5.666394639513566,2.073763101033754,Iris-virginica
+37,6.435835385799593,2.8859176228986487,4.290895368832083,1.2812542119582218,Iris-versicolor
+38,5.911140496702059,3.0,5.143620716166227,1.800900342352683,Iris-virginica
+39,5.385920121930682,3.5281983551812517,1.5091442252617522,0.20169154502276695,Iris-setosa
+40,5.9943756998354125,2.690556667967941,5.0872057836196936,1.6101431809320468,Iris-versicolor
+41,5.482261250886751,4.199999203298029,1.4080480417070849,0.20320251317552854,Iris-setosa
+42,5.612778927803334,3.0,4.076130441625355,1.3205103900610122,Iris-versicolor
+43,5.247872251414386,2.844025990607959,4.142831031787133,1.4537867193927207,Iris-versicolor
+44,6.404007788487433,2.901022523294827,4.226942488853188,1.3331930047054883,Iris-versicolor
+45,4.963836967037656,2.4394837728735412,2.919393557850233,1.0700069423709575,Iris-versicolor
+46,5.856107604811176,2.9683503229386097,4.243722811514268,1.4715025467040053,Iris-versicolor
+47,5.540699647044826,2.5062988415403464,4.121948763321662,1.09919998668625,Iris-versicolor
+48,5.795099599707825,2.776332369924936,4.64427901496343,1.2470464110910686,Iris-versicolor
+49,5.1324110489725845,3.795322768967361,1.5418764391180857,0.35739797887153385,Iris-setosa
+50,5.345493486119684,2.5892159305741695,3.459623906129359,1.180249204091373,Iris-versicolor
+51,5.073380292282898,3.360578087257887,1.4418259784332508,0.20865815398193083,Iris-setosa
+52,7.670829127604863,2.5975066894583025,6.899998874787626,2.29913724003975,Iris-virginica
+53,5.001368834484874,3.392827341611882,1.6341562020618698,0.3530443365042504,Iris-setosa
+54,5.859801272453321,3.0,5.1102888636100285,1.7886625928520634,Iris-virginica
+55,5.734618213069792,3.825647677217839,1.8197775904020892,0.29949259295573194,Iris-setosa
+56,6.949774321311494,3.1131331019963193,5.78605468347303,2.2251747244881472,Iris-virginica
+57,6.31515391626178,3.0,4.404462019057607,1.349925472893618,Iris-versicolor
+58,6.297564508278969,3.4095101768178866,5.607004384634659,2.3950328654215722,Iris-virginica
+59,7.698100382552136,2.5766405224797184,6.9,2.2874961612050786,Iris-virginica
+60,4.909520843625211,3.102751433259505,1.4969798320658008,0.1,Iris-setosa
+61,5.341387701776069,2.590372763912634,3.7747066025604625,1.2031867391881945,Iris-versicolor
+62,7.899998965222165,3.80341987702615,6.37607044041265,1.9911856250955775,Iris-virginica
+63,5.424329780941922,3.0,4.557180967838776,1.5063831395414742,Iris-versicolor
+64,5.087935707080316,3.396035246974312,1.5060426423388698,0.20210215583289867,Iris-setosa
+65,4.902250730293105,3.088253278985986,1.4953076356046613,0.10000010281088331,Iris-setosa
+66,6.281736174798547,2.5056904775228337,4.893688166198438,1.4858861515106525,Iris-versicolor
+67,5.164175833950434,3.733078181224247,1.533412307304877,0.20160661097850083,Iris-setosa
+68,5.774149933367455,2.7248080297664248,4.635070372530497,1.2410413523270225,Iris-versicolor
+69,5.885385684321557,3.18446052629632,4.787950424396683,1.7846041528179342,Iris-versicolor
+70,6.8801204677465915,3.2097537427636182,5.888572122064668,2.313017905731141,Iris-virginica
+71,5.46660517795543,4.199999210063546,1.396063596630065,0.2134833286798441,Iris-setosa
+72,5.652865071584953,3.793319806492596,1.5913975225483172,0.3125567336036146,Iris-setosa
+73,6.213257916999255,2.200000421000124,4.497162254170365,1.5143665701908047,Iris-versicolor
+74,5.566923747629202,3.625148530700793,1.5854738971965987,0.33035612563550903,Iris-setosa
+75,6.118047917784001,2.9188936803370993,4.683039496145465,1.2961640501107459,Iris-versicolor
+76,6.165686292787124,2.200000297138961,4.455965233694171,1.5025192273360883,Iris-versicolor
+77,6.410247108615737,2.7092064651268974,5.299370228646183,1.9020763264080505,Iris-virginica
+78,6.388717210552799,2.700819760291934,5.277458502551158,1.8584733224819288,Iris-virginica
+79,5.366898457792708,3.0,4.450615588491572,1.4860627825563706,Iris-versicolor
+80,6.798085903021582,2.8123187147590976,4.8155418377995804,1.4098253721526715,Iris-versicolor
+81,5.62205585558578,2.4949230042672466,3.780648431686202,1.0815653880445089,Iris-versicolor
+82,4.914054478580326,2.4062821779421664,3.2712941229555823,1.0682734729902612,Iris-versicolor
+83,5.491941546865565,2.477672457246956,3.909553892773721,1.096605925596619,Iris-versicolor
+84,4.9178180910378995,3.0575911921366736,1.43165762866674,0.36099571950469145,Iris-setosa
+85,4.7906774148957725,3.0,1.3900370678942742,0.1,Iris-setosa
+86,6.116658890341947,3.0,4.609019283218392,1.3956375268403347,Iris-versicolor
+87,6.3083342003082,2.713136098450365,4.90372331218316,1.7994021968960174,Iris-virginica
+88,5.1063733669536955,3.47408116786182,1.396546422656018,0.30082239645904885,Iris-setosa
+89,6.761429051109073,3.0,5.523352079565095,2.0870125714431977,Iris-virginica
+90,6.499050533127164,3.1910157433560227,5.091302386707025,2.0058632191637726,Iris-virginica
+91,5.869739413154489,3.188235464295552,4.775140093531092,1.7919443667828576,Iris-versicolor
+92,5.549542916991298,2.6811994963522885,4.421496156679114,1.251019034780136,Iris-versicolor
+93,5.013620361813666,2.4654904788596745,3.0480103207680527,1.0903477841023348,Iris-versicolor
+94,7.210616528905276,3.0,6.024059431692028,2.0503849799839218,Iris-virginica
+95,6.844355564155071,3.1058381256851395,5.101565709841242,2.2840231387286565,Iris-virginica
+96,6.704991634438554,3.0,4.997471068699305,1.7148590505156087,Iris-versicolor
+97,6.311222467008567,3.3876162577571636,5.624532605415011,2.397562427387291,Iris-virginica
+98,4.49452835542344,2.293125712122531,1.2974593789381659,0.2994640464915174,Iris-setosa
+99,5.943400969905571,2.2,4.92716072424055,1.4591772546534991,Iris-virginica
+100,6.681054477386801,3.3007369845120267,5.713156664373208,2.112872319986784,Iris-virginica
+101,4.623880066330285,3.3923234593358322,1.4058726745969,0.29440914370776977,Iris-setosa
+102,5.800752835080375,2.765390677546903,5.11948866173724,2.3942614499935275,Iris-virginica
+103,5.336078716249985,3.8222851883665045,1.6194839850848906,0.4021827633804935,Iris-setosa
+104,5.488351616564856,2.5384608499449834,3.967151257925768,1.1665782161795193,Iris-versicolor
+105,5.150874655050477,3.5489144082463087,1.4050390323391597,0.2991450401609177,Iris-setosa
+106,6.541604388870197,3.1651253112209226,5.103903268363102,2.0213607285438275,Iris-virginica
+107,5.575886375450586,2.9987821313278906,4.187739308509716,1.3787135943565942,Iris-versicolor
+108,7.325975897365817,2.9057867700659568,6.334573214350969,1.8067382000046017,Iris-virginica
+109,6.317518984634859,2.2975254399283913,4.3717303195599175,1.3029227171661761,Iris-versicolor
+110,6.655192911187007,3.2905041162126647,5.658651353332567,2.4999996462287024,Iris-virginica
+111,5.37618544750556,3.8091287403128757,1.5256080743109874,0.25323544168865403,Iris-setosa
+112,6.551409952971595,3.0,5.863918383235278,2.264885352570166,Iris-virginica
+113,4.907647928591003,3.0,1.3974567755809655,0.1952378325526748,Iris-setosa
+114,4.830463927290032,3.0,1.4063907800408495,0.26853208909439236,Iris-setosa
+115,5.101787209474361,3.794033292400903,1.4980392312125652,0.19674899849434035,Iris-setosa
+116,7.260853698796945,2.8968419860656796,6.2907976913878105,1.797143432278138,Iris-virginica
+117,6.682490334430268,2.5014268093032417,5.793943995818861,1.798790910138968,Iris-virginica
+118,5.377694378348691,3.386318568199873,1.6848720471928709,0.1948849557783373,Iris-setosa
+119,6.318917300521373,3.316039415916714,4.704751802432309,1.605783700330525,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.704897048544044,2.4727986041371723,4.953552014768801,1.98370364290232,Iris-virginica
+1,5.604646169508408,3.0,4.041255981483045,1.2770962444073743,Iris-versicolor
+2,4.904680482467834,3.0706387675792364,1.4962513799607238,0.1,Iris-setosa
+3,5.905608669606751,3.0,5.092618620112601,1.7976045153826892,Iris-virginica
+4,5.9925891279557675,2.2,5.019777760053248,1.5696723448548673,Iris-virginica
+5,6.008015202080265,2.2000002839109825,4.983459816956094,1.49043227257212,Iris-virginica
+6,5.095004509436588,3.5170305681396634,1.3961946805891159,0.30823472614867525,Iris-setosa
+7,5.439944298897638,3.6554235019555215,1.5176258713022766,0.3668446021522427,Iris-setosa
+8,4.505665125117981,2.28833928362526,1.2914883184829602,0.28955578472509647,Iris-setosa
+9,6.002939659243811,2.2000002896218347,5.012024451661526,1.482679637375028,Iris-virginica
+10,6.6590000690816336,3.2780462859201442,5.661993354027327,2.06755441033962,Iris-virginica
+11,4.817524488577841,3.0,1.4025430867145388,0.10000010097878041,Iris-setosa
+12,6.476693321816251,3.0,5.534082714894638,1.7949727484087972,Iris-virginica
+13,5.205686056317648,3.4016695193511883,1.5236019402656762,0.1962860857827679,Iris-setosa
+14,6.276880784707843,2.296549964622595,4.36967717917976,1.2696388865627526,Iris-versicolor
+15,6.105957920891285,2.7947890915962676,4.691545547957255,1.1874133951126276,Iris-versicolor
+16,5.954176837312461,2.2,4.972179650765673,1.498128165312235,Iris-virginica
+17,5.969843888478172,3.0,4.775533757257849,1.7953799698054436,Iris-virginica
+18,4.400000496355851,2.9030149200727298,1.3898451580059874,0.19797391045100626,Iris-setosa
+19,7.691631940845712,2.603518485746185,6.899998430777675,2.2880515498131704,Iris-virginica
+20,6.849740277511926,3.2083299000346517,5.698071623995414,2.2912633151703643,Iris-virginica
+21,5.402834667760504,3.5864199102755427,1.499673325625517,0.20517342618144951,Iris-setosa
+22,4.812894621064168,3.0,1.406411772966673,0.10000009984531381,Iris-setosa
+23,6.681089743167885,3.0,5.011596480948324,1.7018745039955965,Iris-versicolor
+24,6.31353164230307,2.373534936861295,4.537909884467956,1.3600215866339822,Iris-versicolor
+25,5.098847650401016,3.3028492208259133,1.66839504415799,0.49521798638840553,Iris-setosa
+26,6.799894127965291,3.0619267016876117,5.131253660792015,2.269027012951651,Iris-virginica
+27,5.203647029615199,2.683670195498994,3.7233095738363113,1.4065682207329997,Iris-versicolor
+28,5.764087890003525,2.6536162294446393,5.06297649105434,1.9359872624929602,Iris-virginica
+29,7.732693003982675,2.5969631154870205,6.9,2.3097358970450923,Iris-virginica
+30,6.254532973839779,2.824674480635361,5.001301551647443,1.812688143357914,Iris-virginica
+31,5.132386152239941,3.620231481914386,1.4069182202860029,0.36245143727670415,Iris-setosa
+32,6.030050405820676,2.7156813050379323,5.105614407090671,1.629902568056391,Iris-versicolor
+33,7.702628222097272,2.5972258967702464,6.899998697626547,2.2950810403915134,Iris-virginica
+34,6.6152116909523535,3.2737172895514712,5.586110267745875,2.0494027138601845,Iris-virginica
+35,4.767080406621356,3.0,1.394214158222636,0.2970371016488783,Iris-setosa
+36,4.904234335690368,3.116546610127483,1.5347102671787842,0.1,Iris-setosa
+37,5.947164154863465,2.9011250621259443,5.158647938810906,1.7845070427274725,Iris-virginica
+38,6.317819024314958,3.288125994035979,4.720146272811077,1.6216858692604748,Iris-versicolor
+39,5.803536471508552,2.7610428235489444,5.114899598406732,1.862491712925046,Iris-virginica
+40,4.818931104601676,3.0,1.3973607762261846,0.28498964261223775,Iris-setosa
+41,5.338806611149607,3.863575944524763,1.6508910995612192,0.4212191264602376,Iris-setosa
+42,4.900517260915909,3.0,1.4026085581692658,0.19898289813584946,Iris-setosa
+43,6.320585313210133,2.9107773655205142,5.637686691367239,1.7984169797798513,Iris-virginica
+44,4.492134300564198,2.297376415892831,1.293749244377691,0.2991196424110023,Iris-setosa
+45,4.9028502365919095,3.072354983655396,1.4967753425145707,0.10000012138400753,Iris-setosa
+46,6.220938443854948,2.896611269980838,5.529892181472493,1.7942955672937768,Iris-virginica
+47,5.18354835937761,3.4070835299089586,1.4984086636274936,0.19976842094516772,Iris-setosa
+48,6.714204200291543,3.3020298627618585,5.707232706655051,2.1073280367120804,Iris-virginica
+49,4.588629510282223,3.4056161717188345,1.3996072873205059,0.29983514005228284,Iris-setosa
+50,5.483557421032939,4.2,1.4034166584200398,0.2085841573067722,Iris-setosa
+51,5.913851842714608,3.0,5.053958769963119,1.7960727604480728,Iris-virginica
+52,6.143368537425298,2.2,4.515430849028707,1.48432032443556,Iris-versicolor
+53,5.453414919083041,3.4940332008424226,1.7975599975578127,0.20705535489366053,Iris-setosa
+54,6.765978620010095,3.0,5.5950751498647255,2.102770132334154,Iris-virginica
+55,6.715852627267856,3.3136472095738028,5.703762183306052,2.105704119459717,Iris-virginica
+56,5.991124965393392,2.94197078678121,4.447292951560195,1.4942186274633023,Iris-versicolor
+57,7.690595293334292,2.5888279306160484,6.9,2.301135601043683,Iris-virginica
+58,6.567070938451626,3.0480793519656704,5.392027644278848,1.8557162529161604,Iris-virginica
+59,4.826476161604713,3.0,1.4036152557167467,0.2896845263725024,Iris-setosa
+60,5.764791950456127,2.6516244130255777,5.08095304932348,1.9199455934322924,Iris-virginica
+61,6.8825306239977415,3.2173214320365706,5.7923499085018575,2.2940498400551257,Iris-virginica
+62,5.987561725279188,2.2000002884712653,4.965432625597897,1.5061228004465004,Iris-virginica
+63,5.0887572692640655,3.6745372935613023,1.5381541243495174,0.3628002708346739,Iris-setosa
+64,7.245364419273177,2.885402534801939,6.268823428083459,1.7953669539089527,Iris-virginica
+65,5.235664371277118,3.753657777309083,1.5776864386330147,0.20114541021513163,Iris-setosa
+66,6.828160217971643,3.186516834535448,5.806040044270167,2.3185007684682413,Iris-virginica
+67,4.583174085927362,3.1885736490994008,1.3970794912510835,0.1918875708884172,Iris-setosa
+68,5.503734536831461,4.2,1.4061670694642223,0.21248744670329267,Iris-setosa
+69,5.580321338847277,2.6889933700582183,4.248069955633399,1.2822571596768708,Iris-versicolor
+70,4.504613176537634,2.312449326710871,1.3033729080053933,0.3812783344696472,Iris-setosa
+71,5.7034042550996595,2.4819567411359613,4.969715927450327,2.005047609226851,Iris-virginica
+72,5.013205796726361,3.315889799190398,1.4082441531530128,0.19777057395830952,Iris-setosa
+73,6.130531812156272,3.0,4.600263301900209,1.352834197470318,Iris-versicolor
+74,4.85994428415115,3.033285869393256,1.4668667561240305,0.1000001099388867,Iris-setosa
+75,7.0908262486799565,3.0,5.713213364164129,2.08368254254176,Iris-virginica
+76,4.567520045974521,3.3529673587277333,1.392126227802521,0.2794048071718466,Iris-setosa
+77,4.604452699176111,3.2022389960986977,1.4033157555499962,0.21469025857355453,Iris-setosa
+78,6.280153537390456,2.5189630030248598,4.989979083507434,1.5140820020295478,Iris-versicolor
+79,6.309024212013357,3.4400606268826164,5.612859164628673,2.39511571651904,Iris-virginica
+80,6.0481967048550285,2.2,4.996406631184619,1.532337754039477,Iris-virginica
+81,5.04076963237016,3.3187794182528547,1.4272182642975717,0.19701444266134405,Iris-setosa
+82,4.799778348809706,3.0,1.3972623579227987,0.29375589923045525,Iris-setosa
+83,5.144039724800926,2.6176469855804205,3.8518597881865597,1.3562774226210204,Iris-versicolor
+84,6.692446696053967,3.3009140998189066,5.695352563780653,2.4999995292232158,Iris-virginica
+85,6.916829432320648,3.0878418548678597,5.111321736006926,2.3021534176628844,Iris-virginica
+86,4.933458835411713,3.175052330645701,1.399566751988726,0.19243726519718024,Iris-setosa
+87,7.293354214353187,2.907462022152415,6.319619375681347,1.7996760842410022,Iris-virginica
+88,6.550559000794961,3.0,5.791662164606647,2.2245458163150698,Iris-virginica
+89,5.816666910341597,2.811173415995749,5.102409352057321,2.413459629260542,Iris-virginica
+90,7.294840945529119,2.905817827188152,6.325241366236143,1.7966106595181923,Iris-virginica
+91,6.308447537159738,2.6964568067184915,4.965937234239096,1.795419963977906,Iris-virginica
+92,7.665317547174557,2.6114215620964893,6.899998571867879,2.299123648327747,Iris-virginica
+93,5.833704974476039,2.8249906658222503,5.0946287059639594,2.396155535981987,Iris-virginica
+94,4.901583529396303,3.1251577212397788,1.4919378098924023,0.10000009482916526,Iris-setosa
+95,7.722043113022342,2.598684873981422,6.9,2.3076043255516416,Iris-virginica
+96,6.743240738732594,3.3100165538864434,5.797097847161396,2.5,Iris-virginica
+97,7.083004201695738,3.0079585081219853,5.92885912827248,2.1655961284873464,Iris-virginica
+98,4.926545699975638,2.4182674215986326,3.166908792931796,1.042436859309435,Iris-versicolor
+99,7.736608846048542,2.618666959198457,6.9,2.3024143936485855,Iris-virginica
+100,5.822305018455747,2.8298961085132723,5.111680993886353,2.398958309957049,Iris-virginica
+101,6.044552123657167,3.234869135922813,4.769483896639747,1.7530943573594577,Iris-versicolor
+102,6.8712974810446426,3.2028144150095827,5.7928299671314445,2.2951271092433037,Iris-virginica
+103,5.889244468457509,3.2111131043816448,4.792560146850484,1.7965635189288607,Iris-versicolor
+104,6.9999050061861645,3.1485569701544622,5.732119881434705,2.2598285332802974,Iris-virginica
+105,4.812275002923527,3.0,1.3978197908740773,0.3288260115563944,Iris-setosa
+106,7.032484719235767,3.0374486067079602,5.7691562492457225,2.189894555686721,Iris-virginica
+107,5.1912731730812,2.590605344215452,3.6179054334851304,1.2944282247652263,Iris-versicolor
+108,7.321013369739866,2.884712522567931,6.32237967094369,1.8071503970955949,Iris-virginica
+109,6.02282656186012,2.9357244293917364,4.411688067292207,1.539884323805034,Iris-versicolor
+110,6.496077997492474,3.0,5.892492632207578,2.2426059770306424,Iris-virginica
+111,5.844706764719587,2.816004840961552,5.103881857392692,2.403904598317012,Iris-virginica
+112,5.6350687467851674,3.0,3.9044182744192155,1.3324098184651172,Iris-versicolor
+113,5.577769504358459,2.843813630269581,3.717584604094586,1.2391883092183769,Iris-versicolor
+114,5.863559923009621,2.8938262751759143,4.555686085761325,1.3497526098106383,Iris-versicolor
+115,5.121849325407034,3.513644487818755,1.4041960941055502,0.2990927203617605,Iris-setosa
+116,5.442259494215322,3.416346811523003,1.8036191257807315,0.20126730845789728,Iris-setosa
+117,7.6937732446495835,2.595270649655739,6.9,2.280337395975318,Iris-virginica
+118,5.030259733063565,3.4968387481739254,1.641208548232187,0.4141846135933952,Iris-setosa
+119,6.564993912679924,3.0,5.533496068342286,1.7987985861819866,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.556182623146227,2.438162849731439,3.799484829773811,1.085667703730682,Iris-versicolor
+1,6.3974601814355925,2.906880838913344,4.320278659766344,1.2987812861193286,Iris-versicolor
+2,5.949154556373557,2.6917967884012866,5.076749516812622,1.5557886051794174,Iris-versicolor
+3,6.15641849850682,2.2,4.404717616341851,1.4913084120286721,Iris-versicolor
+4,5.417524849416106,2.9559797098921696,4.139644572827785,1.455097015136705,Iris-versicolor
+5,5.006442346752362,3.207313377625146,1.2,0.2001998335983242,Iris-setosa
+6,6.513012527748505,3.0,5.527503873588327,1.8015604773431515,Iris-virginica
+7,6.1409314320040504,2.609865045163252,5.5958638108105,1.4418290995769372,Iris-virginica
+8,4.640876085328246,3.1129697114119446,1.4013075743331436,0.19566404924218006,Iris-setosa
+9,5.0448792518359635,3.3877113929686673,1.4691364424545972,0.260938085777234,Iris-setosa
+10,6.519041364798496,3.0,5.53873340539274,1.823627815658448,Iris-virginica
+11,6.32140087999798,2.716930223721022,4.970516961054858,1.7979597805092387,Iris-virginica
+12,5.881445195526693,3.0,4.4294563525245545,1.3479262798374398,Iris-versicolor
+13,5.01518358462318,3.323230490235886,1.4101758769666182,0.20278598794537547,Iris-setosa
+14,5.558584305037923,2.5187139455613914,4.0603754162243,1.0846241829642138,Iris-versicolor
+15,4.884085662581664,3.0,1.3986351375706376,0.1918724316410158,Iris-setosa
+16,7.306474472161448,2.9147379859149987,6.2900473201680835,1.7971223470221593,Iris-virginica
+17,6.162668757485663,2.200000389275187,4.433488954606249,1.4868088985155656,Iris-versicolor
+18,6.635556730346017,3.197104529238066,5.089242687894914,2.0974770348205336,Iris-virginica
+19,6.519970025375797,3.0,5.541224828031571,1.8111581131907297,Iris-virginica
+20,6.706938411664207,3.3059857194595215,5.718686715861069,2.1008674656637156,Iris-virginica
+21,4.889875330015274,2.3956368353071897,3.1983585805351993,1.0189783689065999,Iris-versicolor
+22,6.298019567455923,2.51529939810135,4.913763911779011,1.5016648166875128,Iris-versicolor
+23,6.792767618838895,2.9931575706856854,4.976489231889664,1.624420022338137,Iris-versicolor
+24,5.424746058933477,3.4949175930655176,1.6458613519426502,0.4087031998264762,Iris-setosa
+25,6.302212437435896,2.3133674916669804,4.422700831881151,1.3016953818967218,Iris-versicolor
+26,6.587083623259842,3.027934753122157,5.469082209732381,1.8939067629990505,Iris-virginica
+27,6.011003192983631,2.7091871574075768,5.102685611966172,1.6118945424957565,Iris-versicolor
+28,6.685907207788889,3.292690242916204,5.802497598325868,2.082156130678424,Iris-virginica
+29,6.063597740116789,2.8026785535228687,4.718086994463903,1.2016031983239766,Iris-versicolor
+30,6.782607578890789,3.0,5.508219965988853,2.1413039961575437,Iris-virginica
+31,6.716963087643381,2.518869927786074,5.826115990803209,1.8049495036198144,Iris-virginica
+32,5.757570821558417,2.5986076435186063,5.059942100886794,1.9327081359979075,Iris-virginica
+33,6.516681244629418,3.0,5.418260985545771,1.804986476422838,Iris-virginica
+34,4.600234926823672,3.2187511812948584,1.3993657671501656,0.19905383289626505,Iris-setosa
+35,6.72012958351634,2.4831759075735413,5.769534793224778,1.8013634015996616,Iris-virginica
+36,6.3023207699100325,3.298213199016126,4.707944851467233,1.5966563938548926,Iris-versicolor
+37,6.775904190836309,2.852176392944496,4.832165255726009,1.4725734784815627,Iris-versicolor
+38,6.855780066405142,3.20756484054605,5.755443288323701,2.302581024232157,Iris-virginica
+39,6.799006260331772,3.1054891239341678,5.10166313268976,2.3284486910206357,Iris-virginica
+40,5.0292806219463495,3.2098442428692913,1.2000002400897232,0.19997325968062074,Iris-setosa
+41,6.414684939249508,2.9783140058485125,5.610396096758241,1.7942027788296238,Iris-virginica
+42,5.089825903522953,3.410606993804861,1.7161477489316608,0.20139564413248826,Iris-setosa
+43,5.942527309041063,2.2,5.002019988097127,1.4871205437878803,Iris-virginica
+44,5.371648995873847,3.8811293104257016,1.674508907784518,0.39369135842593794,Iris-setosa
+45,5.504128654629454,2.560483582750385,4.3330431932369935,1.1570878703629346,Iris-versicolor
+46,6.313385835872305,2.3060721420671166,4.436357440225075,1.3033116093317694,Iris-versicolor
+47,6.981245834489965,3.0,5.673819903827459,2.0659549488934026,Iris-virginica
+48,6.896764024424263,3.1094678286835844,5.111661640417315,2.2968259992122118,Iris-virginica
+49,5.979581470430848,2.2000003073000927,4.970502482056447,1.523713483129607,Iris-virginica
+50,4.5958800076219,3.394938281863952,1.396861011869547,0.29737502248358605,Iris-setosa
+51,4.578843737368238,3.4232196140859186,1.401656128465729,0.3167030282769848,Iris-setosa
+52,4.501274497440905,2.3027834408885752,1.3097849233783696,0.2923338253690848,Iris-setosa
+53,6.2858100518653215,2.8849349127084762,4.543979484108073,1.2448485453700298,Iris-versicolor
+54,4.595460585932607,3.4403563785800864,1.4004774866292662,0.28964826920719733,Iris-setosa
+55,5.461404540899176,4.1999992581481225,1.4106240417352598,0.2001646165497867,Iris-setosa
+56,5.816247396221459,2.7326262188331465,4.5722915908447535,1.1644821164334205,Iris-versicolor
+57,6.502813212989808,3.0,5.813215899266671,2.210845659877049,Iris-virginica
+58,4.981478556938285,3.3038269684249575,1.40434205566944,0.1998280790533609,Iris-setosa
+59,5.4935471197448535,3.5599180961081256,1.7079846940674286,0.33601237801225287,Iris-setosa
+60,6.419826417284563,3.0,5.510520280639924,1.787647411825184,Iris-virginica
+61,6.021712082246717,3.0,4.784695931011743,1.802118639209956,Iris-virginica
+62,6.7718430886038465,2.8214221697330077,4.816977400235707,1.4053880956248688,Iris-versicolor
+63,5.379332830908341,3.0,4.419861930274116,1.506089868417764,Iris-versicolor
+64,5.907109428788276,3.2056840780406333,4.7758112459245,1.804223776589972,Iris-versicolor
+65,5.57970882130541,2.577005647454722,4.222219175097194,1.1582893830260603,Iris-versicolor
+66,6.269434190155823,2.902378007886143,5.5389321390377635,1.8019126582380227,Iris-virginica
+67,6.704584209666936,3.285751119847338,5.7021442222493155,2.1040553529504566,Iris-virginica
+68,5.505954005394854,2.50161660506036,3.9424474563782996,1.1294695241171642,Iris-versicolor
+69,7.712775794236219,2.601353067693717,6.8999987410028245,2.311125945599749,Iris-virginica
+70,7.684783072050416,2.594049991948356,6.9,2.304678109362126,Iris-virginica
+71,5.524379429782437,2.390010315028324,3.795339834348978,1.1079982375406814,Iris-versicolor
+72,6.172326073945069,2.2,4.466431098515281,1.510228460900793,Iris-versicolor
+73,4.880400269983236,3.0927694752650527,1.524651407305546,0.10000010172872807,Iris-setosa
+74,7.729819414200438,2.5901020958717442,6.899998799516709,2.3170612427128354,Iris-virginica
+75,4.963320223191862,2.4355669394067654,2.9750354347618027,1.068391370825553,Iris-versicolor
+76,4.486539424165936,2.2773126010115203,1.3091309213118378,0.29024689548458577,Iris-setosa
+77,4.635496231987292,3.387958913351591,1.4033219200693863,0.2939508877604461,Iris-setosa
+78,4.82758554852923,3.0251328746342563,1.453110274370218,0.1,Iris-setosa
+79,6.817991601393983,3.1742128065450594,5.842361212429824,2.2885370124442703,Iris-virginica
+80,5.11571703574376,3.850038627037284,1.6300183211011048,0.21027254496624198,Iris-setosa
+81,4.986087981795113,3.2041375296411454,1.2,0.20419476610854007,Iris-setosa
+82,5.594263953120156,2.7385874363182814,3.9654915297840017,1.2970790907977594,Iris-versicolor
+83,5.940639948650241,3.0,5.103896814981754,1.8016987481583102,Iris-virginica
+84,4.907063468733221,3.0952700675561515,1.6945399638320882,0.10000010339454775,Iris-setosa
+85,5.9280625057006215,3.0,4.289488283415682,1.5195987234016033,Iris-versicolor
+86,6.991161450291447,3.0,5.735553879792064,2.107149489501962,Iris-virginica
+87,4.870701162282362,3.0,1.405142788162297,0.1,Iris-setosa
+88,4.4,2.8705302831121906,1.4080789162123144,0.20240909259029433,Iris-setosa
+89,5.969071000710853,3.0,4.3139886068193585,1.5560368499303037,Iris-versicolor
+90,5.738774312181526,2.506198187779821,4.94796897267948,1.9951859652183768,Iris-virginica
+91,6.267804533486212,3.4016754974508023,5.604815479087766,2.396293491717058,Iris-virginica
+92,5.56315575555867,2.5664843943345725,3.9363792958280133,1.1749861873115073,Iris-versicolor
+93,4.585852379353474,3.402727066916692,1.4015577281399025,0.2879119830329567,Iris-setosa
+94,6.027249368438235,3.0,4.450623335555236,1.5135993646041688,Iris-versicolor
+95,5.107731714998892,3.70350236500287,1.726793696490942,0.344323113372765,Iris-setosa
+96,6.316475212094938,2.2934879710198435,4.421526784403145,1.2852684556693708,Iris-versicolor
+97,7.707419545017947,2.618557475577093,6.9,2.3105421735505605,Iris-virginica
+98,6.004082537077925,2.7034512796420245,5.098016878191317,1.5982399819022188,Iris-versicolor
+99,7.288633645297849,2.906334769918667,6.270989017864546,1.802690804263655,Iris-virginica
+100,4.905443489322053,3.1210385862833157,1.5565608770051127,0.1,Iris-setosa
+101,5.324728054249603,3.8466341656123344,1.7100610776062188,0.38557126147417176,Iris-setosa
+102,5.348442764223478,3.3841359236252653,1.6114536121609961,0.213718856782737,Iris-setosa
+103,5.424999761068072,3.0,4.471560010457554,1.4633090691339556,Iris-versicolor
+104,6.495822671871345,3.18648274536076,5.090172280569192,2.0177261214359192,Iris-virginica
+105,6.736353349267611,3.0,5.50125018253273,2.1168007948018164,Iris-virginica
+106,4.81702928213249,3.0,1.3810999320439459,0.289924373743728,Iris-setosa
+107,4.863888746527,3.0722892298683484,1.4643958541579052,0.1,Iris-setosa
+108,5.523940696338512,2.632433122382854,4.103297731359952,1.2633041551881137,Iris-versicolor
+109,5.923259334262326,3.193382950339113,4.781119630084986,1.791413358842497,Iris-versicolor
+110,5.796046513968513,2.9203481090767256,4.345874066583901,1.3201805005459268,Iris-versicolor
+111,6.415211562824039,2.9954529422255445,5.8031804294315865,2.0591591584693147,Iris-virginica
+112,7.031557319656199,3.0,5.688032849281069,2.087744719053525,Iris-virginica
+113,4.990581936141896,3.4590411278428252,1.4761753053085291,0.331082150584572,Iris-setosa
+114,5.126784864647476,3.7510561637587605,1.4961841465724979,0.2132281083592095,Iris-setosa
+115,5.083672279579005,2.6173911026961707,3.679158658985979,1.3624715538585617,Iris-versicolor
+116,4.631365384622733,3.318051798079348,1.4097534501868805,0.2639406269786323,Iris-setosa
+117,4.580554661204061,3.379927302157051,1.3890447703858548,0.29287402673646024,Iris-setosa
+118,6.563691685006598,3.1804632814008005,5.1079205701029435,2.0557668809361487,Iris-virginica
+119,5.812844980960805,2.800877313588452,5.08763256349167,2.40698855261486,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.638683656274051,2.7382832662459777,4.478478617637155,1.2756643335514677,Iris-versicolor
+1,6.070281713324123,2.930072929329632,4.3661134956259735,1.4130486837294165,Iris-versicolor
+2,5.627398273983565,3.0,4.109841102608686,1.3247668224918856,Iris-versicolor
+3,6.215708757517954,2.200000280371645,4.5478644368944945,1.4779128142174562,Iris-versicolor
+4,4.789028438150725,3.0,1.3835746011758954,0.10000010197607534,Iris-setosa
+5,5.607205532800132,2.706028737605064,4.292749424187788,1.3190608098485632,Iris-versicolor
+6,5.953230602480931,3.0,4.417910916751468,1.531938875694686,Iris-versicolor
+7,6.149963946382208,2.2,4.464477866520468,1.49741090302615,Iris-versicolor
+8,6.868649161967793,3.1036589404927653,5.101167996529767,2.283387205702502,Iris-virginica
+9,7.699421776682921,2.5844742574638957,6.9,2.2975297728217248,Iris-virginica
+10,5.084362905651859,3.6347476969376937,1.4997908750740319,0.45313583549146125,Iris-setosa
+11,6.016984904879456,3.0,4.799335520186522,1.7950215827120748,Iris-virginica
+12,4.886055993342077,3.089986937412652,1.494778537061975,0.1,Iris-setosa
+13,6.823655036672927,3.194962301207942,5.89368966700874,2.274623152839846,Iris-virginica
+14,7.899998860574906,3.7687608499376193,6.455452218880958,1.9953580116964906,Iris-virginica
+15,5.0738173355772,3.4716387297963585,1.3936531838198094,0.2814618727548747,Iris-setosa
+16,6.195055892403445,2.2,4.473368255492977,1.4708071744175049,Iris-versicolor
+17,6.383296580268901,2.70587948223527,5.118108793674476,1.8578965146637354,Iris-virginica
+18,6.3280778752583355,2.7358496170003685,5.476282607026356,1.788642250453236,Iris-virginica
+19,4.90229103286396,3.0819929253093763,1.4885135047784557,0.10000010007247398,Iris-setosa
+20,5.622970743093704,3.809995450620138,1.8997804472979856,0.37471942337485864,Iris-setosa
+21,5.984736998103333,2.706753970980408,5.089698821605163,1.590791565411579,Iris-versicolor
+22,5.622807344006348,2.671287270593666,3.8470360634285665,1.2689470918829784,Iris-versicolor
+23,7.9,3.791509244799622,6.406763601349974,2.013580450719368,Iris-virginica
+24,6.287268109189712,2.6686973622334054,4.8999563004440185,1.7936528949001886,Iris-virginica
+25,5.600116694141575,2.3762758733538356,3.7775125906491214,1.132626454720242,Iris-versicolor
+26,4.884899460302452,3.25867111166366,1.4019049143563234,0.1943410651626328,Iris-setosa
+27,5.8954869096440286,3.0,4.515531114446865,1.5125472544459913,Iris-versicolor
+28,6.93888785723962,3.141741938293089,5.740439318964988,2.2759653690179587,Iris-virginica
+29,5.841637523633601,3.2117977752254285,4.749162360559558,1.804911260416364,Iris-versicolor
+30,6.777476037207812,2.825028693699862,4.796467474311328,1.4027262190959209,Iris-versicolor
+31,4.505073511153868,2.301015962173125,1.302752472514943,0.3578831199684502,Iris-setosa
+32,5.348088160722046,3.9071085635329488,1.6022592232577608,0.39278918474913627,Iris-setosa
+33,4.893266886886046,3.110572932368393,1.490395277980605,0.10000015703487354,Iris-setosa
+34,6.710195038864112,2.4884543880372583,5.823959801558244,1.8045673330896923,Iris-virginica
+35,4.999191788477043,3.200216316176424,1.2000002440242408,0.19686364837544318,Iris-setosa
+36,5.030000436528749,3.3475817023034815,1.4005372897529802,0.20538186481214538,Iris-setosa
+37,7.230191333689413,2.9759729588025707,6.16209588235354,1.9157991665284229,Iris-virginica
+38,5.133585442980143,2.648117447466008,3.807991692697183,1.3989958301255552,Iris-versicolor
+39,6.494241628322306,3.0,5.4563250211471646,1.8079140540296772,Iris-virginica
+40,4.901547761963657,3.0,1.389148267313534,0.20352484906444718,Iris-setosa
+41,4.89625811758347,2.396451327859921,3.523671972924977,1.0416978295712624,Iris-versicolor
+42,6.123145442237776,3.020607851982697,4.599313880949436,1.4384797246197478,Iris-versicolor
+43,7.712885320712262,2.6104025355688494,6.899998863652931,2.299554337480824,Iris-virginica
+44,6.683647776208369,2.530855039030508,5.843443959350092,1.8066233466697974,Iris-virginica
+45,6.6760560607790715,3.28432976055637,5.667278805624707,2.104695199999486,Iris-virginica
+46,6.390730808495942,2.90424860196141,4.2920279124261,1.3157230723290572,Iris-versicolor
+47,5.811279469977431,2.799155841158632,5.109762773518686,2.3902092801057004,Iris-virginica
+48,6.6260880859336435,3.2253838334348055,5.17869378743523,2.082782349949524,Iris-virginica
+49,5.000802759078821,2.4459216821811682,3.129904978251621,1.048275783256158,Iris-versicolor
+50,7.686322582690956,2.6148106098206854,6.899998887144575,2.3003968424324044,Iris-virginica
+51,4.947900892781646,2.4222807174318484,3.3185465951409845,1.086961743195044,Iris-versicolor
+52,5.470344227396746,3.4450316399826675,1.6721788834247961,0.20373994571514253,Iris-setosa
+53,7.6958522591358385,2.604728887514309,6.9,2.3087400206575066,Iris-virginica
+54,5.480804576374971,4.2,1.386496152664604,0.1951960556542838,Iris-setosa
+55,4.670423021621263,3.4042983450404054,1.4024026054130827,0.2995165196737764,Iris-setosa
+56,6.127169820864062,3.0,4.59621214928723,1.3997488241808371,Iris-versicolor
+57,5.4077153447088,3.3964258813248316,1.7093647258554001,0.19943136336144812,Iris-setosa
+58,5.532636289339955,2.5771561922853117,4.1570704454763,1.1797501173221296,Iris-versicolor
+59,6.890460294759584,3.099031984390443,5.098392580583611,2.3055171507746546,Iris-virginica
+60,5.578126250270332,2.5708690043892246,4.265197525365429,1.1696230742026508,Iris-versicolor
+61,4.89805252067835,3.1035690800346956,1.596294482777881,0.10000010477319153,Iris-setosa
+62,6.303124793344244,2.8445005211033054,5.391108164020845,1.8209793105854253,Iris-virginica
+63,6.705690815824135,3.285659760392174,5.699306489182934,2.11336622082323,Iris-virginica
+64,5.712625281740373,2.5034942505407023,5.017008151993919,2.007533636374788,Iris-virginica
+65,5.989063899834014,3.0,4.7728546182838665,1.801139168032627,Iris-virginica
+66,6.918769488433377,3.1912133778530047,5.841292524308989,2.2831915202362243,Iris-virginica
+67,6.428438914387019,3.1522493721054703,5.090026403031766,1.9742201067259795,Iris-virginica
+68,5.435931724475324,3.400004695712395,1.7663962255398304,0.19759171778715734,Iris-setosa
+69,5.708158389554722,2.9679071318384356,3.9555552865933743,1.3903169118442253,Iris-versicolor
+70,6.11252653535933,3.0,4.551139014253798,1.398064064678686,Iris-versicolor
+71,6.027697459282712,2.6973002917996167,5.1134645144008335,1.6069027052061449,Iris-versicolor
+72,6.333718114304053,3.3961506460259527,5.633852111482941,2.3876810444810848,Iris-virginica
+73,6.282918738860962,2.367608786452501,4.629826178165157,1.3995601703830323,Iris-versicolor
+74,6.305559194835045,3.4020328644498683,5.59536457305823,2.4047746769656584,Iris-virginica
+75,6.729611168962997,3.310179079617369,5.685996733664938,2.499999639485125,Iris-virginica
+76,4.598927484430787,3.408547104579547,1.40008736218562,0.3619988326569316,Iris-setosa
+77,5.688300183379258,3.0,4.247447286812353,1.371050813803386,Iris-versicolor
+78,7.25160206094026,2.893884211155529,6.278646014416069,1.8091020402685434,Iris-virginica
+79,6.691092348481524,3.0,4.972650648596266,1.7141184567641927,Iris-versicolor
+80,4.900427645619969,3.108848364444827,1.5294174058390502,0.1,Iris-setosa
+81,6.433120503590833,2.670996302577904,5.394534529834724,1.8941067504562794,Iris-virginica
+82,6.77973387010244,3.0,5.446508016932291,2.093081522669902,Iris-virginica
+83,6.310991406357814,2.458162540363702,4.810513352107352,1.4758297491446648,Iris-versicolor
+84,5.42862102046899,3.0,4.4689798834482275,1.4619735533214229,Iris-versicolor
+85,6.317255307798533,3.3952223297396995,5.627615831029468,2.3839082381550476,Iris-virginica
+86,6.70916104486326,3.2935908162443033,5.684510373744421,2.10310084916877,Iris-virginica
+87,5.451634458372519,4.199999041681451,1.3833888222285244,0.1970914344236519,Iris-setosa
+88,6.029652335113871,2.200000302618428,5.00508119253728,1.5218454822298908,Iris-virginica
+89,6.011978867985057,2.6903586648418227,5.1074928682347895,1.6086975139225406,Iris-versicolor
+90,6.686494138474371,3.0,4.9752211331709155,1.6939044071854463,Iris-versicolor
+91,6.769226396571082,3.0,5.704188037276763,2.1349237085038864,Iris-virginica
+92,5.444733686372204,3.901174053788357,1.7368158567471004,0.399406130207591,Iris-setosa
+93,6.410618623221866,3.0,5.452128136239069,1.8107679754672257,Iris-virginica
+94,5.004546858902806,3.2256575857465277,1.2000002924906665,0.19998336091000685,Iris-setosa
+95,5.505905468142705,4.199999138305592,1.4049728173694214,0.19691242964416636,Iris-setosa
+96,4.990872716349649,3.278554776462641,1.3905316846040248,0.2050181080890299,Iris-setosa
+97,5.603989691080661,2.4845564972291982,3.941821646889047,1.1517160785249385,Iris-versicolor
+98,5.492552439040437,4.2,1.3964311669905942,0.20256386174465765,Iris-setosa
+99,4.606933430328216,3.138025072103606,1.4070487391090543,0.20252855438138714,Iris-setosa
+100,5.851919312449301,2.790330742261483,5.110102280582787,2.346535390826438,Iris-virginica
+101,5.667209029340753,2.750574312314351,4.1565951685652776,1.3076907835380691,Iris-versicolor
+102,6.339923066101731,2.4568178444811544,4.860046005079865,1.4696653399820094,Iris-versicolor
+103,5.9915559756270005,2.704163864163315,5.07659451378669,1.5887452661899029,Iris-versicolor
+104,5.487564930110334,4.199999219393476,1.4003670327661522,0.19364228981629963,Iris-setosa
+105,6.454553665289666,2.7816680408535848,4.880613749301746,1.4939006511799091,Iris-versicolor
+106,6.801842784556035,3.2035258448489605,5.810915845685658,2.302125368030922,Iris-virginica
+107,4.988437144225523,3.224768126687841,1.2,0.20077104749473706,Iris-setosa
+108,4.905206363229443,3.111838355028048,1.5834225893069687,0.10000011314182831,Iris-setosa
+109,6.786897481048248,3.202026128555013,5.943948971354503,2.3009089824882825,Iris-virginica
+110,6.39058699686119,2.880936454604615,4.256839986985767,1.2776095624410122,Iris-versicolor
+111,5.800977087281009,2.8205035484712138,5.091204765129088,2.403120014743763,Iris-virginica
+112,7.165883102423352,2.92832810884002,6.1788901228156545,1.9021073701994347,Iris-virginica
+113,6.315923004282676,3.3101566338159425,4.747684364232851,1.601827045344148,Iris-versicolor
+114,5.52920370008295,2.4937631977468144,4.1439985344049965,1.086721067116131,Iris-versicolor
+115,5.475914632197444,2.3765369388084774,3.7662284633891376,1.0946075762361138,Iris-versicolor
+116,6.906228785979823,3.0,5.389540328952071,2.201175858271265,Iris-virginica
+117,6.102091893744087,2.599228130839782,5.628438843918906,1.404199760299349,Iris-virginica
+118,5.118059958410115,3.6673223579756757,1.526368037894234,0.4448349372645452,Iris-setosa
+119,4.499540529812133,2.3081570318680864,1.3045589316814525,0.3121104055819308,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.89362526093698,3.0,1.3913856136631608,0.19342505723941755,Iris-setosa
+1,5.4218716495322745,3.0,4.506560548897399,1.5512212738705426,Iris-versicolor
+2,6.797024109936271,3.16937874016414,5.811128368745688,2.291482386656029,Iris-virginica
+3,6.018786715779415,3.0,4.298626109884411,1.4800871465282344,Iris-versicolor
+4,6.678140452027533,3.2706450208541145,5.688910442956129,2.101961689941432,Iris-virginica
+5,6.081478061112022,2.6067400423927554,5.5956472901390955,1.4177592314032543,Iris-virginica
+6,6.677741951377457,3.0,5.008790526724109,1.706285984910523,Iris-versicolor
+7,5.714602497418543,2.343191249347535,4.073917918635651,1.1737517661494967,Iris-versicolor
+8,4.985182417303955,3.4307100247604994,1.4960076814077918,0.4803043292653992,Iris-setosa
+9,5.225418430623718,3.409117724449188,1.4966682647621294,0.20332693015047265,Iris-setosa
+10,5.017128690669233,2.4582969303503566,2.9281328021531894,1.0155828754092777,Iris-versicolor
+11,6.295299438244515,2.6963674071052615,4.890758819257972,1.792017760064783,Iris-virginica
+12,6.008562432178279,2.200000304578724,4.941051293690168,1.5069020960003179,Iris-virginica
+13,5.579727233429319,2.989408912860775,3.8726889603083787,1.2996556437586506,Iris-versicolor
+14,4.918643883845803,2.397200189408853,3.2248412374449695,0.9504134172897654,Iris-versicolor
+15,5.004321209829532,3.301198712421267,1.4017130790816608,0.19927155053026163,Iris-setosa
+16,5.991586593608201,3.0,4.802443448112169,1.7955641470447847,Iris-virginica
+17,5.7581993169093915,2.769917662375942,5.09647200811501,2.3707160753305967,Iris-virginica
+18,5.552878641420033,2.656564813791657,4.1515346344292405,1.2648234766796613,Iris-versicolor
+19,4.4,2.8997610450893982,1.3921837123310592,0.19433854122216682,Iris-setosa
+20,5.590897465369863,2.4817083924004213,3.7475205217379486,1.1040994264227595,Iris-versicolor
+21,5.014070946074757,2.4548761810317155,3.270656759288303,1.071881251962702,Iris-versicolor
+22,5.194234121640986,3.7636604662743096,1.5353313653222487,0.44300272980584565,Iris-setosa
+23,6.391983749559139,2.7111730612740583,5.329126411672724,1.8835055075299911,Iris-virginica
+24,5.468613740476054,3.4845072360830964,1.6330307172478964,0.20176810064078107,Iris-setosa
+25,5.835503000307586,2.9781624755103238,4.0169116544737316,1.4530224683832653,Iris-versicolor
+26,4.4,2.91267303310071,1.3938459575222901,0.19604666899329196,Iris-setosa
+27,6.79163983707425,2.818823203559421,4.78310773688925,1.4013631337333525,Iris-versicolor
+28,4.916113454812432,3.0,1.3966024549996572,0.19135497243948885,Iris-setosa
+29,6.662752997030213,3.259888177329918,5.660075900370379,2.1013458216680005,Iris-virginica
+30,5.998534349519465,3.0,4.900879957131937,1.80718223418503,Iris-virginica
+31,5.086221771895427,3.7779642937286106,1.6225436904006156,0.21653535350484682,Iris-setosa
+32,4.400000481361008,2.9144464557199847,1.395725008340445,0.20066821218243966,Iris-setosa
+33,6.7994883670076725,3.19388087058754,5.828783487054981,2.2787100386984456,Iris-virginica
+34,5.913654964275721,3.0,5.133365312978002,1.7968663947793397,Iris-virginica
+35,5.48532785251362,2.5937282333521456,4.373403942028214,1.1959228561450883,Iris-versicolor
+36,5.9452211458623285,3.0,5.108317283419895,1.7868050338247667,Iris-virginica
+37,4.985292423886218,3.2088534392503503,1.2000002062911532,0.1976222759065987,Iris-setosa
+38,4.8054933752253906,3.02314043843303,1.432242486313596,0.10000009694524267,Iris-setosa
+39,5.085600357821174,2.478801153986241,3.429904614044977,1.1577538644290295,Iris-versicolor
+40,5.186902667617294,2.505169446699482,3.2271156369393057,1.1149250145834528,Iris-versicolor
+41,5.7135262031487875,2.881458721969568,3.9175458989063996,1.3798391308070561,Iris-versicolor
+42,6.5402277485310005,3.0,5.6990543436718974,2.180520611559676,Iris-virginica
+43,6.796370888563256,3.1781006580090545,5.871503482626468,2.2926146258651396,Iris-virginica
+44,7.9,3.712497097442324,6.431919037483519,2.038941116648228,Iris-virginica
+45,6.046864803311858,3.0,4.651386218832337,1.5128080704359284,Iris-versicolor
+46,7.899998455406184,3.778744819350065,6.470966204130494,1.9758005520849629,Iris-virginica
+47,5.0061842765823,3.4067788983633474,1.549360900021292,0.41120093771164884,Iris-setosa
+48,5.482260900527817,2.5057559264399694,4.228931332164598,1.1373806513451215,Iris-versicolor
+49,5.274944238795747,3.3557652429186247,1.5887235844953675,0.4503991854468094,Iris-setosa
+50,6.2799924556626925,2.9026647512945414,5.606155257459329,1.79692803110972,Iris-virginica
+51,5.997375670588962,2.2000002919068207,4.98876445162783,1.4682442412212173,Iris-virginica
+52,4.987041289145211,3.2853294594225333,1.3858096312483177,0.19680897694025568,Iris-setosa
+53,6.295918148350171,2.723642794740448,4.904807414624711,1.793914499565429,Iris-virginica
+54,5.552229685540625,2.5267633237435705,3.9200296349341635,1.1109906343145235,Iris-versicolor
+55,6.718452803511777,3.0,5.017941425135247,1.7094960605132044,Iris-versicolor
+56,5.854092926917788,2.787642487446947,4.536182038811616,1.2860743542125928,Iris-versicolor
+57,6.1170477077054,3.2756970974293043,4.777013400656079,1.7073454029199915,Iris-versicolor
+58,6.013427888797335,2.2,4.9989007576783075,1.5128766257199353,Iris-virginica
+59,5.895949874831853,3.0,5.059008910513711,1.7981491139936465,Iris-virginica
+60,6.818627443040712,3.0,5.484713545418902,2.112980238579112,Iris-virginica
+61,5.423032823020709,2.418439440751599,3.6754471499701653,1.0888605098913606,Iris-versicolor
+62,5.985750663380646,3.0,4.9501225917586,1.799202949788856,Iris-virginica
+63,6.265521713527557,2.7114388042029085,5.163142500849331,1.8324792821130882,Iris-virginica
+64,6.50956303834812,3.177934196415303,5.097654464111454,2.0529175401938984,Iris-virginica
+65,4.9851784408782684,3.2083505124684115,1.20000018518879,0.19201585867418736,Iris-setosa
+66,5.04133203093741,3.3489305868032746,1.4091155960855164,0.20643013506661156,Iris-setosa
+67,6.278949023217898,3.2995420871041916,4.697690236336194,1.561524548868056,Iris-versicolor
+68,6.3163339800363865,2.721928466205844,4.8306315826900486,1.7890004771863433,Iris-virginica
+69,7.256931420331899,2.8992258311391543,6.312343156351077,1.794833025437529,Iris-virginica
+70,5.077672199310131,3.398358549410533,1.498272088003182,0.20735659733316947,Iris-setosa
+71,6.60896003124408,3.323581783142449,5.841323889121392,2.5,Iris-virginica
+72,5.139249209936584,3.7274570550777057,1.7191533985589342,0.19899531695160588,Iris-setosa
+73,5.454397888425083,2.4139044124365414,3.702997829091016,1.0983961671569082,Iris-versicolor
+74,5.554710538300905,2.532022567077225,4.013445714776746,1.1430744809447866,Iris-versicolor
+75,4.908798322403134,3.094088960540827,1.5367563732815244,0.10000009449996371,Iris-setosa
+76,6.768023981184496,3.0036053741464315,5.806337102562051,2.2174236612925537,Iris-virginica
+77,5.500739574570558,3.406999276311983,1.7990614176636728,0.21388057719698636,Iris-setosa
+78,5.828679876125489,2.808121665559283,5.112811443113981,2.3930263066228323,Iris-virginica
+79,5.786891400115246,2.6824669195532493,5.070056184934989,1.8534019651550702,Iris-virginica
+80,4.9233147762853084,2.423012279388844,3.159169738798145,1.0215124127420425,Iris-versicolor
+81,6.73331410665196,2.846909244967836,4.803596718714594,1.4426028770120976,Iris-versicolor
+82,7.9,3.854453022352879,6.380010226736038,2.013906460019239,Iris-virginica
+83,4.982289650740028,3.2806049844983542,1.3988094587158297,0.20060006832895513,Iris-setosa
+84,5.178502717789609,3.601845761383002,1.4048708583288696,0.3818073547437256,Iris-setosa
+85,6.11604783169998,2.8435998851718276,4.670647184177782,1.2213285860376875,Iris-versicolor
+86,6.043087437563067,2.960833395716604,4.5881167775564,1.3956515800306915,Iris-versicolor
+87,5.702180360508347,3.8094434931153183,1.795093179233374,0.3436427210020249,Iris-setosa
+88,5.878424226325414,3.0,5.10493459058264,1.8105176660655349,Iris-virginica
+89,5.660640748412497,3.772686678911391,1.6706906204524703,0.3421636409266965,Iris-setosa
+90,6.107171152578887,3.05668551068454,4.496272592334026,1.4190182723072995,Iris-versicolor
+91,4.613908628073491,3.162221170231652,1.3893270529684638,0.202436545186394,Iris-setosa
+92,5.464711746361901,4.2,1.4021625416033008,0.19572415755823747,Iris-setosa
+93,5.577040098841977,3.0,4.168979821239001,1.2873795438425637,Iris-versicolor
+94,6.879835785502347,3.1969415266178363,5.8617218833836615,2.3067794468475618,Iris-virginica
+95,5.97970842360882,3.2522827584709124,4.821120210277305,1.7919801968076319,Iris-versicolor
+96,6.69100983007729,2.493557041146878,5.762678922281658,1.7990665107567159,Iris-virginica
+97,5.636734587538295,2.7189281538228998,4.297940806184352,1.3155575133905595,Iris-versicolor
+98,4.918765709436959,3.0,1.4041704551335892,0.1905906553066161,Iris-setosa
+99,4.901166401028147,3.1098293512252924,1.4901415391939687,0.10000009939590132,Iris-setosa
+100,5.762942876476605,2.5903195913483343,5.048130844366659,1.9402651259835952,Iris-virginica
+101,4.910181464192077,3.0747211570173976,1.486008254361933,0.1,Iris-setosa
+102,6.180043664367802,2.2,4.4849143306994135,1.4653173536178987,Iris-versicolor
+103,5.168585952931354,3.3385193421797776,1.6316692416718113,0.36591950556682257,Iris-setosa
+104,4.917230492267113,3.102678776210552,1.489971111694679,0.1,Iris-setosa
+105,6.6948636084163615,3.0,4.976854812131342,1.6959442581748108,Iris-versicolor
+106,6.018070439924091,2.8131312329191647,4.6732479364372175,1.1812780275377348,Iris-versicolor
+107,5.520222080312653,3.0,4.448083486322116,1.4728680181802234,Iris-versicolor
+108,6.7801234955286525,2.8088607163102184,4.774425151468095,1.3979098389733087,Iris-versicolor
+109,6.1617546910539955,2.8584043568029345,4.681585482634861,1.2547508705386434,Iris-versicolor
+110,6.316871344331294,2.9354592475682324,5.605000100158406,1.806650118184731,Iris-virginica
+111,5.4625930618224405,2.6248078199408216,4.351657811078955,1.2357032962777126,Iris-versicolor
+112,7.6817232699025135,2.598209179255283,6.9,2.2979895874814407,Iris-virginica
+113,6.28387811015388,3.406043119901437,5.645301025890334,2.403592105598354,Iris-virginica
+114,4.4,2.893742245725629,1.4021799334267995,0.1953639916114211,Iris-setosa
+115,5.550789835589534,3.6131472209358377,1.8224546163045854,0.4160034000262404,Iris-setosa
+116,4.611416220864331,3.197246287728428,1.401501111301958,0.20270218815673066,Iris-setosa
+117,6.890167782841566,3.20644275283646,5.853415044508047,2.2966407836888147,Iris-virginica
+118,5.211006290229363,2.754481806410475,3.9512131268384985,1.4282468939881847,Iris-versicolor
+119,6.254133138985183,2.992145277027669,4.357645538022337,1.4217784929167236,Iris-versicolor

iris/tab_ddpm/4_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/4_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/4_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/4_2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.0751700468993795,2.503001254440107,3.1469969253648267,1.1113860500319146,Iris-versicolor
+1,6.685630128323289,3.0,5.012756225517592,1.6839638842563651,Iris-versicolor
+2,5.568590965852718,3.68396343293312,1.6166840513996656,0.34031703365237836,Iris-setosa
+3,5.153746057696312,3.4979621636540075,1.494189589574316,0.40059259964239824,Iris-setosa
+4,6.916788234068922,3.1383083699747196,5.760111868986518,2.2627366250175642,Iris-virginica
+5,4.990492788068074,3.2064361330769047,1.2000003861353061,0.19962377058602815,Iris-setosa
+6,5.314758128845626,2.5034980636292468,3.276262274177175,1.1103901587792975,Iris-versicolor
+7,6.274198433388853,2.9233389179569724,5.609407062661919,1.8090887948995273,Iris-virginica
+8,5.029234193832664,3.453765269538787,1.557745366453563,0.3886595148284917,Iris-setosa
+9,6.314727965498193,2.9206446518040217,5.6066258364848744,1.7974656711852353,Iris-virginica
+10,6.113774539812809,2.617658184374935,5.608470432347084,1.4194655122319626,Iris-virginica
+11,6.506942820842857,3.0,5.560960615936368,1.8102878561606568,Iris-virginica
+12,6.1775207301217785,3.0,4.6335757576115695,1.3902425179566766,Iris-versicolor
+13,5.943909401153287,3.0,5.086118233693149,1.7902946740261194,Iris-virginica
+14,6.502259381146296,3.0,5.478427447072389,1.8070198828607487,Iris-virginica
+15,4.966007187039932,3.2562976155507855,1.4055133006812228,0.21073774793028546,Iris-setosa
+16,6.268308869598008,2.702895098426109,4.941635876889012,1.801885539573621,Iris-virginica
+17,5.774966072866039,2.79918451940796,5.09341416794273,2.4148468511801675,Iris-virginica
+18,5.490314176631441,4.2,1.4049151082546036,0.2034210177076931,Iris-setosa
+19,5.23942032232619,2.7237468794511592,3.933599213538704,1.4200543925025777,Iris-versicolor
+20,6.028334421348127,3.0,4.755135504136636,1.8017368317259634,Iris-virginica
+21,5.824612569895928,2.8301926395698183,5.1001237941656825,2.409734118009746,Iris-virginica
+22,5.203788662294763,3.7623945142934705,1.5606302639007341,0.44908940983395845,Iris-setosa
+23,4.994515455648908,3.2159355395618405,1.2000001976224277,0.20268124631058732,Iris-setosa
+24,5.4785816924044095,4.199998692720744,1.3969077646183605,0.199228669762037,Iris-setosa
+25,5.816787804391393,2.819114291747446,5.104492996485837,2.3838839029248464,Iris-virginica
+26,4.908281140877853,3.3909132177208723,1.4791044598830234,0.4309348192255895,Iris-setosa
+27,5.408378817340725,3.4021120542079486,1.7185164242926045,0.19964632365008647,Iris-setosa
+28,5.5839294045099335,3.0,4.097480740945343,1.272528550517794,Iris-versicolor
+29,6.61599973057336,3.0,5.755521509898666,2.166584554871322,Iris-virginica
+30,5.683221143234857,3.811300522881802,1.728521182315581,0.29751562084454747,Iris-setosa
+31,5.941196552295706,2.9060247583116228,4.999540719114028,1.6503484035363472,Iris-versicolor
+32,5.4858997641316725,3.45244187592401,1.8010869270505436,0.2213354143619637,Iris-setosa
+33,5.750690203915608,3.0,3.9092168480170737,1.409372844012635,Iris-versicolor
+34,5.0189623653602595,3.3223395831251654,1.4033882566179519,0.2016992679584927,Iris-setosa
+35,5.644660262708768,3.0,4.283656116781293,1.3185852613196762,Iris-versicolor
+36,5.582792070675569,3.730391495124606,1.542826493331659,0.2764395319891386,Iris-setosa
+37,6.690694979923857,3.0,4.980418612334127,1.7088619727597167,Iris-versicolor
+38,5.883364684792659,3.0,4.102582726413832,1.4441210611257815,Iris-versicolor
+39,6.039201015102691,2.8905592121794035,4.684651804170252,1.4407253955837571,Iris-versicolor
+40,6.894119006051444,3.1915737473968466,5.727861411072984,2.292164838628883,Iris-virginica
+41,5.088556677149378,3.300878509617991,1.7462607025898782,0.4374757406124983,Iris-setosa
+42,7.739670388476471,2.5750875065800063,6.9,2.326988717496825,Iris-virginica
+43,5.216771320220534,3.6618805579657234,1.4963051600900306,0.20255980623461156,Iris-setosa
+44,5.212680702161911,3.3744520998230665,1.4994209225044102,0.43495848946484733,Iris-setosa
+45,7.1359568560967475,3.0,6.043237215482481,2.0218828748443305,Iris-virginica
+46,4.589204964476395,3.401483170191068,1.3886904421895325,0.2967569929052149,Iris-setosa
+47,6.25732918564098,2.5290375169881805,4.8984110023445995,1.4914498237844245,Iris-versicolor
+48,4.88935610261065,3.0944958600893724,1.4991792838628992,0.1,Iris-setosa
+49,4.995018943265556,3.176744467074566,1.2,0.20103346188743224,Iris-setosa
+50,6.449672553109071,3.132254854646259,4.781649015657358,1.6397766488854533,Iris-versicolor
+51,5.9882420679510835,2.2,4.974470895718463,1.500178892666956,Iris-virginica
+52,4.964792225836166,2.4430093720264328,3.1481130329630336,1.0569360437616055,Iris-versicolor
+53,5.651790864062551,2.5096503689965783,3.810380076477575,1.0693549347378277,Iris-versicolor
+54,5.48490315193521,4.2,1.4064032782620737,0.20035928606965497,Iris-setosa
+55,5.931897693509141,2.905320595525798,4.440411331461485,1.4624190575463987,Iris-versicolor
+56,5.138771842280859,3.6159593524844156,1.518261007116392,0.30241626577223,Iris-setosa
+57,5.143712834614922,3.7404357915387587,1.560985076352349,0.1982551096904346,Iris-setosa
+58,5.526014467337048,3.0,4.278839868128037,1.289050342385583,Iris-versicolor
+59,6.021438156988088,2.7089901242356516,5.075388634068673,1.602938003599356,Iris-versicolor
+60,6.06961802413132,3.0,4.385116173359649,1.5349417533212544,Iris-versicolor
+61,6.008745192205816,2.9106253899579015,4.593149717421206,1.333599592003749,Iris-versicolor
+62,5.25657249920244,2.716424956925843,3.807305184994455,1.3439138732817002,Iris-versicolor
+63,6.216673643690878,3.0,4.683633924540615,1.48192884662893,Iris-versicolor
+64,5.08820480985492,3.314031503631047,1.6615709538186887,0.5855885924725379,Iris-setosa
+65,5.678966290319993,3.7783083415785472,1.6236104369212847,0.31392316069232645,Iris-setosa
+66,5.553004199617401,2.3859089031349776,3.814325944126901,1.1270040193788045,Iris-versicolor
+67,4.993922288153564,3.2200714061302413,1.200000249207942,0.19718305601086264,Iris-setosa
+68,6.825370457700869,3.2155448076439224,5.648011267922737,2.2957467252563535,Iris-virginica
+69,4.644041974032693,3.4074721889748956,1.4071900157043333,0.42287774983751814,Iris-setosa
+70,6.393860146605468,3.136795823565161,5.07500895327091,1.9564096564803648,Iris-virginica
+71,5.433249816262946,3.872777235256063,1.6260521200822404,0.42202135555886433,Iris-setosa
+72,6.678339495051801,3.279119081357432,5.777700637462022,2.0970898866600365,Iris-virginica
+73,5.7114373050659815,3.1023886892414225,4.696555920061006,1.7428078037554453,Iris-versicolor
+74,6.209082320438462,2.2,4.502700996587078,1.5041072806834506,Iris-versicolor
+75,5.582310481927658,2.5082963354984744,3.9191835102046086,1.0725432507290955,Iris-versicolor
+76,4.85867362465943,3.0,1.395873023131067,0.27163706627011985,Iris-setosa
+77,4.9082944802395785,3.0,1.3977805392327038,0.20145151606211842,Iris-setosa
+78,6.106348610208187,2.6236149659594803,5.602328202815205,1.4083773925361287,Iris-virginica
+79,5.544591118987969,3.0,4.000108468538566,1.3511526453336875,Iris-versicolor
+80,6.46758836426867,3.0,5.490732470044062,1.7956705517317861,Iris-virginica
+81,5.365884898047772,3.0,4.442493582586619,1.481016198931665,Iris-versicolor
+82,5.671301534703318,2.4884095265753103,4.976885970133708,1.9990363643299613,Iris-virginica
+83,5.885094114012645,3.0,4.274583538120392,1.4994491180183198,Iris-versicolor
+84,4.917156069358152,3.0,1.4012941135280388,0.1971370201987555,Iris-setosa
+85,6.087318340123037,2.593659630887778,5.623775948400611,1.4449283546417737,Iris-virginica
+86,5.4615103181518805,2.9007667334557197,3.937125310381638,1.3951038804062028,Iris-versicolor
+87,5.987838098728265,2.724168107499924,5.096461940763798,1.6098180523559775,Iris-versicolor
+88,6.737383453773894,3.2340489952741103,5.80362677477279,2.0940410224618726,Iris-virginica
+89,7.135676862134158,3.0,5.915371108715094,2.099533996083238,Iris-virginica
+90,4.600181161933777,3.2098697694973004,1.406730839062187,0.2024737389319876,Iris-setosa
+91,5.033385813382701,3.398121227233087,1.6169823472190934,0.3645919346363732,Iris-setosa
+92,5.6264308673205266,2.7722466481932497,4.00495552906288,1.314825207931216,Iris-versicolor
+93,6.803923218374317,3.08282788521529,5.0908594436598875,2.2834806529165035,Iris-virginica
+94,5.378625948981587,3.4072890347988167,1.4970383071765618,0.39335386253420035,Iris-setosa
+95,5.183921379185597,3.765854222237892,1.4949053791096123,0.20237564054448953,Iris-setosa
+96,6.395205695525956,2.940924929731353,5.541628095882598,1.79775074401618,Iris-virginica
+97,6.309113046921648,2.8765769297866335,4.389388486422634,1.269920973586661,Iris-versicolor
+98,5.026002643870645,2.434927873462106,3.2216511493153757,1.0788256536979168,Iris-versicolor
+99,5.7832369276497575,2.551204292641802,5.039935941341011,1.9824071353815815,Iris-virginica
+100,5.792075510031387,2.8220828207565587,5.115499299063492,2.402913756989878,Iris-virginica
+101,6.151811340763424,2.6049047326277908,5.633153535991146,1.4049322898565348,Iris-virginica
+102,5.507836767285409,4.199998156478327,1.400506943047988,0.20740230042563437,Iris-setosa
+103,7.351828384282612,2.8863855218702463,6.350389419337729,1.803992626014823,Iris-virginica
+104,6.934274449726429,3.1012216831059156,5.113187316516255,2.2988514335568073,Iris-virginica
+105,6.861200416817454,3.118910894180077,5.090562461376751,2.305013482760627,Iris-virginica
+106,5.39401100970653,3.0,4.516379180077371,1.530323034243217,Iris-versicolor
+107,7.899998721195849,3.8006355309981688,6.390255651943871,2.0257938295846767,Iris-virginica
+108,5.491584501246371,2.996159797747805,4.387471924577498,1.402761508895109,Iris-versicolor
+109,4.919061900619941,2.3923095278107094,3.2806021007067763,1.0700558110631813,Iris-versicolor
+110,5.711716960092032,2.4825635633256358,5.000676609362063,1.9929244586555375,Iris-virginica
+111,4.574288012930732,3.4027508446939385,1.3956533839202354,0.2955457689032145,Iris-setosa
+112,6.677735941667246,3.298421011705972,5.703733511662754,2.1125477098452548,Iris-virginica
+113,5.383038501237137,3.0,4.4934757339394995,1.4988173240566178,Iris-versicolor
+114,6.0677325146745265,3.0,4.567458765682964,1.4754622687010903,Iris-versicolor
+115,5.449089269269495,3.4840714753956576,1.7760396431097014,0.40415573177382536,Iris-setosa
+116,5.809743039254158,2.755603178062539,5.110973211640293,1.8477950054110337,Iris-virginica
+117,6.018744965325143,3.0,4.5071072819245295,1.4025348739238896,Iris-versicolor
+118,6.875837128620539,3.2019484339896653,5.796502284244781,2.3116812522622117,Iris-virginica
+119,6.568174580630598,3.336774616171463,5.649954495956767,2.2215474502309203,Iris-virginica

iris/tab_ddpm/4_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/4_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/4_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/4_2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7889113962657865,6.3937234440585415,2.0131081535884467,Iris-virginica
+1,5.122732200105514,3.3909191597828623,1.4934262289421736,0.19719549297894562,Iris-setosa
+2,5.213832765148888,2.698384230320794,3.957715404874984,1.3739281925718676,Iris-versicolor
+3,6.327243211633905,3.179424093465164,4.673559526609981,1.4778817983711494,Iris-versicolor
+4,5.02077677292814,2.473676929984048,3.092175849190377,1.0860464315294975,Iris-versicolor
+5,4.991525967970565,3.28261279617699,1.385136645668178,0.20196173454091945,Iris-setosa
+6,5.646111041677966,3.8174149659392596,1.6028373270435148,0.29811179355830975,Iris-setosa
+7,5.022224266065991,3.3277685836347057,1.4218590155879924,0.19960404858146122,Iris-setosa
+8,4.999402714371003,3.2089681617407493,1.200000231122711,0.19759627136487307,Iris-setosa
+9,6.54101806137889,3.186018171643657,5.113191079110788,2.0072581602296036,Iris-virginica
+10,7.061346323915144,3.204750176636176,5.797525005536124,2.2998314663063164,Iris-virginica
+11,5.365510689808636,3.393067213461349,1.6874794163355304,0.20857409072477148,Iris-setosa
+12,7.899998385728478,3.7861717381236772,6.367272276640232,1.9955461731953472,Iris-virginica
+13,5.56130992806235,3.0,4.098354535031308,1.3121598365332285,Iris-versicolor
+14,5.540972400274696,2.403855869970686,3.817253903341369,1.1114617118370034,Iris-versicolor
+15,6.502085987595716,3.0,5.79872774887677,2.213457481481469,Iris-virginica
+16,7.323613098588343,2.9116006004315698,6.343223573710385,1.791917982405269,Iris-virginica
+17,6.273934861837948,2.5312885319618035,4.827251736864573,1.496783887314491,Iris-versicolor
+18,6.828987126534599,3.2009525777800945,5.764641766228335,2.288712809385249,Iris-virginica
+19,7.120676132025894,3.0,5.75232064846747,2.2350869523750068,Iris-virginica
+20,5.724541465441062,2.492586641581003,4.990310675651498,1.9972846703980052,Iris-virginica
+21,6.709780054443753,3.306795346308885,5.69807906766035,2.499999530237468,Iris-virginica
+22,6.7053753500901845,3.291236115820029,5.667338736401982,2.4999993957405238,Iris-virginica
+23,5.40995331188609,3.8866973206499984,1.703084937113342,0.39609590049689214,Iris-setosa
+24,4.905339490768372,3.0,1.4013077916852719,0.19679898305114546,Iris-setosa
+25,6.415068926427255,2.914569621496853,4.316022851833597,1.3101648087027842,Iris-versicolor
+26,5.264746800095015,3.3581564858772,1.499450174133668,0.43973687429438646,Iris-setosa
+27,5.250826942819141,3.5693617097010217,1.560779420442345,0.1982892988333646,Iris-setosa
+28,6.281798310209284,3.3946778334347014,5.591919239225617,2.3937749982059713,Iris-virginica
+29,7.350936739070083,2.923682129268187,6.34047972034328,1.8096270758424502,Iris-virginica
+30,6.943940496218116,3.2206459897154445,5.5106945264614255,2.29951802405426,Iris-virginica
+31,6.679486984342273,3.306316478412133,5.751149588636894,2.5,Iris-virginica
+32,5.9402421916198795,3.1904493504351454,4.790335084187655,1.791822327054907,Iris-versicolor
+33,6.302630388076035,2.510229822363107,4.917346375808822,1.5210030409006952,Iris-versicolor
+34,5.776208926490569,3.0,4.113208948153593,1.4159024925821033,Iris-versicolor
+35,5.453420365041289,2.5403467951037735,4.325315785184379,1.1496550795357596,Iris-versicolor
+36,6.588617876078551,3.2106001102469017,5.114525513872638,2.0846455665267114,Iris-virginica
+37,6.343392195219665,3.0,4.679414805038865,1.4274279651942041,Iris-versicolor
+38,4.998449135459388,3.399445411154163,1.6756058447474995,0.4010308399899169,Iris-setosa
+39,5.373779702529053,3.0,4.468615294682753,1.4787715593813597,Iris-versicolor
+40,5.1537968167342765,3.4033587190625414,1.706610692534835,0.20493249713274672,Iris-setosa
+41,5.937968943478796,3.0,5.127551348884788,1.8060458920842877,Iris-virginica
+42,6.326231919450977,3.3891732660770018,5.60648010231624,2.388067432444519,Iris-virginica
+43,4.922152043032447,3.297110910873858,1.4026810657377784,0.19741543218554716,Iris-setosa
+44,6.505593651285074,3.0,5.4822289641573105,1.8045112622857131,Iris-virginica
+45,5.156530179592884,3.763227993997864,1.5111533780297182,0.3741871070839715,Iris-setosa
+46,5.616966360953062,2.7358081670491154,4.457071337530342,1.2352501456011096,Iris-versicolor
+47,4.792452500521644,3.0,1.4009760092779067,0.2790035386630566,Iris-setosa
+48,4.618163202968606,3.2018447020664675,1.403519696957195,0.1999658011344519,Iris-setosa
+49,6.296988354100919,3.295756519167143,4.701588393638567,1.602283102462131,Iris-versicolor
+50,5.744474463931143,2.515591397677849,5.016025343538691,1.9869391385463284,Iris-virginica
+51,4.995393877835596,3.2666795335552257,1.4128212538411928,0.20012406456785753,Iris-setosa
+52,5.282558924733054,3.808798985549614,1.7882555303327243,0.4113843460380022,Iris-setosa
+53,5.005362221687278,3.2015739485010273,1.2,0.2070477693194379,Iris-setosa
+54,6.144334330591229,2.200000271174744,4.478242404463933,1.5169943816200941,Iris-versicolor
+55,5.557328779838978,2.8794474979319133,3.5402448284565016,1.2975645750691063,Iris-versicolor
+56,6.8255690952168075,2.8024236184071434,4.788780412718754,1.4052729464520533,Iris-versicolor
+57,5.651311219407034,2.9247147870914216,3.6799716549453305,1.3450687939400559,Iris-versicolor
+58,4.996046338594807,3.2217209757948324,1.2,0.19735249681499173,Iris-setosa
+59,5.204559614404488,3.864639652862171,1.7222255071352697,0.3915356778770781,Iris-setosa
+60,6.764269377752169,2.9491834565289134,4.939694491396911,1.554917426633291,Iris-versicolor
+61,6.103310292680513,2.863391657081984,4.666921095933065,1.2618836984103903,Iris-versicolor
+62,5.487768824764022,3.42498243521282,1.7678318635065593,0.20062362780522175,Iris-setosa
+63,7.716147389478203,2.605014661737319,6.9,2.3013216125184353,Iris-virginica
+64,4.906503691632291,3.0,1.401593992657049,0.20177299702320897,Iris-setosa
+65,4.800285909878504,3.0,1.4034120940835864,0.10000010715255936,Iris-setosa
+66,4.4,2.902646806729875,1.3958811879528752,0.20186326081408695,Iris-setosa
+67,6.561863350767165,2.848610824699047,4.514540267893772,1.355369427678825,Iris-versicolor
+68,6.8639053173092766,3.162784248234686,5.846420789725702,2.304727013723096,Iris-virginica
+69,5.160980967834903,3.7695344104567994,1.4982852999745186,0.3984212213570637,Iris-setosa
+70,6.421095174997987,2.7074919372880575,5.327785410493252,1.901281618612197,Iris-virginica
+71,6.70215758066796,3.0,5.001066399848284,1.705176525962472,Iris-versicolor
+72,6.657164147733182,2.502171289844969,5.8417303382794215,1.7859194823808968,Iris-virginica
+73,6.420546259730546,2.9033293387689243,4.341882533565219,1.3196688340437235,Iris-versicolor
+74,5.743545635688268,2.6244322407840954,5.052798728927451,1.9632836183498321,Iris-virginica
+75,6.692756017337413,2.5107996183909496,5.855601865109313,1.7993207287400264,Iris-virginica
+76,6.894422524974026,3.2008735130418193,5.6917217175296795,2.300267957316205,Iris-virginica
+77,7.317394070322034,2.9052207282236906,6.290679375805444,1.8138610818347591,Iris-virginica
+78,5.09454489753475,3.434954734859365,1.3907678198685989,0.29843101658029014,Iris-setosa
+79,5.957656101856769,3.0,4.89643797656425,1.7922487480893614,Iris-virginica
+80,6.3023733424772885,2.3089870194265623,4.437779953318456,1.2712982165631161,Iris-versicolor
+81,4.4000007930321985,2.8970746719459863,1.371061459823367,0.1966089217825452,Iris-setosa
+82,5.974810067670106,3.0,4.802874938149953,1.801718683014654,Iris-virginica
+83,5.801604273571413,2.7038958213295374,5.130270865856043,2.050017289066463,Iris-virginica
+84,5.4310320472557665,2.5672329185913387,4.345494820276759,1.1962538975973607,Iris-versicolor
+85,5.398841587996843,2.559015148760216,4.351234348732981,1.1685635705746895,Iris-versicolor
+86,5.259564529266602,3.794240152287588,1.4947113268396872,0.19558823503507478,Iris-setosa
+87,5.901567388424559,3.0,5.051689663848728,1.8105189438819074,Iris-virginica
+88,6.55936282198768,3.1648333143152354,5.146562132320664,2.0021220334865393,Iris-virginica
+89,4.876871491955607,3.0922503499927556,1.5098607172525087,0.10000009269042104,Iris-setosa
+90,5.496322247215765,2.559760681282237,4.274359463915176,1.1849401657206091,Iris-versicolor
+91,6.055136530010157,2.85583263873754,4.614785616813451,1.3459772577648212,Iris-versicolor
+92,5.17099896760298,3.398484103829726,1.5962096235925671,0.1939885423298703,Iris-setosa
+93,4.400000657038867,2.9048042549386928,1.3870564715149143,0.193139478445709,Iris-setosa
+94,5.092532780379471,3.4936165843573788,1.4071994195604887,0.2993235711178134,Iris-setosa
+95,5.1361353295030625,2.5047344659560524,3.088560012172108,1.0940481316843107,Iris-versicolor
+96,6.013599646138258,2.785784852696221,4.6496539321072,1.1713259639474056,Iris-versicolor
+97,4.857140824284095,3.0,1.4331053225684995,0.10000009602867627,Iris-setosa
+98,5.612296903648339,3.0,3.856318471166821,1.2891863429355357,Iris-versicolor
+99,4.742218007312373,3.0,1.3784781579739847,0.1,Iris-setosa
+100,4.889084431322948,3.125473835256289,1.4915715988039668,0.10000010769005534,Iris-setosa
+101,5.989928659731619,2.200000281910461,4.945951965427827,1.4955253135840443,Iris-virginica
+102,5.768700492884803,2.7798684524982704,5.091635082694887,2.38606598378624,Iris-virginica
+103,6.286118517441755,2.9160367433214636,5.594345112073551,1.8089742996987759,Iris-virginica
+104,6.283527995036964,2.9093631964302316,5.589146735159918,1.8022622233158492,Iris-virginica
+105,5.5414829243370995,2.653108672845022,4.428186802819787,1.213992899312182,Iris-versicolor
+106,5.575595051148903,2.9262442608957744,3.775345234650802,1.3008771877764316,Iris-versicolor
+107,5.918999196785605,3.0,5.098371537800243,1.811860156429431,Iris-virginica
+108,5.607218656855858,3.798556981517707,1.7927542920470598,0.35091206112704376,Iris-setosa
+109,6.9276342924640355,3.1932358285225733,5.822409184045994,2.31699122024789,Iris-virginica
+110,4.4,2.922282002844531,1.3880611298688454,0.1990802078932507,Iris-setosa
+111,5.79014591552232,2.664017132489305,5.093013343551135,1.9042832768531632,Iris-virginica
+112,4.881649592470822,3.0179283830798713,1.4716755645912714,0.1,Iris-setosa
+113,5.987366509038375,3.0,4.786257712882706,1.8024297940586484,Iris-virginica
+114,6.693832437244919,2.480975315771955,5.7533347560298616,1.792993319691457,Iris-virginica
+115,6.312886034287116,2.9010962887935743,5.605099883181827,1.8048201380680526,Iris-virginica
+116,5.613141518759686,2.663640948700375,4.477706511001951,1.2270947618237926,Iris-versicolor
+117,4.590736663571629,3.3937887624926626,1.4035936535586844,0.31940536185877894,Iris-setosa
+118,5.9836553752583495,2.2,5.008393313713455,1.5108699252858646,Iris-virginica
+119,5.0939965337350905,3.383114678742991,1.490352805645665,0.1982596067775087,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.043837454958684,3.0,4.868640401833606,1.7991831928004902,Iris-virginica
+1,5.110704592799372,3.5271586196581133,1.386737346942413,0.3385773726447502,Iris-setosa
+2,6.71366212802622,2.4810620584138467,5.794529038824386,1.7933917180235497,Iris-virginica
+3,5.886534959604851,3.0,5.098551193885432,1.7963461416396693,Iris-virginica
+4,7.680689687124563,2.609638059474883,6.9,2.3049277758976765,Iris-virginica
+5,6.418258613800033,3.0,5.541093387132443,1.8089788106842535,Iris-virginica
+6,5.011098099843632,3.3084910043236473,1.4159924114043707,0.20312905305607112,Iris-setosa
+7,6.450653740086252,3.0,5.510753180610698,1.799991425133307,Iris-virginica
+8,7.1425555593163095,3.0,6.069814916989201,2.062381457193278,Iris-virginica
+9,6.4420875556639405,2.7619829957512145,5.495584502071468,1.931892338884048,Iris-virginica
+10,4.904920161331691,3.103861970767455,1.713675013566026,0.10000010012084368,Iris-setosa
+11,6.301883482252992,3.288779134525683,4.658617297272747,1.6050134907062668,Iris-versicolor
+12,4.904332149264512,3.0660546841705414,1.47805004176689,0.10000012302375062,Iris-setosa
+13,6.045870584860883,2.686241729354084,5.094622322472782,1.580022858976777,Iris-versicolor
+14,7.721077527549819,2.591276642295248,6.9,2.3262558869685663,Iris-virginica
+15,5.490891133438002,3.6993598200673135,1.5220911428974764,0.35908797949908144,Iris-setosa
+16,6.096836154202552,3.0,4.621922883546426,1.382850523221866,Iris-versicolor
+17,5.664774133154343,2.5443884668077286,5.015029664073149,2.0026070871108566,Iris-virginica
+18,6.404877926539501,2.887866619532233,4.3435155418355755,1.3047653255334644,Iris-versicolor
+19,6.370150589326521,2.770897779768459,5.404529840487753,1.8469847973808977,Iris-virginica
+20,5.780443820865996,2.7011365625232333,5.102372275359702,1.9036225524122874,Iris-virginica
+21,6.1015243627311175,2.597060510491021,5.620192727020423,1.4253398328829936,Iris-virginica
+22,5.521281407482831,4.199998933867859,1.4062822030236775,0.19992440492550556,Iris-setosa
+23,4.926445098535015,3.052629393681011,1.3975031549409311,0.1961938363388585,Iris-setosa
+24,6.560754303552726,3.0,5.864922460210579,2.210074230707609,Iris-virginica
+25,6.011671882692838,2.200000357192896,4.948081826239282,1.5149259972555629,Iris-virginica
+26,5.804626864591818,2.8134021504392988,5.089692745704925,2.3989819655054103,Iris-virginica
+27,5.551503655098846,2.6351739676568693,4.416729363829618,1.2061266957325083,Iris-versicolor
+28,5.602904639647479,2.6621756759421373,4.276624913154096,1.263412902087423,Iris-versicolor
+29,6.697971229075346,3.3146003187752995,5.719261208481394,2.5,Iris-virginica
+30,6.645858469184352,3.304412376629362,5.649701486927601,2.1408020859481587,Iris-virginica
+31,7.670325046927957,2.6093883945370004,6.8999987010079025,2.2791155735300577,Iris-virginica
+32,5.999605677496761,2.2000003067639993,4.975482811340838,1.514090429614798,Iris-virginica
+33,5.135138788328607,3.6074334526850524,1.4968220028175745,0.19799223323690554,Iris-setosa
+34,6.912646417334253,3.1062363833810647,5.110546908153762,2.301122063081721,Iris-virginica
+35,5.073742627692712,2.494896447339312,2.9417432684153946,1.086284822731167,Iris-versicolor
+36,6.800970972924375,3.0,5.3535422152370105,2.201189597049494,Iris-virginica
+37,5.099301991130616,3.5061791822582506,1.40274538319846,0.2988921947922054,Iris-setosa
+38,6.019309544790474,3.0,5.160133419591449,1.8044366963012337,Iris-virginica
+39,5.498095734942137,4.199998926982952,1.3988048105597692,0.19829926588023344,Iris-setosa
+40,5.532688668761784,2.6633434945803205,4.41707496536512,1.2843838000810206,Iris-versicolor
+41,5.801905444186904,2.7948494757396842,5.115967384834882,2.392003491548425,Iris-virginica
+42,4.990584317618196,3.2750617619798734,1.4006617183397008,0.19696688855012656,Iris-setosa
+43,5.559568909350437,3.0,4.378275542791142,1.4544412275121101,Iris-versicolor
+44,6.873229263903771,3.2033154333938745,5.811114544583719,2.291690519489033,Iris-virginica
+45,5.30473141366087,3.4046104589771455,1.636321460444682,0.20066953876519456,Iris-setosa
+46,5.107172398855193,3.3004696752995892,1.8323774709385254,0.43364457201208806,Iris-setosa
+47,5.431554867916206,3.4071662711277004,1.6732674285985882,0.19966168524777578,Iris-setosa
+48,4.609008245451216,3.397496498745497,1.4060978783847953,0.32601613747613506,Iris-setosa
+49,5.694578998238014,2.7502517147925425,4.3501245604365115,1.2908568377558687,Iris-versicolor
+50,7.704264477287521,2.6061999727289464,6.899998468131249,2.344599203948727,Iris-virginica
+51,6.826523132337147,3.0,5.551687986462064,2.041693106191357,Iris-virginica
+52,5.327929418416948,3.3759477558798627,1.6271482455234598,0.45436534764647646,Iris-setosa
+53,5.639004621055237,2.98965052092333,4.288772249964816,1.3402118327696555,Iris-versicolor
+54,6.214242764797067,2.2,4.554578498687597,1.490814570996342,Iris-versicolor
+55,6.711935509252835,2.5085090211565246,5.831687764497723,1.7982216580236008,Iris-virginica
+56,4.499053976633377,2.308597685317945,1.2952486881075844,0.2987766194309365,Iris-setosa
+57,6.02040951253193,2.84214855859707,4.663504598062436,1.2996046312029768,Iris-versicolor
+58,5.528791708365272,2.611747283297314,4.37338908828012,1.2287230600897565,Iris-versicolor
+59,5.0154106308775175,3.363879933409012,1.7568792159164637,0.36353352069767,Iris-setosa
+60,6.394853537033182,2.894551884782235,4.2976296468915764,1.3011578809887814,Iris-versicolor
+61,7.9,3.8518289715228256,6.447799487162932,2.043992418392902,Iris-virginica
+62,6.307575122551739,3.3093874438486433,4.727999345812731,1.6114597278950389,Iris-versicolor
+63,5.265498527507241,3.4056104197521484,1.4942863462106155,0.39064374309197986,Iris-setosa
+64,7.143790986328617,3.0,5.946838055130269,2.0770324547554364,Iris-virginica
+65,7.725526237941116,2.5449136474428227,6.9,2.315412174154129,Iris-virginica
+66,4.990149295097629,2.4329391582725775,3.1972023670875074,1.0094598640842036,Iris-versicolor
+67,5.089905027675316,3.4472001127808953,1.4011112513680686,0.2963434996210534,Iris-setosa
+68,5.989204041151674,3.0,4.872742554555983,1.7571809521082338,Iris-versicolor
+69,5.961951888385438,2.9123722598285524,4.615462736446238,1.3912561785334403,Iris-versicolor
+70,6.919319172241602,3.113743787868488,5.093500168585331,2.3027874937211994,Iris-virginica
+71,5.759555735947221,2.516327723462281,5.022410189977211,1.9870986812386093,Iris-virginica
+72,5.485795614757404,4.2,1.3993112006269846,0.1993906927749468,Iris-setosa
+73,7.13516228483883,3.0376505032075336,5.967767314210756,2.1878954900728624,Iris-virginica
+74,6.720556955088892,2.4957465887945105,5.742273676307808,1.798308874686797,Iris-virginica
+75,4.906188421430334,2.4030130660465248,3.1880619586448278,1.0170514189519357,Iris-versicolor
+76,5.770632009985028,3.0,4.276977548566405,1.4100725718795042,Iris-versicolor
+77,7.296443595777733,2.8866574429888763,6.273920693464079,1.7963418222340368,Iris-virginica
+78,5.394617720343449,3.0,4.425510026090737,1.4586165696946478,Iris-versicolor
+79,5.621521615887893,2.8423134351595936,3.8851477029935184,1.3026288747540304,Iris-versicolor
+80,6.487891082735058,3.0,5.757066740558502,2.203146472009587,Iris-virginica
+81,6.091596209318718,3.0,4.592499866084109,1.4176042633747794,Iris-versicolor
+82,4.90359968107082,3.103319649160613,1.6338519875710065,0.10000010870711457,Iris-setosa
+83,5.031284306818909,2.475564003998699,2.9058305662114026,1.0765876154824012,Iris-versicolor
+84,5.843914617233097,2.843587968038803,4.5089811659317505,1.364997366912236,Iris-versicolor
+85,5.386800014347118,3.8845235161242027,1.6879440355395074,0.38701453246119344,Iris-setosa
+86,5.316072452392678,3.669602551237751,1.5710631840337923,0.19937275989871128,Iris-setosa
+87,5.812156680650964,2.8171850980416964,5.105425347523293,2.4036933649959105,Iris-virginica
+88,5.961064022358743,3.0,4.318548855391399,1.5282833371906535,Iris-versicolor
+89,5.601990081284495,2.4862604838521065,3.9042375149954704,1.1014982292758608,Iris-versicolor
+90,6.714447353350002,3.3075396662357224,5.719557585394351,2.5,Iris-virginica
+91,5.0440745153842865,3.624446767441582,1.4987268760973227,0.4172213013539895,Iris-setosa
+92,5.68339393087036,3.0,4.243413599677751,1.3507097161465658,Iris-versicolor
+93,5.610814618558346,2.6682059724410756,4.284447830278514,1.2728988696811423,Iris-versicolor
+94,6.315537931547007,3.408717535668472,5.578610581378238,2.4043444306164075,Iris-virginica
+95,6.28906748778214,3.302740319486133,4.663208082304932,1.5875972207670757,Iris-versicolor
+96,6.644500377027255,3.309985454307074,5.714897471880047,2.4999994883836045,Iris-virginica
+97,4.7868104106635965,3.0,1.3947345807063876,0.1,Iris-setosa
+98,5.543285511111644,2.4257576433146113,3.7766369326185627,1.1025444818819838,Iris-versicolor
+99,4.883542059541693,3.0909964601659143,1.5898738080602175,0.1,Iris-setosa
+100,5.109423968526236,3.543409962458131,1.3976732113657055,0.2970997577198282,Iris-setosa
+101,5.740463347895844,2.8260853791159213,4.405406337527904,1.4266030765395208,Iris-versicolor
+102,5.214438100890617,3.769565064303625,1.677554832596845,0.20218996226561886,Iris-setosa
+103,6.1097279745153665,2.6216840936690318,5.600772003156745,1.395680172136985,Iris-virginica
+104,5.560674217388191,4.2,1.4012383843831486,0.20444997787565558,Iris-setosa
+105,5.787670343805119,3.0,3.8565158572472162,1.43300674615363,Iris-versicolor
+106,5.24741235838514,3.842927641913906,1.6604419885239072,0.39478833266925617,Iris-setosa
+107,6.909103144022813,3.1984291256534703,5.9179179968085736,2.259556274398224,Iris-virginica
+108,6.36451362471185,2.9381844861257895,5.605980055739285,1.7997436816280685,Iris-virginica
+109,5.496232244612232,2.5137127125694034,3.9105030676754273,1.1099334913033816,Iris-versicolor
+110,4.917506159901226,3.10573866232094,1.4964187826803477,0.10000010518290933,Iris-setosa
+111,5.093991670757781,3.398573250969429,1.4968310285170858,0.1990290620029279,Iris-setosa
+112,7.064556310699965,3.0,5.899717676368826,2.1150816364627536,Iris-virginica
+113,6.314938486006755,2.298852722999543,4.371216488797145,1.2969604487367947,Iris-versicolor
+114,5.135866024724801,3.786955905496399,1.5252596578556976,0.19889458136314797,Iris-setosa
+115,7.9,3.7831404886574744,6.411686431175213,2.00479210074767,Iris-virginica
+116,6.4798535938894375,3.0,5.7902555375236435,2.208099526799103,Iris-virginica
+117,6.690574719487677,2.490626872528962,5.8208663662873334,1.794890653914917,Iris-virginica
+118,4.609341175823548,3.1989199210853054,1.4007884976055398,0.19897551065867897,Iris-setosa
+119,4.798389597616025,3.0,1.4007404703220547,0.2972135660990779,Iris-setosa

iris/tab_ddpm/4_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/4_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/4_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/4_2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.9928720031358065,2.200000339990945,4.958002373691949,1.5230156922738431,Iris-virginica
+1,4.998969779245631,3.2210401314728396,1.2000002200698978,0.20134516072507902,Iris-setosa
+2,6.534478324366643,3.0,5.510393096567251,1.8013228499978378,Iris-virginica
+3,6.881938225020286,2.7862321659727596,4.799107158729168,1.3875087537951147,Iris-versicolor
+4,6.298959150121584,3.3970107974849095,5.653770850655423,2.386624164932789,Iris-virginica
+5,6.2157664401391335,3.1552118250728793,4.618924304182884,1.4804607852214124,Iris-versicolor
+6,4.904180985010795,3.0,1.4002940599461597,0.197336157185213,Iris-setosa
+7,5.09846862382065,3.381363924115361,1.4877187354349792,0.1962668633293336,Iris-setosa
+8,6.70510274668357,3.2899071736834538,5.686197026106462,2.499999507346827,Iris-virginica
+9,5.832241423575427,2.877915640752836,4.524542193236281,1.4109860855166028,Iris-versicolor
+10,5.5316398188657185,4.199998714711151,1.4048306802680366,0.20406622909388034,Iris-setosa
+11,6.507456336468925,3.0,5.542028709284011,1.7959272210334614,Iris-virginica
+12,5.8954939227953425,3.0,4.081492286197172,1.4951777750853232,Iris-versicolor
+13,5.930451079196992,3.0,5.089845028861655,1.8006881184963344,Iris-virginica
+14,5.954593536546368,3.0,4.884191036472328,1.8043606246393509,Iris-virginica
+15,5.660925614301488,2.7384883279394976,4.283523977996755,1.3239189405231875,Iris-versicolor
+16,6.092688715243754,2.590750151830137,5.617425964732769,1.4176933085712111,Iris-virginica
+17,4.90738523297131,3.105301569704305,1.508000796893377,0.1,Iris-setosa
+18,7.720342811489888,2.6059044453417943,6.9,2.3054759096284685,Iris-virginica
+19,5.034452578181469,3.3720911805872245,1.7127274234229306,0.43889494546607766,Iris-setosa
+20,7.736684488423466,2.5986473214387957,6.9,2.316535641843919,Iris-virginica
+21,6.245599230424388,2.806146237221141,5.22489767961268,1.810975455066698,Iris-virginica
+22,6.0078857845289955,2.200000303472364,4.976999044856484,1.5467947978179428,Iris-virginica
+23,6.291999669079538,3.3841662206458403,5.588285561440186,2.401285436238271,Iris-virginica
+24,5.505511485184083,2.6383437694220495,4.139964447136842,1.229317986651476,Iris-versicolor
+25,5.180251651798304,3.851085124466399,1.702621889845012,0.369479946551523,Iris-setosa
+26,7.306933168180541,2.900711790218331,6.282243719270911,1.8174375697779268,Iris-virginica
+27,5.109749732490204,3.399600367699149,1.6732958893640477,0.2022142093041971,Iris-setosa
+28,5.072493594947703,3.5824201427941214,1.5835053732558033,0.26415442845248266,Iris-setosa
+29,5.411132743701655,3.0,4.502547776507024,1.4866063898735895,Iris-versicolor
+30,4.400000631354034,2.925928712983185,1.390623860308993,0.18731116381867768,Iris-setosa
+31,4.582694664888967,3.3901732608509403,1.3921401884055713,0.2976339350811675,Iris-setosa
+32,5.585842510616875,2.4251440975250094,3.9123304849273244,1.0903567315172258,Iris-versicolor
+33,4.926239071741632,2.4295612500898747,3.2713896851726836,1.0712451264199603,Iris-versicolor
+34,7.700287092106079,2.580255700242397,6.9,2.299308414404529,Iris-virginica
+35,5.668627179623012,3.0,3.8080363684334766,1.3497402192122008,Iris-versicolor
+36,4.918058557124992,2.4067376428058713,3.2868704753893914,1.0015471417393937,Iris-versicolor
+37,7.899987935061452,3.655828976790293,6.290331821237724,2.0234415181690673,Iris-virginica
+38,6.181043767571942,3.0,4.624658137185025,1.3868853774776961,Iris-versicolor
+39,5.442298849239388,3.446541363654306,1.4974571065825335,0.36855362714730955,Iris-setosa
+40,5.6038720474219765,2.926645554014652,3.7931507949358476,1.3449588805638577,Iris-versicolor
+41,5.496335566566733,4.2,1.4022539527874176,0.19557676788911094,Iris-setosa
+42,7.130741450351187,2.99583059983338,5.998660366759062,1.9992606464166105,Iris-virginica
+43,6.113241282663015,3.0,4.633037494736963,1.3608327345300355,Iris-versicolor
+44,5.5849737516182225,2.8565405074146235,3.526833693949743,1.3128547252812028,Iris-versicolor
+45,4.970454105560082,2.437213255014042,3.2854713517105663,1.0966236935114695,Iris-versicolor
+46,5.99443060986015,2.674649855673525,5.109642167679196,1.598308300349239,Iris-versicolor
+47,6.039311390448543,3.2448591644010887,4.777237750738488,1.7945161731603847,Iris-versicolor
+48,6.872460008804852,3.1114732477400424,5.120301907327527,2.292160674071964,Iris-virginica
+49,4.792123810062266,3.0,1.4018957231948157,0.29748093554749006,Iris-setosa
+50,5.690281912770561,2.7532092135020108,4.189106020708335,1.3466424082286679,Iris-versicolor
+51,5.64929799711395,3.791766645923495,1.5750936429255256,0.29244577351807743,Iris-setosa
+52,5.014187035052184,3.496075565128609,1.537446654414357,0.40094982702974674,Iris-setosa
+53,5.84004552255962,2.828054458106727,4.508977740467561,1.3940967165101272,Iris-versicolor
+54,5.1467325452952455,3.3226860838151553,1.6227739297037014,0.4028273884396798,Iris-setosa
+55,6.5433155918607495,3.0,5.842395104522228,2.211341846761106,Iris-virginica
+56,5.430509645165902,3.398423773496992,1.7302496221218957,0.19770527091500464,Iris-setosa
+57,5.491485937837691,2.5753346645857786,4.362321434374753,1.1996674729038048,Iris-versicolor
+58,5.184549677222494,2.694901769469003,3.860623755975523,1.3960380092355371,Iris-versicolor
+59,6.8499947243477015,3.220865687982039,5.849309488560142,2.3151731210507442,Iris-virginica
+60,6.791261500392208,3.1950047396135535,5.8923254120348325,2.2950979918955827,Iris-virginica
+61,5.952478920398369,3.0,4.267724308405679,1.5064780882239257,Iris-versicolor
+62,6.077950996415304,3.178186914786684,4.73356810958031,1.7453388277007011,Iris-versicolor
+63,6.0193125512291115,2.710509850254144,5.096501226284593,1.6026066662881564,Iris-versicolor
+64,5.439301032429138,3.467608061125501,1.711973984328952,0.21149979973106062,Iris-setosa
+65,4.4,2.9235242186114307,1.4040893324549848,0.20093814693874462,Iris-setosa
+66,5.567272477340127,3.0,4.593031048435142,1.5772612614504715,Iris-versicolor
+67,5.604457331173521,2.746938718309814,4.362799545736246,1.357122567779981,Iris-versicolor
+68,5.901320397506438,3.193774344331311,4.823567467154168,1.787611203713951,Iris-versicolor
+69,6.857833772975916,3.2062281439715794,5.708279953007542,2.317238012922709,Iris-virginica
+70,5.115897997047921,3.303012896752086,1.676422600903484,0.44859653320430193,Iris-setosa
+71,6.291151002472731,3.299266259464047,4.67607502705118,1.614507799161103,Iris-versicolor
+72,5.802779251327076,2.7603128051237023,5.090051714514289,2.3779761143507114,Iris-virginica
+73,5.524457348060975,2.7509697178018584,3.6190803067989723,1.3176803423785093,Iris-versicolor
+74,6.819780724413869,3.0,5.349366139794456,2.154700188291984,Iris-virginica
+75,5.809336668124114,2.7158855399572586,5.120214376974607,1.8908769041860105,Iris-virginica
+76,5.057340482069428,2.5046938480318324,3.1741489740288893,1.1119394546524988,Iris-versicolor
+77,6.016483604735765,3.0,4.7654844323507985,1.8019749014360913,Iris-virginica
+78,4.50295613157141,2.303524537378953,1.2951235196602309,0.290759214820211,Iris-setosa
+79,5.779835749901534,2.6284229087748203,5.060690896368534,1.935121066130729,Iris-virginica
+80,4.89090853170679,2.405468913332793,3.2291586504959104,0.9914947225483495,Iris-versicolor
+81,6.670050088186767,3.0,5.003576918614092,1.6914719442912973,Iris-versicolor
+82,4.80268772770758,3.0,1.399359562152886,0.31472506457168425,Iris-setosa
+83,5.551688477477727,2.4192025584404044,3.7908971359624313,1.1187980252466847,Iris-versicolor
+84,4.612639567988812,3.3966460311698663,1.3888002252956624,0.3020568149834991,Iris-setosa
+85,5.9050759081507005,3.0,5.075999808000417,1.805782929185172,Iris-virginica
+86,5.377208452631217,3.0,4.494616444293022,1.5167470186535923,Iris-versicolor
+87,5.223557869503028,2.7064874352388593,4.019630895566939,1.4176925749164726,Iris-versicolor
+88,6.85051200710588,2.786844844640406,4.779700206076043,1.397556727328948,Iris-versicolor
+89,6.693554508702939,3.2917006639703787,5.650276124205837,2.08983031660573,Iris-virginica
+90,5.474121848993015,2.6039456149761913,3.8184689663162015,1.2042271780410112,Iris-versicolor
+91,4.906004277884891,2.3992123023041003,3.4015095324199582,1.0157901770574485,Iris-versicolor
+92,5.0067989260032,3.302412627534065,1.391584912365802,0.20205092438834318,Iris-setosa
+93,5.9847016973435485,2.695518122389997,5.088678741523407,1.5663806347435156,Iris-versicolor
+94,6.813440482654183,2.820796510597258,4.760529261309053,1.397244182560063,Iris-versicolor
+95,6.008220170689041,2.698012902845002,5.080893308800003,1.5926490287151862,Iris-versicolor
+96,6.014634326941153,2.9848229143659557,4.476475062962455,1.5041970561060527,Iris-versicolor
+97,6.095332491637787,2.6093178730452604,5.6288562136524565,1.4089539504010236,Iris-virginica
+98,4.999548727045922,3.2051103278474167,1.2,0.18348113328556392,Iris-setosa
+99,5.260702724008974,2.4846992817389997,3.361154071074066,1.1150263321726899,Iris-versicolor
+100,5.709485861067392,2.836575093492517,4.369446763603864,1.3360103720395105,Iris-versicolor
+101,5.515219552869524,2.4913712425665535,4.026845023669938,1.113849970857365,Iris-versicolor
+102,5.377659216798319,3.0,4.505541673940041,1.5019988893969807,Iris-versicolor
+103,6.790021826504985,2.892326112539912,4.872764761758598,1.47992943786632,Iris-versicolor
+104,6.041165285584295,2.8021114977756914,4.6712884669580745,1.2183122585170274,Iris-versicolor
+105,5.776392084182928,2.8368047626067905,5.101332016045709,2.403672166604138,Iris-virginica
+106,4.400000522840865,2.9277167589994733,1.3966418103274987,0.1943343298873828,Iris-setosa
+107,5.101513681906112,3.742550430454579,1.4989023365509713,0.37658590341461656,Iris-setosa
+108,5.8311888012808435,2.7924024339933964,4.3076472149612615,1.4177739757406775,Iris-versicolor
+109,5.37195116628832,3.39135917492461,1.4984028677092385,0.4264653267008539,Iris-setosa
+110,5.685017748040596,3.811287489779677,1.645285823821741,0.3235891865173517,Iris-setosa
+111,6.730506615447621,3.311576985982502,5.815029961558888,2.5,Iris-virginica
+112,6.033642789836132,2.951023263011548,4.471400828201961,1.492215405597922,Iris-versicolor
+113,4.615443060037278,3.2064183150677046,1.4037556621616045,0.20459132491114804,Iris-setosa
+114,4.496820645977162,2.292149761094018,1.301695620368518,0.3575009325259157,Iris-setosa
+115,4.4,2.879799859903602,1.396751024110866,0.19990151782073318,Iris-setosa
+116,4.990640048847096,3.2856717285356534,1.3941168761934608,0.2023562143583349,Iris-setosa
+117,6.689190481089137,2.5255081727295714,5.706382774910183,1.7924313907862268,Iris-virginica
+118,6.149651960597053,2.711732013421501,5.5664619576970935,1.6151901787279674,Iris-virginica
+119,5.308453155912587,3.5748903197833406,1.5303926831116914,0.20012569444345563,Iris-setosa

iris/tab_ddpm/4_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