a

iris/tab_ddpm/3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.855756415141062,3.252812494616561,5.7181794497741345,2.296950257179983,Iris-virginica
+1,5.90893312169163,2.6033385562792906,5.142064882424448,1.8237634573910793,Iris-virginica
+2,6.306966739271943,2.490953617828346,4.7958966617610725,1.5062714662302863,Iris-versicolor
+3,6.889993355560116,3.182856237224018,5.853012052314353,2.288345012391469,Iris-virginica
+4,5.703737731912627,2.798890622327937,4.521164152625712,1.3006253609997145,Iris-versicolor
+5,6.068845548892716,2.5775503022570208,5.535128233986031,1.3972342872280983,Iris-virginica
+6,5.099517489382564,3.8025700959019417,1.4926295962233918,0.2027244463687486,Iris-setosa
+7,5.811544455144871,2.704382298587307,4.1565194539771735,1.0087477627901942,Iris-versicolor
+8,6.508513703479317,2.9159734819158234,4.320096161394617,1.313485911521802,Iris-versicolor
+9,4.784832377025389,3.0,1.4069892601122227,0.1,Iris-setosa
+10,5.552694819982902,3.0,4.2144305282316905,1.3147412270765588,Iris-versicolor
+11,5.36895312771087,3.753627808694424,1.4970335181802363,0.20563816346117997,Iris-setosa
+12,5.653622311019136,2.656543946042644,4.484295309884115,1.2391416969803748,Iris-versicolor
+13,5.059742915362402,2.46439456287377,3.35527935110402,1.0626332698926084,Iris-versicolor
+14,5.551409370228626,2.3939666797894894,3.650448128313761,0.9680218751936878,Iris-versicolor
+15,6.5032013448545,2.987660800203326,4.36656666312103,1.3570801910869366,Iris-versicolor
+16,5.549994906140336,2.5354954852481155,4.161181503288678,1.161428202317521,Iris-versicolor
+17,5.384821204900471,3.9,1.2773945113797183,0.4510117733131406,Iris-setosa
+18,4.984472699857811,2.4179089701140777,3.471336183763313,1.0129202496076208,Iris-versicolor
+19,7.595561902740291,2.992269275161719,6.581811202783196,2.0754371484653644,Iris-virginica
+20,5.108552422812466,3.488949627287579,1.3779228447457543,0.2992065367695254,Iris-setosa
+21,5.218929454890264,2.678878468141277,3.892248496858964,1.3921459315781246,Iris-versicolor
+22,5.0609568219632575,3.562622339417692,1.4087069935799457,0.2980735287216063,Iris-setosa
+23,5.300085204316729,2.48353410594911,3.5917281798278538,1.0650593637367527,Iris-versicolor
+24,5.444640294838132,3.9,1.2860180212474488,0.4028239853172355,Iris-setosa
+25,5.985408866205753,3.3091280472847076,4.5596299333954,1.563550248991209,Iris-versicolor
+26,5.958840300544331,3.381730950080099,4.459904756028667,1.5380546965142412,Iris-versicolor
+27,6.943719345681007,3.098656042103782,5.133028937008106,2.293192391379117,Iris-virginica
+28,6.215017533676988,3.3899467414276354,5.567048650619416,2.409051592527356,Iris-virginica
+29,5.412968429653701,3.8999991158857203,1.3062923033305716,0.4052196228114706,Iris-setosa
+30,7.280874384466827,2.92104548901065,6.293360462506435,1.8211708276011844,Iris-virginica
+31,5.590222501465507,2.597713255594251,4.365043128232454,1.1792339189859775,Iris-versicolor
+32,5.098892925982842,3.489262286739937,1.384591470126459,0.39324533717443855,Iris-setosa
+33,5.3996889415846265,3.4081568791365293,1.5919746531587755,0.2992174339246513,Iris-setosa
+34,5.159866259231681,2.00000576043944,4.0164818078662305,0.7979744335672415,Iris-versicolor
+35,7.276823342391938,2.905131706145158,6.2439679647402135,1.7846962077073123,Iris-virginica
+36,6.777243385768357,2.7914969203488087,4.711149539718378,1.388368835238106,Iris-versicolor
+37,6.603546290932627,3.0,4.440696678934865,1.3875484291525013,Iris-versicolor
+38,7.9,3.8102448659016135,6.297289623726966,2.0121588740086667,Iris-virginica
+39,5.983358704069625,3.4205448308532707,4.465151790215913,1.627478537750722,Iris-versicolor
+40,5.38688553782589,3.9,1.2336752133585323,0.5341779317907993,Iris-setosa
+41,5.316498815514696,3.3990270071115942,1.4994844879172944,0.3417471978509459,Iris-setosa
+42,6.9150521135762615,3.072304265741982,5.129329230785281,2.2980010940799596,Iris-virginica
+43,6.012493885628287,3.4160953698169214,4.451422108714983,1.5910417062409226,Iris-versicolor
+44,6.206195010568237,3.3100748142788525,4.636440114318748,1.608949555458278,Iris-versicolor
+45,5.701522318065031,2.720070586639464,4.350654362130842,1.128614794629303,Iris-versicolor
+46,6.303750388238528,2.5053504953586656,5.044068614195292,1.902301552669581,Iris-virginica
+47,4.5878353309331645,3.3914115356948926,1.3872969894721665,0.31339207488304616,Iris-setosa
+48,7.9,3.8022974977827135,6.330037801003382,2.0372633791856685,Iris-virginica
+49,6.701854333495289,3.3003544857756633,5.682780520052689,2.09313450284552,Iris-virginica
+50,7.6962117310643166,2.764197987614554,6.7061439624418915,1.9939188816413351,Iris-virginica
+51,4.994987399624797,3.4004920518505894,1.5967121266032673,0.3942168392224582,Iris-setosa
+52,4.40000051227125,3.17255689551655,1.3128788426163291,0.1897958493456603,Iris-setosa
+53,6.630451809976572,3.0424252444784994,5.824776895650039,2.264584899706763,Iris-virginica
+54,7.61360291878023,3.0,6.592894056284276,2.0961830062298565,Iris-virginica
+55,5.246655024294288,2.7324266387968192,4.033647173155277,1.3830269590084834,Iris-versicolor
+56,4.96455164747804,2.0,3.5449978611862756,0.9802921536739175,Iris-versicolor
+57,6.847774559704351,3.2120437962906525,5.814386623131022,2.2902439446325435,Iris-virginica
+58,5.10478742025028,3.7050366787410622,1.4970277023552865,0.42232306306754325,Iris-setosa
+59,5.728355651831492,2.8078239072525664,4.55888240928827,1.3061013115847124,Iris-versicolor
+60,5.212749669257068,2.6722216484870693,3.8351990819979638,1.40475121698688,Iris-versicolor
+61,5.251537640429376,3.744544423427376,1.5394438342762937,0.20359191244134772,Iris-setosa
+62,5.090984167055505,3.413035358164704,1.599276863299825,0.391763999371537,Iris-setosa
+63,7.899998681848109,3.8067173326914325,6.352627253618992,2.0315902352259343,Iris-virginica
+64,5.640665485301037,2.685343160036937,4.437264088249247,1.253624491856388,Iris-versicolor
+65,4.7824633973633635,3.3997358396679,1.4956992606471124,0.19846013739561214,Iris-setosa
+66,5.52398294822201,2.4044121598248918,3.8228040552670155,0.9954164521918716,Iris-versicolor
+67,7.899998986879266,3.813532550398315,6.364410044671011,2.0302364223512908,Iris-virginica
+68,4.400000463178144,2.9024644935070985,1.4028460258725997,0.2018587131858225,Iris-setosa
+69,6.9147040081834215,3.0,5.634360058925368,2.0720476176975087,Iris-virginica
+70,6.803013335831046,3.216548542445588,5.926605011100849,2.3113099184731887,Iris-virginica
+71,6.607078696114836,3.347478864425945,5.652880282127695,2.5,Iris-virginica
+72,5.538887747389944,3.0,4.513078300801967,1.5191704627955736,Iris-versicolor
+73,6.154186156598124,2.5705334534839226,5.576081154927966,1.40025873087371,Iris-virginica
+74,4.589245579753364,3.572462610586325,1.0000005642187078,0.1977446586388856,Iris-setosa
+75,5.073331582864869,3.4909698250837735,1.3995693398641191,0.30487651975746194,Iris-setosa
+76,5.053003816585846,3.571590024052484,1.3978634357875384,0.19879829982435918,Iris-setosa
+77,4.48768201729804,2.2907569255529583,1.295742340519805,0.29937171509959104,Iris-setosa
+78,5.469454951808776,2.568107467347558,4.393859805852223,1.1104181391784869,Iris-versicolor
+79,4.87406337586191,3.1079692741351326,1.4871337707474699,0.10000009724137054,Iris-setosa
+80,4.793912640337013,3.0,1.4063141691120737,0.299321038965149,Iris-setosa
+81,5.967701016573285,3.4158322845611018,4.518490702168021,1.6446989153110227,Iris-versicolor
+82,5.478844345106325,2.585898961390257,4.415849758312238,1.1959527973078423,Iris-versicolor
+83,5.170125117864724,3.428357307226893,1.406754418429594,0.204352520785511,Iris-setosa
+84,6.291005151360458,3.28419855235802,4.675749536138343,1.575906132590443,Iris-versicolor
+85,5.623566796179128,3.0,4.192360476566986,1.3022701589451988,Iris-versicolor
+86,5.05646910920973,2.4528745501452662,3.127783540384925,1.0776564325941633,Iris-versicolor
+87,6.306760830565903,2.499575449330757,4.915531491606805,1.522692993123818,Iris-versicolor
+88,6.684896730103677,3.1093845100322937,4.726362059986758,1.5056612970730876,Iris-versicolor
+89,5.4135055452516765,3.4742815481787894,1.6960672404537769,0.20296093501976564,Iris-setosa
+90,6.167907007342925,3.3407648618990713,4.585275284628834,1.585370699542697,Iris-versicolor
+91,6.3143454378785,3.367785162356451,5.629376661562724,2.3914145898345485,Iris-virginica
+92,6.832401999667408,3.0928452983282857,5.24884999862439,2.271899736025179,Iris-virginica
+93,5.353080352568265,3.4031526270447823,1.5845784381186974,0.21201280574344308,Iris-setosa
+94,6.733627135371269,3.269649609329816,5.767681402919179,2.1782326156413436,Iris-virginica
+95,4.400000684970602,2.92917035139038,1.4013827799916208,0.19932523078740108,Iris-setosa
+96,4.82277505507713,3.0,1.4317769159296476,0.10000009093808157,Iris-setosa
+97,4.805925903832293,3.0,1.4088539423161828,0.1,Iris-setosa
+98,5.8823330740615365,2.8114497260508466,4.536850822055751,1.2714619851335391,Iris-versicolor
+99,6.003908480356862,2.880117736077311,4.492471273281156,1.4860105639662422,Iris-versicolor
+100,5.288493193827012,3.9,1.218033993881381,0.5269470447444224,Iris-setosa
+101,6.28049389449475,2.4835737650699796,5.037743806776672,1.857395481074177,Iris-virginica
+102,5.6345925088042925,3.0,4.245262728123698,1.3408006511913748,Iris-versicolor
+103,4.997364381512081,2.4790122147345257,3.2695799744937264,1.0668841754812872,Iris-versicolor
+104,5.9763335616932505,3.0,4.4914035384966775,1.3915581684128822,Iris-versicolor
+105,7.634504380994397,3.0,6.62505592743695,2.095219340499309,Iris-virginica
+106,5.998567219468775,3.411320641062916,4.487024400055613,1.5884318673214344,Iris-versicolor
+107,6.930022531304747,3.1895597023846594,5.722901515625074,2.2937835114852447,Iris-virginica
+108,6.471330395674525,3.0,5.513565609441209,1.7936685275558717,Iris-virginica
+109,4.4000007395617775,3.1605493880646574,1.3333478147882487,0.20005551215945366,Iris-setosa
+110,7.899998511946219,3.7952416623233454,6.364333911200061,2.0068553622815775,Iris-virginica
+111,6.1090168218089955,2.805821936025288,4.700524737236313,1.1932102822783242,Iris-versicolor
+112,6.229285729828923,3.3281251489338475,4.735509497738558,1.6443244670382633,Iris-versicolor
+113,4.907032766727968,3.1224873265855995,1.6486586605400433,0.1,Iris-setosa
+114,6.280775065722809,3.283182946083709,4.720569879367543,1.5928467367253076,Iris-versicolor
+115,5.4151001447745974,3.381229851366424,1.7364540874248178,0.1987736707317565,Iris-setosa
+116,5.205818201922734,2.7134460288612208,3.975406329865247,1.4101169447006427,Iris-versicolor
+117,6.307609428224863,2.50768418288595,4.891005556216398,1.5200391315094355,Iris-versicolor
+118,6.488322693167804,3.0,5.853001998987256,2.1832246221271507,Iris-virginica
+119,5.076983683401287,3.5092646341620393,1.3572070405448695,0.2941933090057808,Iris-setosa

iris/tab_ddpm/3/0/test.csv

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

iris/tab_ddpm/3/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/0/val.csv

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

iris/tab_ddpm/3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.117390105554046,3.473240703826632,1.4043479252034474,0.20147346064367314,Iris-setosa
+1,5.015416296299987,3.398379202749297,1.6352969974099374,0.42515837737215306,Iris-setosa
+2,5.6651783995412375,3.7993486425874092,1.6168532899494,0.3609650023581421,Iris-setosa
+3,5.348277484688804,3.899999546048669,1.2652261912990161,0.4428293564455403,Iris-setosa
+4,5.773139154768618,2.8166780356767673,4.262353260742406,1.1787778017165291,Iris-versicolor
+5,4.991232768384037,3.382358543837867,1.4760661380885818,0.37146707858140826,Iris-setosa
+6,5.533384436787142,2.6111617322325396,4.426669856142816,1.2727120226122115,Iris-versicolor
+7,5.811609576430784,2.6792968991620163,5.118862492063907,1.898988349068902,Iris-virginica
+8,6.039761309344191,3.4105399170444755,4.48951486536436,1.6222697630803362,Iris-versicolor
+9,4.812813179231822,2.4062853996171856,3.392712648666005,0.8513289397820918,Iris-versicolor
+10,6.587590346608858,3.0903824318791617,4.66365959748947,1.4796587249704383,Iris-versicolor
+11,5.241740910258462,2.76280523253257,3.9056149311400024,1.393215238108725,Iris-versicolor
+12,7.5318299019378125,3.0,6.462694088731202,2.0794934453339113,Iris-virginica
+13,6.298216949913759,3.2867941478614813,4.6811080117899175,1.619959059712675,Iris-versicolor
+14,4.884423299980727,3.0,1.3869290150825246,0.20715473816850732,Iris-setosa
+15,5.390819429018953,3.8999993953366316,1.2566980636064937,0.29322838882905095,Iris-setosa
+16,5.162752128265097,2.50010921165927,3.0138929689064087,1.0918797668321658,Iris-versicolor
+17,5.459662553081392,3.3968306871859544,1.795587215234565,0.2077803177147303,Iris-setosa
+18,6.021904041459587,2.823672363542988,4.712893617892366,1.5187875858630187,Iris-versicolor
+19,6.486026823434193,3.2041661154533747,5.19356016327801,2.00117838248041,Iris-virginica
+20,7.899998935098308,3.8191406961082532,6.372467361584295,2.016556272686022,Iris-virginica
+21,6.688722801206639,3.283589756853752,5.658824254835229,2.5,Iris-virginica
+22,7.724843822015749,2.5542752422199353,6.899998550555411,2.3378695837803436,Iris-virginica
+23,7.315280037598209,2.8981057120452283,6.29146295745704,1.809893361003902,Iris-virginica
+24,6.803970634569968,3.1610199917793893,5.793553103332764,2.2744418626620058,Iris-virginica
+25,4.963469120494337,3.3577638276755555,1.496558767367451,0.29954277971291027,Iris-setosa
+26,5.046844526968385,3.5507809247451214,1.4029449541556507,0.20634263147809664,Iris-setosa
+27,6.882712165074596,3.1946250716089244,5.8439611353347285,2.303328332848478,Iris-virginica
+28,6.6321119619562,3.3499001121471856,5.70622084530717,2.5,Iris-virginica
+29,5.557558262020459,3.0,4.4732088711151246,1.5278728087676756,Iris-versicolor
+30,6.0980535887435,2.7887878702711437,4.650880966344249,1.1619117004937605,Iris-versicolor
+31,5.88544176584346,2.7743508237164987,4.400707402228246,1.1549319492930978,Iris-versicolor
+32,6.713915385051251,2.5106059786443904,5.7703759291105685,1.7825246353145936,Iris-virginica
+33,7.52815949958745,3.0,6.528796773354592,2.0930449350836966,Iris-virginica
+34,6.803800433597742,3.2235759795903505,5.826398513356229,2.2808977239379695,Iris-virginica
+35,5.537486691553487,3.770506898818741,1.6214840191866344,0.2987976351253674,Iris-setosa
+36,5.984989743713245,2.572894982517185,4.952252390679139,1.8779191972239664,Iris-virginica
+37,6.663503558247422,3.096721541119117,4.576046307070162,1.51568744730608,Iris-versicolor
+38,6.062088234196178,3.240120382031724,4.589797217283038,1.515978135996479,Iris-versicolor
+39,4.572527060125283,3.6139501148516375,1.0,0.1964587566542355,Iris-setosa
+40,5.099982827926442,3.504688706463327,1.3792247501135926,0.19308448393411853,Iris-setosa
+41,4.8249202950957635,3.0013177276117227,1.4554473435452966,0.10000013162096452,Iris-setosa
+42,5.965788981846127,2.7434804802299118,4.930405413088023,1.537781304353621,Iris-versicolor
+43,6.444422574740441,2.858379797878203,4.3412923267076335,1.3127781592132055,Iris-versicolor
+44,5.7968084493075365,2.856101465113841,4.2274172763107885,1.1725921851604613,Iris-versicolor
+45,5.752144731244259,3.802748907268644,1.8153061144024019,0.30374369203030227,Iris-setosa
+46,6.337016712749314,3.381099085488902,5.605169955417666,2.4012594808658267,Iris-virginica
+47,6.278994423140544,2.2341986943871235,4.56153930827234,1.4802347751048837,Iris-versicolor
+48,5.9618953805896915,3.4117920982227083,4.497033129611906,1.6049628961061344,Iris-versicolor
+49,5.219969087445303,3.7334373789008217,1.4937620033913412,0.20128685094027063,Iris-setosa
+50,5.974790793126523,3.3853575135283234,4.540372400506058,1.6270081921647428,Iris-versicolor
+51,4.89575165996902,3.0,1.4005097944867262,0.19990191695732135,Iris-setosa
+52,5.694261125446438,2.8288008350059997,4.26901128598464,1.2772471508245071,Iris-versicolor
+53,6.558766348907333,2.539120088664988,5.666435176039469,1.7740724947212578,Iris-virginica
+54,6.050519554235821,2.9128149104730228,5.2650993678708415,1.9122988282399624,Iris-virginica
+55,5.345054789596039,3.9,1.232032356458125,0.48513576911203093,Iris-setosa
+56,6.687555114797259,3.2941086280205782,5.701957356893158,2.1449473588038215,Iris-virginica
+57,5.689301467412445,2.9098575488250344,4.2717726660331286,1.2897884017569592,Iris-versicolor
+58,6.473593132982114,3.0,5.772561754145247,2.1746404846505034,Iris-virginica
+59,5.379413232540026,3.4029249902225476,1.572908077108701,0.20529035186212602,Iris-setosa
+60,5.961868408627863,3.0,4.463312481118425,1.3552434481993492,Iris-versicolor
+61,6.689601249880892,3.2975118878177523,5.665899687199914,2.5,Iris-virginica
+62,5.124669106266101,3.7973796976861194,1.6618036203557558,0.20099206296293112,Iris-setosa
+63,4.985524786976563,3.391889362292369,1.8289840801443973,0.4193678926094343,Iris-setosa
+64,5.324868484370539,3.9,1.268270021176169,0.3940953259366456,Iris-setosa
+65,5.563717679937255,3.0,4.51712598904145,1.4959318664407375,Iris-versicolor
+66,5.434284467162575,2.445467274379189,3.903827717963055,1.0417435200928233,Iris-versicolor
+67,4.831014162109988,2.3479694429704536,3.321211956393361,0.9611330605160959,Iris-versicolor
+68,5.174411579413429,2.458452233241228,3.2613685623322883,1.0103008309706936,Iris-versicolor
+69,4.894616822654258,3.0,1.402463820709346,0.20223572525180064,Iris-setosa
+70,5.397499416791138,3.384384217156915,1.8890338869746626,0.20197921244525777,Iris-setosa
+71,5.582327467657034,2.5018574413099626,3.998718877030044,1.1269592264248356,Iris-versicolor
+72,5.031413040606348,3.391694473540654,1.5446746457699618,0.4331760103882561,Iris-setosa
+73,5.61195865078855,3.0,4.513300893925665,1.5048144062884579,Iris-versicolor
+74,5.546706490181948,2.4353741546571093,3.7539514730346357,0.9795817408972658,Iris-versicolor
+75,5.541330112384239,2.917855297296385,4.132255851382305,1.4460701110298722,Iris-versicolor
+76,5.216801068337545,2.7130250273449734,3.891795196518446,1.4050790681828442,Iris-versicolor
+77,4.4,3.0,1.40540525343985,0.19576546524945632,Iris-setosa
+78,4.884613278581526,2.40859692597378,3.326842002214564,0.9392964215802513,Iris-versicolor
+79,5.81869757643634,2.674477161497409,5.154412292328786,1.915001273794365,Iris-virginica
+80,5.0668708428078935,3.5224246993093296,1.4091631012463897,0.284882825994065,Iris-setosa
+81,5.286457183283389,3.8999994987840534,1.2279828463732154,0.5397612790869346,Iris-setosa
+82,6.082091560484772,2.5667805772445385,5.5566018356722795,1.4097468921476022,Iris-virginica
+83,5.969775538379076,3.3812774721214813,4.483302966702682,1.54797305323559,Iris-versicolor
+84,6.935340707327766,3.0849551998062807,5.132412956179383,2.310909615805612,Iris-virginica
+85,7.899998150871276,3.8125468633875186,6.257472133741354,2.0060481364050875,Iris-virginica
+86,6.752474738006328,3.2769648371240527,5.708384499746585,2.1788504707184924,Iris-virginica
+87,7.704300938863551,2.780596234903307,6.709833975680242,1.988582472624499,Iris-virginica
+88,7.9,3.813769011132783,6.384157396074984,2.001372807046596,Iris-virginica
+89,4.4,2.9155962359700798,1.380779072737821,0.1944702919517199,Iris-setosa
+90,6.022810401294711,2.199642194906273,5.047437702722896,1.4986537319012871,Iris-virginica
+91,6.047346209982833,3.399359577676759,4.513359428376948,1.6239599387653638,Iris-versicolor
+92,6.322701240991526,2.5268627183026986,4.84717264471148,1.483131941549236,Iris-versicolor
+93,6.438525427048571,2.886187995903039,4.294100147309991,1.303786866208743,Iris-versicolor
+94,7.265068424450314,2.895760264031588,6.2414019450564355,1.8119422231317506,Iris-virginica
+95,5.573823184836219,3.0,4.462249728789226,1.4918286029609675,Iris-versicolor
+96,5.089933048802246,3.5072846666478674,1.3963529850181744,0.19652942477933766,Iris-setosa
+97,6.869428103353419,3.1296180023176237,5.181269811456331,2.3157444469756894,Iris-virginica
+98,6.79602111468126,3.0,5.500919766494223,2.109957104078964,Iris-virginica
+99,7.3962749261900935,2.8690072497913945,6.38972321021925,1.8318782350565306,Iris-virginica
+100,7.739810996665577,2.5826747699513963,6.9,2.3103384595911147,Iris-virginica
+101,5.976199022818216,3.403231498665376,4.53332084595938,1.5950818443299815,Iris-versicolor
+102,5.577547320135718,3.0,4.468674909109145,1.4915527508117805,Iris-versicolor
+103,6.8460407512471875,3.1317640211083075,5.0811878986563475,2.288495334689899,Iris-virginica
+104,6.506937153727355,2.9371619123295982,4.29814853023586,1.3291547339708187,Iris-versicolor
+105,6.013068867703141,3.3978242393138,4.489792325088498,1.5880427032313298,Iris-versicolor
+106,5.680385638302696,2.880021128461908,4.295783187699759,1.2728424463107295,Iris-versicolor
+107,5.645059116429277,2.988034089690077,4.157183168371978,1.3079352160749487,Iris-versicolor
+108,6.722301993681825,3.289136340312388,5.691171779800922,2.1290599109075035,Iris-virginica
+109,5.747281968065205,2.725611063868685,4.311601507849888,1.0658740430400417,Iris-versicolor
+110,5.994462632475728,2.2034128504324837,5.042837772319351,1.4927671265015048,Iris-virginica
+111,6.874260291866471,3.2092529992017513,5.760653617233991,2.304815451642139,Iris-virginica
+112,6.267807137396929,2.490620876724246,5.009291588733902,1.8592282412823962,Iris-virginica
+113,4.745296361570897,3.0,1.344161850006879,0.1,Iris-setosa
+114,5.335937817214865,3.899999360427931,1.231036930478351,0.5290307649640155,Iris-setosa
+115,4.8788678718507725,3.1081103372053973,1.6280920231717602,0.1,Iris-setosa
+116,6.794788299714644,3.0,5.52020561964595,2.0852956791630515,Iris-virginica
+117,6.325950070957376,2.3278565737477512,4.391267381461966,1.2675962250272583,Iris-versicolor
+118,5.7784672951843294,3.800310612063067,1.494384676962159,0.35288456706608334,Iris-setosa
+119,6.233040979644841,3.3233156628557663,4.639112911909949,1.5757995102667777,Iris-versicolor

iris/tab_ddpm/3/1/test.csv

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

iris/tab_ddpm/3/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/1/val.csv

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

iris/tab_ddpm/3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.514797407183086,2.577630553469862,4.33726071297725,1.2078928035743977,Iris-versicolor
+1,6.027300482092855,2.7013961939431876,5.210277902248195,1.6181898014667695,Iris-versicolor
+2,5.8744780290096905,2.8624715115303236,5.1220616130969985,1.886162761545785,Iris-virginica
+3,5.987709203567597,3.4070926184024812,4.4605107483479145,1.5959618950732233,Iris-versicolor
+4,6.679073020783001,3.3057238233832003,5.711414731571885,2.5,Iris-virginica
+5,5.741040967616224,2.9137963834968112,4.245765849290192,1.291841768400588,Iris-versicolor
+6,4.875201914664431,2.417439739232429,3.21187193091735,0.8589751582955201,Iris-versicolor
+7,6.116507155987195,3.0,4.5451476683123735,1.3971841020858635,Iris-versicolor
+8,6.766610215290748,2.8264397545027955,4.627558600950343,1.395346446788604,Iris-versicolor
+9,7.647286523902419,2.5712402732077946,6.899998364917185,2.2902497039090446,Iris-virginica
+10,6.280873883011379,2.2084276959701072,4.567222919217988,1.465800010436366,Iris-versicolor
+11,6.209118485913048,3.3313865600874015,4.577139835725546,1.6562237331321805,Iris-versicolor
+12,5.125873292576356,3.474378281979461,1.405880082076277,0.30122720054566615,Iris-setosa
+13,7.73010702506338,2.5810565186862657,6.9,2.3176553776038538,Iris-virginica
+14,5.0695050860427395,3.727730547052818,1.4804168487598677,0.33044775776093827,Iris-setosa
+15,5.579446102685209,2.458965865288258,4.012235931252874,1.1098961730591164,Iris-versicolor
+16,5.105950388755531,3.7921383464428393,1.555357029108709,0.20316998353973778,Iris-setosa
+17,7.589533697686334,3.0,6.614735790755344,2.090766771974666,Iris-virginica
+18,5.904672890501245,3.0887634406786977,4.295891743662823,1.5203405881225136,Iris-versicolor
+19,5.942252829300895,3.4137048747325736,4.464041951571571,1.5964013717283638,Iris-versicolor
+20,5.137814467524074,3.706203620393767,1.4949155221826154,0.2805534156080647,Iris-setosa
+21,5.3894405301902175,3.8999996084403046,1.2869852751794593,0.4005183261453743,Iris-setosa
+22,6.177235333501513,3.1199428093415973,4.64731319040935,1.4940569266312322,Iris-versicolor
+23,5.8279056351054725,3.0,4.300666163610941,1.4857622289539758,Iris-versicolor
+24,6.803871735720076,3.1512528617489655,5.131900754043285,2.261510275840584,Iris-virginica
+25,7.899998202300203,3.7915942921865757,6.308928337226451,2.0439296905988655,Iris-virginica
+26,5.132644048533272,3.4932699404477554,1.4003467966860477,0.2988598281848714,Iris-setosa
+27,7.9,3.793531706615276,6.327409539885197,1.9617629819873654,Iris-virginica
+28,5.3032430623735145,3.4207494552013857,1.4871903459360023,0.4745866578133882,Iris-setosa
+29,6.683069558233343,2.4827065601378426,5.761857912177222,1.7805468681474608,Iris-virginica
+30,4.852481340953638,3.0,1.4003951742446872,0.2030667763053819,Iris-setosa
+31,6.68820519001037,3.1250243787079146,4.694055393377951,1.507414314131736,Iris-versicolor
+32,6.287942043767189,2.501149501789821,5.025249960802632,1.847426445561587,Iris-virginica
+33,6.684053565665843,3.28808309717317,5.6806484026539845,2.5,Iris-virginica
+34,5.108167532260933,3.808997527044382,1.568112915514761,0.20655801699515394,Iris-setosa
+35,6.3110325026897565,3.4030695864367573,5.612652987760709,2.4057166583782097,Iris-virginica
+36,5.960975955177245,3.4158724201178035,4.508581768893727,1.6460562631717182,Iris-versicolor
+37,5.106206274952223,3.68961161231035,1.6435592782451023,0.4087839953784005,Iris-setosa
+38,5.14025723227259,3.481213415975391,1.40089314944534,0.2021074421052853,Iris-setosa
+39,6.213162631176577,2.531548607134125,4.847966175695278,1.4941515347624057,Iris-versicolor
+40,5.784984963679695,2.7909205069071596,4.509523111072635,1.2331355102453536,Iris-versicolor
+41,6.685325323801844,3.288131970831872,5.692163583340992,2.0998703710101783,Iris-virginica
+42,6.536798143014482,2.968439716890586,4.329503577323746,1.361780306758426,Iris-versicolor
+43,5.805335224631148,2.858729656384525,5.052318365235336,1.8864261874678028,Iris-virginica
+44,5.051029525427575,3.5587668246437696,1.4069908781792535,0.19422828758335464,Iris-setosa
+45,4.986442370876016,2.0000020381087626,3.4652886457460044,1.0004697874839446,Iris-versicolor
+46,5.365634477555142,3.8999996212162817,1.2649181998252885,0.5850712820661612,Iris-setosa
+47,4.60334517528955,3.637230500433343,1.000000487625357,0.19984766923062208,Iris-setosa
+48,5.817813904446896,2.6746060348570486,4.164582969322032,0.9262028193962353,Iris-versicolor
+49,6.5276424201223335,3.200330294835971,5.081164207625082,2.0295582751488532,Iris-virginica
+50,6.636942162390496,3.307772067868802,5.709991291911931,2.5,Iris-virginica
+51,6.359530670233841,2.3976598555942346,4.761056246258884,1.5122519635439335,Iris-versicolor
+52,5.207246585168126,2.718442450760978,3.8798881577442916,1.3931565240122623,Iris-versicolor
+53,6.2336139755032205,2.6192013758215777,4.732417942372345,1.497681613886883,Iris-versicolor
+54,5.706857924495521,2.7975599314734074,4.558301620134489,1.2841883189567112,Iris-versicolor
+55,6.066815809995277,2.2344472212090096,5.037370699480996,1.518787631737915,Iris-virginica
+56,6.169300018140981,3.319675503091963,4.62715187783294,1.5932109107493195,Iris-versicolor
+57,6.037347700175033,3.385664636388167,4.5099626160105375,1.580554820222711,Iris-versicolor
+58,6.431048876988486,2.9809764660938063,5.738592058384706,2.0402082004979705,Iris-virginica
+59,6.810637659681454,3.0630494694437504,5.233941917964938,2.2360993442044497,Iris-virginica
+60,6.2109037334071315,2.2496853155726044,4.5486718190713935,1.5020896742515342,Iris-versicolor
+61,6.299074562606549,2.4519364571702837,5.098998302904456,1.8584639921901833,Iris-virginica
+62,6.595184854826176,3.3276412384320007,5.698079211101321,2.5,Iris-virginica
+63,6.650492661374583,3.328857892553434,5.642058264508907,2.4999996351603118,Iris-virginica
+64,5.846286585609636,3.1573706460886735,4.5545889577601555,1.5213062507160489,Iris-versicolor
+65,5.288671699751002,2.5290473284667634,3.5458871444147486,1.2151987479805877,Iris-versicolor
+66,5.132658882591796,3.821563768314632,1.6028583109014274,0.19890361425268843,Iris-setosa
+67,6.298689482886808,2.509081052413113,4.90610970557775,1.4973751693380166,Iris-versicolor
+68,5.693180420569625,2.8093060642345886,4.525108715647408,1.306078732425671,Iris-versicolor
+69,6.903652864105529,3.0,5.625546449697026,2.089851595172574,Iris-virginica
+70,7.676185646194142,2.8013775913728063,6.6573244378268335,2.0212837904184195,Iris-virginica
+71,6.142345964355327,2.9656236496298605,4.521016563910638,1.343076677225461,Iris-versicolor
+72,6.538282419447345,3.0,5.955356450508,2.176344664294151,Iris-virginica
+73,5.65170797752105,2.8996586913681606,4.225659146279796,1.2877479332625352,Iris-versicolor
+74,5.697731811577149,2.959716775670315,4.267935780390579,1.2683825171798844,Iris-versicolor
+75,4.813559813875167,3.0,1.41281687054779,0.32789819743923465,Iris-setosa
+76,5.160877744703954,3.4747755985929762,1.4010529280017214,0.19914900176359512,Iris-setosa
+77,4.81728060497774,3.0,1.417689210049276,0.2343333628635378,Iris-setosa
+78,6.422270204322445,2.9046383578222925,4.322792011947008,1.304862586504788,Iris-versicolor
+79,4.400000461535669,2.891539816708156,1.3714484544635486,0.19591238113609644,Iris-setosa
+80,5.005254204188015,3.3950374161970194,1.5728001257478326,0.447880425591231,Iris-setosa
+81,5.610662080164562,2.995714195575977,3.9568969248760046,1.2928579412261298,Iris-versicolor
+82,6.020188778337324,2.709567138082039,5.066921356290486,1.584484294977522,Iris-versicolor
+83,4.614375499420477,3.4035916010559295,1.4046910010963238,0.33161123317821184,Iris-setosa
+84,4.844150356708923,3.0,1.3894169412295105,0.26785058550007873,Iris-setosa
+85,5.005007093243514,3.606495704563839,1.3747853470764482,0.19945028554445132,Iris-setosa
+86,6.055844971517479,2.9028385109706005,4.436362676409168,1.5048460158176467,Iris-versicolor
+87,6.303320326762011,3.4083070252320717,5.623222670996935,2.409787935973236,Iris-virginica
+88,6.271196343476737,2.5413890620953925,5.044682667340094,1.8641641755884684,Iris-virginica
+89,5.0972286682534955,3.7075924885597558,1.4870954105220149,0.4772183766523628,Iris-setosa
+90,4.927504430657344,3.4255977108153264,1.4876291697192605,0.3851853626745432,Iris-setosa
+91,6.178864355277164,2.2325778517245314,4.536210776116611,1.4754007483087233,Iris-versicolor
+92,5.992987074364633,2.705901883219751,5.064062086537203,1.6522579550329295,Iris-versicolor
+93,5.200284304622978,2.716931761098634,3.9194340583828877,1.4155632950730852,Iris-versicolor
+94,6.5035579455837,3.0,5.87659574029303,2.1867647262065604,Iris-virginica
+95,7.636552132287772,3.0,6.628046446394441,2.1248841285243807,Iris-virginica
+96,5.3847502193004235,3.8999993915313937,1.2911130440752352,0.4257754622195226,Iris-setosa
+97,7.899998988897387,3.831119459620572,6.384189273251933,2.0579477753518582,Iris-virginica
+98,7.037472171909126,3.0,5.838270844886558,2.0971528903178345,Iris-virginica
+99,5.569538788456668,2.4775406943887157,3.845122037711652,1.0712328415093633,Iris-versicolor
+100,5.189450603798077,3.7342641207686267,1.496722401478484,0.20801542093375677,Iris-setosa
+101,7.5872896549875195,3.0,6.564390035736834,2.1034883085510145,Iris-virginica
+102,5.964982712882518,3.4188655184850183,4.439334396168876,1.595564406623568,Iris-versicolor
+103,6.206804470690622,3.3223082590371713,4.5545862554171155,1.6059662515372402,Iris-versicolor
+104,5.037422409554195,2.484835658796025,3.4607540047593783,1.0807133556140722,Iris-versicolor
+105,6.227592008980735,2.4969710749592116,5.1278082007644,1.9057538685035562,Iris-virginica
+106,4.400000743854663,2.8991537586015657,1.4048306155314065,0.20058342550645344,Iris-setosa
+107,7.669407183883638,3.0,6.644702878271766,2.108476409678168,Iris-virginica
+108,4.570661665763389,3.620573839134108,1.0000003733208414,0.19926640783567073,Iris-setosa
+109,5.597715752230206,2.460837894746153,3.962676124271015,1.079990818790169,Iris-versicolor
+110,7.9,3.8271381389449086,6.451583199626414,2.0138043997717396,Iris-virginica
+111,5.033290841785899,3.544678991973101,1.4035825963538093,0.22746222563078272,Iris-setosa
+112,5.3166549338504,3.707542760949976,1.4950620003194686,0.2047042850290807,Iris-setosa
+113,5.388175435888983,3.3970338513801495,1.7831914824007384,0.21816574280865794,Iris-setosa
+114,6.675094484739344,3.1059157678266343,4.69457035555518,1.5016917187517602,Iris-versicolor
+115,6.497078180738506,3.1910939218414915,5.1493343721233344,2.0002924149169523,Iris-virginica
+116,6.137636123064318,2.7768089799367623,4.736599573272181,1.1740756451106398,Iris-versicolor
+117,6.705271388805629,3.139936639285251,4.717313368547195,1.5201200814261064,Iris-versicolor
+118,5.150755315006332,3.4510990718486356,1.404809233245838,0.1982677459986002,Iris-setosa
+119,4.848111139056721,3.3940933975415706,1.4916903780146444,0.20549248398796693,Iris-setosa

iris/tab_ddpm/3/10/test.csv

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

iris/tab_ddpm/3/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/10/val.csv

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

iris/tab_ddpm/3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.120211512241107,3.489770109326043,1.401312505144039,0.3338036385094167,Iris-setosa
+1,6.2972650094282665,3.388085905898553,5.619308446457923,2.3940504875715467,Iris-virginica
+2,6.419732715480606,2.852796914426685,4.475124795522487,1.3007907827836942,Iris-versicolor
+3,5.679500543803629,2.8582947052221996,4.350648591246125,1.314036537528175,Iris-versicolor
+4,5.068278673737635,2.4662829358393434,2.7994876241795112,1.1199768568029569,Iris-versicolor
+5,4.889408605726107,3.1212175012270817,1.5757620390353935,0.10000010542367527,Iris-setosa
+6,4.852009803058908,3.0443542290619523,1.487674799034346,0.10000009594481576,Iris-setosa
+7,5.202424566826193,3.383916624350206,1.400475442733615,0.19934109814085124,Iris-setosa
+8,5.798604100318487,2.674695637760535,5.112934092409821,1.8685016112252137,Iris-virginica
+9,5.699564163960558,2.900951104258017,4.4490819825854775,1.3179519630780114,Iris-versicolor
+10,6.940742782409842,3.1941268814681436,5.742798035503881,2.3014533135363897,Iris-virginica
+11,6.047245238660297,2.225188517228766,5.006731036404483,1.4907308120911735,Iris-virginica
+12,7.571749669589002,2.8611036976466955,6.561456404684138,1.938522244210267,Iris-virginica
+13,5.082018998786551,2.4736236376953284,3.3648310578475864,1.0672185091188415,Iris-versicolor
+14,4.611047243185159,3.6097883241949615,1.000000423276594,0.20873736012750196,Iris-setosa
+15,5.228472887397675,3.7742669925701944,1.7055468844043213,0.20511398904118602,Iris-setosa
+16,7.899998565694648,3.8072600475872123,6.3401693466973645,2.0277841803890713,Iris-virginica
+17,4.857398911627543,3.0536014832728826,1.4664055404440683,0.1,Iris-setosa
+18,6.2032044977551575,2.513740674376239,5.077210883891573,1.9038862353842465,Iris-virginica
+19,5.922039841444045,3.2582422535546556,4.466863652822452,1.5338340944644748,Iris-versicolor
+20,5.704177196612739,2.9646501028234886,4.204424047611854,1.307421850901683,Iris-versicolor
+21,7.8999990077727675,3.823788901268185,6.305573094307405,2.052276327720434,Iris-virginica
+22,6.663628413061368,3.313976636492335,5.675650549283466,2.499999585556839,Iris-virginica
+23,6.6786556445736025,3.315411767029331,5.715310906674106,2.128781524409059,Iris-virginica
+24,6.788673799866281,3.223176502502288,5.845280526827722,2.303937522178984,Iris-virginica
+25,6.817630241300769,3.2133397372426833,6.005802110952486,2.3130274313088597,Iris-virginica
+26,5.5284621072838345,2.5721763447749435,4.336644072530492,1.2006677886329786,Iris-versicolor
+27,7.58315319247167,3.0,6.569594336303038,2.099114813840662,Iris-virginica
+28,4.793143746827887,3.0,1.4080913328776863,0.10000009362657765,Iris-setosa
+29,6.581178197837408,3.0,4.430760180571065,1.3687089361341636,Iris-versicolor
+30,6.28230600117867,2.3043726950002097,4.42569895376527,1.2781634407645819,Iris-versicolor
+31,5.998884883011344,2.6822010331329853,5.146209749332744,1.619734766647835,Iris-versicolor
+32,5.159980403850044,3.795957581502916,1.4848731523587302,0.21621755372821352,Iris-setosa
+33,5.364653618497692,3.4114194525236554,1.4980617458789927,0.20108956047578294,Iris-setosa
+34,5.283529820240995,3.403208194538186,1.5043872848172524,0.4347420086773837,Iris-setosa
+35,6.698951289282687,3.0248683509177527,5.502853533219707,2.1351787585640274,Iris-virginica
+36,6.063308069949349,2.6128760676847995,5.587891778273097,1.4354844966599087,Iris-virginica
+37,6.1297984590736325,2.8023388825186286,4.690300499711468,1.2463323953145742,Iris-versicolor
+38,4.984922964184076,3.6153534256140825,1.4027064645592358,0.2062453121416267,Iris-setosa
+39,5.2389671761830465,3.695885339187983,1.4996066010125886,0.202186692586949,Iris-setosa
+40,5.17040085394423,2.6971431440618425,3.9413433875545936,1.4044737149550863,Iris-versicolor
+41,6.633443872456405,3.306987626345181,5.66903718263759,2.5,Iris-virginica
+42,5.568285060962906,2.624801939392678,4.426536622526883,1.1906372086799373,Iris-versicolor
+43,5.0006660545113055,3.6110903521826896,1.402599612142287,0.19461634477526957,Iris-setosa
+44,5.113054906679105,3.7907763546902546,1.4996230008912204,0.19819750208240527,Iris-setosa
+45,5.586801728568292,2.446638472818731,4.016006061059445,1.0064966215995756,Iris-versicolor
+46,5.648925482707629,3.8033232461372988,1.492581289273886,0.3039062358390731,Iris-setosa
+47,4.892854902808464,3.0982908580532262,1.499818313003948,0.1,Iris-setosa
+48,4.4,3.207346033514802,1.3094895420053179,0.19603671743292728,Iris-setosa
+49,5.22420266988932,2.435224703684277,3.206159477219659,1.0343110724952211,Iris-versicolor
+50,5.99717853886538,3.3903751667779005,4.516686324353406,1.6154647133757134,Iris-versicolor
+51,5.703686327270991,2.8667150039127893,4.30505129691294,1.3130924419693728,Iris-versicolor
+52,6.88491707729691,3.1009760808217384,5.075777621351103,2.29688065171405,Iris-virginica
+53,5.949454058493293,2.756223195110071,4.5788466661709295,1.1946195681525775,Iris-versicolor
+54,6.627631904789855,3.30812875391785,5.6989925711488505,2.5,Iris-virginica
+55,6.689044837362776,2.481189563422169,5.820434775062864,1.8009277587006243,Iris-virginica
+56,6.093942673037196,3.4033527400641423,4.567864490771811,1.6277863669709567,Iris-versicolor
+57,4.4,3.0,1.3544962092630395,0.17615686347270607,Iris-setosa
+58,5.123601120208242,3.814192524587448,1.7234269729580225,0.19801076385139327,Iris-setosa
+59,6.711188575483735,2.502810691772424,5.795990020590116,1.7854283406183424,Iris-virginica
+60,5.993403193543435,3.4076084826147683,4.459125923753805,1.617709038956223,Iris-versicolor
+61,6.285744369164973,2.334975348436936,4.5387058213319,1.3808565822356413,Iris-versicolor
+62,6.971149523738464,3.064433020118602,5.074807930316534,2.29976404574718,Iris-virginica
+63,5.009318394174105,3.5879623627167856,1.4054789929768352,0.1941413594770769,Iris-setosa
+64,7.362420447738916,3.0,6.208432605459645,2.0812076932453607,Iris-virginica
+65,6.11209738712352,2.811532580331104,4.636005065884258,1.1904711290251204,Iris-versicolor
+66,6.390481812575263,3.2632980216708907,4.7465345412093605,1.5798292646102756,Iris-versicolor
+67,6.503605996716956,3.0,5.784131004681909,2.1829239744912448,Iris-virginica
+68,5.114306523127866,3.5014491586380876,1.4067695575516372,0.3215227884268398,Iris-setosa
+69,7.524720581720709,3.0,6.55103821751059,2.0763971045260834,Iris-virginica
+70,6.971298690814206,3.0,5.714119396706577,2.092733577580879,Iris-virginica
+71,6.293165685543444,2.474231089486284,4.97015463297317,1.82145438979902,Iris-virginica
+72,4.717822939383142,3.032082926171961,1.381171632750608,0.3317762546003821,Iris-setosa
+73,7.899998894817326,3.818616201941908,6.359654055821866,2.0250880330373553,Iris-virginica
+74,6.091155493313877,2.810174163692672,4.720549156740614,1.2213510543497432,Iris-versicolor
+75,6.303506489333011,3.354007824881894,5.593647959360176,2.3942026984723133,Iris-virginica
+76,5.077178632612852,3.533247705773858,1.3740416423456498,0.20781082659606176,Iris-setosa
+77,6.42466702592462,2.8949503585577334,4.305219030624145,1.279897441557428,Iris-versicolor
+78,5.984825324651432,2.679819770312372,5.094393130587956,1.6228360269708584,Iris-versicolor
+79,6.261709063740116,2.494429473680703,5.018090219227484,1.8765786813400542,Iris-virginica
+80,5.414782728166975,3.3843002694756468,1.583514694552828,0.20657592624778448,Iris-setosa
+81,6.294321016227119,3.2835694109366695,4.731515850692857,1.5958162402196747,Iris-versicolor
+82,5.5535737762871635,2.683878390506032,4.428897040530579,1.3011147178839955,Iris-versicolor
+83,6.005136326144047,2.706588776921006,5.067240607796742,1.5692016910543878,Iris-versicolor
+84,6.499109516960199,3.20686631855715,5.115173806822193,2.0154195809570465,Iris-virginica
+85,4.8335627354473365,3.0,1.3876486462434068,0.2711502283750695,Iris-setosa
+86,6.012313398475555,2.2385617535357434,5.001113593023729,1.4984729932892877,Iris-virginica
+87,5.099333262714856,3.767492881561537,1.5554269414340214,0.20923812075444922,Iris-setosa
+88,5.559610607296632,2.4807955831396047,3.845401934076384,1.0382894264347036,Iris-versicolor
+89,5.584242319713906,3.0,4.525296006034821,1.494579762295149,Iris-versicolor
+90,5.3703481744564305,3.9,1.2482867276976557,0.6283313752108668,Iris-setosa
+91,5.657710866735262,2.9530605812803206,4.264330391045853,1.2549527422508935,Iris-versicolor
+92,5.066010650239351,3.8014676788738444,1.7184205471330933,0.20122418110251059,Iris-setosa
+93,5.318082068866399,3.9,1.2522671206140101,0.4549293729588376,Iris-setosa
+94,5.09507956073334,3.5042263070809163,1.3780848468683926,0.28982523521418624,Iris-setosa
+95,6.65745455616927,3.3118229583910566,5.707330094839464,2.4999996078192095,Iris-virginica
+96,4.992445627550949,3.4026236949557993,1.6242698847143742,0.4903697329255863,Iris-setosa
+97,6.8038298019810455,3.0,5.508741607888758,2.096246993206921,Iris-virginica
+98,5.4012309540339025,3.3849706355866993,1.5040248509292375,0.19444164286032517,Iris-setosa
+99,6.4984025498564035,3.0,5.904704449879948,2.230665029719414,Iris-virginica
+100,6.268107183139943,3.3038433816888584,4.6740009657455595,1.575682709685284,Iris-versicolor
+101,5.659608013648684,2.9081397168218865,4.067981075323215,1.2878338446026203,Iris-versicolor
+102,5.1164698088351965,2.6773834501025475,3.903646282706063,1.406822421511645,Iris-versicolor
+103,6.3073845007731,2.5012128427430516,5.059457163028477,1.8699258477868796,Iris-virginica
+104,5.640836849224008,2.5672950541791484,3.9584765207148234,1.1217865118094899,Iris-versicolor
+105,4.991270270716628,3.4020578526202114,1.6337696536778388,0.399968894203986,Iris-setosa
+106,5.903489343500226,3.0,4.234314066678502,1.490878761419827,Iris-versicolor
+107,4.986553788433334,2.000001692788889,3.2361012138334164,0.952366317201276,Iris-versicolor
+108,7.35912513993283,2.8885573298719436,6.370176195808625,1.8331494699972903,Iris-virginica
+109,6.577625114767036,2.831097648378027,4.4059742039167125,1.3279917229338374,Iris-versicolor
+110,7.899998743916016,3.7959752981183774,6.39471304321931,1.9824507278709815,Iris-virginica
+111,6.612087550190006,3.0,4.417692521762152,1.3962677771161602,Iris-versicolor
+112,5.99735280260797,2.9720702259054788,4.478862170511347,1.3570084807892613,Iris-versicolor
+113,7.9,3.796945441790807,6.373946488170117,2.031170360420116,Iris-virginica
+114,4.577168132449623,3.6355172517888916,1.0,0.20196456179984004,Iris-setosa
+115,7.618033512655556,3.0,6.625453610214915,2.1080230261491524,Iris-virginica
+116,5.150381654261426,3.686181625952072,1.4988260871052381,0.43170861314210546,Iris-setosa
+117,6.687056977229066,2.48068149463419,5.802201049015562,1.7692604343831597,Iris-virginica
+118,6.36289177120914,2.509898268257343,5.306327518360897,1.8753533884314926,Iris-virginica
+119,7.9,3.8155026065791544,6.3276879604001754,2.046280865321683,Iris-virginica

iris/tab_ddpm/3/11/test.csv

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

iris/tab_ddpm/3/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/11/val.csv

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

iris/tab_ddpm/3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.803752627923931,6.3485466316573,2.0345714761504734,Iris-virginica
+1,6.1193302950630075,3.0,4.55762811048152,1.3936555946123867,Iris-versicolor
+2,5.284590351741272,3.9,1.2294004867185102,0.5091765874718133,Iris-setosa
+3,5.392737347791899,3.4014041589726727,1.567716668712341,0.41562780840877317,Iris-setosa
+4,7.899998949641107,3.831514412089668,6.284134316500423,2.049640428337535,Iris-virginica
+5,5.787727704740663,2.820163582208058,4.532012836710794,1.26002921073232,Iris-versicolor
+6,5.872384139570926,3.0,4.221714194234281,1.5081170507675443,Iris-versicolor
+7,5.825080790572213,2.717819055953505,4.208929374678388,0.9594610667756454,Iris-versicolor
+8,6.4733726673434555,3.14394631576828,5.153634795506721,1.9843087001662336,Iris-virginica
+9,4.8895781332795,3.0771010909058187,1.4774284880271944,0.1,Iris-setosa
+10,5.152163296953104,3.4374631053049125,1.4023185404603005,0.2020727610745882,Iris-setosa
+11,5.099365441892066,3.4946192058861314,1.396610163209297,0.294254903886603,Iris-setosa
+12,7.9,3.8245591657557014,6.432642888106854,2.0557862789280184,Iris-virginica
+13,6.322269439819151,2.325056539747919,4.436359765176109,1.3287871217437148,Iris-versicolor
+14,5.601403224962465,3.0,4.170771880773367,1.2896552375536199,Iris-versicolor
+15,5.796470926917181,2.6782092332127583,4.1016889668925,0.9096488956590643,Iris-versicolor
+16,6.25449695096725,3.33272983505481,4.698288704577874,1.6019534406631102,Iris-versicolor
+17,5.015507480858581,3.396775170942695,1.6842205782024364,0.4251817132330393,Iris-setosa
+18,5.12097315384467,3.786754550723739,1.5540473428548485,0.19455798625832654,Iris-setosa
+19,5.126908973734318,3.757366945846032,1.5238765310598041,0.26452801732805586,Iris-setosa
+20,7.04717439581114,3.0,5.965464177064277,2.135356757429451,Iris-virginica
+21,6.0742543246377965,3.0,4.575458525381004,1.4006637065579135,Iris-versicolor
+22,6.259801031554027,2.373904134185383,5.036977838029816,1.8056362491490006,Iris-virginica
+23,4.815294909840609,3.0,1.400946336693863,0.1,Iris-setosa
+24,5.563848919728899,3.0,4.472928956037787,1.4665196064167054,Iris-versicolor
+25,4.845789367677214,3.02193929663541,1.4326545847413026,0.1000001352915073,Iris-setosa
+26,4.564076725967501,3.4044947947398096,1.3838729328742738,0.29483152191826745,Iris-setosa
+27,6.046175660963679,3.0,4.570381513962519,1.381568612920808,Iris-versicolor
+28,4.400000531940125,3.2093134567325707,1.3000342112252172,0.19618801826127316,Iris-setosa
+29,5.712231650696674,2.769862851915464,4.477744132193788,1.277540074286445,Iris-versicolor
+30,5.851650593951947,2.7287785778115956,5.03825549427994,1.9185871431767114,Iris-virginica
+31,6.649404516839248,2.4938930868005897,5.79999902310622,1.7902745292294093,Iris-virginica
+32,5.589950556937076,3.0,4.147082491890825,1.3026368582891357,Iris-versicolor
+33,5.015955524390397,3.402094536627678,1.4936750539631538,0.4751204729484999,Iris-setosa
+34,5.447230898733939,3.9,1.2302448989416594,0.46725728905108616,Iris-setosa
+35,5.414784875874167,3.3781481557063335,1.8633783784357758,0.19706317364982084,Iris-setosa
+36,6.667253281257346,3.293777835045178,5.673532155464039,2.0853766480961964,Iris-virginica
+37,6.362903845463066,2.8267785000839085,4.276288838227431,1.2308512890811356,Iris-versicolor
+38,6.638757496666567,3.308384906307938,5.740248320181621,2.5,Iris-virginica
+39,5.107047978339232,3.50467746817603,1.4017838396276505,0.19998022460787762,Iris-setosa
+40,5.960236404976971,2.693476559538951,5.012927376150482,1.6174090631351294,Iris-versicolor
+41,5.102091326938148,3.4948362627730636,1.408640833006478,0.3221740788128135,Iris-setosa
+42,5.6095378708095085,3.0,4.196693492436133,1.305355535313958,Iris-versicolor
+43,5.236864129545182,2.716426478045192,3.893524413280072,1.3671678082813556,Iris-versicolor
+44,6.4159300402549535,2.8933581624602547,4.260189069253544,1.3198993099802314,Iris-versicolor
+45,5.0307180271006695,2.4598120392814047,2.8433201333888682,1.0560991802736144,Iris-versicolor
+46,5.840534133643574,3.0,4.229253056299541,1.4984715639094126,Iris-versicolor
+47,5.676717859439443,2.7769759115323787,4.537922101065907,1.245797284116029,Iris-versicolor
+48,5.920943105290398,2.809102288034958,4.68372205631642,1.224138196622228,Iris-versicolor
+49,5.215112269589663,3.9,1.2119727101815012,0.44581694670345273,Iris-setosa
+50,5.4953807247843285,2.5913837545811056,4.301323322234403,1.138590647992401,Iris-versicolor
+51,5.310450203230913,3.396994245004255,1.4517027776986187,0.21308209280680268,Iris-setosa
+52,7.899997949471862,3.802068980320901,6.36069569572904,2.034586070180859,Iris-virginica
+53,5.309634032786841,3.8999995790749518,1.2709982142194383,0.3930212769772215,Iris-setosa
+54,6.038251872224862,2.5878417397589164,5.605428830695613,1.380209413455007,Iris-virginica
+55,6.724424324705787,3.122496690062833,4.7431516055505325,1.4958637861839856,Iris-versicolor
+56,7.715175444638759,2.569210672981446,6.899998906809255,2.2973076090976123,Iris-virginica
+57,6.502234552881478,2.985679369694577,4.337989358073799,1.3438782660555242,Iris-versicolor
+58,6.295692660072263,3.4088752399604605,5.61299838227469,2.3958460190224606,Iris-virginica
+59,7.70049518256555,2.5506756115554494,6.9,2.2960143999557774,Iris-virginica
+60,4.910429287464044,3.106760681900408,1.4948570563388186,0.1,Iris-setosa
+61,5.247255943515717,2.5290275649570138,3.7242227362828704,1.1208652711481633,Iris-versicolor
+62,6.107578333367138,2.8073414714493916,4.61794148367699,1.18493629121189,Iris-versicolor
+63,5.60574808509282,3.0,4.5230720717538695,1.4967205590981618,Iris-versicolor
+64,5.322722566577446,3.899999523948999,1.2629002987358886,0.463853385782604,Iris-setosa
+65,5.310097666828993,3.6935514394570728,1.498499634098544,0.20444346415213915,Iris-setosa
+66,6.269544069214295,2.4904118003150035,4.875099283120983,1.4904075384142672,Iris-versicolor
+67,5.369011548733488,3.9,1.2232542925087928,0.5270772316693999,Iris-setosa
+68,5.842170453819449,2.754947201865178,4.6370425360642065,1.2515252913900803,Iris-versicolor
+69,6.0459514901627225,3.3914016729518623,4.543881216048726,1.5972042882562563,Iris-versicolor
+70,6.684427173715783,3.1102697565056396,4.698908088385818,1.505401843491952,Iris-versicolor
+71,5.300427597660843,3.9,1.2392455287641622,0.6694631886034155,Iris-setosa
+72,5.726440210744558,3.801179248484357,1.4941358896690158,0.29646548306778786,Iris-setosa
+73,5.6554680513534406,2.974625399690608,4.2151606295845525,1.3060229345710093,Iris-versicolor
+74,5.116386704613215,3.4937556097892224,1.4005521814127844,0.2981380075490223,Iris-setosa
+75,6.012282206923185,2.9427613604496,4.618348991560587,1.330989385283345,Iris-versicolor
+76,5.017079656660914,2.0000035491327264,3.505466918707575,1.025878069456359,Iris-versicolor
+77,6.290374285957227,2.4828526404201665,5.015137277989931,1.8723268147144467,Iris-virginica
+78,6.819353904008211,3.059158727472399,5.236568204439322,2.2244027456867177,Iris-virginica
+79,5.573561948088872,3.0,4.127028540933608,1.2946207103477367,Iris-versicolor
+80,6.784768222137306,2.80303470670755,4.760013546660101,1.3974775980496947,Iris-versicolor
+81,6.313223505168344,2.3137586251071682,4.361120855806093,1.3140614417261736,Iris-versicolor
+82,4.905626335689709,2.3915705034813497,3.3657570106793595,1.0105868123381627,Iris-versicolor
+83,5.658231725399995,2.6945816144941657,4.442100792999385,1.1841231010664544,Iris-versicolor
+84,5.399214574865222,3.397655366333902,1.6879535197758269,0.43955321596547803,Iris-setosa
+85,4.777221616191105,3.0,1.3643482299030867,0.1,Iris-setosa
+86,6.225672926419319,3.341860696803012,4.656743387430553,1.6048854385965838,Iris-versicolor
+87,6.306083274667599,2.3065309202647475,4.365830993699665,1.2705057606164591,Iris-versicolor
+88,5.121361515680445,3.4948067703690127,1.4012239141278444,0.2694311453609883,Iris-setosa
+89,6.7304228242879995,3.183022441781909,5.726512820751298,2.1417743244094543,Iris-virginica
+90,6.556591729887357,3.170151363449875,5.0702820515546065,2.0448646190687048,Iris-virginica
+91,5.977872428907263,3.410033259030683,4.461057193369009,1.6109475065940129,Iris-versicolor
+92,5.686304151734031,2.8024471493397063,4.514929814928619,1.290969524732243,Iris-versicolor
+93,5.176899052615868,2.6943791060056888,3.8496347047662662,1.3990271835532089,Iris-versicolor
+94,7.9,3.8148845243959904,6.4211126061334385,2.0232379391180646,Iris-virginica
+95,6.629607543753309,3.3303986526352563,5.660281953147983,2.4999996379493736,Iris-virginica
+96,6.204447832482236,3.3760324950445098,4.600193039675991,1.6347679260576315,Iris-versicolor
+97,6.326198956370282,3.364926808371826,5.624373379999563,2.3946663215525317,Iris-virginica
+98,4.49031957332366,2.290879115257312,1.3072491404157036,0.32936071038774445,Iris-setosa
+99,5.979304686081906,2.1843711955884744,4.937873256354633,1.4829096302514773,Iris-virginica
+100,7.359061043875335,3.0,6.3702279337094065,2.1481164891119793,Iris-virginica
+101,4.632561022138081,3.388239448207572,1.4035503721083065,0.29666747326672405,Iris-setosa
+102,6.321589704336442,3.340006305867073,5.649174339048885,2.3877030446461287,Iris-virginica
+103,5.155484883460915,3.7841445103128604,1.4982583831415435,0.2053603423086874,Iris-setosa
+104,5.479774744006633,2.6020034140581862,4.392102089000906,1.2091756080399971,Iris-versicolor
+105,5.394726048765566,3.9,1.2393637296083608,0.4464339680821877,Iris-setosa
+106,6.811021950315093,3.0,5.4956114224359265,2.1018583483859987,Iris-virginica
+107,5.742894133926627,3.0,4.470831588930562,1.5218526663772622,Iris-versicolor
+108,7.659354528561463,3.0,6.655500932905605,2.098048590844044,Iris-virginica
+109,6.314570638980809,2.3019681735398208,4.374350780981025,1.2963313194362875,Iris-versicolor
+110,6.595708675607362,3.2862122152667483,5.665800602284236,2.5,Iris-virginica
+111,5.318158899094596,3.7075520316210846,1.493537146782301,0.20711634331947137,Iris-setosa
+112,6.460565668237511,3.0,5.829371265033139,2.2358049607877044,Iris-virginica
+113,4.860313932991279,3.4000317161422293,1.560049965373062,0.20178122778310148,Iris-setosa
+114,4.997794398033866,3.6322817036438506,1.405075086177908,0.19486870643329607,Iris-setosa
+115,5.0951915553471485,3.8079864477440997,1.492075333957585,0.19787234658289338,Iris-setosa
+116,7.701118188837114,2.7844513482660465,6.696543736231976,1.9788642026065202,Iris-virginica
+117,6.666246366167247,2.5042301370305524,5.793917555790521,1.7875329733243397,Iris-virginica
+118,6.124799342806969,2.764369194416285,4.676159163204591,1.1730941660205259,Iris-versicolor
+119,6.2694116134676205,3.350833337308873,4.656820187817093,1.613651301989423,Iris-versicolor

iris/tab_ddpm/3/12/test.csv

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

iris/tab_ddpm/3/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/12/val.csv

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

iris/tab_ddpm/3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.260999047020483,2.4621627946352844,4.955908608112079,1.8816329025696377,Iris-virginica
+1,5.8135064165869705,3.0,4.261960260090996,1.4653159264975026,Iris-versicolor
+2,4.895787515118315,3.040588269554072,1.4779129510941578,0.1,Iris-setosa
+3,6.247853339526916,2.809175784808219,5.567918720234568,1.766550501751215,Iris-virginica
+4,6.023691724654696,2.2025060986706393,5.075347769501452,1.5474347761739384,Iris-virginica
+5,6.307318496562174,2.497127253693264,4.858533201803244,1.4961551585853305,Iris-versicolor
+6,5.585687930410746,3.0,4.126398189630094,1.3026440252740499,Iris-versicolor
+7,5.178203810616346,3.5060174131478727,1.4115479002815643,0.2976890034823594,Iris-setosa
+8,4.8010614672077665,3.0,1.3812731381109036,0.29171662752612526,Iris-setosa
+9,6.1547724897099645,2.3080240867655797,5.068924954324002,1.6215278178808514,Iris-virginica
+10,7.307412182190317,3.0,6.231313037955363,2.0771343075245046,Iris-virginica
+11,4.80393119006533,3.0,1.4000171567608202,0.10000009212365302,Iris-setosa
+12,6.709737036886925,3.260637913047762,5.731594325486095,2.113821514965562,Iris-virginica
+13,5.295813414151784,3.7171834967196555,1.4984750774982447,0.20266670590879135,Iris-setosa
+14,6.391142340373179,2.8613453421705715,4.301044880602758,1.2726860774219044,Iris-versicolor
+15,6.115114264736113,2.8675068397452828,4.6110102896280525,1.2738162009555873,Iris-versicolor
+16,6.92035598441269,3.0,5.741025354760174,2.1246619044549906,Iris-virginica
+17,5.858774368748911,3.0,5.070498554659129,1.7848011960395742,Iris-virginica
+18,4.4000004588923325,3.1930234348511526,1.2914741161191012,0.19895900046468457,Iris-setosa
+19,7.899998818713883,3.8099543974334447,6.281739871684415,2.0013228558092355,Iris-virginica
+20,6.873666486225704,3.2161956498689372,5.684821880048723,2.2990568029063336,Iris-virginica
+21,5.1163649747273094,3.5031193953520883,1.387953090898265,0.20011483953506104,Iris-setosa
+22,4.785012787717859,3.0,1.385670234983384,0.1,Iris-setosa
+23,6.673547352686852,3.1555578011834364,4.7445872625791345,1.5106602037589223,Iris-versicolor
+24,6.351404684017643,2.367387923219713,4.42507226007721,1.3302602786609916,Iris-versicolor
+25,5.045775686441123,3.4006824600402124,1.5855429439945319,0.46622820547681143,Iris-setosa
+26,6.63119605985186,3.3052062438966128,5.683942188680275,2.5,Iris-virginica
+27,5.49576145173265,2.99020458975525,4.331448936980692,1.50000269652925,Iris-versicolor
+28,5.787159907576376,2.7299962473921586,5.034682190186918,1.9085506264042922,Iris-virginica
+29,7.747611794598592,2.5601245373477344,6.9,2.32226057790596,Iris-virginica
+30,7.899998712184767,3.806778845464546,6.378980433437026,2.0295923307666035,Iris-virginica
+31,5.705019749461762,3.81931338473419,1.5788139956289045,0.360596069727902,Iris-setosa
+32,6.005373299393871,2.768453170844783,4.919232769096274,1.5835795435820874,Iris-versicolor
+33,7.722267838421546,2.572896522653332,6.899998833160076,2.293043276028831,Iris-virginica
+34,6.60199589424154,3.3476407872894445,5.689917858537754,2.5,Iris-virginica
+35,4.974746900648971,3.4004402545794794,1.5018607847587067,0.3771315861183766,Iris-setosa
+36,4.89994768960452,3.1133778154605234,1.4995074607455445,0.1,Iris-setosa
+37,6.156716155572387,2.759593158842121,5.489289816952794,1.7123099579168992,Iris-virginica
+38,6.062662463760272,3.380156662406769,4.535849866998722,1.6372540868080383,Iris-versicolor
+39,5.871669217787566,3.0,5.104314735801314,1.796984557252197,Iris-virginica
+40,4.60390807929864,3.4031231849459784,1.3844539727111478,0.2923720179690267,Iris-setosa
+41,5.380188982309499,3.9,1.2262104372135232,0.6052775252175941,Iris-setosa
+42,4.900177768537903,3.0,1.4034560456095326,0.19967058085486805,Iris-setosa
+43,6.278071266250393,2.6465687923292402,5.499133483835147,1.7985683703407407,Iris-virginica
+44,4.507411491575668,2.4418966070119223,1.3005958692241006,0.3667890398737611,Iris-setosa
+45,4.400000642785035,3.1698336618568455,1.3003047934878726,0.2051984239496299,Iris-setosa
+46,6.118101318635451,2.578662357392435,5.619523219786825,1.4014590521520904,Iris-virginica
+47,5.124689357521871,3.486204073331343,1.3885818534937204,0.20192605297144006,Iris-setosa
+48,6.665697283457969,3.330868734034041,5.681773960917441,2.5,Iris-virginica
+49,4.988096102244077,3.5917201109719232,1.4005492766139553,0.20083350278229328,Iris-setosa
+50,5.3278800109809605,3.9,1.2516283575456661,0.6461458535898384,Iris-setosa
+51,6.493152800417635,3.1990621002615183,5.105977899615869,1.9916877454274042,Iris-virginica
+52,5.459663282876783,2.5794903964628753,4.4053818468572645,1.1755025980411666,Iris-versicolor
+53,5.526884475519426,3.7716622064725125,1.7734110368653224,0.27058254509055024,Iris-setosa
+54,6.636319993034688,2.4895192635145778,5.757123661909489,1.8110897977123348,Iris-virginica
+55,6.652776256353281,3.3360265687107034,5.679896152670624,2.4999919721155024,Iris-virginica
+56,5.997246083323761,2.937917914841452,4.4439145590768865,1.4893587153536758,Iris-versicolor
+57,7.684635092563242,2.5362579696603547,6.9,2.319185152198135,Iris-virginica
+58,6.687412307670222,3.299396846900683,5.670250348167775,2.097869517401026,Iris-virginica
+59,5.415539600052282,3.4066195856734263,1.686322524564946,0.36613055024320096,Iris-setosa
+60,5.79390677005044,2.6719425651469333,5.109812038375441,1.8859285630829636,Iris-virginica
+61,6.882533956884241,3.230552341658783,5.704456994644834,2.307599671768835,Iris-virginica
+62,6.798524085089395,3.0,5.525104056855325,2.0968607770620142,Iris-virginica
+63,5.2601913189501985,3.9,1.2388748745620124,0.5059871010768029,Iris-setosa
+64,7.682283323303809,2.7739432482506525,6.678142220335144,1.9890264387754326,Iris-virginica
+65,5.12093655748727,3.802485876283279,1.6297715170559164,0.20193655619033393,Iris-setosa
+66,7.552507422596462,3.0,6.521240914217473,2.141359634727297,Iris-virginica
+67,5.333402279497731,3.9,1.2384289804678006,0.3183075988109425,Iris-setosa
+68,5.38605924832569,3.9,1.2644236372254638,0.6622163354221879,Iris-setosa
+69,5.631379930573316,2.7539824163637983,4.380903474784584,1.2643899409150692,Iris-versicolor
+70,4.507388324225604,2.4092333833921837,1.3177982915264272,0.41501421980409525,Iris-setosa
+71,6.072404211923667,2.2571192181205575,5.045602372548397,1.550698019852589,Iris-virginica
+72,5.043031677980785,3.5463459740029823,1.404698456983873,0.19603652592468745,Iris-setosa
+73,6.074056118659499,3.0,4.548587185201613,1.3843657881953804,Iris-versicolor
+74,4.797220138997735,3.0,1.3924475587337513,0.10000012396176267,Iris-setosa
+75,7.596178037340995,3.0,6.513649816162296,2.1017876291828452,Iris-virginica
+76,4.585816779406797,3.3905424997842055,1.3913940262216582,0.3152537351527542,Iris-setosa
+77,4.795939626556308,3.3990161509706525,1.4961434843270989,0.23158854357486183,Iris-setosa
+78,6.294615235449835,2.5037212933641233,4.956071716879652,1.5006964971612242,Iris-versicolor
+79,6.339554804165864,3.4130417398418706,5.601133168546197,2.3766061510312095,Iris-virginica
+80,6.314416999827903,2.494682436701223,4.978548111214801,1.9061862929708089,Iris-virginica
+81,5.380993434684886,3.3958800917506755,1.6267584586330017,0.19755711428907405,Iris-setosa
+82,4.785923877631943,3.0,1.3929119733836461,0.29687388249417473,Iris-setosa
+83,5.1866166111541085,2.6800985260626757,4.016935845073574,1.397959887018524,Iris-versicolor
+84,6.835956535926388,3.210121145924456,5.715480074043191,2.2888082015792794,Iris-virginica
+85,6.92010561648075,3.089814841021059,5.150194912315382,2.2979891041536376,Iris-virginica
+86,4.611387665990135,3.4002022999335186,1.4051710210467312,0.29002492603538854,Iris-setosa
+87,7.2693617242879744,2.9064240260056153,6.275851952373583,1.789616760119121,Iris-virginica
+88,6.774346428851081,3.150346103283088,5.795056234752729,2.285236627254618,Iris-virginica
+89,6.828289503145496,3.207467457901631,5.794173363525046,2.3086274321862366,Iris-virginica
+90,6.084460589727645,2.8125001720418754,4.6999288560770704,1.2092224547381454,Iris-versicolor
+91,6.289753334276488,2.482965168113451,5.090209127465861,1.870345588899894,Iris-virginica
+92,7.669526881160193,2.5944654703637955,6.899998646905111,2.312471680123194,Iris-virginica
+93,5.912375238268492,2.7590208834355363,5.152242018692299,1.8712982547033472,Iris-virginica
+94,6.04485659031252,2.8322082191741758,4.540386362289422,1.2286467999478872,Iris-versicolor
+95,7.717207991267081,2.572599904761965,6.9,2.3331456771810752,Iris-virginica
+96,7.738993942333497,2.5762569891139853,6.9,2.3396454959592763,Iris-virginica
+97,7.173481411258555,3.011527290908758,6.154728684213024,2.1761539716102862,Iris-virginica
+98,4.906292349799717,2.3934168388084354,3.187877738958209,1.0074670430498036,Iris-versicolor
+99,7.7396978018395135,2.6080770815727083,6.9,2.3187556654952277,Iris-virginica
+100,6.631403502711239,3.2183938319582217,5.784617441733708,2.2938551699414917,Iris-virginica
+101,5.999539954729637,3.4042738048880614,4.534820392267955,1.5989089542664263,Iris-versicolor
+102,7.546576639221917,3.0,6.5092296036437824,2.117116035800933,Iris-virginica
+103,5.964271561542166,3.417024580563352,4.473087903935646,1.6090652256344926,Iris-versicolor
+104,7.633338090643277,3.0,6.599004751388469,2.1117939020398815,Iris-virginica
+105,5.102880009830084,3.495414394194274,1.3872759284886838,0.31058060318885966,Iris-setosa
+106,7.013228549839098,3.0886967321413485,5.789071261189871,2.2256616372704547,Iris-virginica
+107,5.214263105251958,2.658737273038232,3.943889730815973,1.3943483908108931,Iris-versicolor
+108,7.370382345600667,2.8665574263008082,6.354709478271636,1.816858002888123,Iris-virginica
+109,6.003914552672031,2.913501219098831,4.41508082852173,1.5124565475822538,Iris-versicolor
+110,6.512153710292255,3.0,5.961964894780642,2.2509312059445215,Iris-virginica
+111,6.9640958036846206,3.119673287968297,5.122192561732322,2.31468298421508,Iris-virginica
+112,5.6144623355226155,3.0,4.118581716783546,1.3089323051526818,Iris-versicolor
+113,5.803104028357316,2.763973671660502,4.2341001941647365,1.0138529837986832,Iris-versicolor
+114,5.784959271888591,2.864487564082766,4.539713994264637,1.307300347643199,Iris-versicolor
+115,5.106757893644592,3.5019213787609806,1.400347242607845,0.29893475406545883,Iris-setosa
+116,5.360009156502524,3.7099780716661597,1.7501802019012835,0.2041328926150196,Iris-setosa
+117,7.70003575984623,2.5675292449647733,6.9,2.2656465441854046,Iris-virginica
+118,5.984758570918931,2.9058120217780297,4.514543878785859,1.499592194358497,Iris-versicolor
+119,6.540670333795839,3.0,5.511845748051513,1.8026676489468474,Iris-virginica

iris/tab_ddpm/3/13/test.csv

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

iris/tab_ddpm/3/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/13/val.csv

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

iris/tab_ddpm/3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.538897346251797,2.4323693037096175,3.7640825983362918,1.0022191815859327,Iris-versicolor
+1,6.4029977019010875,2.898027354094782,4.310992570635266,1.291439023458586,Iris-versicolor
+2,5.913828529025887,2.792970825446952,4.596419142450635,1.2054473767072407,Iris-versicolor
+3,4.913986649703673,2.379859556059104,2.9496097405655193,1.0018693209394007,Iris-versicolor
+4,5.310681977740166,2.7715351168145506,3.8014361602216082,1.4058065489768874,Iris-versicolor
+5,4.596807481881847,3.621822543897448,1.0,0.19951394983378584,Iris-setosa
+6,6.520706684624496,3.0,5.511785674514371,1.8538428850160487,Iris-virginica
+7,7.9,3.8171151269603545,6.3639922791428285,2.046014317445256,Iris-virginica
+8,4.735044703016685,3.3889160845630673,1.486278742507679,0.20538429452610651,Iris-setosa
+9,4.588481832275103,3.614085687030918,1.0,0.20402102843156378,Iris-setosa
+10,5.733793595086688,2.80297660149226,4.499353603913857,1.3037299646613434,Iris-versicolor
+11,6.904018409199044,3.0,5.639594057520235,2.0657931590131717,Iris-virginica
+12,5.6886911115347605,2.9514981942121774,4.243942940203272,1.2721342192349236,Iris-versicolor
+13,5.406758525576706,3.9,1.2795643682590012,0.544021099945886,Iris-setosa
+14,5.590583538544438,2.525086746077677,4.072493589832913,1.0658461477656558,Iris-versicolor
+15,5.330097019596809,3.8999995672979644,1.2553097483019855,0.3298994915814875,Iris-setosa
+16,7.624222921457195,3.0,6.588408493047484,2.0866513794608768,Iris-virginica
+17,5.958809836236668,3.4101769533346635,4.445930877251155,1.6017531344948346,Iris-versicolor
+18,6.8180129100559155,3.1237042593407063,5.036006095413087,2.2706266737008947,Iris-virginica
+19,7.9,3.816655822791797,6.419206006019688,2.0238310441712173,Iris-virginica
+20,7.9,3.820939643737339,6.373242464663175,2.0244740060448136,Iris-virginica
+21,5.049316001702431,2.4376239277482075,3.235359080943539,1.069278481807519,Iris-versicolor
+22,6.121004163841692,2.805133537788512,4.68522174793128,1.1952565546475205,Iris-versicolor
+23,6.7567333007687695,3.1257939659558707,4.7328172614113155,1.515060318445749,Iris-versicolor
+24,5.359719680392026,3.899999557482401,1.3150785728591323,0.5397227293976604,Iris-setosa
+25,6.316340505880354,2.331115493165181,4.455091900243824,1.3182714491515461,Iris-versicolor
+26,6.70734471263353,3.2814829086600663,5.69871673190217,2.1300095389927285,Iris-virginica
+27,5.9945206136384375,2.7308370830317403,5.028122962736033,1.5851839885105319,Iris-versicolor
+28,7.899998659688113,3.8017929872900718,6.438640140446082,2.0110218194713307,Iris-virginica
+29,6.093390214102959,2.816728882708524,4.696551201727804,1.210859820323695,Iris-versicolor
+30,5.971260212890918,2.894576805004389,4.529974843589251,1.5022665274737024,Iris-versicolor
+31,6.670295446171941,2.504353273515741,5.7678283705191955,1.7982840938034867,Iris-virginica
+32,6.281313256662325,2.482657332062413,5.019366783623466,1.8691611169702047,Iris-virginica
+33,6.397241221742852,2.731292994349748,5.3018977769035525,1.8516137885789294,Iris-virginica
+34,4.991815122294373,3.6174835556193665,1.394953857275791,0.196648773332948,Iris-setosa
+35,6.327543627987524,2.29106527293864,4.371035336619704,1.3031337102434948,Iris-versicolor
+36,6.224458333787092,3.339679573384737,4.67980829793244,1.610635844327997,Iris-versicolor
+37,6.760383476827286,2.8151851729823187,4.694478146576287,1.4164343501395158,Iris-versicolor
+38,6.8286018286400765,3.219444970115616,5.781221567646237,2.3083251538736747,Iris-virginica
+39,6.799512743559345,3.102309042007687,5.118914636376777,2.324814094353018,Iris-virginica
+40,5.235443298613951,3.415854087072258,1.4034742174599997,0.19863865452654306,Iris-setosa
+41,6.595166737517242,2.5312045915170085,5.785955669749021,1.6675989603362118,Iris-virginica
+42,5.314565024236847,3.8999993545657263,1.3101319592085985,0.4909650164207735,Iris-setosa
+43,6.656765759466343,2.4814353651043923,5.8219323913082235,1.7722350055256748,Iris-virginica
+44,4.8911277780517795,3.0904748261510493,1.5159980265208464,0.1,Iris-setosa
+45,5.50681947603084,2.604558155261718,4.4143615328315535,1.1616462142194615,Iris-versicolor
+46,5.7126135549553565,2.7857611027704525,4.537491485596637,1.2878897754851786,Iris-versicolor
+47,7.708974061564846,2.5802813863410314,6.899998867776173,2.294204427874994,Iris-virginica
+48,6.933901220777691,3.089593390370409,5.164613792025712,2.292964672203311,Iris-virginica
+49,5.635623502385522,2.5094782439295944,3.9382785773859528,1.1136292420567184,Iris-versicolor
+50,4.995616669323786,3.5776536182498413,1.400481892525539,0.20038057890257618,Iris-setosa
+51,5.025530278735127,3.5495453937089456,1.4030729912169202,0.29681165326379577,Iris-setosa
+52,5.486653370917181,2.606093195925164,4.456564670509875,1.1589331821606472,Iris-versicolor
+53,6.461275578680768,2.9141525231301313,4.289669255511017,1.3001282693153138,Iris-versicolor
+54,5.3189227704054565,3.9,1.2426431544725947,0.4938648851346371,Iris-setosa
+55,5.295494478814701,3.9,1.2564699302318063,0.4846223507200131,Iris-setosa
+56,6.050207108289027,2.788492846406215,4.649069872336618,1.1569393070366485,Iris-versicolor
+57,7.702148981220509,2.7917052479507927,6.698121510823696,2.033277527430835,Iris-virginica
+58,5.110185362653749,3.446448125245418,1.4054305618929077,0.19785561151601258,Iris-setosa
+59,5.690158084639896,3.793670782196869,1.8087725419066523,0.29631107667654427,Iris-setosa
+60,7.200738398451308,2.880842344307906,6.228223116994105,1.7700273295551339,Iris-virginica
+61,6.409483983682079,2.962604316663614,5.538848365497234,1.8117898486344988,Iris-virginica
+62,6.672336347397415,3.11020012941737,4.707065413569751,1.495640378223675,Iris-versicolor
+63,5.554772084002203,3.0,4.449248985634955,1.5095859933283748,Iris-versicolor
+64,6.020404645550106,3.4075162402108266,4.469122850091527,1.6271895613003986,Iris-versicolor
+65,5.8453855101772065,2.7213643075702296,4.357850185429504,1.0948967661773992,Iris-versicolor
+66,6.657815088745825,2.5111766900090213,5.765847068257574,1.7964115100342204,Iris-virginica
+67,6.838350295293293,3.213374245624043,5.787886637648109,2.288550386794753,Iris-virginica
+68,5.527998329312401,2.515148647311144,4.192325759336677,1.15837155747003,Iris-versicolor
+69,5.842790497148783,2.8055172691262387,4.526358991654956,1.2778931658305477,Iris-versicolor
+70,7.678794542990462,2.5684033222559646,6.8999989458801245,2.306523593321166,Iris-virginica
+71,5.571972808235258,2.41498828576475,3.8163911200785243,1.0580934152608037,Iris-versicolor
+72,5.014275368866416,2.454728469494467,3.087841921143254,1.0727754468087376,Iris-versicolor
+73,6.015784838744151,2.977823592098356,4.586057551330335,1.3800955337720933,Iris-versicolor
+74,7.746425683255303,2.566145346951216,6.899998793920391,2.339525200556219,Iris-virginica
+75,5.058596966788556,2.481051290348929,2.849904962373592,1.080162263937562,Iris-versicolor
+76,4.819963962629755,3.0,1.4044045446845057,0.20080762247635361,Iris-setosa
+77,5.320699130768239,3.9,1.241832988346091,0.49784102250079754,Iris-setosa
+78,4.4,2.905349107815914,1.4058041423204692,0.193229524143385,Iris-setosa
+79,7.596381159539872,3.0,6.59728183678939,2.0952943871157115,Iris-virginica
+80,5.099006618346621,3.82510054863405,1.5514118784355837,0.20973901396394018,Iris-setosa
+81,4.579947528367852,3.6120114179211846,1.0,0.20574202951251114,Iris-setosa
+82,5.684064493272849,2.85911508495321,4.210659302299413,1.27575646716697,Iris-versicolor
+83,6.525609488238747,3.0,5.504462963410672,1.8106537099174536,Iris-virginica
+84,5.129635486056996,3.798418056516757,1.8559670326190831,0.20888350529580446,Iris-setosa
+85,5.97182695236695,3.364788601107194,4.494540865431646,1.5991508882653263,Iris-versicolor
+86,5.976544414731776,2.849737764021973,4.561780840409034,1.495096802402263,Iris-versicolor
+87,4.868948254231966,3.0,1.4016617007051166,0.1,Iris-setosa
+88,4.4,2.8963188059793574,1.4108323089592003,0.20405277998368246,Iris-setosa
+89,5.743055193567164,3.0,4.390651732900039,1.5272142891437905,Iris-versicolor
+90,6.043453517678157,2.194234430089241,4.899705850058103,1.508469774412808,Iris-virginica
+91,6.612845352897727,3.33926566732036,5.699153578810669,2.5,Iris-virginica
+92,5.536781000393437,2.6355420320905254,4.3798875362170815,1.2257921800008682,Iris-versicolor
+93,5.080838351753573,3.5021865448312783,1.401465856693789,0.2939247413589827,Iris-setosa
+94,5.717487233355154,3.0,4.436376162537787,1.5054964101088797,Iris-versicolor
+95,5.158839339778397,3.7291880083116284,1.8078575553510707,0.3603022693428056,Iris-setosa
+96,6.24310366431194,2.197085489678192,4.516355561338994,1.4918086448581278,Iris-versicolor
+97,6.798170092545089,3.2429421815627952,5.847488536837246,2.316220860988033,Iris-virginica
+98,5.884124243226166,2.79095559877843,4.698308268013288,1.2986900032843376,Iris-versicolor
+99,7.310041477759173,2.8880040605348456,6.296647173898962,1.788457037541397,Iris-virginica
+100,4.9057887199158206,3.121181872930847,1.5793295744874634,0.1,Iris-setosa
+101,5.386759750675594,3.9,1.2628192323812528,0.49815964936214446,Iris-setosa
+102,5.171053235337697,3.426352431068673,1.401004374801432,0.1960151619652355,Iris-setosa
+103,6.007300800264445,3.402609813054733,4.501362167672117,1.5839130234372556,Iris-versicolor
+104,6.516609104280388,3.193425874223763,5.084765613060582,2.0203709552991,Iris-virginica
+105,6.702056012227289,3.0,5.670598040167839,2.1609953006993385,Iris-virginica
+106,5.368028844398356,3.899999498581146,1.207844384111395,0.4313120774362662,Iris-setosa
+107,4.9934699698790626,3.6313797979119786,1.4000445233991257,0.19712219220231006,Iris-setosa
+108,5.242113611281833,2.67644922291404,3.910565843652792,1.390384173040708,Iris-versicolor
+109,5.971553781541153,3.3708504065058777,4.516806493783459,1.6224333471582242,Iris-versicolor
+110,5.952750997178811,2.8241970164485597,4.255847418295061,1.1407029693018067,Iris-versicolor
+111,7.514235332893682,3.0,6.564976289946435,2.1309852423735762,Iris-virginica
+112,6.859683324883679,3.0,5.544020149465473,2.0968586059400205,Iris-virginica
+113,5.033027003709985,3.4989912654120743,1.4020401496588817,0.28596472202727075,Iris-setosa
+114,5.097225879349864,3.7776426099817004,1.4846340593126384,0.2103827467943476,Iris-setosa
+115,5.147393477458998,2.689970253360655,3.8693264000262273,1.4080160505652448,Iris-versicolor
+116,5.1457647836234734,3.7057145927069137,1.5555685231993108,0.38471359090121654,Iris-setosa
+117,5.251660555955527,3.9,1.2125610052059965,0.5643992130894353,Iris-setosa
+118,6.924284276715725,3.1864428845898667,5.706925042288859,2.322506711773451,Iris-virginica
+119,6.7341025305678235,3.0,5.29831259248254,2.237871409927379,Iris-virginica

iris/tab_ddpm/3/14/test.csv

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

iris/tab_ddpm/3/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/14/val.csv

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

iris/tab_ddpm/3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.702078703031077,2.796613941645388,4.524465202552688,1.2948231615577739,Iris-versicolor
+1,5.710691726872249,2.8726705519777758,4.209857077591697,1.2806281889633238,Iris-versicolor
+2,5.923495760985671,2.9981040024502623,4.4744375630880135,1.3992876444112592,Iris-versicolor
+3,5.502797472656308,2.40827270945069,3.8383806867777404,0.9361524692447551,Iris-versicolor
+4,4.785877503514042,3.0,1.3594141567771865,0.1000001076598924,Iris-setosa
+5,5.645999880006225,2.7757805139761773,4.50396529323054,1.3049117260278391,Iris-versicolor
+6,5.90511865630262,2.9700389500382203,4.439507712337372,1.5092237988728252,Iris-versicolor
+7,6.2107297168144235,2.2565336542441723,4.545759654875015,1.4911397556875055,Iris-versicolor
+8,6.858863541295865,3.111228780209105,5.095285153010606,2.286668616087503,Iris-virginica
+9,7.697848914086132,2.5690503808613947,6.9,2.3095033934921623,Iris-virginica
+10,6.040503638405556,3.3701685954213696,4.534721173541015,1.6459911735921866,Iris-versicolor
+11,6.235347831162731,2.5043485315681218,4.967929800798536,1.8860485176766273,Iris-virginica
+12,5.332918693552018,3.9,1.2283169677559354,0.384742435837838,Iris-setosa
+13,7.529077752056828,3.0,6.545753053149945,2.0820433527748774,Iris-virginica
+14,6.703977162737047,2.4886645555883886,5.906294774882179,1.7707659728525325,Iris-virginica
+15,4.991741173134722,3.629421587090979,1.3769952671462073,0.20437339952393838,Iris-setosa
+16,5.529247741794918,2.4214762131765153,3.7185839880883655,0.9770081781373068,Iris-versicolor
+17,5.705032476800228,2.885608440066097,3.8912038750524713,1.300997580721477,Iris-versicolor
+18,6.19001546762387,2.566651284461685,5.586714691561861,1.4223391191195174,Iris-virginica
+19,5.379568461659781,3.9,1.2423274013773624,0.5076828080270693,Iris-setosa
+20,5.715028437805942,3.802196620090277,1.8163946665350759,0.3877532653047554,Iris-setosa
+21,5.959957714434273,2.7138260027864036,5.013399999151575,1.5908370179883198,Iris-versicolor
+22,5.88095660977056,2.740658104185235,4.17376192545831,1.0954641520395114,Iris-versicolor
+23,6.252826628944227,3.3231723654086056,4.668023663185561,1.6268977577523807,Iris-versicolor
+24,6.261165300295179,2.4399138950395187,5.011809196349826,1.8646820844694352,Iris-virginica
+25,5.594377617600415,2.4234225486069914,3.733017350425243,1.0879208195195575,Iris-versicolor
+26,4.785020985730881,3.395657379341222,1.686420269552364,0.19575849069489704,Iris-setosa
+27,5.730716430507701,3.0164320217085367,4.5608033519488735,1.5196514248006432,Iris-versicolor
+28,6.92910403248364,3.1833868568518473,5.707767755184588,2.2974508523001735,Iris-virginica
+29,5.866244867902844,3.304913888817765,4.41800462186724,1.6153006141426376,Iris-versicolor
+30,6.771685017232231,2.8098065482325496,4.729202298251718,1.384168639512785,Iris-versicolor
+31,4.807006501364538,3.0,1.404794025123361,0.37116813267463794,Iris-setosa
+32,5.300305286547094,3.9,1.186020245805811,0.5743403344263568,Iris-setosa
+33,4.878946197822046,3.110195710436096,1.4847820353240366,0.10000015208758886,Iris-setosa
+34,6.692070882370075,2.4816466368675165,5.79097458466533,1.810001432505957,Iris-virginica
+35,4.598345211875355,3.6013893289945766,1.0000005037703312,0.19653651372566866,Iris-setosa
+36,5.051696435256248,3.519814133993135,1.3842567749251486,0.19851018114399116,Iris-setosa
+37,7.476823702730364,3.0,6.444853092143585,2.093248728123113,Iris-virginica
+38,5.16718999227567,2.6883240604652547,3.9509071304075434,1.4222645001274834,Iris-versicolor
+39,7.047102784733991,2.9947859213580434,5.8455450441882375,2.0183009628513027,Iris-virginica
+40,5.344667986080763,3.89999960957168,1.2200806528125125,0.4581075847616536,Iris-setosa
+41,4.883566580797646,2.3744078892927645,3.5853886108915574,1.0020845829464766,Iris-versicolor
+42,6.136068104539788,3.348535971719826,4.634776821361332,1.6048323920859213,Iris-versicolor
+43,7.723453509051519,2.583091008962194,6.9,2.298563293532374,Iris-virginica
+44,6.7019793268851915,2.5020726890391596,5.880570242205828,1.7951302483914238,Iris-virginica
+45,6.8143954295524045,3.189332295810992,5.697215393942114,2.308191609900552,Iris-virginica
+46,6.347883506909953,2.8688437299100142,4.295512668551564,1.2835266495988162,Iris-versicolor
+47,6.2804390471271905,3.400579842056975,5.614709036885246,2.401503286635206,Iris-virginica
+48,6.112155190470889,3.1931773444113825,4.5461286593459675,1.521180219989158,Iris-versicolor
+49,5.0367946996527495,2.000006281880641,3.6227501790974226,0.9448522124340841,Iris-versicolor
+50,7.545379514866504,3.0,6.55478925037115,2.1112927824257537,Iris-virginica
+51,5.127886127474165,2.4975025622206894,3.4289167700374312,1.123958276476121,Iris-versicolor
+52,5.216269375669067,3.4346759537111007,1.396769420397781,0.20194004116672726,Iris-setosa
+53,7.704351194127905,2.584387986702724,6.9,2.327375455587342,Iris-virginica
+54,5.304214537564078,3.9,1.181879021256891,0.4214928056687436,Iris-setosa
+55,5.133298217906244,3.499114590252423,1.4004061914483978,0.29776850484517836,Iris-setosa
+56,6.267303390023269,3.30710297160259,4.676600326077587,1.5845842878648462,Iris-versicolor
+57,5.339455542694281,3.6706164231260083,1.5294299676620344,0.2026367138894065,Iris-setosa
+58,6.242858765145769,2.310137507855882,4.401010979885856,1.3099709258352215,Iris-versicolor
+59,6.894798911112478,3.2058698561952195,5.694705957256146,2.3178177678796237,Iris-virginica
+60,5.5423200306963825,2.596065378617846,4.348370883612411,1.164230466562784,Iris-versicolor
+61,5.009458473978792,3.578707387567613,1.4038036257353304,0.2042979773483932,Iris-setosa
+62,6.806616093058272,3.242604785120729,5.743646238123736,2.30891400823776,Iris-virginica
+63,6.815513527863216,3.1884579247267415,5.799848992723538,2.307251783191975,Iris-virginica
+64,6.0432939901260605,2.212035669501636,5.085819028149659,1.5108767255973896,Iris-virginica
+65,6.013505527628558,2.818744457777858,5.142280048249017,1.8761646410891657,Iris-virginica
+66,7.648960148441932,3.0,6.632498621606204,2.094369742879604,Iris-virginica
+67,6.674040152214745,3.2686259699418394,5.684311423553463,2.096873099872331,Iris-virginica
+68,5.425384643294072,3.3913509127952564,1.8215962113507564,0.19668830042234164,Iris-setosa
+69,5.809719852770501,3.0,4.379776161703212,1.5064612658277485,Iris-versicolor
+70,6.020331723411183,3.0287268744514977,4.475371587808103,1.4221340993522404,Iris-versicolor
+71,6.019797339073697,2.693156596565188,5.149397076078041,1.6010163735830611,Iris-versicolor
+72,6.817113905394796,3.2101502716065338,5.895365255564156,2.302638423427836,Iris-virginica
+73,6.238998200635409,2.281689924419269,4.511824673356422,1.4409465999240592,Iris-versicolor
+74,7.726346482034212,2.57729053761079,6.899998666841418,2.329988072176747,Iris-virginica
+75,6.6839419042773915,3.3382170129365587,5.677742908610275,2.5,Iris-virginica
+76,5.332147833625405,3.9,1.2435856460926833,0.5415256954133205,Iris-setosa
+77,5.9798202156517615,3.4049556730784585,4.5033858790635195,1.6329714916173967,Iris-versicolor
+78,7.3048945762451805,2.886123557575936,6.324089326467021,1.8537808253387864,Iris-virginica
+79,6.676480629242397,3.083116097258626,4.614077899950343,1.5028507411075451,Iris-versicolor
+80,6.685186427010118,3.0940199713567025,4.666498768329758,1.4914342873005801,Iris-versicolor
+81,6.702174754019287,2.495584966001039,5.801605119097922,1.7950398417045692,Iris-virginica
+82,6.8021090008939895,3.0,5.506046663645271,2.106289834742069,Iris-virginica
+83,6.309551809283786,2.394679329299026,4.751865447874163,1.4953087753836058,Iris-versicolor
+84,5.572183172040361,3.0,4.508321130687006,1.503775907129283,Iris-versicolor
+85,6.709025422930888,3.303974181361852,5.714903967938172,2.499999504805153,Iris-virginica
+86,6.80704005829842,3.213355771430131,5.731306294097554,2.2715991211659143,Iris-virginica
+87,5.317875711019215,3.9,1.197773291714236,0.4489042985955381,Iris-setosa
+88,6.689344544658537,3.316959512744184,5.703007247632111,2.5,Iris-virginica
+89,5.991476368243105,2.7086935716683636,5.017412933869031,1.5897967040767338,Iris-versicolor
+90,6.223477703297869,3.3237892292353086,4.6235612254546545,1.6089324859461,Iris-versicolor
+91,6.567524896974184,3.0,5.822965621660226,2.174243555484151,Iris-virginica
+92,5.775206590782848,3.8111073451285096,1.5979351275878961,0.29934402097202684,Iris-setosa
+93,6.4979709576544264,3.1968512087355196,5.131942525365705,2.0227567872413195,Iris-virginica
+94,4.597815726844017,3.6440222877124056,1.0000006016704521,0.19932230174310284,Iris-setosa
+95,5.345386350249658,3.9,1.248709330090483,0.45495541419115376,Iris-setosa
+96,5.031483101456553,3.541097342791877,1.3839531114517971,0.20580382538836622,Iris-setosa
+97,6.258997290170398,2.3474647108846525,4.645269438603254,1.4966639080337703,Iris-versicolor
+98,5.364042210241573,3.9,1.2384093105903244,0.5762213552993503,Iris-setosa
+99,4.6093238830201555,3.3611739667286864,1.4088308600867983,0.29984738035459024,Iris-setosa
+100,6.83645663883574,3.0,5.531985865424343,2.083825045566232,Iris-virginica
+101,5.752484914929145,2.864210247165853,4.19243511058046,1.2340039215685132,Iris-versicolor
+102,6.347391433080295,2.4492308469990913,4.905926209336877,1.4940214085040044,Iris-versicolor
+103,5.565188068522408,3.0,4.447763932582494,1.4928055775550437,Iris-versicolor
+104,5.349228976615464,3.8999995481846255,1.2661618891509048,0.32839415783333287,Iris-setosa
+105,6.014609002309228,2.757179848043288,4.907962577761136,1.5627271043601723,Iris-versicolor
+106,6.791256535219612,3.211116911095341,5.79425261675298,2.3093587862154323,Iris-virginica
+107,4.576755825663948,3.6470447390295564,1.0,0.2003377001995618,Iris-setosa
+108,6.241542892368489,2.465820398172036,4.410401687101261,1.3084064699942974,Iris-versicolor
+109,6.800741992960635,3.206199155074983,5.792002380777194,2.3114081242349447,Iris-virginica
+110,6.379708420559698,2.841116977291383,4.28835691815682,1.2685313288479811,Iris-versicolor
+111,6.291767232221219,3.3955844595866047,5.600151581391009,2.3949217871607815,Iris-virginica
+112,6.260082727271519,2.479772134339632,4.868516631273174,1.5282644156817224,Iris-versicolor
+113,6.006832992712847,3.4161049882541983,4.530231350332025,1.6317267530171153,Iris-versicolor
+114,5.5259361268465135,2.5733183383180385,4.3813096801680835,1.1023369366734306,Iris-versicolor
+115,5.519103751411935,2.363316730889941,3.7424079151346525,0.9652739783492834,Iris-versicolor
+116,7.9,3.783525217974696,6.397856424144494,2.0446502390351142,Iris-virginica
+117,6.657072722124297,3.3146002590674177,5.726062762256877,2.5,Iris-virginica
+118,5.128047064409785,3.7125400555294528,1.4967235318658647,0.47069844034446945,Iris-setosa
+119,4.788045202989139,3.0,1.406949110807926,0.30611568278165857,Iris-setosa

iris/tab_ddpm/3/15/test.csv

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

iris/tab_ddpm/3/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/15/val.csv

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

iris/tab_ddpm/3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.890675642537109,3.0,1.3734870572196394,0.19406565703193557,Iris-setosa
+1,6.1188476322324385,3.293203990365903,4.588233403318176,1.607176592284405,Iris-versicolor
+2,6.810714562107429,3.218567243280671,5.798100438999237,2.3119057551748727,Iris-virginica
+3,5.950290872277783,3.0,4.196026129982048,1.4914208361898966,Iris-versicolor
+4,6.711728964843828,3.2329196258303288,5.714563151493274,2.1455795810707925,Iris-virginica
+5,6.696603448496528,3.2766806407668922,5.704272469395642,2.133891887611972,Iris-virginica
+6,6.428757428722348,3.232708165730638,4.715275887769338,1.5578039474820866,Iris-versicolor
+7,6.148843489526792,2.2760179058338057,4.368453412106391,1.3024666550747943,Iris-versicolor
+8,4.795188937952609,3.449636608209358,1.4008816446891157,0.5838361959462617,Iris-setosa
+9,5.240899395093787,3.7353879760431563,1.4906545455506923,0.2091370051954854,Iris-setosa
+10,5.0496923269463965,2.4547240642814465,2.986701491757078,1.0296148092791806,Iris-versicolor
+11,6.29198791860501,2.48575376047551,4.9943482253633995,1.8696487732439886,Iris-virginica
+12,5.817084833331601,2.698260032742104,5.023588901052541,1.8911224600461323,Iris-virginica
+13,5.547644146061781,3.0,4.478089105133375,1.4985945800210836,Iris-versicolor
+14,5.023190209231011,2.4127447370883606,3.0770991473550175,1.0056135967356272,Iris-versicolor
+15,5.115121088501624,3.505572989121338,1.403428962907539,0.20034733926618348,Iris-setosa
+16,5.62810310521282,2.938176635465536,3.954481708875505,1.2990239363459815,Iris-versicolor
+17,6.691518698340826,3.2764555533245776,5.709079659363886,2.100336405347303,Iris-virginica
+18,5.755602151105255,2.8019731440986133,4.24292792935639,1.1616738340539965,Iris-versicolor
+19,4.4,3.165223622899421,1.3105830452462657,0.19234994764002655,Iris-setosa
+20,5.638607974461688,2.463514492191537,3.788652565987902,1.0912422964530901,Iris-versicolor
+21,5.465525616338814,2.409374529035002,3.7834534998290064,0.9705796729871996,Iris-versicolor
+22,5.088009559282328,3.685734594419402,1.4929739099870694,0.46228459296407176,Iris-setosa
+23,6.492217436192022,3.0,5.841514071211391,2.1914881090276537,Iris-virginica
+24,5.32741525002124,3.7246852811390903,1.4942507078235168,0.20260626417532282,Iris-setosa
+25,5.9962985947741885,2.9169789961243384,4.415576347103439,1.4918134363069908,Iris-versicolor
+26,4.4,3.220115171168718,1.2939629340129088,0.19650302882863802,Iris-setosa
+27,6.459369811525744,2.920253123213092,4.296946538873483,1.3071032488142766,Iris-versicolor
+28,4.840653622024097,3.3866583948051376,1.5020084378066405,0.19629533673497324,Iris-setosa
+29,7.899998863305822,3.791563237373872,6.410318129424206,2.0348316472096113,Iris-virginica
+30,5.944003892448451,3.0,5.1439927216102355,1.8206168556668967,Iris-virginica
+31,5.080156320963598,3.7985556959540108,1.5369711739307081,0.21303634286457027,Iris-setosa
+32,4.4,2.9261511089258128,1.3935589859897588,0.19813337779759804,Iris-setosa
+33,7.8999987034291905,3.8063287881930714,6.373690300967103,2.004576771161042,Iris-virginica
+34,6.456335134874918,3.0254938361311914,5.329408453271363,1.877017614772804,Iris-virginica
+35,5.530978101404572,2.6432882992463047,4.4059549510879865,1.1849074057185662,Iris-versicolor
+36,6.138107048812886,2.667601568650603,5.466723136301134,1.6705918483116922,Iris-virginica
+37,4.581236146674409,3.618130075405203,1.0000003956760657,0.1987055701683546,Iris-setosa
+38,4.748494281013566,3.0,1.3829132100547203,0.10000009302654309,Iris-setosa
+39,5.131102812522839,2.4661023591879663,3.5559352496573053,1.17149091777488,Iris-versicolor
+40,5.462859029947593,2.5844260697382704,4.3745356487590605,1.203533406465471,Iris-versicolor
+41,5.978399188879596,2.9117635860101894,4.392874751951417,1.4919552896773922,Iris-versicolor
+42,6.512112360406969,3.0,5.780421191592336,2.1866042357842375,Iris-virginica
+43,6.758408094472125,3.2188490733898507,5.833226811684162,2.308225961054913,Iris-virginica
+44,7.9,3.7783221892995837,6.406396731887388,2.062097716375733,Iris-virginica
+45,6.040639060333168,3.4081356127542124,4.544485738356431,1.618654342845733,Iris-versicolor
+46,7.899998666323614,3.8070419978840113,6.497139047555655,2.00496133601685,Iris-virginica
+47,4.908549657659338,3.4261041071553238,1.4837689014264244,0.296877085872093,Iris-setosa
+48,5.477756437481235,2.5863231621805958,4.408276744347953,1.1816329554768128,Iris-versicolor
+49,5.396384627171041,3.39235722386945,1.5250014189625567,0.44153533537695977,Iris-setosa
+50,7.461175348118337,2.9776925204727043,6.4918216464798135,1.99564107015401,Iris-virginica
+51,6.29617319878513,2.483490426685261,4.991013826400387,1.8690763828633625,Iris-virginica
+52,4.81547172457685,3.3888560213068417,1.4946412267028928,0.1979269010411353,Iris-setosa
+53,6.295629302082915,2.515542967813968,5.01145370995918,1.8865011956381617,Iris-virginica
+54,5.669747784421101,2.662310619246682,4.27351562082881,1.0707251003502023,Iris-versicolor
+55,6.291190939791616,3.311037091633756,4.737353385192221,1.6346144517964396,Iris-versicolor
+56,6.0390772156494235,2.870149985235723,4.548441893977706,1.3165335305614243,Iris-versicolor
+57,5.953501726148942,3.4236078307362,4.530875075116925,1.5813456683298523,Iris-versicolor
+58,7.59152387249847,3.0,6.564196983648678,2.099659887133278,Iris-virginica
+59,5.858841382015637,3.0,5.129999639589194,1.7945099533431836,Iris-virginica
+60,6.806375063426795,3.0,5.529175092807086,2.081480250434744,Iris-virginica
+61,5.463399836105186,2.4403053875073173,3.809468227082763,1.0300239051576003,Iris-versicolor
+62,5.938414225312074,3.0,5.090207243392232,1.803349452556597,Iris-virginica
+63,6.295295391983583,2.886322270496369,5.598843062803196,1.77772443448062,Iris-virginica
+64,6.502636899144857,3.1837598513089773,5.1250069347816085,2.0619666972585904,Iris-virginica
+65,6.2750285154116625,2.304235410744125,4.431805035903582,1.2615035103720476,Iris-versicolor
+66,5.08751491586276,3.5043975927508,1.4015300625277318,0.19719913720879778,Iris-setosa
+67,6.034584168168857,3.3822598842164586,4.571895951361477,1.5796705870071097,Iris-versicolor
+68,6.309392177143827,2.515780175403814,4.932049063356609,1.8681277451009823,Iris-virginica
+69,7.9,3.8177130041907805,6.406393846788649,2.000811388281015,Iris-virginica
+70,4.886429517956257,3.412296559318492,1.4870588215996743,0.20985055114781997,Iris-setosa
+71,6.54361124689943,3.35730006032249,5.724079011961892,2.5,Iris-virginica
+72,5.1215784794742465,3.796477170085293,1.8065707641349589,0.200119796878234,Iris-setosa
+73,6.15973485990768,2.2330414169016777,4.471553233615956,1.4961062750978866,Iris-versicolor
+74,5.587039412294364,2.4947909826596333,3.97952596260195,1.1070912082133686,Iris-versicolor
+75,5.217204686203518,3.7478557291508015,1.5866084529364437,0.20485524002718147,Iris-setosa
+76,6.938038505783055,3.199716282835478,5.878987630353501,2.3021913368569793,Iris-virginica
+77,5.370601570432125,3.6880369556600625,1.565802762405423,0.21183331479658754,Iris-setosa
+78,6.883211037274942,3.2176662535839995,5.768190418420623,2.2980023298416103,Iris-virginica
+79,5.904815957180318,3.0,5.041592472999755,1.7455449225769273,Iris-virginica
+80,4.901511385849035,2.4279723400001547,3.299138113932378,0.9946276872225561,Iris-versicolor
+81,6.51222612986388,3.0,4.3672808807215935,1.3908902979980922,Iris-versicolor
+82,7.9,3.823697629539114,6.312076482882016,2.0374030330500013,Iris-virginica
+83,5.1677142583033895,3.446003212698781,1.4024954830692846,0.20396615884180477,Iris-setosa
+84,5.758599024975779,3.809486199613251,1.4947732084437713,0.3483261290875342,Iris-setosa
+85,6.0782839480364705,2.819748144782782,4.631016561275304,1.222818388720214,Iris-versicolor
+86,5.839436468220872,2.9435349696132906,4.4381459239362,1.3342856956223934,Iris-versicolor
+87,5.190971895727695,3.698194863534185,1.554223425668977,0.38438651308819427,Iris-setosa
+88,5.9969988082560475,2.75474099225628,5.408662666855857,1.8884200810426766,Iris-virginica
+89,5.433542471797925,3.899999538703209,1.2548514603258467,0.49067246662768754,Iris-setosa
+90,6.385589768202351,3.2610800402415463,4.6846934141443475,1.543848811766429,Iris-versicolor
+91,4.780394364546182,3.3974062781720367,1.4926776111601519,0.20395063808866695,Iris-setosa
+92,5.328642610268084,3.9,1.2605678473851798,0.350617424102573,Iris-setosa
+93,5.663669779637144,2.9414080409881813,4.262090579578091,1.2849264326834575,Iris-versicolor
+94,7.04958324480639,3.12069352681872,6.087562931411925,2.2696400701039683,Iris-virginica
+95,5.968410958234455,3.426233324981335,4.524207980903831,1.6713520335423475,Iris-versicolor
+96,7.685201244908178,2.544725836537719,6.899998854390367,2.3135817417009226,Iris-virginica
+97,5.689186677958542,2.781611037712591,4.4335284319515615,1.2862813929275934,Iris-versicolor
+98,5.699745862211078,2.509425641083344,4.049656851331615,1.0314265246539098,Iris-versicolor
+99,4.873938004747933,3.060849070516019,1.4544546059212176,0.10000009397330677,Iris-setosa
+100,5.798230894261815,2.650291664876288,5.080320385612506,1.8843372868134223,Iris-virginica
+101,5.5480463179441,2.5787925864185746,4.336574766223193,1.143454444004681,Iris-versicolor
+102,6.283027087807826,2.292860964674698,4.3976810008202,1.250974623671246,Iris-versicolor
+103,5.379397032389738,3.4026137426190086,1.620496684169997,0.2811981441429885,Iris-setosa
+104,5.445783875667833,3.9,1.2105202247348859,0.4317781811638367,Iris-setosa
+105,6.262280016079361,3.3205220144258933,4.645593712027255,1.6049020174554842,Iris-versicolor
+106,6.06287202651033,2.8101449718097897,4.655083335792862,1.1499089809582324,Iris-versicolor
+107,5.624721536940931,3.0,4.472877354230429,1.4863765601870165,Iris-versicolor
+108,6.5962720088658955,3.0,4.38662833004917,1.3964354485810972,Iris-versicolor
+109,6.120132820643331,2.8042018213945736,4.671410235379245,1.2374738723194088,Iris-versicolor
+110,6.491277423083745,3.0,5.578974968042295,1.8909525185952185,Iris-virginica
+111,5.569210531830833,2.729555418330774,4.484362207862213,1.2848324852514719,Iris-versicolor
+112,7.686572854675025,2.5737598750647694,6.9,2.3197213145920905,Iris-virginica
+113,6.231363266818377,3.4058267015423693,5.635130751676232,2.403891941690247,Iris-virginica
+114,4.4,2.8932801072382897,1.4086367896433836,0.1920581805965096,Iris-setosa
+115,5.301066948010906,3.7323680176645344,1.8086268760159987,0.40899238707067825,Iris-setosa
+116,5.3506987022558485,2.681835351351969,4.265280216109393,1.334118148686738,Iris-versicolor
+117,6.824247381144963,3.2090892092619034,5.8497645330917445,2.3094856128693033,Iris-virginica
+118,5.179883966774042,2.7260024655796866,3.8242948452838226,1.3985099558383356,Iris-versicolor
+119,6.144566536545822,3.0,4.363108496456641,1.4462958738400422,Iris-versicolor

iris/tab_ddpm/3/16/test.csv

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

iris/tab_ddpm/3/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/16/val.csv

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

iris/tab_ddpm/3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.443712095298497,2.615369696280799,4.374365447687198,1.234499197334411,Iris-versicolor
+1,6.244257616227056,3.3031608503899403,4.733365744155899,1.5739629478438584,Iris-versicolor
+2,5.108408029169305,3.709203592208276,1.4934244261220115,0.4081549069827455,Iris-setosa
+3,5.422208027214497,3.9,1.2454377179194884,0.4881537730281845,Iris-setosa
+4,6.876870725572436,3.209990882285196,5.750023969144024,2.3119281571946098,Iris-virginica
+5,4.595504860739593,3.5934389410726184,1.0000007590062718,0.20123715429524106,Iris-setosa
+6,5.565683547747694,2.4429161166240747,3.7316164529158,1.008419734300932,Iris-versicolor
+7,5.758934357835381,2.7010297073912675,5.138812031469924,1.902025151602707,Iris-virginica
+8,5.331519762092941,3.8999995838848487,1.271433578894125,0.5450770572514142,Iris-setosa
+9,7.250280464094404,2.8781243146149422,6.2759873588101085,1.7838582916638983,Iris-virginica
+10,6.087642081179739,2.5861895443508915,5.595250898422713,1.4039715616376738,Iris-virginica
+11,6.652402399378091,3.2783675632597657,5.71896042687569,2.4999996162513654,Iris-virginica
+12,6.274184653550681,3.319974798999434,4.691966500078241,1.5897615329520907,Iris-versicolor
+13,5.955025484267651,3.0,5.1130162329893,1.7622182589558355,Iris-virginica
+14,6.786949856060426,3.0,5.533697875850693,2.08837057083472,Iris-virginica
+15,4.774934389439433,3.4033185359929017,1.5155239025073601,0.20348944452924614,Iris-setosa
+16,6.260782360354577,2.4969538693685487,5.101420098248642,1.894479124208479,Iris-virginica
+17,6.47581252052011,3.0,5.800628292978653,2.2312876229757075,Iris-virginica
+18,5.365000776269557,3.9,1.2615165260705834,0.534847488676593,Iris-setosa
+19,4.913005872396145,2.393036370283816,3.224549353332069,1.0238941399536665,Iris-versicolor
+20,6.507293418488379,3.191464237487387,5.058318298649988,2.0049496805555664,Iris-virginica
+21,6.669370550080498,3.347865474187576,5.683217783987634,2.5,Iris-virginica
+22,5.356522355920723,3.899999278295611,1.2554490356049217,0.5662805198119911,Iris-setosa
+23,4.5833587672363505,3.619963549998335,1.0000003717785548,0.20190602209827177,Iris-setosa
+24,5.336861101900948,3.899999429128816,1.2587758200427446,0.4273294586564427,Iris-setosa
+25,5.813315399284763,2.718209175736182,5.122381827717862,1.877877635101775,Iris-virginica
+26,5.090913532340607,3.7684598065985195,1.605242560373924,0.21145457139045964,Iris-setosa
+27,5.309679586042076,3.677946608291672,1.4980597880166278,0.19914457637285626,Iris-setosa
+28,5.948448388049521,3.4048218440919364,4.465170479124703,1.545022785046494,Iris-versicolor
+29,5.71009718912252,2.763834659152952,4.532528626252829,1.303597427053876,Iris-versicolor
+30,5.390423025630301,3.9,1.25367776504216,0.4981056576791937,Iris-setosa
+31,6.156494732793897,3.3161049167631584,4.701780541421066,1.5921761397548806,Iris-versicolor
+32,5.3183016767690745,3.6902840351169,1.5298157868958937,0.2037209433432486,Iris-setosa
+33,5.908396246573902,3.0,4.202194233189596,1.504212887525735,Iris-versicolor
+34,5.0796309144315535,3.515656109449456,1.4018518541573242,0.19890231541196307,Iris-setosa
+35,5.594828545748836,3.0,4.524884006935444,1.5002276131641772,Iris-versicolor
+36,5.559139357198519,3.767373523541029,1.4880953320255474,0.25623773658747856,Iris-setosa
+37,6.707441144944413,3.139396697576885,4.6630212412539,1.5108584791489428,Iris-versicolor
+38,6.105802390274997,3.233054279525255,4.488032187490484,1.513454934274829,Iris-versicolor
+39,6.012043464684977,2.8497816121469937,4.700925131303689,1.5107424772987796,Iris-versicolor
+40,6.8586167429449905,3.2098607105276593,5.748706550619097,2.299708800996791,Iris-virginica
+41,5.000448691750151,3.373492683308262,1.6926807611006953,0.3679798721611055,Iris-setosa
+42,7.752315486318781,2.5499800373321673,6.9,2.344529282729445,Iris-virginica
+43,5.157954859225212,3.785639538690435,1.4918102128209543,0.2055657646264398,Iris-setosa
+44,5.357042257197088,3.4061660370028948,1.4919935015952515,0.39422867868740147,Iris-setosa
+45,7.604033631926843,3.0,6.635386528175316,2.065769878945765,Iris-virginica
+46,5.074418671842354,3.8011119433706853,1.4882100655999864,0.2035341145016007,Iris-setosa
+47,5.554144679153767,2.6391390995765427,4.43727440180727,1.2039416561824752,Iris-versicolor
+48,4.871725334101348,3.0750673673934354,1.486642812026937,0.1,Iris-setosa
+49,4.591987738582616,3.590471446383131,1.0000004043636472,0.19838672081922848,Iris-setosa
+50,6.277706465107857,3.303135335369874,4.606132985968851,1.6066031123180124,Iris-versicolor
+51,6.671390559438469,2.4841975763840463,5.76931949607231,1.7908134111039349,Iris-virginica
+52,4.977143663346138,2.4453870017517803,3.1801324701514493,1.0201818165077967,Iris-versicolor
+53,5.8510005903755316,2.691471373140253,4.090186312047614,0.8704927951389114,Iris-versicolor
+54,5.358331307460082,3.9,1.2760297124302675,0.4393678474769662,Iris-setosa
+55,5.99455501556903,2.9512648846922738,4.456887393912744,1.493962843225002,Iris-versicolor
+56,4.623829034743779,3.591600979842875,1.0000004536505411,0.20717867675567736,Iris-setosa
+57,5.1205310379165985,3.792880331663722,1.6001129385133999,0.2025644747101226,Iris-setosa
+58,5.576331090611599,3.0,4.476226649819012,1.4688818408954576,Iris-versicolor
+59,5.984213690116351,2.7267009645784173,4.947455106297602,1.6014525441682508,Iris-versicolor
+60,6.0263381414215305,3.0,4.334202591492507,1.493807633343797,Iris-versicolor
+61,5.909029099013026,2.8889946353551506,4.408055125233495,1.291393661270559,Iris-versicolor
+62,5.353931576163606,2.633276778055992,4.205246540314289,1.2226896308252804,Iris-versicolor
+63,6.105838188072385,3.1124286063144164,4.593893861060801,1.4904730163255342,Iris-versicolor
+64,4.777670980933725,3.0,1.393060187051109,0.3745646003207966,Iris-setosa
+65,5.718396302516481,3.775224240876526,1.498323834491161,0.3186305649407578,Iris-setosa
+66,6.260792417402378,2.253474948966681,4.38205763073049,1.3346606010956101,Iris-versicolor
+67,4.89216122183452,3.118479811436389,1.4932521090285955,0.1,Iris-setosa
+68,6.821345218747794,3.235464764584021,5.670942528016491,2.307342957593654,Iris-virginica
+69,4.616732744702383,3.4157876196362564,1.4026697388192473,0.45567294521324664,Iris-setosa
+70,6.890184426797871,3.1068363151553617,5.155774155365211,2.3044926913929458,Iris-virginica
+71,5.191413314032467,3.7914600690542684,1.4935469245143158,0.2131395049841145,Iris-setosa
+72,6.685636349746604,3.2654789966669604,5.734571309335828,2.1168004057043794,Iris-virginica
+73,5.938071629954218,3.355842821722713,4.493598755208267,1.5363231176165877,Iris-versicolor
+74,6.236359702745849,2.206135302519939,4.502589021789106,1.4899512677082718,Iris-versicolor
+75,5.521977092998607,2.6057900296588987,4.399894830138895,1.1253412704363046,Iris-versicolor
+76,5.028089518217425,3.385134609830836,1.4977850188676045,0.3707343900253307,Iris-setosa
+77,4.907522750342252,3.0,1.4029340676127342,0.20089602529343165,Iris-setosa
+78,6.2604359509423855,2.858692481789602,5.580258527181077,1.7405975790483716,Iris-virginica
+79,5.584756119233222,3.0,4.439318646674907,1.499159033238555,Iris-versicolor
+80,7.280935836036813,2.901034139466192,6.222288303997204,1.7713311673119578,Iris-virginica
+81,5.225229684983356,2.7500598119671573,4.01457319398153,1.4109830331126456,Iris-versicolor
+82,7.899998156517777,3.7963639772962194,6.315668696441552,2.009103727089852,Iris-virginica
+83,5.852325811373538,3.0,4.215559524121926,1.4960680662866865,Iris-versicolor
+84,5.383117349061266,3.394337096861621,1.514181792129709,0.23991683628699895,Iris-setosa
+85,6.676717050405391,2.477620258389108,5.890744601024407,1.8148529401695812,Iris-virginica
+86,5.5272226869761445,3.0,4.4293754825032625,1.5046335833060371,Iris-versicolor
+87,5.97314247811685,2.7425914645785268,5.014895388576363,1.5820918750658584,Iris-versicolor
+88,7.9,3.7941189796220423,6.462247869267092,2.0256963292506676,Iris-virginica
+89,7.718358112331777,2.813883359649296,6.693413713373722,2.007739865593747,Iris-virginica
+90,4.78670661268348,3.4242747791467765,1.4653093931363945,0.21238933298353563,Iris-setosa
+91,5.027228476396563,3.574578605847006,1.4015060280261165,0.19949574459669026,Iris-setosa
+92,5.728328714394826,2.8512540963185535,4.253868092903132,1.226759119630185,Iris-versicolor
+93,6.849587297535257,3.085396004667646,5.064448331722344,2.2925053756923264,Iris-virginica
+94,5.372138473118791,3.4085370336933125,1.542310749262949,0.20133114923014847,Iris-setosa
+95,5.121265758289308,3.8127468718907673,1.4915692512248722,0.20175915627324698,Iris-setosa
+96,6.388076386116654,2.8878609511830877,5.566355238709138,1.7960805627962866,Iris-virginica
+97,6.052523429237791,2.7805602617091836,4.4351689052643355,1.1399959449679689,Iris-versicolor
+98,5.483242597975241,2.561225948956015,4.34751609717384,1.1854121253084744,Iris-versicolor
+99,6.92774703081324,2.6258182887287145,6.070292269062137,1.8278276830712885,Iris-virginica
+100,5.812280490008756,2.893992344881868,5.188198164012034,1.878580441436516,Iris-virginica
+101,6.711068280897945,3.314217600970978,5.70879326114175,2.4999996270061384,Iris-virginica
+102,5.37081353421063,3.899998967520556,1.248164061966949,0.48706425154145877,Iris-setosa
+103,7.723371226415383,2.7908547157556045,6.703571199832186,2.021835230595873,Iris-virginica
+104,6.948440498549238,3.094351798996449,5.17294295623775,2.3011115782612572,Iris-virginica
+105,6.807431910431457,3.0,5.379322135982113,2.171088855988281,Iris-virginica
+106,5.571074292470567,3.0,4.497435257594516,1.5123223337609581,Iris-versicolor
+107,7.899998789967248,3.816145221055085,6.36028824090809,2.0494143054684115,Iris-virginica
+108,5.630872170498517,3.0,4.548566323553365,1.5017239173277113,Iris-versicolor
+109,4.906683742895874,2.360782671110455,3.446868377904142,1.0257251718971256,Iris-versicolor
+110,6.0153206003751345,2.1905797782176637,5.0561744117797565,1.5027757088910372,Iris-virginica
+111,4.57747412824132,3.6010258248737474,1.0000010667590082,0.19154103026713204,Iris-setosa
+112,6.798466275687355,3.215309511741825,5.777755747214354,2.3135391277777804,Iris-virginica
+113,5.574279686795957,3.0,4.4745260623871514,1.5010654252377658,Iris-versicolor
+114,6.2114611141618825,3.3180903621131117,4.687461880497315,1.6088322918725706,Iris-versicolor
+115,5.33413727802955,3.8999995429926164,1.292681586497066,0.49938901470443015,Iris-setosa
+116,5.780317578787218,2.683835159008299,5.065368458571761,1.860288893995136,Iris-virginica
+117,5.922221945302408,2.9991487987916443,4.382009181185884,1.345218402040004,Iris-versicolor
+118,6.8108504046725225,3.214928751276034,5.860550730534025,2.3141616310218827,Iris-virginica
+119,6.192532404555081,3.3471474981845573,4.623040734480133,1.5701551309524955,Iris-versicolor

iris/tab_ddpm/3/17/test.csv

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

iris/tab_ddpm/3/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/17/val.csv

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

iris/tab_ddpm/3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.797110878451621,6.324381794684721,2.0250520585455742,Iris-virginica
+1,4.832356187746156,3.396074235070582,1.510830260393418,0.199849159996344,Iris-setosa
+2,5.2118690228297035,2.702598536095298,4.0245461125685855,1.3928878049099886,Iris-versicolor
+3,6.724640620887248,3.0952072871436904,4.6759070551862605,1.4779656205969156,Iris-versicolor
+4,5.09574543616189,2.5027502626260056,3.2185776314914145,1.1016595006230394,Iris-versicolor
+5,5.1269338431678015,3.4785429168313486,1.3724374053512673,0.20403598414532764,Iris-setosa
+6,5.707903638846338,3.8062741951694377,1.4987950435289439,0.2948643472665289,Iris-setosa
+7,5.08827208248687,3.5086056795542535,1.408614446826592,0.19965816858826152,Iris-setosa
+8,5.061967724217779,3.535985067108739,1.4045076869691853,0.19955702165064448,Iris-setosa
+9,6.816287765907011,3.208053851817474,5.759383394788019,2.2671585845533717,Iris-virginica
+10,6.98363355597894,3.221800908780326,5.765517910001922,2.3106514514793344,Iris-virginica
+11,5.30943127442499,3.695108836814797,1.4995313268780377,0.20850281827337702,Iris-setosa
+12,7.899998622502433,3.810215072084672,6.273567469000332,2.0113324991569965,Iris-virginica
+13,5.588490782623515,3.0,4.175040181041923,1.3061001505205432,Iris-versicolor
+14,6.253137841170064,2.2707570134642707,4.385299025701309,1.320367546382102,Iris-versicolor
+15,6.483357519590648,3.0,5.79789375867059,2.251195932047222,Iris-virginica
+16,7.713725005043103,2.8172291602837527,6.708439435861279,1.9853966891335932,Iris-virginica
+17,6.183469429908609,2.5461314824509933,4.729588952738439,1.5050930734631123,Iris-versicolor
+18,6.805461572711265,3.217302428132625,5.7626368561617465,2.2962181786235782,Iris-virginica
+19,7.9,3.792380740426409,6.3511965681892635,2.0736250644914347,Iris-virginica
+20,6.685589639177353,3.289923371385621,5.669937368005046,2.49999961261851,Iris-virginica
+21,6.8303393103845185,3.2288125850181704,5.743693918220833,2.2885750600286836,Iris-virginica
+22,6.670054252749471,3.2864523569583923,5.6736656852733,2.499999549427573,Iris-virginica
+23,5.770040085023059,3.8037333054888176,1.5003858480107384,0.29998937525579833,Iris-setosa
+24,5.554616535135098,2.454332277947622,3.7943773547894506,1.0176070806965232,Iris-versicolor
+25,6.450438551021476,2.9184546593290337,4.303876414972915,1.3060851329137644,Iris-versicolor
+26,5.350715203811808,3.4003005441839584,1.4912914808635946,0.3861740794732227,Iris-setosa
+27,5.256989233997735,3.745328644259774,1.5050543412854975,0.20161568670336757,Iris-setosa
+28,6.4944481599879325,3.0,5.797502812854934,2.2150823272074973,Iris-virginica
+29,7.712662416758574,3.0,6.674673100732957,2.1253899509101215,Iris-virginica
+30,6.687558320094331,3.358848693841726,5.657712573950093,2.5,Iris-virginica
+31,6.612536373308818,3.3319350853167684,5.702593577001226,2.5,Iris-virginica
+32,6.021275864904317,3.4063216095469584,4.498308507924671,1.617119908218763,Iris-versicolor
+33,6.322852068633816,2.5091146088907585,4.9379821038402625,1.5155730792018647,Iris-versicolor
+34,5.832018472023062,3.0,4.22572425597537,1.4819677735349555,Iris-versicolor
+35,5.548101410740117,2.648557109203204,4.468598490783082,1.213201259775191,Iris-versicolor
+36,6.71096688639493,3.2785744405985175,5.664872013110349,2.181218897113436,Iris-virginica
+37,6.311294636944335,3.3046174114737066,4.709122695978798,1.5987535200886982,Iris-versicolor
+38,5.104955937371419,3.712575670447968,1.5698871771425724,0.41032213132245254,Iris-setosa
+39,5.554661761718765,3.0,4.468733872646664,1.4892840633006454,Iris-versicolor
+40,4.826069556155528,3.3887931731711767,1.7952261869243344,0.20482415836242965,Iris-setosa
+41,6.317676700419889,2.900283956476852,5.60783281593354,1.8284225452681928,Iris-virginica
+42,6.352712318642246,3.3695120193017236,5.609470500667903,2.3798918864883185,Iris-virginica
+43,5.0995133942536155,3.5571814449184846,1.4048883660179847,0.19686458620220673,Iris-setosa
+44,6.8311450536282745,3.066304268715393,5.76025173462838,2.167731905162034,Iris-virginica
+45,5.113364177571042,3.801523694774167,1.4999414198581016,0.2001337081047135,Iris-setosa
+46,5.779924607542827,2.745021145615851,4.278695541462268,1.0318936200227409,Iris-versicolor
+47,4.785409935873776,3.0,1.4012160686239366,0.28239482353647527,Iris-setosa
+48,4.812916833166083,3.398973802324914,1.7323507164096617,0.20090635086133618,Iris-setosa
+49,6.250372459102039,3.3039248727115282,4.688193848924247,1.6159159958106777,Iris-versicolor
+50,5.665707203920497,2.487818204960784,4.012986946080018,1.0759964303713843,Iris-versicolor
+51,4.855081326037462,3.3655310471436244,1.4994209588984233,0.20154121178576645,Iris-setosa
+52,5.143879311300652,3.705109028320419,1.7682406102548818,0.4394755447035048,Iris-setosa
+53,4.612664593279345,3.5988253484946418,1.0,0.20158274100988338,Iris-setosa
+54,5.110019552313627,2.5037940618919574,3.276188153261203,1.119030808757993,Iris-versicolor
+55,5.559394015410414,2.900832641288346,3.684460155471402,1.3062698636626477,Iris-versicolor
+56,6.8038729341804665,2.7882698065101006,4.727226441424944,1.407954537997625,Iris-versicolor
+57,5.7081768086447155,2.890775415045348,4.152924749592857,1.3042964011899814,Iris-versicolor
+58,5.329255292124088,3.9,1.2203134361722736,0.4694834283645296,Iris-setosa
+59,5.091863808076035,3.8028681762519394,1.6204308152845974,0.20386844988501782,Iris-setosa
+60,6.799069544227219,2.841473622594534,4.781313977714572,1.3982855381022177,Iris-versicolor
+61,6.03841043137442,2.9295346990568625,4.520260242112848,1.4660565517548663,Iris-versicolor
+62,5.179757547686621,3.475975195419747,1.403184093925362,0.19952034411567154,Iris-setosa
+63,7.718248924699635,2.58045896030382,6.899998990877864,2.326354970599591,Iris-virginica
+64,6.3065967304967625,2.292696751150709,4.393803822482179,1.3087902640160751,Iris-versicolor
+65,4.799873790914646,3.0,1.4023468024529302,0.10000009419335663,Iris-setosa
+66,4.400000456445639,2.9081055209505413,1.4008545527292922,0.20142119106573425,Iris-setosa
+67,6.544900770292562,2.985844686795396,4.374642030678784,1.3781295375792644,Iris-versicolor
+68,6.81635981973287,3.1780356808425636,5.869445247329943,2.3116888710885934,Iris-virginica
+69,5.092342209804704,3.703975681297381,1.4925508725366412,0.4106209223093109,Iris-setosa
+70,6.6762451628345065,2.5058203393759446,5.767309775490512,1.7812372556422462,Iris-virginica
+71,6.689588873739535,3.077257976857032,4.682300567378059,1.5034867014106739,Iris-versicolor
+72,6.623201999547429,3.311155901599214,5.702324773870105,2.4999995789499074,Iris-virginica
+73,6.4321367245906655,2.902604401603831,4.34811655520016,1.3099009288015913,Iris-versicolor
+74,6.013336121369889,2.58466771484858,5.0869259864520515,1.86492083256227,Iris-virginica
+75,7.5178965178371095,2.882340384613799,6.558860319942135,1.8943349207642113,Iris-virginica
+76,6.668759117828014,3.3121243796097506,5.646741424145012,2.5,Iris-virginica
+77,7.665905520373728,2.951893443872368,6.651084787879723,2.071180856915917,Iris-virginica
+78,5.1008655934538,3.4854786649652376,1.3839434235028087,0.29333442367352464,Iris-setosa
+79,5.882267567690525,3.0,5.071993014375328,1.7748740495670412,Iris-virginica
+80,6.300729353955329,2.3325459673373827,4.420048850415448,1.270837921530776,Iris-versicolor
+81,4.400000663909086,3.177014772462672,1.2657343657401114,0.19783332771635215,Iris-setosa
+82,6.833562152535005,3.1098242923840886,5.1277223036916615,2.2981832713848482,Iris-virginica
+83,6.698637218,2.5030699034198842,5.98982886862935,1.8089966193492888,Iris-virginica
+84,5.623637551655153,2.744242777681763,4.489390351753302,1.3012646130258805,Iris-versicolor
+85,5.425046804781777,2.604639001013027,4.406556039509374,1.1836478058410056,Iris-versicolor
+86,5.437500563347987,3.9,1.2160533777752782,0.3979613887513357,Iris-setosa
+87,7.899997821240014,3.799942336943246,6.339453912331013,2.055858792955508,Iris-virginica
+88,6.730923786243334,3.265650239341302,5.733341699375887,2.1081375759238936,Iris-virginica
+89,4.849696321949146,3.071781427200193,1.4889477765766883,0.1000000902442493,Iris-setosa
+90,5.496050386875886,2.611097780296639,4.392786295933624,1.2124036427931144,Iris-versicolor
+91,5.872946792722215,2.745029924157033,4.295680533206113,1.1096877160915715,Iris-versicolor
+92,5.1573913581050865,3.772400240046461,1.6231084870418977,0.19952380167456019,Iris-setosa
+93,4.400000638554723,2.97442197907753,1.3869184643248376,0.19120191156421107,Iris-setosa
+94,5.8681932002109845,3.0,4.2341237917205605,1.4965968557986877,Iris-versicolor
+95,5.199869327954283,2.5171682139296254,3.331556132086706,1.0940994150253105,Iris-versicolor
+96,6.069678287524347,2.7762338100938972,4.296240462058676,1.1149804749759733,Iris-versicolor
+97,4.8232460084665565,3.0,1.3918168265840456,0.10000009272688115,Iris-setosa
+98,5.621189513240706,3.0,4.179840394793379,1.284009745330664,Iris-versicolor
+99,4.481754587180383,2.2791977768887763,1.298429953740858,0.29040408967543924,Iris-setosa
+100,4.866567390075109,3.115187263824266,1.4715619417347736,0.10000009263004049,Iris-setosa
+101,5.1013787605133185,2.4999995364229917,2.8924382209380486,1.0618866555414992,Iris-versicolor
+102,6.2332154500569565,2.48280959408609,5.016908549993619,1.8778596526087965,Iris-virginica
+103,6.603338801540413,3.3323951484250385,5.686817330940537,2.5,Iris-virginica
+104,6.478707327118443,3.0,5.798624649969973,2.201118821161067,Iris-virginica
+105,5.723999299461315,2.7419481940453907,4.387960950805711,1.110758494569645,Iris-versicolor
+106,5.687631885981452,2.863894113379299,4.231460693505868,1.2425243650452835,Iris-versicolor
+107,5.882610050757357,2.7338863327922693,5.232136683489825,1.9313633487523925,Iris-virginica
+108,5.375858553756861,3.7583245452912526,1.5660091089665642,0.3503782900710899,Iris-setosa
+109,6.903936191847818,3.1941200830053713,5.76369961095951,2.3227978820734436,Iris-virginica
+110,4.4,2.9139466310553503,1.4017203026719163,0.19524593131471052,Iris-setosa
+111,6.068363699940902,2.2370444311265,5.081768418935406,1.5129861909022937,Iris-virginica
+112,5.4076137449194,3.899999019437586,1.255817802598697,0.3322338788595307,Iris-setosa
+113,5.856349524488025,3.0,5.087445729776323,1.8117028806352589,Iris-virginica
+114,6.642234086282281,3.2807819884852263,5.6579815575396415,2.499999569334107,Iris-virginica
+115,6.661514202323304,3.3254956513462113,5.681264991645519,2.5,Iris-virginica
+116,5.945285705290536,2.7353815477161056,4.442374281562832,1.116404869613104,Iris-versicolor
+117,5.3034498792710805,3.899999493190077,1.2674795150851952,0.5305198489349112,Iris-setosa
+118,6.18648516786203,2.57877095262288,5.4057108201184105,1.8413483450607508,Iris-virginica
+119,5.042621150696247,3.5072299130889193,1.3955751319299612,0.19523450746763804,Iris-setosa

iris/tab_ddpm/3/18/test.csv

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

iris/tab_ddpm/3/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/18/val.csv

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

iris/tab_ddpm/3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.115694941334387,2.5811897042608987,5.59351199063442,1.393396962268883,Iris-virginica
+1,5.114074070854913,3.4997201244436345,1.3720470897898502,0.3274787974256558,Iris-setosa
+2,7.319315535399862,2.861415076202479,6.271938425590896,1.7904623068345837,Iris-virginica
+3,5.892638975546153,3.0,5.108747657858276,1.793380376137328,Iris-virginica
+4,6.753982865925766,3.250207783442619,5.828728735188434,2.3088772897517833,Iris-virginica
+5,7.663153605410273,2.858623526431812,6.653868710196155,2.0136324650901054,Iris-virginica
+6,5.115278533122933,3.4866756141023894,1.4111692299908805,0.31648839042039895,Iris-setosa
+7,6.483642431976466,3.0,5.511046538777202,1.798399826370318,Iris-virginica
+8,6.786183897251665,2.8009863206515173,4.80705364782742,1.4066520841594814,Iris-versicolor
+9,6.8087507368993565,3.185297096642872,5.986606332878488,2.2936766331464544,Iris-virginica
+10,4.900871370639833,3.091734129392721,1.719867496599532,0.1,Iris-setosa
+11,6.011024315549064,3.4079450982830903,4.4696444188584925,1.6266459406098992,Iris-versicolor
+12,5.572156145317589,2.634616141894129,4.4117050155323545,1.2454612792091373,Iris-versicolor
+13,6.074731245113982,2.6659664470295197,5.0795136024005725,1.5652128450823053,Iris-versicolor
+14,7.720386875234509,2.812574918713135,6.716925614230338,2.033945359081917,Iris-virginica
+15,5.34953963902503,3.9,1.2311568334577339,0.47152243608612465,Iris-setosa
+16,6.061799002500703,3.0,4.575027536332354,1.3955377389339636,Iris-versicolor
+17,5.728172451707817,2.6854122818695934,5.056956150002106,1.9084183842843416,Iris-virginica
+18,6.421739390223463,2.892250529890386,4.345152829756319,1.3026921546610688,Iris-versicolor
+19,5.908038841141736,2.708647487871167,5.128212834669398,1.8925500335503136,Iris-virginica
+20,6.2870052130535115,2.9124348076468043,5.615347101327829,1.8371331959019708,Iris-virginica
+21,6.061862831809139,2.5793446627634005,5.609684237202434,1.4020374490137462,Iris-virginica
+22,5.376414547700156,3.899999445333652,1.2816843545279386,0.4371517561912942,Iris-setosa
+23,4.819613942631927,3.395468551090975,1.4968513531496135,0.1981391694840508,Iris-setosa
+24,6.63529014773991,3.33041311648268,5.709901124807193,2.4999996310689396,Iris-virginica
+25,7.293957340607577,2.9127799812826143,6.20281747147746,1.8251291821564508,Iris-virginica
+26,6.631041864401939,3.3224324173229762,5.670106936443286,2.499999593937908,Iris-virginica
+27,5.611347229526488,2.7132632847385025,4.4658134982799105,1.2345371037427746,Iris-versicolor
+28,5.855781716287371,2.7059630663950713,4.161035385259194,1.014070937238432,Iris-versicolor
+29,6.647495196490077,3.3476552819437773,5.677205215120595,2.5,Iris-virginica
+30,6.7064920668151276,3.275864955830059,5.682486075099123,2.2933937511178235,Iris-virginica
+31,7.657265259183053,2.579868209498812,6.899998952436992,2.28692747192311,Iris-virginica
+32,6.288686886474451,2.5005567170191814,4.980382304396773,1.8721013895660992,Iris-virginica
+33,4.60723267410205,3.595989530118505,1.0,0.19949721227319672,Iris-setosa
+34,6.9137656079664405,3.2194262981979938,5.702980702380034,2.3037069820517075,Iris-virginica
+35,5.079691582891624,2.4925656068159494,2.9521989067432903,1.0828431798598606,Iris-versicolor
+36,6.834812113491976,3.0236946312730546,5.349702675191103,2.2421386622040393,Iris-virginica
+37,5.0194549093124,3.5563850065021634,1.39907133483194,0.19815364825174875,Iris-setosa
+38,6.3580261200026165,2.9315796731758232,5.588838520784851,1.8143868950644189,Iris-virginica
+39,5.343728156861645,3.9,1.2259849585669813,0.47588832378681584,Iris-setosa
+40,5.262228400501181,2.676426651831114,4.217339046868654,1.4202994317387603,Iris-versicolor
+41,6.276407189777837,3.3856894853843458,5.6346135259673416,2.393549042184966,Iris-virginica
+42,5.118883526227695,3.4935901933089646,1.400908235697242,0.2946108866021606,Iris-setosa
+43,5.626341616119871,3.0,4.4734520421510675,1.5038467713121775,Iris-versicolor
+44,5.899878025435045,3.0281812168993936,4.346599862340957,1.5069137298158124,Iris-versicolor
+45,5.398737405248386,3.417593853884369,1.6992892775766943,0.20458592885193155,Iris-setosa
+46,5.376528832273574,3.8999992756735633,1.3032517371414345,0.4169451707191837,Iris-setosa
+47,5.11192707350207,3.5054628635280864,1.4022217824215482,0.19490494233794228,Iris-setosa
+48,5.068238737809022,3.5089054923221203,1.4068453424345797,0.2029516376247556,Iris-setosa
+49,5.90659217610603,2.715749441177351,4.158534169104698,1.0016552661228981,Iris-versicolor
+50,7.7185150993285845,2.5808614988587637,6.899998455482434,2.3765870337894355,Iris-virginica
+51,6.7190993829933605,3.236641911453468,5.6745555209425955,2.499999488774664,Iris-virginica
+52,5.406128451299874,3.3888335916272236,1.6004316344441405,0.42102545395641344,Iris-setosa
+53,5.6064146604156075,3.0,4.465953007712633,1.4864684128371535,Iris-versicolor
+54,6.80779481945294,2.7667005287525273,4.826666337047895,1.392091581486386,Iris-versicolor
+55,6.700716282305217,2.503858921272094,5.80367933202075,1.7770504874565018,Iris-virginica
+56,4.793654868686319,3.0,1.3794385496458985,0.3208933567616683,Iris-setosa
+57,5.9826318210509015,2.9133540183582327,4.505193609877928,1.4892780155176648,Iris-versicolor
+58,5.009963563046185,2.0000009192247057,3.6522323210165983,1.0881207922853278,Iris-versicolor
+59,5.334524312765086,3.899999058242631,1.3054181891558316,0.3566141819268253,Iris-setosa
+60,6.404405309165841,2.8783887655319385,4.318078886175542,1.2857983987673562,Iris-versicolor
+61,7.9,3.8152496890218432,6.41225765674475,2.0556551771880933,Iris-virginica
+62,6.064863461158852,3.400401886147492,4.599946731814608,1.6307763823182606,Iris-versicolor
+63,5.059766061772998,3.5086572000453957,1.3867374884918313,0.19907639868850902,Iris-setosa
+64,7.371789849563843,3.0,6.288590010907521,2.113949896653811,Iris-virginica
+65,7.710026144701107,2.7768248842170005,6.68616858168485,2.025558892517446,Iris-virginica
+66,5.041918342788871,2.4435933094620492,3.1404666547161497,1.0316139975734937,Iris-versicolor
+67,5.070400535547923,3.4926572802962315,1.4009215073633547,0.19954543140577208,Iris-setosa
+68,5.909086652303743,2.938548648067475,4.499291074122809,1.5232898527235976,Iris-versicolor
+69,5.719167274618116,2.8267876059395713,4.517224085807422,1.3155795794679712,Iris-versicolor
+70,6.940168483426864,3.1016038773868324,5.075817188588717,2.2993386179596875,Iris-virginica
+71,6.330740818194118,2.4515038722045395,5.051314522505686,1.8921756313655835,Iris-virginica
+72,5.988921984133561,3.4075331218498506,4.515372807786967,1.6029470702054731,Iris-versicolor
+73,7.67012717024288,3.0,6.661021307206818,2.0993246786124304,Iris-virginica
+74,7.7118100042069715,2.799539298658787,6.671331309231492,2.0010046471866674,Iris-virginica
+75,4.908726574548658,2.406102116980043,3.2584929631741044,0.9759212669646977,Iris-versicolor
+76,5.743405108521036,3.0,4.304263452156321,1.343449330552563,Iris-versicolor
+77,7.3019577087693115,2.900161126677882,6.251994845022513,1.8120691445873442,Iris-virginica
+78,5.5863003361228465,3.0,4.137531562047476,1.3087802666447956,Iris-versicolor
+79,5.7015001475432285,2.875246775012482,4.225647944190074,1.2818524962129205,Iris-versicolor
+80,6.502424292323722,3.0,5.785824942886237,2.2199780762899017,Iris-virginica
+81,6.214317990469596,3.322710303574322,4.659649165112565,1.6175829152711212,Iris-versicolor
+82,4.855225707076457,3.001250542583244,1.4465449147317924,0.1000001173667685,Iris-setosa
+83,4.977578236975142,2.4390651282223867,3.0410856483253212,1.0230967868133127,Iris-versicolor
+84,6.007054778670578,2.913792261616863,4.523567303656735,1.481615662623257,Iris-versicolor
+85,4.611692559619127,3.590229137041208,1.0000004343090854,0.2001284425542962,Iris-setosa
+86,5.2461384439448855,3.7641880664178458,1.5702109357732394,0.20246865966786887,Iris-setosa
+87,5.551220925983447,3.0,4.4646366475966515,1.4958259303468537,Iris-versicolor
+88,5.771156583357447,3.0,4.39204550114312,1.5004054783172247,Iris-versicolor
+89,5.618165157914154,2.474562990088543,3.927471956721828,1.0722941405460475,Iris-versicolor
+90,6.4472441646170076,3.3687477642821992,5.665208094479496,2.388690443395492,Iris-virginica
+91,5.308884806591984,3.9,1.243865990539157,0.574973140267949,Iris-setosa
+92,5.618025950942217,3.0,4.495485664980429,1.4858102998601406,Iris-versicolor
+93,5.62425492207765,2.535565825602227,4.2411834366497105,1.1278198608398144,Iris-versicolor
+94,6.921554895520376,3.2332366671928887,5.687631989623552,2.3178192067944487,Iris-virginica
+95,6.241493117887535,3.331586556824605,4.604333184513174,1.5769308282730674,Iris-versicolor
+96,5.7790524400384315,2.674009354128679,5.148095959125967,1.8765499910591679,Iris-virginica
+97,4.8827911995024325,3.0,1.4011825703248943,0.20441353800893325,Iris-setosa
+98,5.574351962835943,2.463287581494513,3.827364084432706,1.0726873111208397,Iris-versicolor
+99,5.333178776369092,3.9,1.254420211592072,0.45426618187503054,Iris-setosa
+100,5.030416900582724,3.5744785579362617,1.3873760886343576,0.19727633676473036,Iris-setosa
+101,5.9501507048840745,2.8153963776382103,4.671294798282136,1.5233902067188028,Iris-versicolor
+102,5.337646682243764,3.9,1.3151424189156378,0.4792074360949494,Iris-setosa
+103,6.362980918223742,2.4744428385699995,5.328840425927458,1.7649262491294249,Iris-virginica
+104,5.450508125158601,3.9,1.2507424337536683,0.581706446477291,Iris-setosa
+105,5.952169971655595,3.4057369098429358,4.432900954091031,1.6115352555288789,Iris-versicolor
+106,5.087039126112128,3.7037868280832242,1.4982801314118157,0.4246196239920502,Iris-setosa
+107,7.624843764234563,3.0,6.610447803245877,2.09770711319448,Iris-virginica
+108,7.319387049716739,2.885735941622941,6.343989335543413,1.798059036540384,Iris-virginica
+109,6.2361744103257655,2.3330519221924804,4.609992263139381,1.478107162594556,Iris-versicolor
+110,4.919961613449657,3.117341192973543,1.4882855511083857,0.1000001001265546,Iris-setosa
+111,5.246830331696245,3.6529728036051403,1.4908577050913623,0.20455841011051304,Iris-setosa
+112,7.213749340536746,3.0,6.10730752737379,2.0915247437693147,Iris-virginica
+113,6.336250319497884,2.2837939234176305,4.378060647139005,1.3078050515195476,Iris-versicolor
+114,5.351421899814185,3.9,1.2444891251696322,0.4989839196357728,Iris-setosa
+115,7.9,3.801564274341564,6.416917396989469,2.034219676794257,Iris-virginica
+116,5.963056502801403,2.8687001795193336,4.527934708024672,1.5005536922670526,Iris-versicolor
+117,7.262542974802903,2.864839988125207,6.269365290431098,1.7825754564156084,Iris-virginica
+118,4.601606486693041,3.388873168254592,1.402744461912715,0.2965552264527641,Iris-setosa
+119,4.788440652101899,3.0,1.3968608179256796,0.29535007401348673,Iris-setosa

iris/tab_ddpm/3/19/test.csv

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

iris/tab_ddpm/3/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/19/val.csv

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

iris/tab_ddpm/3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.132664601942014,2.304985498513154,4.966217924376593,1.6449734174008621,Iris-virginica
+1,4.594408411874474,3.640426755951634,1.0000003787593486,0.20258376956699908,Iris-setosa
+2,7.9,3.8178248999821425,6.346637537625561,2.0076115768577543,Iris-virginica
+3,6.85213047013012,2.7721378505523497,4.761267776148213,1.3868373761696489,Iris-versicolor
+4,6.293579363196868,3.3888381446783424,5.6356858889174095,2.3838606498868997,Iris-virginica
+5,6.258273511165813,3.3497025973087857,4.671270060496351,1.6145086314201778,Iris-versicolor
+6,5.19631073552052,3.3893937240291203,1.404084168835552,0.19959219809957263,Iris-setosa
+7,5.224424648290301,3.7165675819599953,1.4928862459530994,0.19911773699854227,Iris-setosa
+8,6.656214506292872,3.297940866523381,5.667186279993281,2.5,Iris-virginica
+9,5.8348268470418505,3.0,4.547624527546434,1.4764722920255107,Iris-versicolor
+10,5.455548534868641,3.899998961725539,1.290680340826225,0.5494740552718718,Iris-setosa
+11,7.9,3.8190726972651508,6.39100350766621,1.982876624242374,Iris-virginica
+12,5.914428351454299,3.0,4.083893691076625,1.5041556934725349,Iris-versicolor
+13,6.33977157001085,2.9126593429716205,5.555420995454386,1.7939461996867738,Iris-virginica
+14,5.784854412015253,2.664892967119206,5.117080586870599,1.911747132348322,Iris-virginica
+15,5.664454300501352,2.7514009238378083,4.455527008814031,1.2772021969196978,Iris-versicolor
+16,6.072809451934467,2.537261435846395,5.5785722953295505,1.404839076144504,Iris-virginica
+17,5.35131707014459,3.70014524354982,1.4991609853612786,0.20034121472804853,Iris-setosa
+18,7.737527841080238,2.586474882622521,6.9,2.318644262474141,Iris-virginica
+19,5.319702326024179,3.899999527797603,1.2601754101676228,0.4434075111778065,Iris-setosa
+20,7.735504021818499,2.5719658255487814,6.9,2.3202191164943247,Iris-virginica
+21,7.8999989241226105,3.8149339609518265,6.33789125229886,2.0293658330923434,Iris-virginica
+22,6.034936693012671,2.202445360818,4.989338883331326,1.5197304832807148,Iris-virginica
+23,6.289096796732262,3.3833635523414247,5.598144091670544,2.403036648196231,Iris-virginica
+24,5.48221049130359,2.604644398976957,4.355267102421075,1.1844232191540838,Iris-versicolor
+25,5.103341723704781,3.750928974583845,1.578915029514543,0.3358346893909322,Iris-setosa
+26,7.694829928449247,2.908507142034717,6.661140730535424,2.0667167272901645,Iris-virginica
+27,5.158484779253242,3.4721018295679937,1.4184748617976308,0.20201004564764746,Iris-setosa
+28,5.111418559840561,3.7089897181493288,1.5342691648646998,0.33251607848426606,Iris-setosa
+29,5.968734186765179,3.358713688461917,4.520401034707766,1.5836715655302323,Iris-versicolor
+30,4.400000523298032,3.2177210838110533,1.295105626781166,0.18490299209124894,Iris-setosa
+31,4.591290558155184,3.389670776494006,1.3877249247572496,0.2991002032550506,Iris-setosa
+32,5.61841249937984,2.472376730311192,3.9949642990742724,1.0646417522362905,Iris-versicolor
+33,4.906125052399015,2.418386915736184,3.343197592653319,1.0326559130870878,Iris-versicolor
+34,7.9,3.80094584581492,6.437177507766127,2.014372898886889,Iris-virginica
+35,5.688465614080062,3.0,4.202897169358941,1.3165763717523662,Iris-versicolor
+36,4.905770307402091,2.3889673277243526,3.4202577019781426,0.9723051493849821,Iris-versicolor
+37,7.9,3.8112594884467126,6.344463166165572,2.0509046636764636,Iris-virginica
+38,6.399023699621005,3.2645787315621706,4.699337498072319,1.5500869964651507,Iris-versicolor
+39,5.74154176786432,3.8038547770001667,1.4940398642874266,0.29382845453701023,Iris-setosa
+40,5.6883730940835395,2.8940644887955815,4.2843558102286785,1.3138867411364392,Iris-versicolor
+41,5.322941783702921,3.9,1.2572825398053928,0.4436650790241105,Iris-setosa
+42,7.4904696105530455,3.0,6.440584944727221,2.0909416735059847,Iris-virginica
+43,6.226045792302631,3.3262863013117605,4.670044507104074,1.5928240464128238,Iris-versicolor
+44,5.713374467378844,2.8962809027236753,4.215330787640146,1.307247432165643,Iris-versicolor
+45,4.937358626589646,2.4186073993479074,3.4292268436372897,1.0475750176799896,Iris-versicolor
+46,6.008083811931838,2.65070209523018,5.156588171873224,1.5980008263942926,Iris-versicolor
+47,6.089154702342333,3.383164597189963,4.561203394042933,1.6742441243711883,Iris-versicolor
+48,6.423499197645799,3.342926250921917,5.633239904441347,2.375155044143676,Iris-virginica
+49,5.0304168296436025,3.3881485724692197,1.620707208667232,0.42530911138448435,Iris-setosa
+50,5.736135726695939,2.818165622484874,4.201461125067501,1.2618267775840064,Iris-versicolor
+51,5.353062417746506,3.9,1.2151396321279602,0.3896049709422566,Iris-setosa
+52,5.310420865167781,3.9,1.24121552776773,0.429284671001713,Iris-setosa
+53,6.016432813176903,2.8544691259983703,4.596641159744927,1.503845221474167,Iris-versicolor
+54,5.428876985916322,3.4070694292517247,1.648178947448157,0.1955612426825275,Iris-setosa
+55,6.506322156702649,3.0,5.847661070850976,2.212082018130289,Iris-virginica
+56,5.4374571520777115,3.8999994516484366,1.24921482814576,0.3501072957860592,Iris-setosa
+57,5.75074889204262,2.7065206139267897,4.313715239229767,1.0987911147832812,Iris-versicolor
+58,5.193781914379088,2.7073785208454066,3.9078712224123704,1.4043939960591312,Iris-versicolor
+59,6.792064386064184,3.246414090992377,5.836050035978494,2.3207420769288425,Iris-virginica
+60,7.114092116171152,3.0,6.1315670771865785,2.163548352100384,Iris-virginica
+61,5.6984045839390065,3.0,4.451655821204082,1.4999350727500476,Iris-versicolor
+62,6.2932128668721745,3.306894839952127,4.683824228104152,1.596848772288432,Iris-versicolor
+63,6.0295149370415855,2.719951649601856,5.082289477681593,1.5884834564438879,Iris-versicolor
+64,5.316187054937155,3.757093477692915,1.613569671665624,0.22207962399903955,Iris-setosa
+65,5.3053313442834025,3.9,1.2625087769914685,0.4218712475029468,Iris-setosa
+66,5.581377391231446,2.9960860025281573,4.51159080295085,1.4861163781511801,Iris-versicolor
+67,5.924746390504288,2.845378239252783,4.60044659695375,1.5276439881425177,Iris-versicolor
+68,6.1008525695852445,3.36850974770138,4.601209669314922,1.5819602142929534,Iris-versicolor
+69,6.847378639269309,3.2124376466710216,5.714330761427109,2.3221334254457133,Iris-virginica
+70,5.138914081101329,3.4868480218157107,1.404197964921608,0.28013221767250424,Iris-setosa
+71,5.9826819868554795,3.4017429035204945,4.470126887621415,1.641263968244392,Iris-versicolor
+72,6.67119197089588,3.3055211210080877,5.660815945257789,2.5,Iris-virginica
+73,5.18669033220762,2.5093013336236787,3.1823525805079544,1.163617084633529,Iris-versicolor
+74,6.934899643105962,3.2192074813652973,5.676196702547935,2.3159576823504806,Iris-virginica
+75,6.076682213228254,2.6208547894585754,5.2771679319310465,1.8754707715840713,Iris-virginica
+76,5.133393643531965,2.6170390891907793,3.749761042123774,1.3500839163216583,Iris-versicolor
+77,5.6486896630107575,2.9927269864215758,4.177410611657402,1.301961963996887,Iris-versicolor
+78,5.010898402046649,3.582806924059399,1.380673888841392,0.19252550758853793,Iris-setosa
+79,6.284002089083382,2.474404341267253,5.089607056513714,1.7789545104378992,Iris-virginica
+80,4.880599357872439,2.4113254750754667,3.308513342396684,0.9696555261504882,Iris-versicolor
+81,6.668636167828841,3.089080371505934,4.68588735770259,1.4973572810334421,Iris-versicolor
+82,4.7931305129279975,3.0,1.3968441187642116,0.3357562814094517,Iris-setosa
+83,5.6008302758904875,2.4474608271001075,3.861661060080795,1.105662486822822,Iris-versicolor
+84,5.033017870058881,3.539758886597311,1.3687980089504048,0.20072612076028354,Iris-setosa
+85,6.666223568179396,3.2553839600885235,5.648456756480295,2.1181224689583598,Iris-virginica
+86,5.57408824450272,3.0,4.168659199097671,1.3056513220638029,Iris-versicolor
+87,5.234613445766285,2.706249901792433,3.997841891467954,1.3997420998368322,Iris-versicolor
+88,6.36545538456137,2.362209280778943,4.459490286431302,1.3298191662054442,Iris-versicolor
+89,6.779186743037522,3.2199895041921964,5.701812836573898,2.246780646378733,Iris-virginica
+90,5.518081845698446,2.5160871419353703,3.809546079692642,1.0762159687813955,Iris-versicolor
+91,4.903477673534032,2.3765596056365226,3.515879286168099,1.0075793619985107,Iris-versicolor
+92,5.22233448829821,3.3939728043454584,1.3888739919057116,0.2023145461665743,Iris-setosa
+93,5.954256752759465,2.704755139711692,5.041886709050367,1.5497343010046127,Iris-versicolor
+94,6.160646281679396,2.8132679257431352,4.604324911237833,1.207509703824719,Iris-versicolor
+95,6.011130198997088,2.7177459123002436,4.909050284334954,1.5608584259525653,Iris-versicolor
+96,6.100923082168949,3.127588815196164,4.574500767182505,1.5050786356855852,Iris-versicolor
+97,6.000773157341928,2.217110034669398,5.087241864482488,1.4968222946041905,Iris-virginica
+98,4.59229796425834,3.608089280712735,1.0000004159779228,0.18423397020401905,Iris-setosa
+99,5.2375234708651925,2.660135865209268,3.9398573359455926,1.3811565531484566,Iris-versicolor
+100,5.709146983978079,2.819619896976184,4.46776614909389,1.2883767475414194,Iris-versicolor
+101,5.597821584381089,2.5020237109255805,4.090730355257119,1.1054163486711386,Iris-versicolor
+102,5.556598355352925,3.0,4.484982048029094,1.4988231535901675,Iris-versicolor
+103,6.704035387893305,3.108540024108295,4.686640924335233,1.4932709774776325,Iris-versicolor
+104,5.92819983641427,2.7877642905751494,4.452847352900623,1.158884408917696,Iris-versicolor
+105,6.302252137667241,3.379675538543494,5.613694902437359,2.372936458469277,Iris-virginica
+106,4.4,2.916701073550413,1.4051405923109963,0.19305736626244568,Iris-setosa
+107,5.077948224615461,3.8041917274955726,1.4927498280600304,0.20290270554386727,Iris-setosa
+108,6.401217968825257,2.8802234618801843,4.270669171630504,1.3137560564928776,Iris-versicolor
+109,5.147894069088713,3.660249526843111,1.49676842307568,0.41498368230817795,Iris-setosa
+110,5.704585032617172,3.7956320391206786,1.4997987036535474,0.3358465585620286,Iris-setosa
+111,7.713739085567612,2.576642676255668,6.9,2.3205482698142714,Iris-virginica
+112,6.031221883599625,2.917121763847522,4.464238904588,1.4939192091727922,Iris-versicolor
+113,5.512958896522603,2.6134416731929693,4.449008429534646,1.2352458503062853,Iris-versicolor
+114,5.097964326006976,3.492226149460658,1.402477701787832,0.33431180406221317,Iris-setosa
+115,4.4,2.852947569258548,1.4099737618697823,0.1991882418588211,Iris-setosa
+116,5.208856941042127,3.41297440837209,1.4013194787148369,0.20429692289005816,Iris-setosa
+117,7.3359434921651205,2.8619981555994527,6.2216631481538895,1.797071375829362,Iris-virginica
+118,6.669216305168337,2.5038966020397035,5.7805811913753455,1.7896412779117257,Iris-virginica
+119,5.207239167016149,3.7594289344379668,1.4993931583632298,0.20364870144918726,Iris-setosa

iris/tab_ddpm/3/2/test.csv

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