a

iris/tab_ddpm/7_0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699709393449367,2.625944168778836,6.899998644887753,2.276587819627122,Iris-virginica
+1,6.223038848389453,2.717877153624439,4.904198806831024,1.743376358966961,Iris-virginica
+2,6.494900596695909,2.797773037109297,4.558106261570129,1.4798863369434465,Iris-versicolor
+3,5.8197810829086345,2.703345758731895,5.102814395210096,1.89957544208443,Iris-virginica
+4,5.461436803755234,3.0,4.521135424490936,1.4968158316623152,Iris-versicolor
+5,6.004045497339205,2.2159678717637266,4.979099475412551,1.4988109974486723,Iris-virginica
+6,4.586244053779475,3.615571654883043,1.0,0.20019032564621045,Iris-setosa
+7,5.997973145789361,2.213112521969469,4.007814695108822,1.0133066625956564,Iris-versicolor
+8,6.60822511335647,2.8119825927352986,4.659789926239629,1.494481726759327,Iris-versicolor
+9,5.076924866031182,3.416529789769938,1.4003479473347502,0.197617169690994,Iris-setosa
+10,5.35958377657524,3.0,4.487682534536575,1.513344163503147,Iris-versicolor
+11,4.300000558628785,3.0,1.1011130698742841,0.1,Iris-setosa
+12,5.570233892324857,2.487367648176788,4.033742285085202,1.2870745584980652,Iris-versicolor
+13,5.231829503590909,2.6130664752023316,3.8339445891812236,1.344582395673306,Iris-versicolor
+14,5.545830458222507,2.393840753772215,3.7120527937611705,1.0048312326029754,Iris-versicolor
+15,6.589097556690566,3.0,4.437229793091241,1.4092845037411201,Iris-versicolor
+16,5.495047389168058,2.5122904782418325,4.025723201616595,1.312766891134158,Iris-versicolor
+17,5.515786765153208,4.199999284459884,1.420171540403719,0.20072595233100715,Iris-setosa
+18,5.5854960750927845,2.473441023649283,3.8988295306692935,1.12080483172068,Iris-versicolor
+19,7.673498639485664,2.8200952003912083,6.669996907624102,1.9960841273006402,Iris-virginica
+20,4.599892464378765,3.176411675155506,1.3867903355848767,0.2013069428899119,Iris-setosa
+21,5.813991418948008,2.698537942999063,5.101313230995196,1.8918620660520562,Iris-virginica
+22,4.533838373414568,3.2152367789659486,1.358507840251494,0.19705289133009551,Iris-setosa
+23,4.98741093557691,2.0000009599803112,3.58970324726463,1.028271812439257,Iris-versicolor
+24,5.036298970677275,3.0,1.7506417972841075,0.19793247539587946,Iris-setosa
+25,5.999544328469678,3.3984390963548363,4.515944718608068,1.598864176282711,Iris-versicolor
+26,4.971209668462021,2.0,3.2324907672699954,0.8226771759721562,Iris-versicolor
+27,6.457564875344829,3.1825872288606476,5.261052648992148,2.237439408654596,Iris-virginica
+28,6.2471422443354685,3.398613322194697,5.528362365232066,2.4013271055285483,Iris-virginica
+29,5.114339189973099,3.294746620228739,1.6929010666190785,0.4885111164478958,Iris-setosa
+30,6.701122811374932,2.517270844702993,5.806987572457576,1.822738813321945,Iris-virginica
+31,6.110421852891981,2.7933992389131195,4.695105785170957,1.2126893749234469,Iris-versicolor
+32,4.787399895051641,3.0,1.3882694120190973,0.3650494726805704,Iris-setosa
+33,5.104237511426855,3.3050196156587366,1.7371961801203737,0.37332931184100376,Iris-setosa
+34,5.034129272180106,2.0,3.6274812961596763,0.8642489399020535,Iris-versicolor
+35,7.222009885863548,3.1979077319636002,5.985058699705893,1.802761993527756,Iris-virginica
+36,6.816483163216455,2.8020720031357915,4.806489995403409,1.3988125999395922,Iris-versicolor
+37,5.042750606694761,2.0,3.6727370027857416,1.0266757635423909,Iris-versicolor
+38,6.505943834193522,3.2022493971905375,5.077182041066962,2.006497116865448,Iris-virginica
+39,5.887317253984515,3.223692391847263,4.7573016520299145,1.7823378293635923,Iris-versicolor
+40,4.808560683266472,3.406665818211349,1.6414692989333364,0.20226263618030504,Iris-setosa
+41,5.064691437553781,3.328276972020457,1.5970348875216298,0.45237965070683783,Iris-setosa
+42,6.891959337789103,3.083353466237501,5.130870399495993,2.289855187078569,Iris-virginica
+43,6.0113127639086334,3.405667576525905,4.460797972685558,1.5921208807409344,Iris-versicolor
+44,6.360647054697447,3.2695910374812622,4.720415188234729,1.592947847526844,Iris-versicolor
+45,6.000923244359545,2.8406458311809604,4.63824420670725,1.3406690543589146,Iris-versicolor
+46,6.2116149890894015,2.7661850149750293,4.842057417869118,1.789971378864695,Iris-virginica
+47,4.76648017633274,3.0,1.3886006235064015,0.29713565709078255,Iris-setosa
+48,6.249897143771266,2.7475850875977184,4.8430853543820325,1.8044499263591378,Iris-virginica
+49,6.204650814912517,3.4008448884000915,5.385634610998967,2.283183449942987,Iris-virginica
+50,7.6965564582070405,2.7837797723757034,6.719030381708032,1.9762644028628493,Iris-virginica
+51,4.99220685059096,3.3906369973446684,1.6425583713217708,0.40152459619328906,Iris-setosa
+52,5.004853294888456,3.392908640924743,1.597390635318194,0.3466295899999312,Iris-setosa
+53,6.292105062384214,3.3958120416968396,5.5647645902690055,2.390530515645556,Iris-virginica
+54,7.5982698296427955,3.0,6.586161274647727,2.0937106091473305,Iris-virginica
+55,5.472092256483594,3.0,4.52693496618872,1.4786051928339807,Iris-versicolor
+56,4.965645147060188,2.0,3.494411649214544,0.9498521155011447,Iris-versicolor
+57,6.342241423198979,3.3037100999088493,5.99873412715812,2.4999997897417026,Iris-virginica
+58,5.030945629800128,3.5730924882621555,1.401464094641435,0.2014261033279325,Iris-setosa
+59,5.656701305004597,2.9795935857537743,4.513841379624809,1.4475206227987996,Iris-versicolor
+60,5.23922378283671,2.5994384465770994,3.796856325998125,1.3621185957911213,Iris-versicolor
+61,4.807219398849695,3.4011696810879495,1.7701082162732518,0.20070931416932425,Iris-setosa
+62,5.108573170123299,3.317658067314676,1.6580638456941759,0.44167544934294106,Iris-setosa
+63,6.303107704132485,3.400533831742704,5.565335315855368,2.3981025643153884,Iris-virginica
+64,5.982260016862789,2.8755707470240104,4.473095826594934,1.4807540349509312,Iris-versicolor
+65,4.59015432633215,3.1254300142628995,1.4633030917050125,0.19914778350770349,Iris-setosa
+66,5.507595309659162,2.402344100419795,3.7205198726893887,1.0079866128441322,Iris-versicolor
+67,6.23105516631609,3.3998953743465288,5.430933475670636,2.3298634534677896,Iris-virginica
+68,4.997152479003659,3.0,1.59873212093839,0.201152426016135,Iris-setosa
+69,6.2939993455901995,2.4829894226820146,4.9998471773438515,1.897533038813776,Iris-virginica
+70,6.301410732965923,3.3963740416465398,5.629012843820382,2.39749289961556,Iris-virginica
+71,6.808260015575289,3.2064694942315084,5.808394996416457,2.279116494926068,Iris-virginica
+72,5.87650080303497,3.208433102114321,4.810838436809391,1.8275718005541672,Iris-versicolor
+73,6.114878337693594,2.5894428401509266,5.5681884331559655,1.392268942495118,Iris-virginica
+74,4.591881416240441,3.579767178662897,1.0000004522841017,0.19771759336591194,Iris-setosa
+75,5.053700791171183,3.3347271920557082,1.5992520984741425,0.46894723418967,Iris-setosa
+76,4.30000045488209,3.0,1.0933640372404134,0.1,Iris-setosa
+77,4.3892487323845675,2.884206355417805,1.388001208854512,0.1979514613885241,Iris-setosa
+78,5.95070987943218,2.1902711525778753,3.9963767510634653,0.9261806103599705,Iris-versicolor
+79,4.300000497778197,3.0,1.1004422556592133,0.10000010835960652,Iris-setosa
+80,4.397178466978317,2.878041316191227,1.4107159078697247,0.20081063898503837,Iris-setosa
+81,5.979788469600759,3.4065518576747813,4.503390072781492,1.608658407541436,Iris-versicolor
+82,4.993959955355251,2.0,3.5977924104325614,1.0142343344059708,Iris-versicolor
+83,5.143672225507983,3.436628088191466,1.4103345242118612,0.20707148345991136,Iris-setosa
+84,5.941645030907957,3.1916584556539527,4.788024142365589,1.7760570375777034,Iris-versicolor
+85,5.573180561734959,3.0,4.505350094282132,1.493481733731034,Iris-versicolor
+86,5.095097877394662,2.4814888157848403,2.987632598123077,1.097732144460966,Iris-versicolor
+87,6.669923259496355,2.879434194028601,4.799784968607839,1.5385193895946752,Iris-versicolor
+88,6.7028310109805505,3.098690146605135,4.724964209925846,1.504789246841468,Iris-versicolor
+89,5.042410121845796,3.14754293904071,1.7501728875864455,0.21123016935783145,Iris-setosa
+90,6.234670128711841,3.316076673925726,4.658982287740171,1.591048793872601,Iris-versicolor
+91,6.198062206302898,3.393974047916486,5.440906689339709,2.305793662850057,Iris-virginica
+92,7.686778402482605,3.0,6.108216151895831,2.2952410136013492,Iris-virginica
+93,4.981797915192072,3.0,1.598168729016796,0.20495964912774373,Iris-setosa
+94,6.793710428660363,3.2042087878759946,5.918688036924925,2.286437842593811,Iris-virginica
+95,4.623781462917416,3.2002213251224587,1.4157039952351207,0.20032629140792405,Iris-setosa
+96,4.826850188744701,3.0,1.4327442501279142,0.10000009514203159,Iris-setosa
+97,4.300000495856073,3.0,1.1012793513394845,0.10000009405188742,Iris-setosa
+98,6.917268437685222,3.103917762649796,5.17162022125604,2.301399325693851,Iris-virginica
+99,6.040116663242885,2.8929087181500477,4.584991457075625,1.4548058055339816,Iris-versicolor
+100,5.563973900794963,3.6769139544072384,1.5535074253000418,0.3703520289541217,Iris-setosa
+101,5.806335410592277,2.6919505891445223,5.108386672293475,1.881773889694639,Iris-virginica
+102,6.295961265161617,3.3021589284084785,6.003505153813404,2.5,Iris-virginica
+103,5.087941775180228,2.5094950100221918,3.016654572245135,1.1274901886228077,Iris-versicolor
+104,6.591352568012458,3.0,4.401843562936414,1.4086632340000544,Iris-versicolor
+105,6.70940461953542,2.4686421951037496,5.802592638380123,1.8039244311833271,Iris-virginica
+106,5.899910292005334,3.203344089647859,4.781241328195707,1.7619586716044895,Iris-versicolor
+107,7.701019961354206,3.0,6.089371066745794,2.2868186209883135,Iris-virginica
+108,7.562730713219189,3.0,6.60842503530031,2.089287776902502,Iris-virginica
+109,4.6294704138843334,3.0980067313233968,1.5195184753066329,0.2005067319241463,Iris-setosa
+110,7.674565103437455,2.5914985823668935,6.8999989756978675,2.2787451861223,Iris-virginica
+111,6.111976416264457,2.808639226682611,4.72899529816658,1.207675808440274,Iris-versicolor
+112,6.441187446285389,3.2340785942148553,4.740482303016268,1.5792444753256016,Iris-versicolor
+113,4.914170855270745,3.1163561922038023,1.5169966475424748,0.1,Iris-setosa
+114,6.691909391697794,3.0866562216915674,4.710932606915272,1.4968629235856294,Iris-versicolor
+115,4.80614541897351,3.3954813762501823,1.8589180469076962,0.19864432285170575,Iris-setosa
+116,4.994394019081601,2.0000004993090563,3.580387320473677,1.0085657670244075,Iris-versicolor
+117,6.698483798448883,2.9448427169454825,4.8480166235101825,1.5891997858677858,Iris-versicolor
+118,6.469274804509724,3.0,5.81780289512852,2.1644356365121418,Iris-virginica
+119,5.023043029074037,3.6170036579359,1.368897212196555,0.20433760629643805,Iris-setosa

iris/tab_ddpm/7_0/0/test.csv

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

iris/tab_ddpm/7_0/0/train.csv

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

iris/tab_ddpm/7_0/0/val.csv

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

iris/tab_ddpm/7_0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.084573724887242,3.4479074472079665,1.4085932832680714,0.20172335450268855,Iris-setosa
+1,4.3000008920387565,3.0,1.1076728176036565,0.10000013660371398,Iris-setosa
+2,5.627321379623308,3.748717494587728,1.6715906364826068,0.3921291054535899,Iris-setosa
+3,5.504655056187547,4.199999036787799,1.3986036823487744,0.19874860220998183,Iris-setosa
+4,5.699325464448522,2.8590926666113075,4.160853030502911,1.2601561379972106,Iris-versicolor
+5,4.79980750767997,3.0,1.3812901501097115,0.3064991137925118,Iris-setosa
+6,5.750322804909048,2.802902429840658,4.492065732687167,1.339958618001008,Iris-versicolor
+7,5.814087079319756,2.702415888457382,5.118961142752497,1.9026612622048156,Iris-virginica
+8,6.030977280258464,3.3962958635058187,4.501292565496716,1.5978696219872321,Iris-versicolor
+9,5.065669992819651,2.504855187115289,2.9116591919028902,1.0645343553809854,Iris-versicolor
+10,6.65100403022409,3.0669523413633413,4.682704990732729,1.4655833369638231,Iris-versicolor
+11,5.5903293355203285,2.911369507283166,3.538989922311208,1.2767751068935482,Iris-versicolor
+12,7.226343892421243,3.1822054102866257,6.0111234526550215,1.8044931310013248,Iris-virginica
+13,6.683418379479245,3.0,5.000148399643645,1.7133067893385048,Iris-versicolor
+14,4.400520372848099,2.9051147871486176,1.3884904532672753,0.20002003236743715,Iris-setosa
+15,5.122587206309662,3.290083787107752,1.7251692586178384,0.369664254990486,Iris-setosa
+16,5.014494837368204,2.0000004648893284,3.3045153465908754,1.016311526696348,Iris-versicolor
+17,5.0526018402760675,3.0,1.7471379961288551,0.20168358721410426,Iris-setosa
+18,6.070861167178732,2.9047870578120656,4.655446594227271,1.4395973980270964,Iris-versicolor
+19,6.451260178735413,3.2203104178417794,5.1925570480853205,2.0732261436772257,Iris-virginica
+20,7.651287941216578,3.0,6.3389056862482365,2.210358844090978,Iris-virginica
+21,6.329613441357238,3.291255382894296,5.991662708157781,2.5,Iris-virginica
+22,7.706418081198443,2.5923142827199026,6.8999987418978765,2.3104871975217693,Iris-virginica
+23,7.22531233295482,3.187640683162075,6.024745041682798,1.8063799327607215,Iris-virginica
+24,6.546307004995492,3.0,5.800796563005181,2.216792834377826,Iris-virginica
+25,4.6048641390268745,3.111080516443104,1.5122611478171886,0.1998448986755025,Iris-setosa
+26,5.104409349593813,3.5076309758871576,1.4038041439622848,0.2048283021284143,Iris-setosa
+27,6.914164521512024,3.188945549247873,5.826858733060565,2.3019886152238933,Iris-virginica
+28,7.899998865246928,3.8195934879335454,6.437299182570679,1.9920356469603528,Iris-virginica
+29,5.894058518537365,3.2018852018218404,4.8218358068608165,1.8371452553858132,Iris-versicolor
+30,5.006078367015678,2.000000585600022,3.4740543168838736,0.9314683927310997,Iris-versicolor
+31,5.804832164031615,2.8088128544960136,4.469566366340746,1.2650284855182279,Iris-versicolor
+32,6.714129516048471,2.502810602807498,5.7927329612352505,1.7987097844210689,Iris-virginica
+33,7.236609809929473,3.1923198020502372,6.085685664667658,1.7906314741598006,Iris-virginica
+34,6.222775698145016,3.4019129589468426,5.442402106998489,2.310563102424017,Iris-virginica
+35,5.405333273587573,3.8910860603814417,1.304814697658315,0.3745547511603955,Iris-setosa
+36,6.27175914291286,2.660881806885625,4.869092558967469,1.8015804394432196,Iris-virginica
+37,6.68922437448023,3.0,4.971605014960991,1.7102293843834726,Iris-versicolor
+38,6.073250949354881,3.3686732493859446,4.58046452002642,1.6068938720813586,Iris-versicolor
+39,4.578898327371008,3.616880486682742,1.0,0.19778310065729582,Iris-setosa
+40,5.186373878062818,3.4064807346655535,1.3770518840514674,0.19618206805027155,Iris-setosa
+41,4.779941272626556,3.0,1.402881449202086,0.10000011954094354,Iris-setosa
+42,6.051547626028649,2.908316222217325,4.629062424184561,1.433708945537312,Iris-versicolor
+43,6.746166741750222,2.786178196314977,4.769675966852961,1.4149577988252073,Iris-versicolor
+44,5.690837251920362,2.906412183064949,4.015977096972174,1.234714497405552,Iris-versicolor
+45,5.691081645972124,3.789704575466694,1.829088784212766,0.30455843979449465,Iris-setosa
+46,6.259954144420851,3.3977674251633125,5.463631907734601,2.3342218433939097,Iris-virginica
+47,6.2125419843795315,2.182012046991154,4.4764660304377255,1.4995012455109855,Iris-versicolor
+48,4.994474728825735,2.000000688943465,3.542663384234886,0.98746829841947,Iris-versicolor
+49,4.8022617598036765,3.397397568202093,1.5922676315872097,0.20022831183105572,Iris-setosa
+50,5.886531008689532,3.187932904815765,4.802684451785607,1.80270771139247,Iris-versicolor
+51,4.995068110779849,3.0,1.5953405241829015,0.19796706523646274,Iris-setosa
+52,5.712077344211553,2.8551106141494644,4.236564686759628,1.3047526713370854,Iris-versicolor
+53,6.109592027308413,2.600045798811635,5.594310162573199,1.4242265516057073,Iris-virginica
+54,5.770213130918885,2.7852908344010143,5.096037538450089,2.408547527534312,Iris-virginica
+55,4.80291339050333,3.398374277212682,1.621808899486012,0.19989651229686237,Iris-setosa
+56,6.795664018203456,3.204235490271058,5.830101416514416,2.297962126196679,Iris-virginica
+57,5.678990416564996,3.0,4.166474900788381,1.2285544713238183,Iris-versicolor
+58,5.8048575632905,2.7059460875053247,5.090572896426257,1.9314786442462994,Iris-virginica
+59,4.998863922337813,3.0,1.599675826683209,0.20173943389499796,Iris-setosa
+60,6.020085989239525,2.918757663143431,4.59734557982385,1.4469212322639249,Iris-versicolor
+61,6.8177232295659245,3.0884571494704707,5.088215320009403,2.2995194581306815,Iris-virginica
+62,4.807811288935458,3.399964361512604,1.8080531808675615,0.1999084046646657,Iris-setosa
+63,4.603116704445222,3.0968962641660687,1.5236667072853312,0.20247013696829758,Iris-setosa
+64,4.4016925677576335,2.9085599791799,1.405716051180372,0.19576794021094768,Iris-setosa
+65,5.4960479944081255,3.0,4.518816434174337,1.4978367587633428,Iris-versicolor
+66,5.324825467263397,2.4585847438829753,3.5928101286335035,1.0688876213030418,Iris-versicolor
+67,4.987610129533098,2.0,3.567638272158593,1.0146922491329602,Iris-versicolor
+68,5.379452507667621,2.4555172099517346,3.588266347028637,1.0385555596827172,Iris-versicolor
+69,4.591354408863078,3.126655792571567,1.4612104350470265,0.20006740342035012,Iris-setosa
+70,5.004681748204315,3.0,1.736907230803804,0.2006689386425097,Iris-setosa
+71,4.996847004666728,2.0000005524673004,3.581167590491701,1.0263255874079464,Iris-versicolor
+72,4.84306996630826,3.0,1.4213711725250717,0.2777323062699274,Iris-setosa
+73,5.488970209891306,3.0,4.512081942199454,1.5022619289660333,Iris-versicolor
+74,5.53034459541117,2.4055701865823993,3.75297737809313,0.9897218552644867,Iris-versicolor
+75,5.6031465195801,2.903581307796724,3.657209659304026,1.305063932182974,Iris-versicolor
+76,5.218539970408805,2.7100595037997195,3.913284347538775,1.4137975060227035,Iris-versicolor
+77,4.499008080480746,3.1229337931077823,1.4485684930861604,0.19870344623210393,Iris-setosa
+78,5.098247226341423,2.494596811007688,2.9436336658632425,1.0907941982591218,Iris-versicolor
+79,6.498878724880466,3.1978060678213955,5.134505115894069,2.023016471799573,Iris-virginica
+80,4.300000601573317,3.0,1.1120948441698042,0.10000017978110488,Iris-setosa
+81,4.579608771024859,3.572638162611986,1.0,0.20025165767044445,Iris-setosa
+82,6.094447430364116,2.600966578383455,5.569546777824115,1.4031038760707157,Iris-virginica
+83,5.989938134168995,3.3946372389757724,4.481113750834194,1.577287080459798,Iris-versicolor
+84,6.868186481811952,3.0904365197042023,5.113025001304292,2.303847564261413,Iris-virginica
+85,7.67884156613287,2.6244295212740005,6.899998244159999,2.26671507398468,Iris-virginica
+86,7.899998965182918,3.8163841611626648,6.355196638110133,1.9954691763263885,Iris-virginica
+87,7.6965469259200265,2.794553302836385,6.71137551133534,1.9971666919160187,Iris-virginica
+88,6.204822046002269,2.7955841724770285,4.823966243863829,1.7954738088721545,Iris-virginica
+89,4.3993619257679075,2.9266708565929003,1.3886371622528564,0.1998606882592614,Iris-setosa
+90,6.003325223535221,2.193181172134556,5.0052718341509985,1.5076136324576406,Iris-virginica
+91,5.010061687511557,2.0000005631260733,3.5681536296025254,1.0110998818157435,Iris-versicolor
+92,6.51242026496073,2.8024401291541374,4.61466046821405,1.5011738795201253,Iris-versicolor
+93,6.088475110461582,2.8548289885861355,4.671944727145546,1.3372363684369062,Iris-versicolor
+94,6.654381346027717,2.5029201009601003,5.7318255226323895,1.8029347443794939,Iris-virginica
+95,5.445061105955527,3.0,4.500887155754598,1.4959852545948307,Iris-versicolor
+96,5.178700369784344,3.4047905195175683,1.3948805834209046,0.19738064594579224,Iris-setosa
+97,6.403131837333969,3.2037236362141734,5.327313703517916,2.308852281741243,Iris-virginica
+98,6.498384337980778,3.202363988680156,5.1297929927575865,2.0063450849584292,Iris-virginica
+99,7.6838280293969845,2.790171282918209,6.695094652202141,1.9931133692614138,Iris-virginica
+100,7.724156758085712,2.6031523151681704,6.9,2.2868823903306934,Iris-virginica
+101,5.996333847633336,3.4025170335170603,4.5250615936602125,1.5921385739111473,Iris-versicolor
+102,5.559160609047036,3.0,4.501176593362757,1.4951213966755235,Iris-versicolor
+103,6.1776068759672995,2.8260001781736,4.780612691005949,1.79201076176272,Iris-virginica
+104,6.896853189508957,3.0963101683281167,5.097225674934121,2.3025262661725017,Iris-virginica
+105,5.611998750508835,3.0,4.446797748813435,1.4471910661777347,Iris-versicolor
+106,5.694986111332653,2.893256667214095,4.216779329835763,1.2847120391950333,Iris-versicolor
+107,4.996769965636709,2.000000819342482,3.380070926419325,1.0426887422978912,Iris-versicolor
+108,7.2416198452944505,3.1969197772866713,6.001493057832805,1.8303397396058494,Iris-virginica
+109,5.78617739024346,2.7262557692546494,4.177023910676357,1.0215695991908367,Iris-versicolor
+110,5.9687115755032645,2.191546850372417,4.996102594187788,1.4902475167935152,Iris-virginica
+111,6.301888537265527,3.3985396900807734,5.595597760303772,2.3995818992109115,Iris-virginica
+112,6.27800991545816,2.4943793575772077,4.998067125972975,1.87262381870247,Iris-virginica
+113,4.3,3.0,1.0854142000878533,0.1,Iris-setosa
+114,4.408585173684552,3.1606505720130125,1.2957920390023907,0.20020978070515064,Iris-setosa
+115,4.889562862967997,3.103579420257737,1.5126115068390245,0.1,Iris-setosa
+116,6.866047943735112,3.1016642449243057,5.136344556814474,2.2794081068274643,Iris-virginica
+117,6.80119192315386,2.799885501683027,4.793030697256111,1.3765599099465124,Iris-versicolor
+118,5.678012528069209,3.7888633884434526,1.5716786446266116,0.3599070627382827,Iris-setosa
+119,6.33027128118642,3.289408484467299,4.692266216231285,1.5836682866785474,Iris-versicolor

iris/tab_ddpm/7_0/1/test.csv

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

iris/tab_ddpm/7_0/1/train.csv

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

iris/tab_ddpm/7_0/1/val.csv

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

iris/tab_ddpm/7_0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.522515282663904,2.4862691022215486,3.980836198569955,1.2944222778459369,Iris-versicolor
+1,5.5230776092877605,2.505892546314806,4.114708168329975,1.298268441368618,Iris-versicolor
+2,6.203934293094036,2.7421570409822347,4.874415916369472,1.8172984137655386,Iris-virginica
+3,6.004715708563293,3.4022050850549395,4.487196934427532,1.5964800534736425,Iris-versicolor
+4,6.685961725854457,3.088687552037617,5.86340378288606,2.274977252011021,Iris-virginica
+5,5.723381911797254,2.9537774071654708,4.191557049640298,1.2389866565097083,Iris-versicolor
+6,5.240481611822618,2.490021727915788,3.2763755914321013,1.0155442993875776,Iris-versicolor
+7,5.6090237042548905,2.50683370477957,3.9076732164024577,1.0938640057717612,Iris-versicolor
+8,6.615509020620965,2.839897575600565,4.640121692201303,1.481595221882232,Iris-versicolor
+9,7.537376073332545,3.0,6.525366554929941,2.1123461742543994,Iris-virginica
+10,5.025868133895946,2.0,3.6327599178867813,0.9787830637473848,Iris-versicolor
+11,5.913585043235468,3.1997934577353826,4.786556919422535,1.8393930131291552,Iris-versicolor
+12,4.786711403521702,3.3720387126844256,1.5860294316405599,0.20341610256395365,Iris-setosa
+13,6.730531921964132,2.5101348724324732,5.914928384894936,1.8134462237477311,Iris-virginica
+14,4.99430784234496,3.5978456480127243,1.3825650584522293,0.2015907840349287,Iris-setosa
+15,5.515387062598268,2.4768468050468417,4.020777016485176,1.3027375266384498,Iris-versicolor
+16,4.800296967209106,3.395246668859487,1.8021208712978989,0.20107420197186335,Iris-setosa
+17,7.690650080223111,3.0,6.148049013114733,2.2872835901812567,Iris-virginica
+18,5.580961806984811,3.0,4.471413521823382,1.4896746313892013,Iris-versicolor
+19,5.982584344522589,3.406462500599511,4.4879843879239685,1.5907219442235667,Iris-versicolor
+20,4.873706491130668,3.3955628818759025,1.5908337007166298,0.2325381598673765,Iris-setosa
+21,4.614824786764912,3.0951163699743773,1.5197808599801212,0.19868173902134267,Iris-setosa
+22,6.0668554144127285,2.8955894205190873,4.631248215882246,1.4521748049138636,Iris-versicolor
+23,5.885170957401054,3.1966439185440736,4.817482201785094,1.7988182164335107,Iris-versicolor
+24,6.418555186549467,3.219198463776466,5.279269932009764,2.261257588905334,Iris-virginica
+25,7.899998939949217,3.776882909456645,6.383010107127311,2.0144641128558614,Iris-virginica
+26,4.811907814576812,3.0,1.4038655852847939,0.10000011557741571,Iris-setosa
+27,7.9,3.773531411084879,6.342139873362955,1.9302206038759682,Iris-virginica
+28,5.363641045657033,3.4027852346081144,1.497415885363103,0.48594222125304154,Iris-setosa
+29,6.47461759198195,2.5201034364711963,5.607040140946257,1.6252174761033273,Iris-virginica
+30,4.408633897062793,3.1697482785650526,1.315078395651054,0.20101069869321506,Iris-setosa
+31,6.698526650865841,3.0,4.975407172602189,1.6732782489061326,Iris-versicolor
+32,7.695999264199889,2.6051612120882295,6.899998822518066,2.258785716711397,Iris-virginica
+33,7.705834918056686,3.0,6.105023501602219,2.300028133039949,Iris-virginica
+34,5.028493617779341,3.606893648357198,1.4068450205881302,0.2034935355476337,Iris-setosa
+35,6.297859108774319,3.401919772218674,5.61526628562872,2.404597414379467,Iris-virginica
+36,5.97342146344514,3.4029848733921346,4.516575806233323,1.6123387160465565,Iris-versicolor
+37,5.090918858259201,3.3231393534743923,1.7520096876513973,0.4844024298475376,Iris-setosa
+38,5.206000056793654,3.3993339389135913,1.4012228516400649,0.2027241800046768,Iris-setosa
+39,5.548240027213229,2.500183253951972,3.910673406549778,1.1552599764031541,Iris-versicolor
+40,5.0253763588983205,2.0,3.4602277882494015,0.9079941021341308,Iris-versicolor
+41,6.790173419987017,3.1952118936710505,5.740958808702086,2.2935193736206587,Iris-virginica
+42,6.7140978582070785,3.0,4.998251147251259,1.7016726200633978,Iris-versicolor
+43,5.78884279772836,2.7894553013913344,5.09294464558012,2.4052986931451676,Iris-virginica
+44,5.396639435338756,3.9038736080175878,1.3293363948541437,0.3658279954964411,Iris-setosa
+45,5.000389507231479,2.0000006567113893,3.4094826536201825,1.0092890711167537,Iris-versicolor
+46,5.404442378137647,3.4249866440910313,1.5414581791707,0.4612455969111108,Iris-setosa
+47,5.030022784972996,3.6356349343562337,1.4076407428790487,0.2038599666715661,Iris-setosa
+48,5.785049569056226,2.675470528006554,4.074901232671633,0.9633224209063708,Iris-versicolor
+49,6.191953917063316,2.8075002239013545,4.7921473520590165,1.8081925462944592,Iris-virginica
+50,6.017549254181634,2.1984555742348486,5.0159002159870285,1.4932337889932468,Iris-virginica
+51,6.241461751646514,2.16982035051727,4.448352596063308,1.506280435637994,Iris-versicolor
+52,5.542105834012737,3.0,4.429075725070695,1.4543877074867377,Iris-versicolor
+53,6.224638786069669,2.1841884843509973,4.4903411618184,1.5010123491276686,Iris-versicolor
+54,5.990264085147059,2.8276494147059243,4.65932190010594,1.2872768478856473,Iris-versicolor
+55,5.81157740567502,2.695854850510907,5.1031953088766535,1.9113386155326904,Iris-virginica
+56,5.872347202848298,3.190530863577499,4.78925158295838,1.7857559506224812,Iris-versicolor
+57,5.900435224252617,3.203742863123436,4.792630505901666,1.7884321825925802,Iris-versicolor
+58,5.8021282072736335,2.7002202661129555,5.126179381041058,1.8970641696276382,Iris-virginica
+59,6.818091353292683,3.1861259312184873,5.529524295889973,2.290622196667987,Iris-virginica
+60,4.991471996973916,2.0000004503571462,3.4976922186876642,0.9981169477328696,Iris-versicolor
+61,6.025458599925866,2.199202059120724,5.019875457504278,1.5031102661326388,Iris-virginica
+62,6.393692881423649,3.2063790182116763,5.287928525201369,2.227864521591653,Iris-virginica
+63,6.19803417207921,2.8061394490040246,4.7799846554252605,1.7999198018582176,Iris-virginica
+64,5.011283142662298,2.000000585113267,3.5792130344863478,0.9540685287230616,Iris-versicolor
+65,5.159772858640542,2.598195138036062,3.691434442208756,1.3393872682005468,Iris-versicolor
+66,4.300015781933493,3.0183322788854126,1.1506496288032073,0.1000000971436844,Iris-setosa
+67,6.195953178369849,2.2076643508133107,4.51923590516062,1.5047559953483693,Iris-versicolor
+68,5.770265665066061,2.824290975448923,4.542224849027609,1.3288046307796262,Iris-versicolor
+69,7.22354318053862,3.189773631011776,5.997172265878706,1.8239036611344313,Iris-virginica
+70,6.749615407735847,2.501825598680415,5.9019092040274215,1.8303507473749585,Iris-virginica
+71,6.6172304101156465,3.0,4.442602265049463,1.4156905344232102,Iris-versicolor
+72,6.492706800712709,3.0,5.855333704536102,2.183777110164236,Iris-virginica
+73,5.607947269964878,2.9218328266533646,3.771041736957802,1.2916763983328963,Iris-versicolor
+74,5.279817164524885,2.6454073242879006,3.884065048092343,1.3304856608054603,Iris-versicolor
+75,4.599842836058065,3.1036701971298712,1.5163642434129323,0.1998927776794428,Iris-setosa
+76,5.149301196786058,3.469780933020808,1.3957953071817062,0.20110350074988756,Iris-setosa
+77,4.3,3.0,1.1203568126771244,0.1,Iris-setosa
+78,6.673724305372179,2.8114475108245585,4.714321570637265,1.4489396130191095,Iris-versicolor
+79,4.7974684237620755,3.0,1.3695231789757445,0.2778406242997369,Iris-setosa
+80,4.981662998230945,3.3867533185314014,1.5984644536886754,0.4466699102641423,Iris-setosa
+81,5.627264271813581,2.961450727846784,3.713235608440691,1.251718299898612,Iris-versicolor
+82,6.109458320761493,2.91049364052315,4.706317793148911,1.3983474859611762,Iris-versicolor
+83,4.40609040501235,3.205033779282246,1.3042098783540004,0.20282982093424265,Iris-setosa
+84,4.479640241562792,3.0,1.428347539858015,0.2000977870532384,Iris-setosa
+85,5.022086890078053,3.6062357723033838,1.386843038534404,0.1996038201699888,Iris-setosa
+86,6.972251005355274,3.08674235505445,5.095821813895375,2.3061670902365248,Iris-virginica
+87,6.290040862494362,3.408341181586665,5.633398123379188,2.4048286967357497,Iris-virginica
+88,6.204425847774823,2.8026697518877635,4.791891708658405,1.78734501353846,Iris-virginica
+89,5.108264383645406,3.3339118439714195,1.5815001508946613,0.4978961663610336,Iris-setosa
+90,4.591019909195302,3.657288836162796,1.0000004895858077,0.20314610554649062,Iris-setosa
+91,6.183341694406409,2.2047956906965416,4.515830262966968,1.4950153359348128,Iris-versicolor
+92,6.028296622442816,2.9098534512049827,4.517653938254458,1.5177211778561432,Iris-versicolor
+93,5.196770710120466,2.716460385004398,3.9020305866029803,1.4135609412135035,Iris-versicolor
+94,6.289441512115026,3.2960131646850046,6.064381976154014,2.4999998115691833,Iris-virginica
+95,7.613065785841931,3.0,6.59969765592803,2.1105712438328625,Iris-virginica
+96,4.816243066045151,3.3988024480656116,1.7883282297218983,0.2007567380693194,Iris-setosa
+97,7.9,3.856698420280934,6.395868712222745,2.0294704176319933,Iris-virginica
+98,6.835628045744492,3.1963320144196024,5.751943372736571,2.2878770717367543,Iris-virginica
+99,5.56070120418548,2.472855587433605,3.8307752069284167,1.0711455082859775,Iris-versicolor
+100,5.415156110939406,3.870605449427346,1.2963479726889338,0.3803124207325858,Iris-setosa
+101,7.706107721491632,3.0,6.108876131112508,2.2879106284968023,Iris-virginica
+102,5.983692056571304,3.407619195592664,4.44757434855697,1.592201500050621,Iris-versicolor
+103,6.689625354463102,3.0,4.9703833890175755,1.693191240730903,Iris-versicolor
+104,5.280970857127566,2.4733431074476098,3.63524734042533,1.097330086891632,Iris-versicolor
+105,5.785149771541218,2.8003244260678763,5.152351231563868,2.3963946645905017,Iris-virginica
+106,4.624965645009722,3.1007766327500534,1.5095182646471343,0.2007739443578816,Iris-setosa
+107,7.6246714563623055,3.0,6.607616282067957,2.1071647041632033,Iris-virginica
+108,4.571487026697981,3.635068953869297,1.000000401373403,0.19932164293134547,Iris-setosa
+109,5.671770462929389,2.5519515536561506,3.9874833890722226,1.0839712068980105,Iris-versicolor
+110,7.633971647508722,3.0,6.623548801357864,2.0761545040472154,Iris-virginica
+111,4.799896111012932,3.4029335437237798,1.597516312304229,0.19904831750416646,Iris-setosa
+112,4.808992402425379,3.400911622210326,1.6710026490871328,0.20230396040733517,Iris-setosa
+113,4.896595111257588,3.0,1.524024060223557,0.227359944022591,Iris-setosa
+114,6.694359046515148,3.0,4.974529278830627,1.6611872334454856,Iris-versicolor
+115,6.1987615636131395,2.7868789937896805,4.824679446829343,1.799851748627218,Iris-virginica
+116,6.1218702116207515,2.787955721498465,4.715495337386704,1.1845407056938835,Iris-versicolor
+117,6.701080160002476,3.114463277636678,4.717118801063971,1.5163142858970684,Iris-versicolor
+118,4.600043317382208,3.209400109579449,1.4163157626076261,0.19812644272308083,Iris-setosa
+119,5.017300724742186,3.0,1.5836428374754528,0.20117820677088724,Iris-setosa

iris/tab_ddpm/7_0/10/test.csv

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

iris/tab_ddpm/7_0/10/train.csv

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

iris/tab_ddpm/7_0/10/val.csv

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

iris/tab_ddpm/7_0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.100466288593403,3.293803642875253,1.725821076399128,0.5258606220360041,Iris-setosa
+1,6.273981699352797,3.3978622721492573,5.584915591250251,2.390596699833773,Iris-virginica
+2,6.288709235266676,3.29291413099929,6.024137624241074,2.5,Iris-virginica
+3,5.703301821288691,2.893128073383545,4.246345526343988,1.345304135377539,Iris-versicolor
+4,5.097414025131006,2.4886263559940414,2.9504750308361647,1.1215123169263344,Iris-versicolor
+5,4.898872486491166,3.0996538033604035,1.5086455685485878,0.10000012623665434,Iris-setosa
+6,4.801522641857377,3.0,1.4180971468458683,0.10000009135687392,Iris-setosa
+7,4.783856275656794,3.0,1.385837814165537,0.1,Iris-setosa
+8,5.789861075437332,2.700297813026558,5.096903934780996,1.8889613195820896,Iris-virginica
+9,5.538784713129308,3.0,4.512017912581144,1.4848079558580085,Iris-versicolor
+10,6.999204934186114,3.158753214871984,5.619691025190686,2.297042595823466,Iris-virginica
+11,6.0214901480929335,2.2153160747695204,4.995357264366559,1.5010774457859208,Iris-virginica
+12,6.780903295333094,3.099330907051324,5.994603307112573,2.2541125830395714,Iris-virginica
+13,5.6689237867347275,2.7554760009344825,4.4339154054462995,1.2599800986311511,Iris-versicolor
+14,5.124900210586795,3.3045484952096644,1.718277015389988,0.5307437678886382,Iris-setosa
+15,5.112487966257965,3.8277792707610985,1.768523818855884,0.1991400396705506,Iris-setosa
+16,7.899998655373434,3.7933292517658876,6.382876915431314,1.9864246672892807,Iris-virginica
+17,4.86319458508713,3.0365210625535344,1.4646817652699546,0.10000009209136683,Iris-setosa
+18,5.79978170726499,2.6982308126450123,5.116131665682751,1.8979531840218256,Iris-virginica
+19,5.854651507567361,3.192701462906852,4.785638928692403,1.783977050626567,Iris-versicolor
+20,6.015841946567265,2.9184401775847193,4.492907382684651,1.4947190510895072,Iris-versicolor
+21,7.697164293854806,2.6085043967491597,6.899998581028958,2.2955302487696434,Iris-virginica
+22,6.288876051127988,3.2996224724767917,5.9431295375561035,2.4999997778329703,Iris-virginica
+23,7.158004776605746,3.211455965776795,6.014581652285824,1.8290312083545373,Iris-virginica
+24,5.79828019805368,2.8069844080170747,5.102829381497024,2.4022902295934734,Iris-virginica
+25,7.9,3.809756486353856,6.450018420604324,2.0281498572060124,Iris-virginica
+26,5.987627082678739,2.2267196044575335,4.060811717077384,1.0483514008321881,Iris-versicolor
+27,7.9,3.8419978318805095,6.393066647858884,2.0025969559824226,Iris-virginica
+28,4.804213011839282,3.0,1.4057966706415133,0.1,Iris-setosa
+29,6.624562233242685,3.0,4.488820727264139,1.3998585708666627,Iris-versicolor
+30,5.978188848070027,2.2073780076657727,4.028829210676411,0.9619209695758637,Iris-versicolor
+31,6.689222569264097,3.0,5.009009963594353,1.6980468977539604,Iris-versicolor
+32,5.391417419944451,3.912807204176236,1.2740264671338957,0.38404561882671795,Iris-setosa
+33,5.5374531650235115,3.6172399654910175,1.5314666573161415,0.32467857842456915,Iris-setosa
+34,5.066218868371645,3.3009239037896987,1.6727155716204802,0.5211425356317552,Iris-setosa
+35,6.474945257688921,3.170931796934117,5.0788018660328085,2.028021087697869,Iris-virginica
+36,6.070816413127213,2.5911937300863475,5.586554020608625,1.3978645488184631,Iris-virginica
+37,6.110487396773555,2.813659565597653,4.705790475395824,1.2262158877260372,Iris-versicolor
+38,4.984444765921048,3.6418596551484352,1.408034494855448,0.2027501133463034,Iris-setosa
+39,4.791743960294756,3.3926517324595795,1.692958475508246,0.1994866764606748,Iris-setosa
+40,5.172001174869261,2.703169364794157,3.906495263198263,1.4092811965937668,Iris-versicolor
+41,6.289152833257223,3.30702556188448,5.977859218265069,2.5,Iris-virginica
+42,5.600664484871402,2.505965086422676,3.9350602663930823,1.1201204374405398,Iris-versicolor
+43,5.027940115410455,3.578361592237786,1.4025549486678253,0.19767909918458515,Iris-setosa
+44,4.888034252166872,3.0694352703664256,1.4936249853145367,0.1,Iris-setosa
+45,5.525605543439234,2.357970691547349,3.7123130093930623,0.879610224236856,Iris-versicolor
+46,5.110424281953676,3.7901266114585925,1.5797133453053895,0.20812058534877217,Iris-setosa
+47,4.901510875595789,3.115049997932923,1.4999400279893305,0.1,Iris-setosa
+48,4.839946117651942,3.4383792319257136,1.7025528790862319,0.19986496691220235,Iris-setosa
+49,4.990933168570491,2.0,3.4001503182616437,0.9182936961427691,Iris-versicolor
+50,4.993460804204299,2.0,3.546427743450862,0.993926660213369,Iris-versicolor
+51,5.6509109163432845,2.9018520541365906,3.997656376334112,1.3332539522851226,Iris-versicolor
+52,6.859025031851346,3.104071805212859,5.0924957817109355,2.287449582969864,Iris-virginica
+53,6.0998227086256245,2.779687919295189,4.685218077401875,1.1864370636341672,Iris-versicolor
+54,6.2795503855821995,3.3010318436183907,6.024154424182377,2.5,Iris-virginica
+55,6.697393398102628,2.498801406472756,5.828649628355408,1.8077901428244638,Iris-virginica
+56,6.072509392918103,3.3802419545248554,4.562633300506152,1.604937039991529,Iris-versicolor
+57,4.3,3.0,1.0933265301487247,0.1,Iris-setosa
+58,4.811908219897242,3.408476817995454,1.9028331100604654,0.19659480832248638,Iris-setosa
+59,7.710673182746338,2.591579398990934,6.89999887890526,2.2787747848460955,Iris-virginica
+60,6.283626059482553,3.3085637250086903,4.685384237182124,1.5981451483744784,Iris-versicolor
+61,6.207962161283378,2.20914245175717,4.505562146276672,1.4880067629748617,Iris-versicolor
+62,6.956052610673746,3.0967329868939815,5.085595907007622,2.3068922708328445,Iris-virginica
+63,4.80754377086004,3.396685895621857,1.7447844775279377,0.19618737322802154,Iris-setosa
+64,7.077536680244705,3.1648529317658673,5.827542566329059,2.2833823806208495,Iris-virginica
+65,6.209598734352061,2.5939543297852157,5.606658945980961,1.4973328102779433,Iris-virginica
+66,6.699848131520254,3.0,5.008589727208602,1.7013707530079154,Iris-versicolor
+67,6.488408209231386,3.204135182299075,5.094576411142512,2.0156851856471385,Iris-virginica
+68,5.002443962886677,3.4049233241816497,1.6782238888199068,0.42049366828681495,Iris-setosa
+69,7.659983907070056,2.587523441744056,6.9,2.276855459008189,Iris-virginica
+70,6.295942526291428,2.4832797186381907,4.993199694093162,1.9000334841878392,Iris-virginica
+71,6.290094949217716,2.4645637912820475,4.976228977839073,1.8246296743848263,Iris-virginica
+72,4.3963378967533835,3.190252500745824,1.2856756804364213,0.20181303154366265,Iris-setosa
+73,7.899998899324346,3.832393113179461,6.39178910069061,2.0013032500437182,Iris-virginica
+74,5.983400990033634,2.833347966339131,4.666845882669365,1.3078106122381479,Iris-versicolor
+75,5.81940881549477,2.7807204731027992,5.086619864205112,2.402998417970297,Iris-virginica
+76,5.409595409489431,3.9082408844907803,1.280511769572106,0.4769787332169487,Iris-setosa
+77,5.615452045538937,2.904006614720856,3.6651016258152884,1.2879827594196873,Iris-versicolor
+78,6.1880913882203945,2.1984716220431912,4.504581475865298,1.5005705413256123,Iris-versicolor
+79,7.6856106472430294,2.6005505251846035,6.8999989890640805,2.2863918064447932,Iris-virginica
+80,5.100684114745645,3.284101863801258,1.6740025733934565,0.4760226860029245,Iris-setosa
+81,6.547153531195,3.2007199232964334,4.728165780099682,1.551187639770035,Iris-versicolor
+82,5.59896060824094,2.7312898615509873,4.30307139500034,1.3270992682120548,Iris-versicolor
+83,5.835774435303269,2.849126429904205,4.514750970236656,1.364445532478888,Iris-versicolor
+84,5.7906463624468065,2.6993963008440716,5.099787993868702,1.9077186121690533,Iris-virginica
+85,4.591535006025056,3.207645340856373,1.383670925400815,0.19758379207374546,Iris-setosa
+86,6.0003351856066,2.2145115222125384,4.996513352951592,1.4922501659893188,Iris-virginica
+87,4.3,3.0,1.0998561894031929,0.1,Iris-setosa
+88,6.012943465055308,2.237577402701937,4.995976531555127,1.5274672607196342,Iris-virginica
+89,5.891343008421052,3.2025267660463896,4.816083330815534,1.775816006092237,Iris-versicolor
+90,5.5113163150063516,4.2,1.4053511008699815,0.2055342188238811,Iris-setosa
+91,5.701232244621495,2.9851652268141637,4.2192324941913695,1.2140542138099146,Iris-versicolor
+92,4.765731705898036,3.3973210232396713,1.9343184246437062,0.19996914198051635,Iris-setosa
+93,5.4909082170766785,4.2,1.4012738284708528,0.19783501865804323,Iris-setosa
+94,4.604134105049773,3.613284486985195,1.0,0.19611299648155234,Iris-setosa
+95,6.336502003285909,3.293048754388334,6.053179589038725,2.4999997361910142,Iris-virginica
+96,4.9984012539495914,3.3936155644619053,1.6489036317237438,0.46114251551004976,Iris-setosa
+97,6.041842253482216,2.227658887445589,5.005852574314596,1.5299993144107817,Iris-virginica
+98,5.106687216921057,3.287912709964188,1.6440494880701728,0.38098530424407645,Iris-setosa
+99,5.81036381987239,2.814375973598263,5.178865458440755,2.402593302219198,Iris-virginica
+100,6.678232036956719,3.0,4.986490658485408,1.6674551095900159,Iris-versicolor
+101,5.609876186820012,2.8943492427212143,3.661282009750009,1.2821539070462151,Iris-versicolor
+102,5.140062025904732,2.6708099867718453,3.867808655645541,1.4005699277885117,Iris-versicolor
+103,5.802131799802155,2.703917582984109,5.127399485909295,1.897438118125699,Iris-virginica
+104,5.556665878970482,2.5378591347183153,3.9136849648545593,1.2031830211697006,Iris-versicolor
+105,4.771482876015893,3.0,1.403719741693925,0.2775211515320895,Iris-setosa
+106,5.716733106905027,3.0,4.222046261622491,1.2280219498357767,Iris-versicolor
+107,5.546567847498025,3.0,4.421486151369349,1.464683712613716,Iris-versicolor
+108,6.721873390254114,2.500951713216678,5.876730696039184,1.813137566738253,Iris-virginica
+109,6.806511750893579,2.783889345806154,4.797895419972873,1.4028011876823112,Iris-versicolor
+110,5.806441127692596,2.7958980308836985,5.119761453459627,2.38595534309907,Iris-virginica
+111,6.660474902234802,2.970879562815612,4.550071385611058,1.423911929615448,Iris-versicolor
+112,6.062824817124547,2.91466037473433,4.608450278415272,1.4639936594903018,Iris-versicolor
+113,7.9,3.7707217349534177,6.398210967310868,2.0335152302375272,Iris-virginica
+114,4.5920298043505765,3.6359366248659972,1.0,0.2015398335348118,Iris-setosa
+115,7.701650175683097,2.604011838524256,6.9,2.307805978145459,Iris-virginica
+116,5.371168016103547,3.3909488614493464,1.5060066611329277,0.4466837913831382,Iris-setosa
+117,6.020641662443926,2.209020895468979,5.0185415752430576,1.5061327045998156,Iris-virginica
+118,6.265118409115092,2.645433896394901,4.917844420952897,1.8193154087962924,Iris-virginica
+119,7.9,3.836320937361428,6.367897293822811,2.0195478582090645,Iris-virginica

iris/tab_ddpm/7_0/11/test.csv

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

iris/tab_ddpm/7_0/11/train.csv

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

iris/tab_ddpm/7_0/11/val.csv

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

iris/tab_ddpm/7_0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.422082762116079,3.1852321423677985,5.275557567061842,2.3009557787526873,Iris-virginica
+1,6.612983153111857,3.0,4.419290089761501,1.3883859589867962,Iris-versicolor
+2,5.486895741005838,4.2,1.3795940511643385,0.19679296830052115,Iris-setosa
+3,5.08473557392403,3.2749594281904484,1.7483549019951359,0.41990792856541126,Iris-setosa
+4,7.701169209969141,2.62272255726227,6.899998621182004,2.2986615611730064,Iris-virginica
+5,6.01382790334959,2.8735177030138335,4.628717696577444,1.3528296524676091,Iris-versicolor
+6,5.678086436023166,3.0025620640252284,4.584083251820471,1.5714699500227898,Iris-versicolor
+7,5.771992343042708,2.698076460283183,4.092896089404666,0.9333069602405367,Iris-versicolor
+8,6.472691075700665,3.1639041062730775,5.095292528094546,1.9969408581135617,Iris-virginica
+9,4.892736422673517,3.074734125176316,1.4769333687545907,0.10000009027337878,Iris-setosa
+10,4.798542461744252,3.400546508614029,1.7577475580165167,0.2007155483250148,Iris-setosa
+11,5.373644374993703,3.873958610232622,1.3019301978589377,0.42415290053862875,Iris-setosa
+12,7.609134815573053,3.0,6.607115786486383,2.123510197932155,Iris-virginica
+13,5.810920748969157,2.6956884851050855,4.117193590455717,1.0571194974414233,Iris-versicolor
+14,5.412011337566701,3.0,4.50132683804706,1.4952263076725654,Iris-versicolor
+15,5.794117758457985,2.6954720456961385,4.09539081584513,0.9696144503048799,Iris-versicolor
+16,5.92162115446902,3.1927211724970266,4.824256281720534,1.7926427346785057,Iris-versicolor
+17,4.80866432448412,3.0,1.401557753523319,0.31129750352460156,Iris-setosa
+18,5.092722919421554,3.7626788197613044,1.5994104938255354,0.19658111005353923,Iris-setosa
+19,5.401491881611656,3.4742951615424853,1.480212090939424,0.2775273519656423,Iris-setosa
+20,6.7973194211855645,3.196635527171632,5.888809363617224,2.299262875270607,Iris-virginica
+21,6.394969923178412,2.9200773267831868,4.591373715296825,1.4545359093110306,Iris-versicolor
+22,6.211379498174851,2.3440052217468064,5.004192131688836,1.765200268028528,Iris-virginica
+23,4.300000600652312,3.0,1.1007287715936174,0.10000009313934222,Iris-setosa
+24,6.266458228326647,3.296847459651004,5.951847447828384,2.499999751136106,Iris-virginica
+25,4.836176620858831,3.0,1.416634321522305,0.10000011571547612,Iris-setosa
+26,4.397086471676913,3.201565207027247,1.2882544392575326,0.19887454006493155,Iris-setosa
+27,6.599283989941703,3.0,4.422408239199369,1.4037117571323663,Iris-versicolor
+28,5.394457916487438,3.9097209843348155,1.296488322473531,0.4080150146241894,Iris-setosa
+29,5.789388791096672,2.7876019300165082,4.3125927035857305,1.1829774484909188,Iris-versicolor
+30,5.808481515323127,2.8197427865639653,5.091797083509669,2.399771437091974,Iris-virginica
+31,6.565526751229128,2.5043120121240805,5.636711875035839,1.812518465400493,Iris-virginica
+32,5.682267408949846,3.0,4.203111231805545,1.2195576930715615,Iris-versicolor
+33,4.808912201114495,3.0,1.392787979600024,0.31733183674192916,Iris-setosa
+34,4.624994318485882,3.202458080984123,1.3940800427212368,0.2006933596084252,Iris-setosa
+35,5.0069178013022295,3.0,1.6923261317483262,0.195673884438947,Iris-setosa
+36,6.18570738622072,3.3956593008940543,5.37621787527016,2.272065324592717,Iris-virginica
+37,6.0883761067139455,2.881052411253479,4.547599300479741,1.4796659002468648,Iris-versicolor
+38,6.199033017170671,3.3960394338661626,5.471731182383937,2.303088999703663,Iris-virginica
+39,5.215035642135229,3.524729342088348,1.386909400831562,0.21549221359630483,Iris-setosa
+40,6.039064066706467,2.8991507852443177,4.564800221001343,1.48710971760375,Iris-versicolor
+41,5.368866605459866,3.3955096211675952,1.5119423229237767,0.4308150194337208,Iris-setosa
+42,5.692080672590261,3.0,4.212106040890921,1.2232145493482838,Iris-versicolor
+43,5.341911808309773,3.0,4.432861483796922,1.4928902946825746,Iris-versicolor
+44,6.515673572406851,2.8055225515798177,4.577910774602547,1.5181132089970872,Iris-versicolor
+45,5.18833568517478,2.4547091605186364,3.065968601254432,1.0752966661766867,Iris-versicolor
+46,6.575957095978169,3.0,4.425222185912585,1.4079186355619846,Iris-versicolor
+47,5.497828840726873,2.416645976948386,3.7414378222687414,0.9788412969662883,Iris-versicolor
+48,5.798138234950313,2.7976042138640453,4.575019480963415,1.2449700087819497,Iris-versicolor
+49,5.0452271943632025,3.781392933716904,1.5815347900954984,0.19841836410256064,Iris-setosa
+50,5.179012927373847,2.61937739204144,3.6943412338378625,1.2920492532183234,Iris-versicolor
+51,4.995207170274513,3.0,1.5830788373851654,0.19919608568841912,Iris-setosa
+52,7.675857771637673,2.6014855939835853,6.899998915047131,2.29747526741161,Iris-virginica
+53,4.794104445805415,3.3983505426589025,1.7922425632060197,0.1969133614524176,Iris-setosa
+54,6.078149179208623,2.60145673799661,5.618490976225377,1.373237708829871,Iris-virginica
+55,6.706604653135522,3.1085293647920125,4.727290846981095,1.4967256735557493,Iris-versicolor
+56,7.631498522483243,3.0,6.502834288558861,2.1386316639383978,Iris-virginica
+57,5.689261814391707,3.0,4.214657541643459,1.2063949309806885,Iris-versicolor
+58,6.289897587769351,3.4047291093083487,5.611478963707942,2.39843129700386,Iris-virginica
+59,7.695495663951469,2.5889366567054095,6.9,2.2878735140950477,Iris-virginica
+60,4.915775162851405,3.1105368954402666,1.4962018258074257,0.1,Iris-setosa
+61,5.19672538559851,2.4953618445455765,3.290411397248491,1.09452237234829,Iris-versicolor
+62,6.515320903724362,2.8093185560089613,4.591126816728825,1.486447840788109,Iris-versicolor
+63,5.02595714496331,2.0000007221813396,3.619044873232182,1.0023913496401167,Iris-versicolor
+64,4.794708819578096,3.399591066723848,1.776101639523883,0.2007905129729707,Iris-setosa
+65,4.870439630876469,3.4325824552706368,1.5819450077318038,0.20324343338781836,Iris-setosa
+66,6.467629807839865,2.8001005570676365,4.597754009531148,1.4820645341999172,Iris-versicolor
+67,5.0283195263345535,3.6059388108224564,1.3971327672047837,0.20117859745051053,Iris-setosa
+68,6.0843158069259555,2.7949170502874607,4.700958985650932,1.2063369417676784,Iris-versicolor
+69,5.661306811034,3.002121062647819,4.5791781424029505,1.5517675319254198,Iris-versicolor
+70,7.62070325811379,3.0,6.60486335379237,2.1341753619518693,Iris-virginica
+71,5.474125995318929,4.199999201005683,1.3962867859181514,0.20846719479200568,Iris-setosa
+72,5.393127534749549,3.894895197202452,1.289529944743361,0.369523103669297,Iris-setosa
+73,5.016409740485264,2.000000757772187,3.569708119934603,1.0372135988804314,Iris-versicolor
+74,5.438402830303795,3.408111889795566,1.5018835196486782,0.38645047505457186,Iris-setosa
+75,6.119175050701334,2.8943284469494204,4.702988567799161,1.3728139167037887,Iris-versicolor
+76,4.979868578929592,2.00000054322656,3.409355162628348,1.0028211838392749,Iris-versicolor
+77,6.03669025842784,2.2310638395739155,5.001514800757063,1.5285161112707288,Iris-virginica
+78,5.799018379495894,2.7962381451365927,5.1094896387844795,2.3814248933490396,Iris-virginica
+79,5.401624005376038,3.0,4.474651230094693,1.4989573872584372,Iris-versicolor
+80,6.802638059596711,2.8088925697287133,4.812247343088806,1.4025650498948972,Iris-versicolor
+81,5.609321935657298,2.5066405211022658,3.889708294894386,1.0862729229799306,Iris-versicolor
+82,5.177073032741284,2.505895016935693,3.388407448786447,1.1535761399202273,Iris-versicolor
+83,5.790987810517957,2.7117459024377224,4.1077099784264,1.0055078458629452,Iris-versicolor
+84,5.005362687179692,3.0,1.6951073542814052,0.20606938578085748,Iris-setosa
+85,4.3,3.0,1.0968518903720486,0.1,Iris-setosa
+86,5.916178143893944,3.196199275619906,4.79644636869298,1.7807390685568356,Iris-versicolor
+87,6.141046512886972,2.2118538915847683,4.334532733232217,1.3537426675903237,Iris-versicolor
+88,5.177196994125949,3.407111813317113,1.3978338298323947,0.20008593805029476,Iris-setosa
+89,6.464073791561849,3.19978283003002,5.088884020682349,2.033243835582954,Iris-virginica
+90,6.614230147365193,3.140238351543375,5.169078210879614,2.2759176228110283,Iris-virginica
+91,5.895594623263323,3.192800866247266,4.7821305540256,1.7976601967422035,Iris-versicolor
+92,5.683134599909735,2.7983340396816923,4.501770674759258,1.2929302499614344,Iris-versicolor
+93,5.195927823426339,2.680328577431842,3.8513565020178286,1.3881111000763209,Iris-versicolor
+94,7.707857860867286,2.8051053282100034,6.6985378460810505,1.9989594732373999,Iris-virginica
+95,6.845973292584736,3.1056058507860222,5.110791420206478,2.2867737999915465,Iris-virginica
+96,6.703915288289012,3.0,4.989660389329141,1.7063909404294497,Iris-versicolor
+97,6.300672610043347,3.3945497787119456,5.614099486996992,2.399072335456925,Iris-virginica
+98,4.395633018920481,2.8992198145700074,1.3929686235714072,0.19764520382387457,Iris-setosa
+99,5.961119936860327,2.1784482278041217,4.968352910730932,1.463661143135973,Iris-virginica
+100,7.162780227893941,3.1928617711616267,6.017092981072821,1.8215276200448567,Iris-virginica
+101,4.300000656572144,3.0,1.1049966382012253,0.10000010804891538,Iris-setosa
+102,5.800037942426736,2.7815686011904726,5.158059925002473,2.3977468109955264,Iris-virginica
+103,5.133763439132376,3.468591736562245,1.4011364009367788,0.20075301895793018,Iris-setosa
+104,5.410949245299121,2.510644043744398,3.919549736144509,1.309074546919358,Iris-versicolor
+105,5.421588873809397,3.907908491894329,1.300625486427633,0.38292974135058205,Iris-setosa
+106,6.888201306019417,3.0855521207724776,5.097184861544645,2.2965376407214393,Iris-virginica
+107,5.593122394704766,3.0,4.527625238278937,1.508022425007534,Iris-versicolor
+108,7.661909760006818,2.9464600058044788,6.660855111869415,2.0702634342883712,Iris-virginica
+109,5.0266086825212675,2.000000486232756,3.4102111721488817,1.0043232415675676,Iris-versicolor
+110,6.287963189399786,3.299523146147432,5.964896527962275,2.5,Iris-virginica
+111,4.300000680348504,3.0,1.1035091180362273,0.10000010024518494,Iris-setosa
+112,6.452771154928732,3.0,5.766710068492638,2.233109463723698,Iris-virginica
+113,5.014919000831931,3.0,1.5979460041982891,0.19470014267238522,Iris-setosa
+114,4.410093917118631,3.2054805892365628,1.3238758389501755,0.19787838328791602,Iris-setosa
+115,5.006828434356437,3.604785146457654,1.393318747372235,0.19842870161290518,Iris-setosa
+116,7.686188843240524,2.5851868438004724,6.9,2.279993688007454,Iris-virginica
+117,6.685440105854849,2.501674716862009,5.788062740508397,1.7990139905313984,Iris-virginica
+118,5.030059124110816,2.0,3.5147303562171692,0.9209690920261545,Iris-versicolor
+119,6.280394232899769,3.3201992889226655,4.678442315458582,1.5993717994411267,Iris-versicolor

iris/tab_ddpm/7_0/12/test.csv

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

iris/tab_ddpm/7_0/12/train.csv

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

iris/tab_ddpm/7_0/12/val.csv

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

iris/tab_ddpm/7_0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.805558286389648,2.6829288186112557,5.087722509260866,1.8891206883467797,Iris-virginica
+1,5.701755517017713,3.0,4.188073980275431,1.167387761569559,Iris-versicolor
+2,4.8471501328355195,3.0,1.4285795808750839,0.10000009216315137,Iris-setosa
+3,5.793988905420739,2.7000810109354756,5.095491491580232,1.8954598551309558,Iris-virginica
+4,6.013272333137503,2.198543552849221,5.0257575139501975,1.539838721531596,Iris-virginica
+5,5.012754508956801,2.0000005622682107,3.554225855077494,0.979723117407365,Iris-versicolor
+6,5.640152976355246,2.9722263732181897,3.8935520225745646,1.2734126656521638,Iris-versicolor
+7,5.51021097651258,3.527996201417745,1.4949207688194457,0.37830003611437557,Iris-setosa
+8,4.80079342665575,3.0,1.3889869844251765,0.27100995444159487,Iris-setosa
+9,6.006198055511058,2.1996405506369263,5.011186590602434,1.4814792459726132,Iris-virginica
+10,7.682243215547672,2.5971694422818805,6.8999987882751075,2.2680622606313685,Iris-virginica
+11,4.300000538407439,3.0,1.1018458079702194,0.10000009308487798,Iris-setosa
+12,7.151546866656073,3.19362119354241,6.022808992328082,1.7926266397583959,Iris-virginica
+13,4.797773331545949,3.400523245971843,1.6080508171336094,0.20031404218604326,Iris-setosa
+14,6.5020246628162,2.799870637806447,4.594029503146271,1.4870125381669725,Iris-versicolor
+15,6.047398244025993,2.7758964037640133,4.621919750044271,1.1469829536900764,Iris-versicolor
+16,5.796742800615116,2.7953785351635494,5.099118011440215,2.3854444675599544,Iris-virginica
+17,6.2528169143514765,3.3114984641331695,5.968033454938066,2.5,Iris-virginica
+18,4.300000460090084,3.0,1.098148130591164,0.10000010083530188,Iris-setosa
+19,7.695065060534484,2.6062590787929154,6.89999867295309,2.279848917026093,Iris-virginica
+20,6.295915811829766,3.402788825855311,5.565972716981233,2.394529020420436,Iris-virginica
+21,5.200739009357489,3.4027066931272105,1.3902703413339714,0.19971496270639166,Iris-setosa
+22,4.80473871731153,3.0,1.4049393675853514,0.10000009375543857,Iris-setosa
+23,6.676488899761479,3.1356777931873143,4.730740084679364,1.5108906697385815,Iris-versicolor
+24,6.222726401607415,2.2227184550395362,4.477425625711921,1.490142257718305,Iris-versicolor
+25,5.097011534861184,3.3061455991986506,1.646795949517833,0.5019743150212221,Iris-setosa
+26,6.750660202521141,3.171906050817889,5.725214529773961,2.296868615691161,Iris-virginica
+27,5.004131094620325,2.0,3.341283351273768,1.0374725838402643,Iris-versicolor
+28,5.798149676190553,2.7003771344576624,5.0851264674637955,1.9089778822897268,Iris-virginica
+29,7.727805178148663,2.5947049038160857,6.9,2.3044546755752284,Iris-virginica
+30,7.89999892443031,3.7951267081767837,6.405395209780705,2.027386426434202,Iris-virginica
+31,5.369705838748928,3.923560118774401,1.3021369886703709,0.44722600075637053,Iris-setosa
+32,6.70111472229204,3.0,5.009247205139548,1.7189560760128642,Iris-versicolor
+33,7.706971014510925,2.6019200451918456,6.89999867329793,2.283596986132308,Iris-virginica
+34,6.185402470334643,3.4025460566236427,5.3961022935308165,2.3034868484342907,Iris-virginica
+35,4.761510062191269,3.0,1.3957118538930562,0.27712743241355753,Iris-setosa
+36,4.918201659081216,3.1192064353486564,1.5078731666123857,0.1,Iris-setosa
+37,6.4748159165564525,3.1710623986765434,5.099470939687857,1.9558090674888136,Iris-virginica
+38,6.019834007075821,3.3880863395702763,4.520958684833346,1.6076490130113876,Iris-versicolor
+39,5.7954489126076805,2.7122192179809264,5.092694819460855,1.9039984338581044,Iris-virginica
+40,4.42985665018327,3.2126496721417093,1.3110689227696835,0.19844435372797814,Iris-setosa
+41,5.097485549133115,3.7810227752736485,1.5895818346431405,0.20195732510523043,Iris-setosa
+42,4.812447948553126,3.0,1.4195791114330993,0.2676668142088586,Iris-setosa
+43,6.117059191076313,2.611505501039392,5.624755640250064,1.4061070604120909,Iris-virginica
+44,4.44159726516424,3.0,1.3883718182478546,0.21149775915216346,Iris-setosa
+45,4.300000699205936,3.0,1.1011291774081307,0.10000012789421796,Iris-setosa
+46,6.12089681020767,2.5997451751583016,5.613137598642185,1.405926734830639,Iris-virginica
+47,5.170360322241353,3.4086347719657826,1.3958539843919076,0.20074213878832053,Iris-setosa
+48,7.569931349605625,3.0,6.535942511901375,2.0878063128535116,Iris-virginica
+49,4.780819530373258,3.4017233301989944,1.6262076654669755,0.20049952191396,Iris-setosa
+50,5.499199823541939,4.2,1.4023930158551743,0.2049240119676273,Iris-setosa
+51,6.189715413049736,3.4004005880567987,5.395064685963582,2.2894247239303773,Iris-virginica
+52,4.974162018597774,2.0,3.5741379287193995,1.0007567762769083,Iris-versicolor
+53,5.703315060446615,3.802460895406316,1.8632011093629797,0.3158133333517802,Iris-setosa
+54,6.310580739167017,2.6606293043737392,4.936698441347264,1.821328992198558,Iris-virginica
+55,6.316136563647781,3.3084395416777763,5.95172315708467,2.4999998086857507,Iris-virginica
+56,5.856644467438321,2.8727220216533786,4.439145434839445,1.4254376146129297,Iris-versicolor
+57,7.683779346467561,2.584246792588592,6.9,2.299196868874502,Iris-virginica
+58,7.201917340372508,3.2067253621986747,5.966658885208408,1.7981159864207195,Iris-virginica
+59,4.300000602685491,3.0,1.1074261376951693,0.10000009528966552,Iris-setosa
+60,5.794319877294981,2.696393767485316,5.119383132470033,1.8959051186509295,Iris-virginica
+61,6.842603375392539,3.1657895708442436,5.395219071616301,2.2991748556839755,Iris-virginica
+62,6.241562869438298,2.755980466804708,4.847533932052295,1.8018113328874517,Iris-virginica
+63,5.013565181062997,3.6137065745351946,1.4049903897107208,0.2010071641025958,Iris-setosa
+64,7.676264406155831,2.7910266219041016,6.6855562521461,1.977274568569701,Iris-virginica
+65,5.122160907764203,3.8136868719121804,1.6335217887670148,0.20084068562599583,Iris-setosa
+66,6.8431325573038,3.1891818040285442,5.805141546962111,2.311213990453592,Iris-virginica
+67,4.397799448003623,2.906750562278226,1.3970527865782187,0.19259886827818273,Iris-setosa
+68,5.517973280458778,4.2,1.4104392800424044,0.209455466625759,Iris-setosa
+69,5.7467484685399155,2.8707306025613972,4.341118481574009,1.3697839634406228,Iris-versicolor
+70,4.603423483214847,3.2083172387797805,1.401670221881102,0.20201610689242094,Iris-setosa
+71,5.81095531073299,2.7048985643415397,5.094014421374066,1.90027156793087,Iris-virginica
+72,4.607046614975978,3.1912188552002236,1.417661812320435,0.19730371218946302,Iris-setosa
+73,6.076657722092021,2.9094208137485102,4.637254985459126,1.4201016747666961,Iris-versicolor
+74,4.784695560981622,3.0,1.3754151231212588,0.10000010007028554,Iris-setosa
+75,7.65114866760691,3.0,6.424485976822278,2.170640159565821,Iris-virginica
+76,4.390410936432629,3.197191591697706,1.2926097990931962,0.19902632873423048,Iris-setosa
+77,4.403546403035334,2.936181192617159,1.40502392411331,0.20533385951323713,Iris-setosa
+78,6.527386924718967,2.7919750631104154,4.6233285922491145,1.4958418494919834,Iris-versicolor
+79,6.220139449845488,3.408907589716799,5.4033724192617285,2.2998419325629205,Iris-virginica
+80,6.330615184548434,2.505821858923147,4.9910971209359305,1.921662768054705,Iris-virginica
+81,4.988512148521858,3.0,1.6208100615266825,0.19747924729568422,Iris-setosa
+82,4.789289839364701,3.0,1.390102390493177,0.27656912608489503,Iris-setosa
+83,5.143028392173791,2.4867972420160482,3.3889507483422485,1.121227430790384,Iris-versicolor
+84,7.594474477953329,3.0,6.586425184310174,2.1062077044479537,Iris-virginica
+85,6.921053712493343,3.087948221591268,5.118023280285786,2.3024499154171894,Iris-virginica
+86,4.592000183044869,3.1962890242621773,1.4059714995350385,0.19617532616354955,Iris-setosa
+87,7.1848364566793625,3.2085052973247934,6.01121108229207,1.7986603386663242,Iris-virginica
+88,7.5635504202821835,3.0,6.526971360566733,2.1478966068733856,Iris-virginica
+89,5.814083802041887,2.7998229757400157,5.1196085865271135,2.4041670888418167,Iris-virginica
+90,6.1232913482377525,2.8286305406967047,4.732039897596878,1.2367471516057513,Iris-versicolor
+91,7.707686800459096,2.593778891816193,6.9,2.284893839189965,Iris-virginica
+92,7.662240999813059,2.61465557336601,6.899998589743395,2.2899962729912207,Iris-virginica
+93,5.8128786916476995,2.8156210263081936,5.085155452623571,2.388813814158809,Iris-virginica
+94,6.086775020734146,2.8421846251699274,4.670212501775539,1.2708874316205798,Iris-versicolor
+95,7.720554444093436,2.6002881280635814,6.9,2.3036365632836078,Iris-virginica
+96,7.7193583111632185,2.604057186836554,6.9,2.3132253160123466,Iris-virginica
+97,6.711825306306879,2.5007766151544213,5.8312289313017525,1.8040173225470388,Iris-virginica
+98,5.159274318060132,2.6322926519968792,3.771037317073405,1.3528697257814917,Iris-versicolor
+99,7.731944608025266,2.625487661118825,6.9,2.300154101191546,Iris-virginica
+100,5.806940536843276,2.8191536852548307,5.139902685297325,2.398038018824783,Iris-virginica
+101,5.991949302164527,3.4007150417714183,4.514816871101986,1.5946465459422574,Iris-versicolor
+102,7.689850168970478,3.0,6.179794731592233,2.2611655515780242,Iris-virginica
+103,5.978571001864747,3.4060373560722725,4.486742485895391,1.6012131618772925,Iris-versicolor
+104,7.610711401778192,3.0,6.57949634270658,2.111304214903824,Iris-virginica
+105,4.799767464415051,3.0,1.392287754179631,0.3143104524301812,Iris-setosa
+106,6.920868358798053,3.2086983036964103,5.714519717636051,2.300747687971596,Iris-virginica
+107,5.235260862807451,2.655950144999943,3.903508401502369,1.3862809793678712,Iris-versicolor
+108,6.341000433431863,3.290502447660635,6.066476328038208,2.4999998084795827,Iris-virginica
+109,6.009006567770158,2.8982825153162866,4.448506531955922,1.5135265504119544,Iris-versicolor
+110,5.778438643263126,2.799175356299117,5.1616158391391584,2.4115821503224604,Iris-virginica
+111,6.250942196663405,2.7701715825316335,4.849828557913698,1.8107928788569907,Iris-virginica
+112,5.622697619574632,2.9160098589475716,3.6571369895412422,1.309277662444302,Iris-versicolor
+113,5.689063320032065,2.897975585201293,4.048974663842096,1.1682502948723215,Iris-versicolor
+114,5.731574595351449,3.0,4.533926670940684,1.4917554878620465,Iris-versicolor
+115,5.082464882762492,3.544159267572917,1.4016866751232135,0.20350275161265105,Iris-setosa
+116,4.8247105255334795,3.4028779862392686,1.969925804315733,0.2007994594808164,Iris-setosa
+117,7.692862112191488,2.6017398044898994,6.9,2.2693048553751143,Iris-virginica
+118,6.198340605154995,2.2049322590575535,4.5172344313740735,1.5039692530967241,Iris-versicolor
+119,7.270349252867181,3.18972784845358,6.010403437895961,1.795393943470872,Iris-virginica

iris/tab_ddpm/7_0/13/test.csv

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

iris/tab_ddpm/7_0/13/train.csv

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

iris/tab_ddpm/7_0/13/val.csv

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

iris/tab_ddpm/7_0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.526012155750638,2.424786310254993,3.729371072984312,1.0115018796577075,Iris-versicolor
+1,6.08354482464174,2.8022650780597855,4.683250026841336,1.1987019109466053,Iris-versicolor
+2,6.010336712430183,2.7962793695092096,4.650052177721044,1.2159569529718475,Iris-versicolor
+3,4.976557896276174,2.0,3.1722424230899224,0.9817087838848474,Iris-versicolor
+4,5.585649001248492,2.8842552239796206,3.3083960875503537,1.3038970234189902,Iris-versicolor
+5,4.58998980607496,3.6080286317123513,1.0,0.2006628554085648,Iris-setosa
+6,6.516707270401507,3.0,5.791201965452481,2.201780945816832,Iris-virginica
+7,6.122478306896866,2.6000518961677295,5.582525321608976,1.423740111823824,Iris-virginica
+8,4.586502982457626,3.118328944038861,1.4697486183030368,0.19687076365803863,Iris-setosa
+9,5.066254961372264,3.5377683969088314,1.396791111052424,0.20191379961670453,Iris-setosa
+10,7.714682318825862,2.593761768806761,6.9,2.3057113367848032,Iris-virginica
+11,6.301691645686901,2.709720227765686,4.906739038851449,1.7805647333535242,Iris-virginica
+12,5.6967954259172116,3.0,4.162624181436017,1.1785692619341874,Iris-versicolor
+13,4.9997540351304375,3.0,1.660163226129412,0.20241017080011836,Iris-setosa
+14,5.017563196586924,2.0000007093058323,3.5788548602821955,0.9466725519070632,Iris-versicolor
+15,4.3,3.0,1.096887122459627,0.1,Iris-setosa
+16,7.609087468898251,3.0,6.596505948198681,2.086498554715477,Iris-virginica
+17,4.997545615821572,2.000000572077432,3.2574732285737302,0.9605201592970268,Iris-versicolor
+18,6.50047738737285,3.204779116097505,5.087376434964657,2.045570511432288,Iris-virginica
+19,6.8044332964482495,3.1971292483684346,5.914894940819024,2.290453470126753,Iris-virginica
+20,6.209706122962464,3.4020012878892163,5.406576879503947,2.299886398559866,Iris-virginica
+21,4.954306978802395,2.0,3.2713620635336644,0.9511083262458386,Iris-versicolor
+22,6.105978370743895,2.811033170348068,4.717186695424946,1.2079495224703671,Iris-versicolor
+23,6.730492329498511,3.1050141868361703,4.7197410966791615,1.507159171745474,Iris-versicolor
+24,5.367797510073656,3.400296397618014,1.5153792034523226,0.4365466232090278,Iris-setosa
+25,6.184573267258683,2.2168345226865904,4.494629789350234,1.479613520329859,Iris-versicolor
+26,6.409723563177311,3.186043758637183,5.289495255417756,2.2998021054125886,Iris-virginica
+27,6.047038315466741,2.9088687834918545,4.611403139070432,1.4623393474152357,Iris-versicolor
+28,6.793515928694243,3.1876381151422346,5.939447835214334,2.283512288067353,Iris-virginica
+29,5.018023541997516,2.0000005411773056,3.5851668764676394,0.962297812766303,Iris-versicolor
+30,6.4757827607975535,3.0,5.769514179719656,2.2275259208269813,Iris-virginica
+31,6.717289629324328,2.5073688452548364,5.869540992913711,1.8112531204107485,Iris-virginica
+32,6.2938287946550435,2.5036826807458574,5.00942022867893,1.887932253451548,Iris-virginica
+33,6.291549853976858,2.73883561766941,4.813395104286836,1.8022692753493619,Iris-virginica
+34,4.408366308453487,3.212222628271857,1.304530117868879,0.19964319493650212,Iris-setosa
+35,6.009814079135763,2.1898845536862486,3.9630941084912528,1.0038376375311988,Iris-versicolor
+36,6.320361838758351,3.2920709624724704,4.705377674752879,1.6010747538224894,Iris-versicolor
+37,6.50357828466321,2.8056714320527445,4.6104995399077255,1.5148934139587111,Iris-versicolor
+38,6.8424074620328,3.207840306954306,5.77225090886527,2.3054725891157104,Iris-virginica
+39,6.796972097100754,3.0985232146264865,5.131376501902866,2.3061404287137237,Iris-virginica
+40,4.300000904974243,3.0,1.1067849039603006,0.10000010685963058,Iris-setosa
+41,6.101040022726527,2.5932241991044385,5.613224808991161,1.4009416499858502,Iris-virginica
+42,4.776950685437496,3.3936833684435457,2.1318915257124695,0.1987251640548126,Iris-setosa
+43,7.6691601493341555,2.584125962825772,6.9,2.28617061385206,Iris-virginica
+44,5.6892679705206595,3.793703288432439,1.652069616048313,0.30249589643349667,Iris-setosa
+45,5.581726382226255,2.5012728999179523,3.878566570268862,1.0734975141623795,Iris-versicolor
+46,5.549285592536851,2.4954414118487804,4.003581960169749,1.2296871320614233,Iris-versicolor
+47,6.5218030196225305,3.0,5.817881632721885,2.1880064390769753,Iris-virginica
+48,6.312286384754007,2.6546717328854657,4.9329298946320925,1.7994252441929581,Iris-virginica
+49,4.983128230942656,2.0000005160419723,3.3776405366240057,1.0168883241242614,Iris-versicolor
+50,4.3,3.0,1.0953397641316633,0.1,Iris-setosa
+51,4.396858755212007,3.220024766480124,1.3111970271034035,0.1995352784990525,Iris-setosa
+52,5.468694455859006,2.432959830031723,3.737358444291486,1.0076126457210892,Iris-versicolor
+53,6.119176019165824,2.8203080560067155,4.69075650527062,1.2043538722498823,Iris-versicolor
+54,4.803467952264922,3.4071450999262454,1.6928134913083772,0.19515610958174653,Iris-setosa
+55,5.480150203613579,4.199999251104379,1.421138874460294,0.19922706560327086,Iris-setosa
+56,6.046089747850209,2.7869740852829534,4.63861539379338,1.134784265675733,Iris-versicolor
+57,6.72878605202716,2.492742009841837,5.904895822305896,1.8264540865128598,Iris-virginica
+58,5.009754525113209,3.5390925775838618,1.4030759840611828,0.19846493435347046,Iris-setosa
+59,5.376213283107019,3.401905281807043,1.5177779366678803,0.38797666270747966,Iris-setosa
+60,7.170380443904404,3.1785638303579558,5.9941581340109265,1.797071610745259,Iris-virginica
+61,6.242229048970656,2.773873977045961,4.828520444548858,1.8049020478944198,Iris-virginica
+62,6.6850949164514,3.110019504581221,4.715275182016741,1.4949784916178572,Iris-versicolor
+63,5.484061322256383,3.0,4.462792224252274,1.5004778192821397,Iris-versicolor
+64,5.903577943328607,3.207733198194577,4.788981830153727,1.8156185336957833,Iris-versicolor
+65,5.808942222460891,2.6974873739260476,4.108270219072154,1.0083705230166156,Iris-versicolor
+66,6.468636390377496,3.0,5.742429956421801,2.1941255861971602,Iris-virginica
+67,6.353705009568814,3.28878249988414,5.384734455008488,2.3053894475356835,Iris-virginica
+68,5.480908745239437,2.503070350376341,3.999748072726123,1.307577549189869,Iris-versicolor
+69,7.708374410797519,2.601055285633605,6.899998612032864,2.302040692056836,Iris-virginica
+70,7.690910000902887,2.5978962507946384,6.9,2.2952657191289663,Iris-virginica
+71,5.549343806127726,2.4237458627914226,3.806308234735826,1.0794411949973026,Iris-versicolor
+72,4.981489408978368,2.0,3.353344077961113,1.0193090513659717,Iris-versicolor
+73,6.568739346595154,3.0,4.410987359448016,1.4179594939456126,Iris-versicolor
+74,7.734282268606773,2.5845409051579096,6.9,2.3133638695082293,Iris-virginica
+75,5.11712704753167,2.501125483399682,2.921064587844625,1.1043519289990096,Iris-versicolor
+76,4.449743623496821,2.9392727196792725,1.4219933370877018,0.20943989462456292,Iris-setosa
+77,4.57570408045802,3.192215218217729,1.3910649179439714,0.19954969162963787,Iris-setosa
+78,4.3,3.0,1.10277971354528,0.1,Iris-setosa
+79,7.699463945622414,3.0,6.126270993694608,2.2997894782508315,Iris-virginica
+80,5.006048267783159,3.676941673970389,1.4033424704072712,0.20614610935366234,Iris-setosa
+81,4.582240842160037,3.60409419901049,1.0,0.20291959483895852,Iris-setosa
+82,5.623829523364732,2.895919294004969,3.741114193031323,1.291009097126255,Iris-versicolor
+83,6.506371781714228,3.1854854139265685,5.091115447470923,1.9890891555941275,Iris-virginica
+84,4.92267283770954,3.102556531867289,1.5223077832563103,0.10000010949269074,Iris-setosa
+85,5.686653576262312,3.0,4.264569180395404,1.303234556475646,Iris-versicolor
+86,7.576273064106557,3.0,6.501882226416045,2.143490116022376,Iris-virginica
+87,4.865570985048597,3.0,1.4276004370087125,0.1,Iris-setosa
+88,4.3,3.0,1.1089243802673248,0.10000011650184575,Iris-setosa
+89,5.680418515144456,3.0,4.495809053629275,1.528844445248142,Iris-versicolor
+90,6.018740000099097,2.195664795976115,4.9584150538873155,1.5108846559882967,Iris-virginica
+91,6.179138018789492,3.4029100744821497,5.437532499351458,2.3190263989731443,Iris-virginica
+92,5.0030185283457875,2.0,3.1660086155948197,1.0133980061224332,Iris-versicolor
+93,4.578671495810235,3.6127044572525593,1.0,0.1941468462643723,Iris-setosa
+94,6.081715320397982,2.927248922076386,4.630570465714709,1.4798241863351127,Iris-versicolor
+95,5.029997925924147,3.4110499305220614,1.7560719786205918,0.37402620423202687,Iris-setosa
+96,6.24512530512804,2.181385157605422,4.5260952319118,1.5001181007249933,Iris-versicolor
+97,7.69423021170713,2.6161580752717106,6.9,2.3061909564709655,Iris-virginica
+98,6.072691739566532,2.8633366893118875,4.711610188314694,1.3356481796018629,Iris-versicolor
+99,7.605524884077257,3.0,6.584378074710936,2.088028626121507,Iris-virginica
+100,4.907107675518126,3.13291824006767,1.5083146938811716,0.1,Iris-setosa
+101,5.093729329125327,3.772804348559406,1.614870406379454,0.2005941460592999,Iris-setosa
+102,5.182056735681468,3.396279003462192,1.4013473346328438,0.1960384146804609,Iris-setosa
+103,6.032786626058387,3.364143183327322,4.570117531592313,1.601056145180705,Iris-versicolor
+104,6.433885821197519,3.1821099328252345,5.25133167620292,2.2655900414352788,Iris-virginica
+105,6.493307756745503,3.0,5.7765550692110095,2.2123267350966205,Iris-virginica
+106,4.4006224343493585,2.9000618086799252,1.3739796039983283,0.20020285101708968,Iris-setosa
+107,4.806508997719697,3.0,1.4069837274655819,0.1,Iris-setosa
+108,5.450778902496537,2.517576211065667,3.991631900691795,1.3165190363508459,Iris-versicolor
+109,5.994005857846302,3.3907958759307375,4.501734505673156,1.6012056471016136,Iris-versicolor
+110,5.72555900792759,2.967814409363978,4.1266264421291625,1.2172881130632796,Iris-versicolor
+111,7.533795281242417,3.0,6.577238094718046,2.1185340717521286,Iris-virginica
+112,6.957004023174067,3.1167263123494706,5.179120717612783,2.2982035924925044,Iris-virginica
+113,4.58935589568506,3.206300839335748,1.392858905639368,0.19577379466583633,Iris-setosa
+114,5.012776378427055,3.587370298212182,1.395752893433894,0.20274737162285367,Iris-setosa
+115,5.163362547940731,2.6778135460250563,3.8791766550195868,1.3950781776978893,Iris-versicolor
+116,4.812851822190501,3.3987233115822657,1.8878197364007643,0.20047460502564554,Iris-setosa
+117,4.3,3.0,1.0888808614937076,0.1,Iris-setosa
+118,6.935343602048508,3.144185402580787,5.474743802625128,2.306735525862152,Iris-virginica
+119,5.80646981260287,2.8007151988268784,5.087598166403298,2.4089029216162867,Iris-virginica

iris/tab_ddpm/7_0/14/test.csv

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

iris/tab_ddpm/7_0/14/train.csv

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

iris/tab_ddpm/7_0/14/val.csv

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

iris/tab_ddpm/7_0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.721326218628641,2.793553086982162,4.5021788878095155,1.2922557612748442,Iris-versicolor
+1,5.8679475439530275,2.868900691061784,4.41370300920512,1.4456964869029036,Iris-versicolor
+2,5.594965214261049,3.0,4.490798674338445,1.5086163792191687,Iris-versicolor
+3,4.998329676675814,2.0,3.6041808963158815,0.9127957432494754,Iris-versicolor
+4,4.3,3.0,1.0896142257108368,0.1,Iris-setosa
+5,4.99019361256469,2.0,3.587566375669997,1.0346387140263038,Iris-versicolor
+6,5.976206103382184,2.914464809726948,4.530116742605425,1.5100180301530655,Iris-versicolor
+7,6.186315999360282,2.2012604300603766,4.488167164208092,1.4963122126298645,Iris-versicolor
+8,6.882263349025181,3.114007102350115,5.159599744799899,2.2886724075291713,Iris-virginica
+9,7.6947889532855624,2.5881338514160137,6.9,2.2965770543713964,Iris-virginica
+10,5.471997573087667,3.0,4.506870144290461,1.511560289187043,Iris-versicolor
+11,6.4632207123018395,3.1922127809329734,5.090149199154806,2.057389715278016,Iris-virginica
+12,4.3,3.0,1.0932272321647014,0.1,Iris-setosa
+13,7.684694144100518,3.0,6.150809932338419,2.261634189210637,Iris-virginica
+14,7.899998773106024,3.7650165410839835,6.42030832890504,1.9767671894991157,Iris-virginica
+15,4.999194939956393,3.644345118498242,1.3821178989380951,0.201776259867176,Iris-setosa
+16,4.993904584905646,2.0,3.447934654006629,0.9137261618387535,Iris-versicolor
+17,5.633829966333668,2.902007439541503,3.626811697668803,1.3115892325543799,Iris-versicolor
+18,6.135240305179611,2.598343269964281,5.604557803759674,1.4244268841815322,Iris-virginica
+19,4.861613800040823,3.0,1.449605218396208,0.10000010058792544,Iris-setosa
+20,5.68367141250607,3.7843832226523797,1.8704940892419697,0.37276504435067775,Iris-setosa
+21,5.8449498101068755,3.1631020345399388,4.753026955550228,1.739521696138578,Iris-versicolor
+22,5.663938271845169,2.540017286733481,3.925592498186948,1.0992169342466285,Iris-versicolor
+23,7.9,3.7898253034100433,6.412149906431921,2.0111202361108407,Iris-virginica
+24,6.292714441388604,2.6735206021193676,4.901182877946588,1.7851681292947348,Iris-virginica
+25,5.999165476561498,2.185319460384753,3.912254442224265,1.0257826627012467,Iris-versicolor
+26,4.591551032368947,3.1136337934063945,1.4975969163116796,0.19742436046802997,Iris-setosa
+27,5.887188146396692,3.178138445718467,4.808489451722077,1.7922305726344367,Iris-versicolor
+28,6.309351827106873,3.393377192181439,5.5920064832395475,2.3946061873227773,Iris-virginica
+29,5.878076441145077,3.205432053422241,4.751345254187818,1.8111831189261793,Iris-versicolor
+30,6.701607657593366,3.0,4.989938197152665,1.6820088678021645,Iris-versicolor
+31,4.604216901585269,3.077469786661502,1.4975138690444925,0.2057955078280674,Iris-setosa
+32,5.3945446639346475,3.9220209204651377,1.2753110481315597,0.39571856266324973,Iris-setosa
+33,4.884034411139134,3.100480256997315,1.4804438021103068,0.10000014888504484,Iris-setosa
+34,6.698028638775578,2.481487353519386,5.793455422069846,1.8173976336208475,Iris-virginica
+35,4.5904409034715234,3.585710117297854,1.0000004868862178,0.19690326527782015,Iris-setosa
+36,4.791121855935351,3.0,1.3893343242928096,0.1,Iris-setosa
+37,7.217117487911882,3.1952767415674193,6.0474455204456135,1.793500145356333,Iris-virginica
+38,5.1758928010446175,2.6862688690191683,3.908724061182874,1.424339097765822,Iris-versicolor
+39,7.194059110665622,3.1884978806649746,5.979419082958481,1.8124680672066087,Iris-virginica
+40,4.601809876270611,3.1135518178578345,1.47913730552505,0.2010550293442399,Iris-setosa
+41,4.988898888390297,2.0,3.7134129872453143,1.017987857588483,Iris-versicolor
+42,6.173378992201473,3.3329588352023793,4.658198405699721,1.6016899689947692,Iris-versicolor
+43,7.712979117998239,2.6142851391595117,6.899998999744227,2.289259225092447,Iris-virginica
+44,6.702090120428295,2.5053533977377773,5.8658494117618005,1.8088481483465695,Iris-virginica
+45,7.67858893752899,2.5877274056223123,6.89999861314666,2.299003916080073,Iris-virginica
+46,5.944023813083521,2.8434758511390656,4.568414499079509,1.3380301675709858,Iris-versicolor
+47,6.206847733516765,3.4009757227980897,5.42926228733199,2.30488751206198,Iris-virginica
+48,6.627826800385049,3.1789270507000955,5.2823187521459385,2.2564796449408906,Iris-virginica
+49,4.987122212445476,2.0,3.5717625407199276,0.9558676165674266,Iris-versicolor
+50,7.685003554558248,2.614181747855278,6.8999990173606705,2.30302274856465,Iris-virginica
+51,5.598351886751904,2.4866174178906713,3.942012337903299,1.151623436842866,Iris-versicolor
+52,5.225402194952866,3.4013414692104242,1.39382913151054,0.19996815556686034,Iris-setosa
+53,7.700149048463212,2.6043001059862454,6.9,2.3047696041235,Iris-virginica
+54,5.487670625299777,4.2,1.387752440408773,0.19711503627978633,Iris-setosa
+55,4.300000801455112,3.0,1.1024768895690844,0.10000010633816131,Iris-setosa
+56,6.703891202091106,3.1186107517300936,4.700323189678778,1.502271046431135,Iris-versicolor
+57,4.903821976777481,3.0864415410121184,1.5012516093294626,0.10000010549174493,Iris-setosa
+58,6.160626252390201,2.2167136293050693,4.49586125671297,1.4788965944254369,Iris-versicolor
+59,5.796374802511743,2.796915376451896,5.099153894977898,2.4030217476752282,Iris-virginica
+60,5.7829352901562165,2.6960440512027484,4.108650478313743,1.0110743455994904,Iris-versicolor
+61,4.901253509557409,3.103329819533623,1.509373889253488,0.10000010867312958,Iris-setosa
+62,5.813239333150756,2.7120463299225586,5.098755977458222,1.9076143972058581,Iris-virginica
+63,6.851757412445218,3.1776127011339685,5.809032665244784,2.304078253247932,Iris-virginica
+64,5.807932076954977,2.6918394389315154,5.116234152693525,1.9085281710855648,Iris-virginica
+65,6.484245033362436,3.153701052614778,5.067892273574559,2.0051685189701427,Iris-virginica
+66,7.708870669136361,3.0,6.1249276225640035,2.284850871807916,Iris-virginica
+67,7.673500462687527,2.580609851547243,6.899998897246952,2.2803354503226854,Iris-virginica
+68,5.014017896552865,3.0,1.7060728759902208,0.19786786443048265,Iris-setosa
+69,6.014498022179353,3.3872667694796266,4.554741183538762,1.612184112875509,Iris-versicolor
+70,6.597874729294859,3.0,4.3758511521478125,1.3983425293903433,Iris-versicolor
+71,6.1317803012126015,2.8285142471166598,4.746189494719748,1.2739319428929035,Iris-versicolor
+72,6.226995377540391,3.400366722540782,5.453860312705495,2.3135658444985125,Iris-virginica
+73,5.551495207225729,2.451831936304244,3.891867194127701,1.1714742410125472,Iris-versicolor
+74,6.897609400933479,3.1887553338963217,5.677968066818927,2.3038188080406607,Iris-virginica
+75,6.880972355110594,3.2081980031565966,5.779805391793015,2.299870816124893,Iris-virginica
+76,4.401351728612174,3.212530565417032,1.307381677510037,0.20385475689750387,Iris-setosa
+77,5.026419234043635,2.0000005887093377,3.6048346371961038,1.0349994909136786,Iris-versicolor
+78,7.572771188851158,3.0,6.589077138906931,2.1172130334332264,Iris-virginica
+79,6.697813065387994,3.0627421784446835,4.71565992848008,1.5307817136391495,Iris-versicolor
+80,6.606318697508102,3.0,4.47447743265846,1.4246813541533088,Iris-versicolor
+81,6.720291877750638,2.4930318089050245,5.8238591702384666,1.811436505800267,Iris-virginica
+82,6.83208699282861,3.123452423078282,5.126354606343968,2.2904122927304247,Iris-virginica
+83,4.997586641169887,2.0,3.190520708049121,0.9670139412143006,Iris-versicolor
+84,5.47128412430335,3.0,4.512752995806669,1.505729927165336,Iris-versicolor
+85,6.308518461298139,3.397859403514704,5.611056020401612,2.389510454976253,Iris-virginica
+86,6.213910120693904,3.397308140029762,5.383038316486164,2.30394463174017,Iris-virginica
+87,5.461642919365536,4.199999129024109,1.3746269135752094,0.19805963539803942,Iris-setosa
+88,7.709068754548973,2.8032342688172047,6.701145543377795,2.0082045923814484,Iris-virginica
+89,6.060969902487205,2.8970044792586385,4.605797814213352,1.485764982127249,Iris-versicolor
+90,6.6931081554187,3.0,4.992341641783351,1.690692358459473,Iris-versicolor
+91,6.502669067851281,3.0,5.7974172999467735,2.1855335322852274,Iris-virginica
+92,5.418308649784801,3.915551621484844,1.30251462518027,0.40692643780246895,Iris-setosa
+93,6.466816359054652,3.2162030938033124,5.10085149942007,2.0976533278485467,Iris-virginica
+94,4.613042944914779,3.6478090097106115,1.000000494620635,0.20247080774962697,Iris-setosa
+95,5.492882409634794,4.19999921199345,1.4123588823143054,0.1996819761801536,Iris-setosa
+96,4.817085878503284,3.3943095015826907,1.5786354872163644,0.20398903966073276,Iris-setosa
+97,6.095014755038526,2.235822152300323,4.332723971088803,1.3805907488563682,Iris-versicolor
+98,5.49655455207075,4.199999241489225,1.3922480529920727,0.20160266192485352,Iris-setosa
+99,4.412500996268169,3.1094382329464016,1.3513304343498047,0.20118410403391307,Iris-setosa
+100,6.285386857508722,2.733967775155742,4.898883686618292,1.7863871308885448,Iris-virginica
+101,5.763857171272845,2.7903836344879114,4.047587351997984,1.1297043354884915,Iris-versicolor
+102,6.24944355659388,2.197962037161736,4.497325949262407,1.4962848041651817,Iris-versicolor
+103,5.515907174061397,3.0,4.462996631636242,1.4882202673200502,Iris-versicolor
+104,5.488588267755649,4.199999155610703,1.3953407163320366,0.1933107733729219,Iris-setosa
+105,6.534399062510035,2.8044746579894175,4.638145939617587,1.5067764372476278,Iris-versicolor
+106,6.784335804309988,3.1992031079459227,5.809628144589694,2.305287469088052,Iris-virginica
+107,4.582825822856215,3.6646994124032237,1.0,0.20209311174304673,Iris-setosa
+108,5.78417325957721,2.7775192054601474,4.284738489804456,1.1628254019617017,Iris-versicolor
+109,6.789590987805354,3.1961228220911546,5.874163991131758,2.3028498165589983,Iris-virginica
+110,6.565026937731421,2.787841778129712,4.61240527014596,1.4703907754642127,Iris-versicolor
+111,5.786170237311298,2.80650265007411,5.0870791568650215,2.4010054357542896,Iris-virginica
+112,7.653819954391302,2.807401298327855,6.686007694766419,2.0443432998583724,Iris-virginica
+113,6.0042711180653985,3.4040524200284845,4.518601222637584,1.6055585672491812,Iris-versicolor
+114,5.621984575369457,2.4972078754863003,4.0059256290731104,1.0653916694600287,Iris-versicolor
+115,4.976073865712904,2.0,3.3837700321217463,0.9679315764374956,Iris-versicolor
+116,6.967468220971423,3.0789221593318015,5.131406738684687,2.302129639906964,Iris-virginica
+117,6.100836612538306,2.597324172528923,5.631748553021048,1.391576691825786,Iris-virginica
+118,5.040780539564754,3.3925819790574874,1.6012444800736623,0.45993881267067216,Iris-setosa
+119,4.796496519994072,3.0,1.4064118847294869,0.31392172291272347,Iris-setosa

iris/tab_ddpm/7_0/15/test.csv

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

iris/tab_ddpm/7_0/15/train.csv

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

iris/tab_ddpm/7_0/15/val.csv

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

iris/tab_ddpm/7_0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.402140346207276,2.916234817395346,1.3867805481415834,0.1966876843947241,Iris-setosa
+1,5.480869212814994,3.0,4.485206703322872,1.5124567128040545,Iris-versicolor
+2,6.860214544760485,3.208029586449136,5.780848953906233,2.3025491707324908,Iris-virginica
+3,6.4994129620144285,2.9623063846319213,4.442316731893143,1.438678138641487,Iris-versicolor
+4,6.491010501438121,3.164479654034624,5.11554267886124,2.0004557152250677,Iris-virginica
+5,5.783257361362902,2.698626339120509,5.112515238770919,1.899906430490459,Iris-virginica
+6,6.677730738486871,3.1084361897303747,4.709977360185073,1.502467804723858,Iris-versicolor
+7,5.940151240837926,2.175226811963007,3.984590055954339,0.9958593472603656,Iris-versicolor
+8,4.587546880469801,3.633686117918697,1.0,0.20871311155018277,Iris-setosa
+9,5.103886144183966,3.4587985035131448,1.3820075456648946,0.20348028436453847,Iris-setosa
+10,5.188727970551732,2.5132463954868722,3.3446866609305985,1.1420748701591927,Iris-versicolor
+11,6.2105200996242615,2.7913964168659304,4.803269175547052,1.7843254233039034,Iris-virginica
+12,5.828215095123886,2.7105538248932683,5.080448876133616,1.8967429902894106,Iris-virginica
+13,5.47597652773069,3.0,4.48852684665863,1.4862894922173229,Iris-versicolor
+14,5.158029157060738,2.4435566000076334,3.04452133425242,1.056913304030047,Iris-versicolor
+15,4.826842643968173,3.4021559656926548,1.6328585352057883,0.20031373544575684,Iris-setosa
+16,5.606885878771246,2.9062654398365027,3.5784017519182862,1.2717160691204017,Iris-versicolor
+17,5.783320409462104,2.703802070545806,5.096614664774326,1.8971004163946252,Iris-virginica
+18,5.618214151398462,2.8955535375636217,3.78999639204474,1.2933583425727524,Iris-versicolor
+19,4.765080381580487,3.3943550219870677,1.5972931748165684,0.19769476785686613,Iris-setosa
+20,5.5586723471659445,2.441258453379378,3.756997443897054,1.058053290032462,Iris-versicolor
+21,5.000098965443539,2.0,3.6161321369626807,0.9541751667016458,Iris-versicolor
+22,4.988637779138439,3.39927857898536,1.594028624801205,0.4265024014379728,Iris-setosa
+23,5.825246656223532,2.6973972450820014,5.119396998409519,1.889716787775681,Iris-virginica
+24,4.300000592755141,3.0,1.1009598446111204,0.1,Iris-setosa
+25,5.456837122619642,2.529919045541144,3.923518449040826,1.3033854166310492,Iris-versicolor
+26,4.8102353909339355,3.4000930426173412,1.675521975240898,0.20016281701663335,Iris-setosa
+27,6.612893313086513,3.0,4.397174245835523,1.402575765460952,Iris-versicolor
+28,4.6181965996097505,3.101006992285984,1.4920856058714664,0.19467448064247805,Iris-setosa
+29,6.432196543677482,3.159678946299604,5.210189853236481,2.1531799397975973,Iris-virginica
+30,6.399483094024564,3.2014940424526857,5.290758738748815,2.3051748926583504,Iris-virginica
+31,4.785353124577993,3.3989506007290258,1.82068357269968,0.20444528461865394,Iris-setosa
+32,4.300000459950994,3.0,1.0979660215165168,0.10000009073097658,Iris-setosa
+33,6.793499697845519,3.200139674128846,5.8461501735847765,2.2847178834999875,Iris-virginica
+34,6.456859822828007,3.186381523713156,5.09527274569671,1.9809121404125871,Iris-virginica
+35,5.748088793133928,2.7977764765919555,4.273254453669287,1.147513851627871,Iris-versicolor
+36,6.25520334062953,2.7122722230688265,4.889726735007197,1.7777895030345303,Iris-virginica
+37,4.585465430908122,3.599081473613419,1.000000394767964,0.19842808233006304,Iris-setosa
+38,4.300001091972307,3.0,1.1033712029135805,0.10000013486740823,Iris-setosa
+39,5.271734251679099,2.633313393801063,3.963815706858336,1.3840746384937557,Iris-versicolor
+40,5.498325032810772,2.491413163410202,3.999952057383457,1.2962416439012876,Iris-versicolor
+41,5.63653627734081,2.87440561737582,3.7717267420399354,1.2906336120620738,Iris-versicolor
+42,6.289707757435782,2.719427292124311,4.9208177432862374,1.8228769716899562,Iris-virginica
+43,6.285850656736437,3.3979953024221095,5.605656336614815,2.3974201794938788,Iris-virginica
+44,7.9,3.7061389367587574,6.429750280328456,2.054660807306728,Iris-virginica
+45,6.101789243048185,3.3335973299421386,4.688214826302673,1.647849055886476,Iris-versicolor
+46,7.89999866540427,3.802896641236164,6.479810249574886,1.9780524207350845,Iris-virginica
+47,4.3,3.0,1.098693258279544,0.1,Iris-setosa
+48,5.519677386032431,2.476069999476929,4.014689901123307,1.2950973199405362,Iris-versicolor
+49,5.11376215687646,3.2954455474423625,1.7294328547172275,0.5260021993614675,Iris-setosa
+50,7.669735222669268,2.595132092617897,6.9,2.2646567623651674,Iris-virginica
+51,6.211309588698679,2.792489426632475,4.799903989553383,1.7863406483878,Iris-virginica
+52,4.6038453840992455,3.1385364753388263,1.448945665457549,0.1986999353260921,Iris-setosa
+53,6.199180847090361,2.8020975499318674,4.809475257567018,1.7919699497863097,Iris-virginica
+54,5.547245397295169,2.4740708248802252,3.796342737822621,1.049785877546361,Iris-versicolor
+55,6.71096291055535,3.0,5.016906691639252,1.7163100581764448,Iris-versicolor
+56,5.7900614175573075,2.7942627711352346,4.519334907479,1.2854441616719332,Iris-versicolor
+57,5.010712659343887,2.0000008405180214,3.622357480912599,0.9587909115175639,Iris-versicolor
+58,7.606926209700936,3.0,6.5894746772388215,2.1091166952496616,Iris-virginica
+59,6.18054319567403,3.3947887821783573,5.403494751222011,2.2962039051824763,Iris-virginica
+60,6.5415653015636765,3.1223316784963,5.401299309380716,2.2184282419167403,Iris-virginica
+61,4.9594225072092515,2.0,3.3360160235341594,0.9937538307403652,Iris-versicolor
+62,6.502003904611334,3.1999692153783106,5.093173790067122,1.995935257594481,Iris-virginica
+63,5.798926468257867,2.70217522255088,5.096827675180867,1.8930257580624008,Iris-virginica
+64,6.271792493227022,3.3951935836434752,5.5819318421407615,2.403787944408895,Iris-virginica
+65,6.184200589432679,2.2093627237053406,4.510766505299194,1.4692102824998425,Iris-versicolor
+66,5.181894806244465,3.40118535289776,1.4012299629203615,0.19734904372540293,Iris-setosa
+67,6.2815068234750235,3.2961722996183536,4.701220216934645,1.5848498485064337,Iris-versicolor
+68,6.221458832221876,2.805477810028948,4.781151865712932,1.7820686891116464,Iris-virginica
+69,6.18148303914532,2.5927592978416687,5.673297014434951,1.471948138656559,Iris-virginica
+70,4.801401533182272,3.3997972294294847,1.6621908207778036,0.20275056241800815,Iris-setosa
+71,6.195465675489635,3.3243264070966254,6.121178545783802,2.5,Iris-virginica
+72,4.805554983891545,3.4012354173583184,1.9735326665632182,0.1996291384908283,Iris-setosa
+73,5.974347990596255,2.215501210261289,4.007829219446894,1.0426832386595795,Iris-versicolor
+74,5.569279539400142,2.482441473285152,3.9104315288158724,1.1228097714013514,Iris-versicolor
+75,4.300000580075575,3.0,1.1061468478937642,0.10000010617873657,Iris-setosa
+76,5.873600388696008,2.803178436023878,5.100833103797435,2.397297614984458,Iris-virginica
+77,5.179968182690267,3.7354094060820286,1.5875718520079376,0.20962315052265704,Iris-setosa
+78,5.814129200364814,2.7018627263523856,5.102219037798088,1.8997888020442026,Iris-virginica
+79,5.807448854323445,2.699829098385453,5.082860879289888,1.864842783957894,Iris-virginica
+80,5.4866633445372015,2.504695287320479,3.844849540404445,1.1980207814661519,Iris-versicolor
+81,6.531692684697745,2.8191837835007205,4.637251985837506,1.5056943712296784,Iris-versicolor
+82,7.9,3.8430027672839007,6.36615490179875,1.9957523406564364,Iris-virginica
+83,4.618697732376237,3.102572796716544,1.457227270494538,0.21172353402649247,Iris-setosa
+84,4.300000652342764,3.0,1.0994580278284585,0.10000012718898373,Iris-setosa
+85,6.090454508176937,2.821885697096678,4.708029368315396,1.2626231518832174,Iris-versicolor
+86,6.047190560659705,2.915380207228241,4.593370529618863,1.4587548259053211,Iris-versicolor
+87,5.42963438395252,3.4042297336522807,1.5098752918850227,0.43408914204947785,Iris-setosa
+88,5.7889154409593395,2.70192622683536,5.102030786218865,1.928880874628594,Iris-virginica
+89,4.639847098091401,3.5425255515273975,1.000000451086618,0.20237911848856013,Iris-setosa
+90,6.216945151167531,3.330279928913798,4.646963004120078,1.592455796810224,Iris-versicolor
+91,4.5628339389619,3.1566963086335855,1.4177500372746221,0.19913737617284272,Iris-setosa
+92,5.484588991314727,4.2,1.3959333122370137,0.19411711517063837,Iris-setosa
+93,5.693077773544311,3.0,4.213239591748607,1.184482915922136,Iris-versicolor
+94,7.6785469513869815,3.0,6.368524649118346,2.2497117969379308,Iris-virginica
+95,5.986397616466687,3.407932074682634,4.527599243438288,1.620268519724675,Iris-versicolor
+96,6.68219518584642,2.490825167947087,5.765997304307518,1.7945503489499168,Iris-virginica
+97,5.702641883547353,2.809872179739544,4.370976299041023,1.296266680113897,Iris-versicolor
+98,6.025985070635215,2.199707421817245,4.023912194951919,0.8858144806059823,Iris-versicolor
+99,4.6126201541566205,3.207588983787078,1.3938297730846392,0.19980786936366815,Iris-setosa
+100,5.807028843347509,2.688174823743884,5.093477412158985,1.8963105761705608,Iris-virginica
+101,5.599666585282766,2.4537880700017993,3.8336688740229627,1.0934143489239414,Iris-versicolor
+102,6.154234069446948,2.192293705934183,4.425196413123624,1.3964547495982091,Iris-versicolor
+103,4.987961125541366,3.0,1.5987027761647108,0.19662573680260564,Iris-setosa
+104,4.924315446318675,3.110711150331559,1.4801849288781375,0.1,Iris-setosa
+105,6.694801048253317,3.0,4.985510796245904,1.6887213453833472,Iris-versicolor
+106,6.087010250089411,2.8652454717878086,4.701587284476863,1.2980435474704255,Iris-versicolor
+107,5.019760830281386,2.0,3.475143014154316,0.9215204363668882,Iris-versicolor
+108,6.6004238901902355,3.0,4.385526121371702,1.4067563430886265,Iris-versicolor
+109,6.112661717567962,2.8323893263233075,4.724911076236274,1.3060502808591887,Iris-versicolor
+110,6.091753353044367,2.5971080143770697,5.6256389148335995,1.4177904573164986,Iris-virginica
+111,5.629070953054317,2.764915509665937,4.441380004818544,1.2712027729625066,Iris-versicolor
+112,7.6749116019491606,2.601654056419657,6.9,2.2993247889161212,Iris-virginica
+113,6.180876354231465,3.4046009777888275,5.476813509223259,2.316002543128755,Iris-virginica
+114,4.402286481908169,2.918160359580344,1.4073481208498173,0.19701370772113563,Iris-setosa
+115,5.401581407570484,3.4015295243185197,1.5264737580151375,0.436285405234874,Iris-setosa
+116,5.471360658566347,2.508660915045975,3.9342323908349406,1.2611127741377464,Iris-versicolor
+117,6.893376043208969,3.195131238668452,5.848247693847118,2.288728807798174,Iris-virginica
+118,5.189714205642425,2.7127656814076233,3.901574434986755,1.3988060422015232,Iris-versicolor
+119,6.138280170398678,2.8764364813711927,4.554454556862265,1.4745486584183742,Iris-versicolor

iris/tab_ddpm/7_0/16/test.csv

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

iris/tab_ddpm/7_0/16/train.csv

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

iris/tab_ddpm/7_0/16/val.csv

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

iris/tab_ddpm/7_0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1752513167725285,2.5093991684517567,3.4842977175547305,1.1490467561913171,Iris-versicolor
+1,6.685738382365924,3.1050740467525757,4.728544540109637,1.4974381879058916,Iris-versicolor
+2,4.997595434190455,3.4036130459975524,1.5995375779757899,0.39233150917863824,Iris-setosa
+3,5.151250496359881,3.4840587777304983,1.4238395193148812,0.20338067553275938,Iris-setosa
+4,7.180366260689994,3.197840619235914,5.985281860757047,1.8381958955076443,Iris-virginica
+5,4.598592138253882,3.6081143972490475,1.0000005917589694,0.19940105386444734,Iris-setosa
+6,5.515354379740042,2.414222915976182,3.703900921277817,1.0120430695596334,Iris-versicolor
+7,5.771682245527261,2.704473184422208,5.099723330164967,1.9110762070010585,Iris-virginica
+8,5.011307121005031,3.3852678478516163,1.6612713813105757,0.42017937817823603,Iris-setosa
+9,6.495211736969388,3.0,5.784659336084162,2.187560727464765,Iris-virginica
+10,6.108510854186074,2.6026252119644626,5.624782028580181,1.4064342534593248,Iris-virginica
+11,6.288196423178688,3.288597997143082,6.073157201547162,2.499999813376074,Iris-virginica
+12,6.479361746369829,3.241944751186809,4.719127978654344,1.5612576068866753,Iris-versicolor
+13,6.523272335630811,3.199228338194523,5.099687418715675,1.965923263240398,Iris-virginica
+14,7.1680014149188445,3.2099524782749786,5.971799520043246,1.8200578989611376,Iris-virginica
+15,4.5814916358804645,3.1279444896319086,1.4799991450239065,0.20094165769350383,Iris-setosa
+16,6.187198524086733,2.781620868608487,4.849389273696738,1.8075986499300287,Iris-virginica
+17,5.780548644108511,2.79517828540646,5.095953997385564,2.4073606320703766,Iris-virginica
+18,5.512092200671309,4.2,1.412906841499615,0.20389184479246408,Iris-setosa
+19,5.20961914521249,2.707286368032712,3.8920091201630287,1.4039483845180623,Iris-versicolor
+20,7.710201829984844,2.6100871202004745,6.899998518272227,2.3017384247262065,Iris-virginica
+21,5.814436250452447,2.808157716182977,5.1091623456929645,2.400544056686172,Iris-virginica
+22,4.992300956093233,3.3987410726292397,1.5964220256345023,0.4349076116364578,Iris-setosa
+23,4.59312053320709,3.624922719599266,1.0,0.19964049803691442,Iris-setosa
+24,5.483943141903588,4.199998954997844,1.3993319618157485,0.19995302689297634,Iris-setosa
+25,5.810399667994646,2.8090096253402224,5.0987423266194885,2.392725098687985,Iris-virginica
+26,5.040513970914336,3.519903184416609,1.4055764229471706,0.20427188370282398,Iris-setosa
+27,5.199877244245191,3.399685279970147,1.406388927374355,0.19814436871038252,Iris-setosa
+28,5.970214154604759,3.3999799502443206,4.459371018874299,1.5762370620141035,Iris-versicolor
+29,5.796866256415934,2.814535158420122,4.556187776083199,1.344450684698786,Iris-versicolor
+30,5.664299525936068,3.778268823444035,1.6083900264456557,0.31902837818125485,Iris-setosa
+31,6.673763846007414,3.0,5.01505517225828,1.6877568484476815,Iris-versicolor
+32,5.206646841734956,3.4015244729621603,1.4063335008211868,0.2017150075156851,Iris-setosa
+33,5.651983238571244,2.9232163186071274,3.861740163480947,1.303747355522166,Iris-versicolor
+34,4.612617624695398,3.206461034895916,1.4035025631933038,0.19926119373343565,Iris-setosa
+35,5.5425292781490425,3.0,4.521395380614127,1.500914655337476,Iris-versicolor
+36,5.687810251751062,3.7827674766194863,1.5921199999989604,0.2738120136309889,Iris-setosa
+37,6.698298117509371,3.116523108470252,4.703121274549284,1.5061685551626747,Iris-versicolor
+38,6.256531141870059,3.312650696593917,4.656431282352327,1.5837138693109105,Iris-versicolor
+39,6.013475198316134,2.930779967188302,4.561440555908273,1.4887136572128492,Iris-versicolor
+40,6.810858370383731,3.2066666235511656,5.712785575414516,2.3049424648195975,Iris-virginica
+41,5.086607120450249,3.2821089262758747,1.8004887237616383,0.435277419941227,Iris-setosa
+42,7.741802284868772,2.577165498080285,6.9,2.317972951161343,Iris-virginica
+43,5.085749684724722,3.7780904972700955,1.561854183443171,0.20054257981930018,Iris-setosa
+44,5.010153438982588,3.0,1.5987424952104539,0.2007626286810847,Iris-setosa
+45,7.595234918524007,3.0,6.620023438750053,2.0713360991182954,Iris-virginica
+46,4.782301827417579,3.400728603479681,1.5867075608047594,0.19882241831407127,Iris-setosa
+47,6.086909214491077,2.8957336358458186,4.699604303110016,1.3687599936106203,Iris-versicolor
+48,4.884889539156745,3.081434304106115,1.4894329162196676,0.1,Iris-setosa
+49,4.599726823353125,3.5591606075687916,1.00000039018823,0.20042707259433698,Iris-setosa
+50,6.690949968149849,3.0942068198795343,4.670966789311509,1.5061216400283979,Iris-versicolor
+51,6.003263200914248,2.193267302498535,4.989469339906139,1.5068837125731935,Iris-virginica
+52,5.237245723556234,2.4674992599617096,3.293876339406479,1.0671244233636787,Iris-versicolor
+53,5.788295789875825,2.66299079923666,3.9886356845423823,0.91359323052814,Iris-versicolor
+54,5.491705336321908,4.2,1.4100574149799379,0.19588935519469636,Iris-setosa
+55,5.842889408632696,2.9441883439381966,4.499823291026097,1.5003355104996725,Iris-versicolor
+56,4.631736478914885,3.592412451803057,1.0000003895016942,0.20554135836084844,Iris-setosa
+57,5.050486464359462,3.5521908880574196,1.4091314394923158,0.19971265251896342,Iris-setosa
+58,5.524123628843557,3.0,4.498350792981466,1.473937246558672,Iris-versicolor
+59,6.587546677935381,2.913417184158762,4.718951328768259,1.5602534550506209,Iris-versicolor
+60,6.681437462465409,3.0228390563110987,4.583936552576224,1.4893415071627532,Iris-versicolor
+61,6.047749859102146,2.9112214979542705,4.607441322421374,1.4499808573943889,Iris-versicolor
+62,5.340320268866928,2.5539123435498645,3.8895562928772938,1.2868879693003947,Iris-versicolor
+63,4.986696779144206,2.0,3.569000171441159,1.016402396022295,Iris-versicolor
+64,4.7970934936513245,3.0,1.4008078417766567,0.37070631707991025,Iris-setosa
+65,5.685806517819269,3.7757466273645086,1.6225952992865889,0.30611120769443556,Iris-setosa
+66,5.677975986126911,2.334610571718233,3.8684379519709897,1.1007500166713262,Iris-versicolor
+67,4.3000005062089475,3.0,1.1027094043742025,0.1,Iris-setosa
+68,6.857445194584153,3.153588410861497,5.232458828732316,2.3005573198669684,Iris-virginica
+69,4.791406728917176,3.0,1.4090677056790024,0.36831912465346145,Iris-setosa
+70,6.199756535837953,2.797843146894085,4.825306736553856,1.8008746756030878,Iris-virginica
+71,5.127165472911195,3.489623316189405,1.4008815924098779,0.203773737439234,Iris-setosa
+72,6.190860454473244,3.394197795798118,5.47310494098429,2.3047738885058253,Iris-virginica
+73,5.859435484573551,3.1684662957169905,4.775806508222399,1.7461871245112224,Iris-versicolor
+74,5.0038179420139866,2.0,3.555967674353047,1.016921743061978,Iris-versicolor
+75,5.029685096285331,2.000000558361006,3.5112460268829393,0.882087636853397,Iris-versicolor
+76,4.827812144349118,3.0,1.4000390951689705,0.2721668468781948,Iris-setosa
+77,4.463459010330138,2.943066940033331,1.4136578490654996,0.21131296736621433,Iris-setosa
+78,6.496709728088374,3.0,5.800817494743583,2.179957339993539,Iris-virginica
+79,5.547344850845778,3.0,4.4636140243516325,1.4904010969023211,Iris-versicolor
+80,7.2013191474011515,3.2041630705964406,5.953144782020922,1.7947847035256577,Iris-virginica
+81,5.412612180666325,3.0,4.491115764694067,1.4993233976410412,Iris-versicolor
+82,5.971922860237743,2.192050772115501,4.980962150156363,1.4945785901208146,Iris-virginica
+83,5.877298429459435,3.191126784307896,4.815397952864579,1.779672206599641,Iris-versicolor
+84,5.102257447630692,3.300121610241122,1.6269952125850695,0.46547933149163334,Iris-setosa
+85,5.992810678161649,2.207809586507296,5.03691121656356,1.5168522799188147,Iris-virginica
+86,5.402133924386565,3.0,4.4605552831629405,1.4983297361940087,Iris-versicolor
+87,6.088644585326353,2.9169906999299986,4.693139334971847,1.409732551551368,Iris-versicolor
+88,7.21975011203717,3.164552744470822,6.076960017922834,1.8188877829181456,Iris-virginica
+89,7.7035217024381595,2.8085735786488732,6.696538763412062,1.9869231862875596,Iris-virginica
+90,4.39735237318788,3.2072325151671706,1.3209135720299232,0.20137586958984546,Iris-setosa
+91,4.822174014588543,3.396393582709232,1.738364414258685,0.1996837077030848,Iris-setosa
+92,5.677474606622155,2.887605845330303,4.133000957662683,1.2806286059088383,Iris-versicolor
+93,6.840119212431197,3.0888290460899386,5.081418586944889,2.2961451048387524,Iris-virginica
+94,4.9863911555925124,3.0,1.5914426849628172,0.19938953594173725,Iris-setosa
+95,4.806266892709781,3.4041088721184884,1.5997751299213803,0.20201629518150774,Iris-setosa
+96,6.343873962526922,2.668715845923251,4.905591670846852,1.785289393755945,Iris-virginica
+97,6.487631610017028,2.7994223739253,4.611483446368232,1.4871741184923593,Iris-versicolor
+98,5.508722797020288,2.501807580566396,4.002768521101055,1.3024655891566876,Iris-versicolor
+99,6.304546949112054,2.6569455158993334,4.936087383566132,1.8167520692484207,Iris-virginica
+100,5.7921361255941015,2.8076291302796417,5.134864816034373,2.4035713401984906,Iris-virginica
+101,6.122218875628117,2.599931065753964,5.626253099331947,1.3986494921217203,Iris-virginica
+102,5.523784503578194,4.199998774037272,1.3900583760711316,0.204211027534594,Iris-setosa
+103,7.712732066087262,2.780614458665024,6.71696375604251,2.0047058091057877,Iris-virginica
+104,6.404729847708075,3.201426320860582,5.350484460243727,2.305844258953429,Iris-virginica
+105,6.301756167137043,3.311979789454904,5.965868665952943,2.5,Iris-virginica
+106,5.47195534295613,3.0,4.525942235902453,1.5146951800642663,Iris-versicolor
+107,7.89999901492199,3.8189135426378193,6.391852450315059,2.04106147704864,Iris-virginica
+108,5.239490900986962,2.713515976272343,3.978577009076316,1.4083349180702822,Iris-versicolor
+109,5.174019387807685,2.4911528607065914,3.440032331621876,1.1657761249054688,Iris-versicolor
+110,6.001759898547257,2.1884544775049335,4.996569202260041,1.4941966529382387,Iris-virginica
+111,4.38906980821199,3.2050535845137205,1.2947176502778257,0.19829568479043108,Iris-setosa
+112,6.808159834306677,3.2038244672330127,5.79464911605485,2.306783848987724,Iris-virginica
+113,5.4350983937837904,3.0,4.507571720077271,1.503053914501393,Iris-versicolor
+114,5.879036428249783,3.1838581319515216,4.80813261664859,1.783661705512969,Iris-versicolor
+115,5.348913149672186,3.3990897094815073,1.5257056747714308,0.412490809810968,Iris-setosa
+116,5.787806412861368,2.706549366465777,5.092702624730407,1.8903928938192014,Iris-virginica
+117,5.755236970242777,3.0,4.243368411613122,1.31392365641104,Iris-versicolor
+118,6.326145668977748,3.300110722665401,5.999315355311831,2.5,Iris-virginica
+119,6.02850710799657,3.391811496295016,4.507039303288546,1.5812735725583353,Iris-versicolor

iris/tab_ddpm/7_0/17/test.csv

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

iris/tab_ddpm/7_0/17/train.csv

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

iris/tab_ddpm/7_0/17/val.csv

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

iris/tab_ddpm/7_0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7895958479669782,6.365703324183721,2.0147551826091616,Iris-virginica
+1,4.606087440215338,3.1701553234591238,1.4071182917842513,0.19840460254869385,Iris-setosa
+2,5.204377641833126,2.706327209402514,3.9537125517061886,1.3924063002474272,Iris-versicolor
+3,6.713535201035827,3.082732870176578,4.6877101828851355,1.4754106917170435,Iris-versicolor
+4,5.235235004220987,2.5038252360039004,3.4927287635051547,1.1283692081333625,Iris-versicolor
+5,4.599875773127442,3.1911838562515036,1.3802795741015264,0.20189462598020164,Iris-setosa
+6,5.689282116829854,3.819559094308452,1.635728794382052,0.2776061336842766,Iris-setosa
+7,4.300000493599864,3.0,1.1096655248502907,0.10000009525560348,Iris-setosa
+8,4.620806901720095,3.21677422885779,1.4046725282683232,0.1994268698023134,Iris-setosa
+9,7.005635545027182,3.1943651825765276,5.840139370418982,2.1365165130825035,Iris-virginica
+10,6.860354544001559,3.211570904063451,5.709088263726928,2.3033279835087384,Iris-virginica
+11,5.202771802446243,3.4007663302232016,1.4004267725341613,0.20562444292877785,Iris-setosa
+12,7.899998634047694,3.7966530776144563,6.350103433480661,1.9959285720107827,Iris-virginica
+13,5.674930932221904,3.0,4.2046908909053,1.220947334841044,Iris-versicolor
+14,5.746171424839989,2.296191925792718,3.9164113278077397,1.0955388338864247,Iris-versicolor
+15,5.801311376772883,2.7091621725482797,5.09789446681044,1.946682355560475,Iris-virginica
+16,7.707760601928695,2.8198736609608037,6.713923185996713,1.9741780934229651,Iris-virginica
+17,6.460564926833255,2.812567854392341,4.542215096750892,1.4882945246091834,Iris-versicolor
+18,6.286598901409707,3.397519625819731,5.582989744083825,2.3918419214028326,Iris-virginica
+19,6.994991145103335,3.1633702566407518,5.7017245424578045,2.3147557313272875,Iris-virginica
+20,6.288965375286779,2.4634198679402597,4.990580790607854,1.8736060693167933,Iris-virginica
+21,6.2883830947647805,3.4026964201378362,5.552739847932899,2.376627845810409,Iris-virginica
+22,6.324498449795886,3.291555960434155,5.951223724766437,2.499999759194946,Iris-virginica
+23,5.423598946543198,3.9016912637699273,1.2978128542143876,0.3974607774625264,Iris-setosa
+24,5.524207829016044,2.4425421140454224,3.739947433287716,1.0033768770358658,Iris-versicolor
+25,6.633566065758649,3.0,4.44732246324113,1.4276281524916594,Iris-versicolor
+26,5.089267422517136,3.2895913776265666,1.6193551083209436,0.48474019031228666,Iris-setosa
+27,4.803544111980898,3.4018641727965697,1.7178535300969169,0.20113138938706268,Iris-setosa
+28,6.4076244878275395,3.070773184370079,5.488212553042953,2.242144773075397,Iris-virginica
+29,7.6938005817611534,2.8366471920012875,6.6989560098655545,2.01675399850285,Iris-virginica
+30,6.315891993156433,3.401824078854239,5.576920082787114,2.397019712776649,Iris-virginica
+31,6.268780239956477,3.313388853883668,6.06588007085989,2.5,Iris-virginica
+32,5.906474286797056,3.195687716104329,4.79715782595712,1.798825393483511,Iris-versicolor
+33,6.629506418118007,2.8013527573880745,4.682321729706972,1.4802269320875585,Iris-versicolor
+34,5.685695852750836,3.0,4.222331772924599,1.2152084149481714,Iris-versicolor
+35,5.55725795675351,2.501355936831036,3.9686075680297317,1.184146310346752,Iris-versicolor
+36,6.227306222546071,3.4002760911931094,5.430819626585374,2.339726452799469,Iris-virginica
+37,5.035267022152879,2.0000004626441856,3.5919454184696344,0.9679068575159184,Iris-versicolor
+38,4.802191504572321,3.3998036242729843,1.9005990036060985,0.20061154012185836,Iris-setosa
+39,5.191758210247474,2.6995023389002686,3.9066435720915536,1.391652741610264,Iris-versicolor
+40,4.611345113908715,3.1168205081468754,1.500105236502926,0.1996189753084057,Iris-setosa
+41,6.209440260756474,2.8988519936924573,5.043348400696233,1.9807633523179866,Iris-virginica
+42,6.330859147304823,3.392135782127386,5.605082838761704,2.3927472056175225,Iris-virginica
+43,4.633355630469474,3.227397662157068,1.4075948573496073,0.19676292291047348,Iris-setosa
+44,7.198139894757012,3.210349811277575,5.975449634856155,1.8051302997850933,Iris-virginica
+45,4.806377091270296,3.3986649196941072,1.725931886942708,0.19858626903923943,Iris-setosa
+46,5.748687779888137,2.799431315965874,4.241407899331445,1.087840838581612,Iris-versicolor
+47,4.769608032567617,3.0,1.4011200201421594,0.273799069007308,Iris-setosa
+48,4.609144856269916,3.1032033318604952,1.5084652807682473,0.2004896247151357,Iris-setosa
+49,6.381430293117549,3.266783444572232,4.714333895795901,1.5926773431093637,Iris-versicolor
+50,6.215013815995726,2.2077981297464904,4.524913958029164,1.4861871380435296,Iris-versicolor
+51,4.99111686656383,3.0,1.594195561234959,0.19979182583144323,Iris-setosa
+52,5.020165529170795,3.4012156966723817,1.7581977096942139,0.39787038697326693,Iris-setosa
+53,4.613349036479859,3.6010040822425653,1.0,0.20267837935488595,Iris-setosa
+54,4.9529487172839675,2.0,3.514468603961873,1.0194127600288736,Iris-versicolor
+55,5.5858378856453035,2.9061388511506028,3.595601261303507,1.3025301761471824,Iris-versicolor
+56,6.798995926000778,2.8083687684909133,4.793924645670007,1.4042249462669834,Iris-versicolor
+57,5.963902683836082,2.8878118087051825,4.463342520753492,1.4912141530447525,Iris-versicolor
+58,4.596273423815049,3.6511647043560584,1.0,0.19788756060769577,Iris-setosa
+59,4.991844075063288,3.6600438248994527,1.4129459994048512,0.19978765681615662,Iris-setosa
+60,6.7823152480161575,2.8902700012900038,4.852690691624427,1.4831339345050667,Iris-versicolor
+61,6.108544296453301,2.889362967074889,4.702566938982261,1.3715149460557483,Iris-versicolor
+62,5.225323501911004,3.4013409058410082,1.401275495778025,0.1990692778219154,Iris-setosa
+63,7.709819523440692,2.60317165530985,6.899999008232559,2.300788553094232,Iris-virginica
+64,6.009231033120848,2.1855530302465853,3.9997543695410047,0.9855798268148903,Iris-versicolor
+65,4.3,3.0,1.104808103538846,0.10000009652414345,Iris-setosa
+66,4.405976925256853,2.9140954543065267,1.4001839079110694,0.2017063910963421,Iris-setosa
+67,6.591006428305283,3.0,4.412820840004069,1.4193803468430177,Iris-versicolor
+68,6.828000894106652,3.1741844211469576,5.847295326335488,2.302760586318461,Iris-virginica
+69,5.6781675010906,3.8040122718554654,1.5938156138278174,0.2952529075424098,Iris-setosa
+70,6.329797810451538,2.6761932525886114,4.918072667213375,1.7981304930357023,Iris-virginica
+71,6.695446368927786,3.0,4.999786144152429,1.7029817798982323,Iris-versicolor
+72,6.667374480275026,2.4930856042628564,5.824317803509239,1.758855214575305,Iris-virginica
+73,6.528357951626835,2.8311328122328185,4.634513625962407,1.504451474894116,Iris-versicolor
+74,5.791994931980386,2.7164685128659154,5.095681777661534,1.9176702898542923,Iris-virginica
+75,7.684900028306885,2.804543465437837,6.697517862188463,1.9906234771890359,Iris-virginica
+76,6.891559622290604,3.1982042461822258,5.701554713072632,2.295730217392845,Iris-virginica
+77,7.684566834808451,2.8321637018525117,6.685302774174671,2.0377994068986287,Iris-virginica
+78,5.371972303071585,3.3971344918738673,1.4644279204425106,0.28269514968521087,Iris-setosa
+79,6.485765496929477,3.1787945339769026,5.083471533326255,1.9711929834368522,Iris-virginica
+80,6.007161015203684,2.1964524577460787,4.046630912530623,0.9693602047440484,Iris-versicolor
+81,4.300000756072796,3.0,1.0837212061032873,0.10000010002346296,Iris-setosa
+82,6.384253721399944,3.2046099396416183,5.294168253892364,2.296184424692788,Iris-virginica
+83,6.703281317605497,2.4893101632925285,5.92777547299397,1.8064344099583844,Iris-virginica
+84,5.489531191916553,2.503401158436936,4.017727122418848,1.3019530160696078,Iris-versicolor
+85,4.937779148089078,2.0,3.6033184772895157,0.9622431028776829,Iris-versicolor
+86,4.617487213701708,3.6394002787760753,1.0,0.19311676499502417,Iris-setosa
+87,6.388584855221637,3.204088280287909,5.293941191821698,2.3092484915139435,Iris-virginica
+88,6.289359226267248,3.3774434972128695,5.479023657672236,2.2850647521630547,Iris-virginica
+89,4.838594293724675,3.020606721929825,1.4634052610908552,0.1,Iris-setosa
+90,5.6185262793964785,2.5303963601084876,3.9147637275117115,1.0843591144888425,Iris-versicolor
+91,5.78156635667776,2.7166796892579366,4.135055006555096,1.040703597953259,Iris-versicolor
+92,5.14945085152651,3.409051635929489,1.4052962434319909,0.19712025089034213,Iris-setosa
+93,4.3000010121987104,3.0,1.1032164272881222,0.1000001161036438,Iris-setosa
+94,5.678971078589943,2.9512206291927345,4.300800492297974,1.3443068909790346,Iris-versicolor
+95,5.2457449389587225,2.5189755018821733,3.6041636474914953,1.1677037399230812,Iris-versicolor
+96,5.77592832760993,2.694144930790069,4.070514774222523,0.9470734905178114,Iris-versicolor
+97,4.8104390408278155,3.0,1.3973156456878826,0.10000009034690929,Iris-setosa
+98,5.701604019648003,3.0,4.179713620210322,1.1966485865185426,Iris-versicolor
+99,4.388549863590865,2.878111588297297,1.37870839521379,0.1948337228695729,Iris-setosa
+100,4.880182172870649,3.099149579336209,1.4762422802339858,0.10000010583862787,Iris-setosa
+101,6.011341981621845,2.2160767703098885,4.985795586278765,1.5049312502969414,Iris-virginica
+102,5.766530336203103,2.7858254192296736,5.090168301090831,2.3929931563275457,Iris-virginica
+103,5.778389051133004,2.698146576893313,5.099351871983886,1.9001231358320558,Iris-virginica
+104,6.389837317038823,3.191076752593364,5.31077535624949,2.2989332188862788,Iris-virginica
+105,5.765505583291225,2.68937135629211,4.0974077118680645,0.9777402421813037,Iris-versicolor
+106,5.666981080874274,3.0,4.1204386471488395,1.210768531418344,Iris-versicolor
+107,6.2077130050534235,2.7974335454354353,4.838973812998913,1.8238194523460676,Iris-virginica
+108,5.482504224132234,3.49672851253063,1.5310338046798748,0.39561604269709433,Iris-setosa
+109,7.717587546490707,3.0,6.138952397786001,2.3092507373454865,Iris-virginica
+110,4.3,3.0,1.0964344771524743,0.1,Iris-setosa
+111,6.101590295405199,2.595858203337046,5.596457082349448,1.4064234410498029,Iris-virginica
+112,4.806194261032466,3.0,1.4001814484347883,0.1,Iris-setosa
+113,5.788945568389917,2.7154077276290343,5.09580290412085,1.911990366996558,Iris-virginica
+114,6.6847793327206775,2.468215527296404,5.756007911836138,1.7740071809192188,Iris-virginica
+115,5.803474092990443,2.7028011592854027,5.098862214873385,1.900171432012054,Iris-virginica
+116,5.833850983834406,2.7159282130404674,4.221716750185193,1.0309254932635443,Iris-versicolor
+117,4.581910353495915,3.1101197976921733,1.4714024131343384,0.20018048160900986,Iris-setosa
+118,7.692044271462078,2.5845918054350463,6.9,2.305189360805645,Iris-virginica
+119,5.0834182765561104,3.4470476480307184,1.3981884583855162,0.19719039338904942,Iris-setosa

iris/tab_ddpm/7_0/18/test.csv

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

iris/tab_ddpm/7_0/18/train.csv

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

iris/tab_ddpm/7_0/18/val.csv

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

iris/tab_ddpm/7_0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.127248672332529,2.597599449055212,5.609467352019425,1.387233200204486,Iris-virginica
+1,5.413356605605923,3.915464345041208,1.2770439161478946,0.41042827544278304,Iris-setosa
+2,6.697340596186038,2.476749659042947,5.782172241363967,1.7837266265769989,Iris-virginica
+3,6.39143073839071,3.1892083928009414,5.289201571900872,2.2690806043346177,Iris-virginica
+4,6.247822041372626,3.3221526649489657,6.018691925331827,2.5,Iris-virginica
+5,6.8457646429011465,3.1839192249541717,5.532942025088123,2.3028030421458556,Iris-virginica
+6,4.598670103201588,3.0788912741325634,1.514489129531077,0.20111373298587168,Iris-setosa
+7,6.272677896557241,2.7219258976558143,4.867249642482991,1.8041864537814134,Iris-virginica
+8,6.78656646180356,2.806613878749711,4.830867482910071,1.4125982891584865,Iris-versicolor
+9,6.305318966139463,2.4934155131166715,5.022126193266464,1.8961173804208569,Iris-virginica
+10,4.899066482027734,3.0817369265499495,1.508681296735539,0.10000010089988869,Iris-setosa
+11,6.016876099475944,3.3972842219916677,4.487246359768156,1.603389434688911,Iris-versicolor
+12,5.833062355806173,2.839700572351235,4.490393557361264,1.3835748994675785,Iris-versicolor
+13,6.7167011005530615,3.0,4.994572410725481,1.6882519518032981,Iris-versicolor
+14,7.712010939173002,2.7841268422758696,6.7674926075922555,2.0383284260516046,Iris-virginica
+15,4.300000472432296,3.0,1.099113486020108,0.10000009445422335,Iris-setosa
+16,6.113883690940753,2.9008942598211425,4.695338560307675,1.4212876168706814,Iris-versicolor
+17,5.748469435228291,2.697677957723893,5.099132768300144,1.8976676913345432,Iris-virginica
+18,6.586326902319451,3.0,4.430808375434429,1.4092217803179454,Iris-versicolor
+19,5.81376458288293,2.6966447428713534,5.0909615892841105,1.899614814881195,Iris-virginica
+20,5.778738484255942,2.706267428183802,5.115733849537189,1.8965509703329841,Iris-virginica
+21,6.093215688484962,2.593972275768792,5.625876468195525,1.402662408094307,Iris-virginica
+22,5.5230402543043295,4.199999150584962,1.4119553728204566,0.20034527206315328,Iris-setosa
+23,4.6083160170468815,3.1861857133433418,1.4044329661836898,0.19777818082874093,Iris-setosa
+24,7.688181372081039,2.8188930528176273,6.702151360724257,1.9818112623839832,Iris-virginica
+25,6.356548505535947,2.5165912203838805,5.026970419999952,1.877355602241236,Iris-virginica
+26,5.794031689249096,2.8058443614053052,5.085758085619089,2.3992415654226504,Iris-virginica
+27,5.712233425778984,2.9170191337493834,4.1951436438336955,1.2730532883436407,Iris-versicolor
+28,5.836097062343314,2.70232806353711,4.081593893816925,1.0176964548606833,Iris-versicolor
+29,6.2937481261400166,3.3112300783743933,6.005415055635565,2.5,Iris-virginica
+30,6.192461119576081,3.401424918857581,5.423505067938602,2.348097131946224,Iris-virginica
+31,7.661517988189582,2.607379705053279,6.899998917557555,2.2826767697043095,Iris-virginica
+32,6.299527305173924,2.510712272407662,4.996049057126722,1.8937917938940019,Iris-virginica
+33,4.594288738070363,3.607351805266595,1.0,0.19997655015590973,Iris-setosa
+34,6.9287440337522455,3.1902547669748462,5.619720794946943,2.3022812414908125,Iris-virginica
+35,5.108307492837909,2.502920537898973,3.016964048265345,1.089695964040403,Iris-versicolor
+36,6.809142909853164,3.1685859213344236,5.486906462233182,2.3124069937939993,Iris-virginica
+37,5.0426576430543335,3.559311254380601,1.4009062964438688,0.20034537338721872,Iris-setosa
+38,6.421251500964148,3.1869520794670754,5.346151200025316,2.2928613787292944,Iris-virginica
+39,5.7030889457923495,3.7734351130688957,1.6630935215695142,0.2767199479821596,Iris-setosa
+40,5.6844570685241695,2.7972926761512618,4.50807977709788,1.314427661350079,Iris-versicolor
+41,6.271960484384173,3.3967539082081,5.625804043204485,2.395458029748407,Iris-virginica
+42,4.607882732661692,3.1801936235434543,1.4175258101560528,0.199567499576081,Iris-setosa
+43,5.9225772403019095,3.2024362827338697,4.793898638332766,1.7938588484189133,Iris-versicolor
+44,5.6347049757843175,3.0,4.518402634017091,1.51154889496645,Iris-versicolor
+45,4.300000527554104,3.0,1.1042547868391448,0.10000009917271364,Iris-setosa
+46,5.1104023959674665,3.2973272795631363,1.7631939492208857,0.4250106507544885,Iris-setosa
+47,5.215085159375233,3.403440868900539,1.4020631894813245,0.19750441198057206,Iris-setosa
+48,4.611528867430687,3.183184223962487,1.4214618457171309,0.2011552093958723,Iris-setosa
+49,5.828028419408586,2.750037145279249,4.148107156637452,1.0482489309646046,Iris-versicolor
+50,6.313940170814705,3.3150066072936673,5.947108564621741,2.5,Iris-virginica
+51,6.875418119312385,3.0614955962861825,5.134081960986291,2.271752849017224,Iris-virginica
+52,5.378171892451803,3.3898399669478416,1.5193521348454837,0.4483266035219324,Iris-setosa
+53,5.530014638740788,3.0,4.493522373571377,1.490990939112272,Iris-versicolor
+54,6.803176869971767,2.7947018238368884,4.834309714470012,1.4058621803041351,Iris-versicolor
+55,6.013538728986222,2.2160146261293345,5.0061655061813415,1.4979484472188846,Iris-virginica
+56,4.402987730724881,3.0,1.3548862717441341,0.19926320498891237,Iris-setosa
+57,5.718299048147737,2.9506940344413004,4.271086412093394,1.3137041759882966,Iris-versicolor
+58,5.505520015814677,2.5010992131824468,4.0195128559966555,1.3207756111955484,Iris-versicolor
+59,4.784609906155839,3.393391901317828,1.8666846608554777,0.1976038654362573,Iris-setosa
+60,6.427852594344986,2.8232876515486858,4.609236779765368,1.4396536744104234,Iris-versicolor
+61,7.9,3.8311212282976252,6.436128478274838,2.0433747209575794,Iris-virginica
+62,6.2004921286360055,3.337036368689665,4.68029668773105,1.6026272479809294,Iris-versicolor
+63,5.150358421070851,3.4046650780414116,1.3939292110575623,0.19910891267930253,Iris-setosa
+64,6.513170307080132,3.0,5.8065804076545025,2.216416646382336,Iris-virginica
+65,7.714968964912702,3.0,6.145562038242775,2.3077259518655757,Iris-virginica
+66,5.10779579035724,2.466886941285804,3.0106198652453715,1.0643423269059598,Iris-versicolor
+67,5.110902954916225,3.407321219427324,1.4025718787313457,0.19935353565134825,Iris-setosa
+68,6.673169645217328,3.0,4.985235482902357,1.7097522600775281,Iris-versicolor
+69,6.0084569176158755,2.8960566465671884,4.590968261651247,1.4669162336539723,Iris-versicolor
+70,6.4316773253717185,3.1994824372583657,5.269219096977313,2.2938915580901416,Iris-virginica
+71,6.1090957510874455,2.5816342702589297,5.0375102231237285,1.8897000309999266,Iris-virginica
+72,5.991251062853158,3.4025099785880117,4.5240825592057785,1.5960655859544521,Iris-versicolor
+73,7.6268814288125215,3.0,6.6274829010344325,2.0945418912559894,Iris-virginica
+74,6.7181179448422546,2.5006009400678644,5.771392620886645,1.8020719274409138,Iris-virginica
+75,5.113951224974572,2.513367172528363,3.1286948909893892,1.1421377026261534,Iris-versicolor
+76,5.705152157748208,3.0,4.22596157101817,1.2067486068547093,Iris-versicolor
+77,7.202369144669235,3.143638390301259,6.023625183288268,1.8027716566444119,Iris-virginica
+78,5.623791819089883,3.0,4.251868249436262,1.3119056730458016,Iris-versicolor
+79,5.726528843250868,2.859706844696962,4.281688754328518,1.2952469103092137,Iris-versicolor
+80,6.409256165740014,3.161390792863612,5.315480871643843,2.2733552816717344,Iris-virginica
+81,6.333350611382872,3.2841566280097427,4.711668767799814,1.6003878015836055,Iris-versicolor
+82,4.81714675654378,3.0,1.419089687880507,0.10000010259826154,Iris-setosa
+83,5.063539657984352,2.482009563446564,2.8275997217620317,1.0683396574070567,Iris-versicolor
+84,5.747629815147371,2.841669419980283,4.500170069852268,1.318585777040869,Iris-versicolor
+85,4.607751129052322,3.5945194440058206,1.0000004391843849,0.20088030651101255,Iris-setosa
+86,4.979161076462194,3.4093419184044795,1.713077447410452,0.2769744557666525,Iris-setosa
+87,5.811166942363625,2.8146976536649206,5.130465113717509,2.4009731539610373,Iris-virginica
+88,5.707822120645375,3.0,4.469142024057506,1.527481211104351,Iris-versicolor
+89,5.6124395078732245,2.487149188613771,3.9177082791035946,1.0976229777209336,Iris-versicolor
+90,6.3148199165683705,3.39871392541832,5.604583097143294,2.401580826004401,Iris-virginica
+91,4.9810813666759834,3.0,1.5957384975721873,0.20171425615537447,Iris-setosa
+92,5.479770176317775,3.0,4.51541993901329,1.4887527743487645,Iris-versicolor
+93,5.533069739454083,2.4705429626130115,3.970401605192333,1.2630538403198808,Iris-versicolor
+94,6.312796157814654,3.4025392918804376,5.582474515612415,2.401791021803098,Iris-virginica
+95,4.986713276036287,2.000000610684844,3.3261367602066674,0.9637527090247838,Iris-versicolor
+96,5.768849278384704,2.7067162444435495,5.100525342262237,1.8989934064032699,Iris-virginica
+97,4.3,3.0,1.0988343657362172,0.1,Iris-setosa
+98,5.993108176082176,2.2043053545392355,3.9772062826121184,1.018471998455042,Iris-versicolor
+99,4.3000005011850995,3.0,1.1078946578005873,0.10000010261925453,Iris-setosa
+100,5.065390820610537,3.569958230432347,1.3977739480038167,0.19916195358288313,Iris-setosa
+101,5.287177562110753,2.745579265002404,4.0741632390778175,1.420492478202064,Iris-versicolor
+102,5.096628443421467,3.8289222370511853,1.7783321215947907,0.20034682833847628,Iris-setosa
+103,6.006594502369897,2.2328687056673524,5.018571256521348,1.479410726803899,Iris-virginica
+104,4.300000823390827,3.0,1.1029852503834454,0.10000013174068165,Iris-setosa
+105,5.992554210328951,3.403766100728178,4.454121295676548,1.594846072555341,Iris-versicolor
+106,5.384465504791925,3.4015394572836684,1.501974753494939,0.39855449511908425,Iris-setosa
+107,7.600567827681101,3.0,6.591347791106816,2.07865318702287,Iris-virginica
+108,6.09996038150989,2.5922518441557343,5.617176296778743,1.3992127869422106,Iris-virginica
+109,5.498104489529172,2.4443604139924417,3.7324675022653384,1.0529521527722971,Iris-versicolor
+110,4.300000698773577,3.0,1.0933719523442702,0.10000011160126357,Iris-setosa
+111,4.79155228433251,3.400589224256611,1.6469913911882799,0.1991929972483389,Iris-setosa
+112,6.852615294516417,3.1937450389874265,5.971265257424332,2.2917825865458106,Iris-virginica
+113,6.212897305427581,2.2007389932326107,4.478924792910229,1.4987086902016873,Iris-versicolor
+114,5.015218843969113,3.6035777417129724,1.3931427211442087,0.19999327992441662,Iris-setosa
+115,7.9,3.7796532045233087,6.42044267338716,2.0111499013804237,Iris-virginica
+116,6.4977903493360705,3.0,5.79994950539693,2.202609436483519,Iris-virginica
+117,6.68608331456233,2.4910277546348594,5.798831764992985,1.7898914987058676,Iris-virginica
+118,4.4058674856723785,3.2032456830140155,1.3086988139438471,0.1987704214201293,Iris-setosa
+119,4.7887130487793765,3.0,1.3979330882628687,0.27759425839572416,Iris-setosa

iris/tab_ddpm/7_0/19/test.csv

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

iris/tab_ddpm/7_0/19/train.csv

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

iris/tab_ddpm/7_0/19/val.csv

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

iris/tab_ddpm/7_0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.013762811720159,2.2151033581482964,4.982176463420176,1.5198651076358498,Iris-virginica
+1,4.601264970103625,3.6609902633234492,1.0000003936954618,0.20267962102006845,Iris-setosa
+2,6.134411760400832,2.5977299758258936,5.612002699069231,1.4101046953661944,Iris-virginica
+3,6.860535819064207,2.79224982223179,4.799704552949186,1.388419068453047,Iris-versicolor
+4,6.282344418847792,3.397124510163635,5.626310803926215,2.382244245677482,Iris-virginica
+5,5.044553620728764,2.0000007076195536,3.577300273083525,1.0151524381688404,Iris-versicolor
+6,4.996782432777411,3.0,1.6058105848613962,0.1968381307154578,Iris-setosa
+7,4.794015808296553,3.394214070409583,1.5935375919602113,0.19774281037842006,Iris-setosa
+8,6.303965928926912,3.2964526888950365,5.9754750001064565,2.4999997881863067,Iris-virginica
+9,5.9828056641088,2.9052869097970624,4.570792071455861,1.483929395402614,Iris-versicolor
+10,5.54400364069449,4.199998838880677,1.4076839082651957,0.20333328312730053,Iris-setosa
+11,6.588914248944004,3.0,5.81035346619458,2.1999068418364294,Iris-virginica
+12,5.6749342481847025,2.985851112398802,3.897334498481803,1.2747073967988698,Iris-versicolor
+13,6.509015306472799,3.132567882584728,5.255060759119182,2.1041171782063275,Iris-virginica
+14,5.799270236738047,2.700972008498128,5.083167117112584,1.9084463773634606,Iris-virginica
+15,5.72120247292678,2.8888179817625503,4.206856246869964,1.3007886081363709,Iris-versicolor
+16,6.0802347819328535,2.5860385785544278,5.607851484936694,1.4049112569937259,Iris-virginica
+17,5.221180298668615,3.39915552168469,1.399615755473631,0.19704890825700438,Iris-setosa
+18,7.728686079799351,2.606040159705878,6.9,2.3039273762946086,Iris-virginica
+19,5.072975812200844,3.321658722441701,1.7148993373894261,0.4912911348217624,Iris-setosa
+20,7.731485208090007,2.600787825685521,6.9,2.303923234120012,Iris-virginica
+21,5.7885618114171145,2.70437216269841,5.084531162472604,1.9113904198178595,Iris-virginica
+22,6.016505953670453,2.1957460132484306,4.992278166846387,1.5108579816227663,Iris-virginica
+23,7.9,3.777124751032744,6.391892203846107,2.033082737148756,Iris-virginica
+24,5.510748121591716,2.5123480595087235,3.8836940357865997,1.1900600414012477,Iris-versicolor
+25,4.8170495666185005,3.410003849665097,1.896309002214504,0.20300466402765358,Iris-setosa
+26,7.704712477468191,2.8132159327022523,6.691344631743699,2.042945894581312,Iris-virginica
+27,4.3,3.0,1.1100359134142168,0.1,Iris-setosa
+28,4.807409314400342,3.3999246498982667,1.7822544886305949,0.2035520753912477,Iris-setosa
+29,5.49681938365642,3.0,4.511699743851844,1.4980210680738355,Iris-versicolor
+30,4.435410432480158,3.2074789817478746,1.3232645062368311,0.1912561073088903,Iris-setosa
+31,4.395404323184056,3.198259128593396,1.2887053637416117,0.19912493709477305,Iris-setosa
+32,6.001994589773142,2.199414623244627,4.024198284351244,0.9582029216927919,Iris-versicolor
+33,5.186257867295378,2.7111249297648934,3.9172297371369065,1.3980669852343013,Iris-versicolor
+34,7.7020221027598295,2.586068184705818,6.9,2.2913135839937526,Iris-virginica
+35,5.102494702853823,2.00000172698999,3.596952956985879,1.0428585275432518,Iris-versicolor
+36,5.473972258657726,2.418279224361944,3.6716197422803263,1.0281628390945967,Iris-versicolor
+37,7.89999901505905,3.8067576379648287,6.38583105279607,2.028452767062768,Iris-virginica
+38,6.684475961982362,3.0872037017633427,4.649914983264496,1.4643638603534777,Iris-versicolor
+39,5.102238043269203,3.321605472885657,1.598168124125251,0.44958554348080293,Iris-setosa
+40,5.686610268680713,2.9696787402198943,4.284999507204287,1.3527172634004365,Iris-versicolor
+41,5.49906531746962,4.2,1.4030394614151938,0.19803800032107727,Iris-setosa
+42,7.674201379800761,3.0,6.065390262266048,2.2742101282598304,Iris-virginica
+43,6.682705374852283,3.1137852359373754,4.708997583232119,1.497579805174733,Iris-versicolor
+44,5.610585877360138,2.892121445078922,3.6591062248991846,1.305482340689877,Iris-versicolor
+45,5.133375416263673,2.507374791634715,3.310499259240917,1.1448900162156914,Iris-versicolor
+46,6.031062539865724,2.8763532321681096,4.638605037107021,1.4384733868425867,Iris-versicolor
+47,5.6662368393500016,3.0,4.500476034335012,1.5289099356594986,Iris-versicolor
+48,6.285112634114512,3.3982425223083723,5.61949365377383,2.3944835116364334,Iris-virginica
+49,4.781523103337138,3.0,1.402872818085666,0.2811428004564509,Iris-setosa
+50,5.785187121819133,2.874682305708882,4.264070213918863,1.3906986919593955,Iris-versicolor
+51,5.394756556353285,3.9033537114482466,1.2900174873291061,0.33076200521491633,Iris-setosa
+52,4.795365459178361,3.404952812060757,1.6652120325907465,0.20176536773524803,Iris-setosa
+53,6.022268177711779,2.910654389310905,4.539267454937704,1.500872354613512,Iris-versicolor
+54,5.018408446678015,3.0,1.5914104366236288,0.19784495248346823,Iris-setosa
+55,6.49197785482789,3.0,5.80758941147632,2.1955756489095357,Iris-virginica
+56,5.126017986994131,3.2969798365366842,1.69187904066764,0.4591552781558136,Iris-setosa
+57,5.791366261668139,2.708165830398108,4.1443466804975175,1.0406521970411458,Iris-versicolor
+58,5.2092004486123535,2.710725126362787,3.908867060216038,1.401925984920413,Iris-versicolor
+59,6.79357296002729,3.217041330553186,5.839608334145914,2.3090519585376765,Iris-virginica
+60,6.786145128464948,3.1970506961976835,5.888866782262067,2.296639172003296,Iris-virginica
+61,5.660780499255262,3.0,4.53607475399929,1.5237478034159742,Iris-versicolor
+62,6.339272036339583,3.2837720403178814,4.704951358461432,1.5914925222475813,Iris-versicolor
+63,6.702113266943941,3.0,5.005676023450157,1.7003123621241714,Iris-versicolor
+64,4.888110373293418,3.0552852125991015,1.486062233251189,0.10000013009987689,Iris-setosa
+65,4.77555693404353,3.0,1.4054612840229437,0.2934742449171685,Iris-setosa
+66,5.494224764123923,3.0,4.489677170516993,1.4894237399727297,Iris-versicolor
+67,4.974025221111377,2.0,3.597801559922997,1.0608497958052894,Iris-versicolor
+68,5.897376941850752,3.1972516427734026,4.815782280165898,1.7703241029840902,Iris-versicolor
+69,6.85325384416263,3.2023905101599555,5.684955937408146,2.3064438662318536,Iris-virginica
+70,4.3,3.0,1.0975852248165243,0.1,Iris-setosa
+71,5.997253671787012,3.3972055530329843,4.477306807057845,1.6038338279688613,Iris-versicolor
+72,6.246935267866287,2.7647699461721102,4.8235887466307865,1.8031293033435882,Iris-virginica
+73,5.602758459264195,2.892270427067192,3.5526563149239356,1.2999455798513637,Iris-versicolor
+74,6.534083020775101,3.197712113938979,5.082393603133885,2.0545932631340325,Iris-virginica
+75,5.787658831615386,2.6793862031589857,5.113672554885352,1.8962764688125329,Iris-virginica
+76,5.168474527710739,2.6301357692742116,3.7886651139664,1.3402685118437823,Iris-versicolor
+77,5.22197533372175,2.631176700848326,3.8041444008099736,1.3623337794682304,Iris-versicolor
+78,4.3,3.0,1.0936136830716572,0.1,Iris-setosa
+79,6.29473005670377,2.5209176093051693,4.994308833912018,1.8806999789585426,Iris-virginica
+80,5.01527838264302,2.0000006402694503,3.444269939795941,0.9884819266566152,Iris-versicolor
+81,6.67388700953406,3.0,5.003105654962478,1.6839983695070502,Iris-versicolor
+82,4.40390806087379,2.907611277192605,1.3999729380471553,0.20221480521558335,Iris-setosa
+83,5.998581007822365,2.1924462788931516,3.9951378982361185,1.0189804675865692,Iris-versicolor
+84,4.405922186563498,3.192520782354654,1.2867667171988555,0.2010766381940777,Iris-setosa
+85,6.41930189780318,3.175413982085856,5.3265460989465545,2.3018401144307568,Iris-virginica
+86,5.378283616202425,3.0,4.4967443620168694,1.5054411740947258,Iris-versicolor
+87,5.247580301426759,2.715824782787904,3.962339055301295,1.4159365231394363,Iris-versicolor
+88,6.817617030384053,2.801729710048473,4.78721883940373,1.4044888690668502,Iris-versicolor
+89,6.877994810538157,3.203134167711576,5.723494007294139,2.2047060526412454,Iris-virginica
+90,5.548692273723222,2.515736805501536,3.8577971382683596,1.1257477143403456,Iris-versicolor
+91,5.289500160396631,2.5023065206932023,3.7066707158698566,1.1906683612136386,Iris-versicolor
+92,5.2237328200938125,3.3969445740342783,1.3952565954460834,0.20081296038091914,Iris-setosa
+93,5.834323844110086,2.815727678616192,4.566433135654784,1.283737849635072,Iris-versicolor
+94,6.800836743492392,2.8143014494874117,4.76846616331301,1.4021537845588525,Iris-versicolor
+95,6.696945473035478,3.0,4.960633825539204,1.674972291197826,Iris-versicolor
+96,6.6771369267033345,3.0,4.967699706747189,1.6927283361856393,Iris-versicolor
+97,5.985738835736677,2.207356446878237,5.0194738017242,1.4862396253072248,Iris-virginica
+98,4.602552779246091,3.6090288494942215,1.0000004021200235,0.1866560693550851,Iris-setosa
+99,5.586837306614215,2.4655268781825144,3.9079762823067745,1.1296141360267589,Iris-versicolor
+100,5.969901346001318,2.9008641476514057,4.515592660771246,1.4767536426008914,Iris-versicolor
+101,5.592671809329766,2.5011588532090996,3.983440687670888,1.1313767490025557,Iris-versicolor
+102,5.402427103932753,3.0,4.501705568980423,1.4954070803614796,Iris-versicolor
+103,6.678373148146111,3.052334659424001,4.6259642251818835,1.4657722995521776,Iris-versicolor
+104,5.986440717600073,2.7916154770217534,4.612819765542399,1.2127636284222185,Iris-versicolor
+105,5.771064057985773,2.8073194089467997,5.1095647847606225,2.4004698704345104,Iris-virginica
+106,4.300000504153212,3.0,1.1001295661957606,0.1,Iris-setosa
+107,4.838650089194616,3.456331387126812,1.5985858921818403,0.19962721225645258,Iris-setosa
+108,5.801598088894501,2.700948356327309,4.0767841043492545,1.0577250429535825,Iris-versicolor
+109,5.385677766519,3.394727798903751,1.511065079676518,0.4458336199173457,Iris-setosa
+110,5.712780929831557,3.8006607790248923,1.6755478453628336,0.307725077398435,Iris-setosa
+111,7.708747481294804,2.5958463665557314,6.9,2.2946518003836034,Iris-virginica
+112,6.019864686550917,2.915020140398993,4.527373411600846,1.496017825487642,Iris-versicolor
+113,5.501503002974733,2.5314387134338374,4.1058181705531815,1.32256133322099,Iris-versicolor
+114,4.791235031304184,3.0,1.4014474209482621,0.33668832746198585,Iris-setosa
+115,4.3,3.0,1.1003272465684641,0.1,Iris-setosa
+116,5.211188427596784,3.402972565688397,1.4022370601471774,0.2014518499779504,Iris-setosa
+117,6.491507368620656,2.5189706036325994,5.221033419963813,1.8288617017684865,Iris-virginica
+118,7.68909015298969,2.6076013866818393,6.899998892787063,2.303792375502201,Iris-virginica
+119,5.115778822831919,3.7657429873646673,1.6063065450223684,0.20030368768457768,Iris-setosa

iris/tab_ddpm/7_0/2/test.csv

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