a

iris/tab_ddpm/5_2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.703447393848577,2.6283385604443628,6.899998526081646,2.28361844764117,Iris-virginica
+1,6.116021958546532,2.603524326196382,5.5980856211664864,1.4048162136473774,Iris-virginica
+2,6.314802373509832,2.500783546934053,4.8615078032291335,1.487122064972092,Iris-versicolor
+3,6.542059061934061,3.0,5.7923147267451665,2.203128967893787,Iris-virginica
+4,5.568988972810002,2.6880622932543963,4.446920614113093,1.2575899256365255,Iris-versicolor
+5,5.78044684137981,2.706114910386101,5.076013268072309,1.8795639169706606,Iris-virginica
+6,5.119880539943114,3.7742954136349103,1.4960220199792458,0.20053587241579368,Iris-setosa
+7,5.601376232939731,2.509255716178362,3.9061977116463487,1.112187788889157,Iris-versicolor
+8,6.95958195315751,2.8162389603985445,4.828817382966072,1.4149176762031448,Iris-versicolor
+9,4.857958497315109,3.045084752052555,1.4799991268778323,0.1,Iris-setosa
+10,5.36899830996949,3.0,4.481973118602503,1.5067971116157464,Iris-versicolor
+11,5.372700633231357,3.6766488780490754,1.5578609476652692,0.20046230538413773,Iris-setosa
+12,5.586905280494496,2.5944749752162455,4.391537799526577,1.1957916893457168,Iris-versicolor
+13,5.095197486167227,2.4896282932151306,3.111134328694212,1.0945846963523436,Iris-versicolor
+14,5.540322257768347,2.404050343697342,3.684887576609611,1.0779650213649452,Iris-versicolor
+15,6.38374000620342,2.9007311002694407,4.340108312188967,1.3083920696238782,Iris-versicolor
+16,5.5236121432406176,2.6063831510678535,4.297469491098297,1.215571265117589,Iris-versicolor
+17,5.52411699289273,4.2,1.4116302962185223,0.19926597509716132,Iris-setosa
+18,6.088825778971352,2.742767231041195,5.288483316891446,1.8024763471142144,Iris-virginica
+19,6.799484091738531,3.0,5.475011074848639,2.11873506533926,Iris-virginica
+20,5.09261233917588,3.4772910968111055,1.399334091355372,0.30985201386910605,Iris-setosa
+21,5.809815953911364,2.6909077822194423,5.091460495815594,1.8986427524078988,Iris-virginica
+22,4.989980593535067,3.424076326495953,1.4915424736378926,0.38118772099393916,Iris-setosa
+23,5.415078804898705,2.439114262633289,3.7154949382128457,1.1073995130077896,Iris-versicolor
+24,4.991607266223095,3.217813304459585,1.409237863774025,0.19593770505687053,Iris-setosa
+25,5.417005788685822,3.0,4.512277016774836,1.4989794829139769,Iris-versicolor
+26,5.831859378908435,3.1572750441860014,4.7319122966268905,1.766384768531818,Iris-versicolor
+27,6.942928784126196,3.0852364735321274,5.109178726450239,2.2916102860453016,Iris-virginica
+28,6.640998217024076,3.2958855430211345,5.630654005604859,2.5,Iris-virginica
+29,5.14085769621369,3.3135968855528013,1.6885174392601185,0.49432330800244106,Iris-setosa
+30,6.698029907780949,2.529096728679378,5.8333227739988684,1.8052485662716309,Iris-virginica
+31,5.572092643689802,2.5920439199757004,4.2723017615831775,1.2088053838723716,Iris-versicolor
+32,4.7888804076106934,3.0,1.3899816731341537,0.39665710618431055,Iris-setosa
+33,5.121919855763976,3.3129108253099226,1.8056159028339338,0.38290713823310873,Iris-setosa
+34,6.2380631912344935,2.2,4.548681024863672,1.4600898149032437,Iris-versicolor
+35,7.9,3.821959649491535,6.386320727567612,1.9856807087989252,Iris-virginica
+36,6.817655992260779,2.800630938937064,4.79646438668256,1.3945011991122254,Iris-versicolor
+37,6.2521041554906684,2.2,4.594381517287151,1.5130078113721057,Iris-versicolor
+38,6.533311638068373,3.1728252320364367,5.12573550766901,1.9665327780706803,Iris-virginica
+39,5.552807420149554,3.0,4.289109425903178,1.4141317413157486,Iris-versicolor
+40,4.618355546416783,3.407172772181889,1.4004358587867287,0.3065731867343388,Iris-setosa
+41,5.376663944349381,3.398755762380894,1.49986163726566,0.2794812478957555,Iris-setosa
+42,6.9180938322475605,3.0812302039191275,5.105665928414677,2.2953605201369705,Iris-virginica
+43,6.3105178402683855,3.3034366703701545,4.676089967625394,1.583049723977626,Iris-versicolor
+44,6.295555503225071,3.274176060446321,4.7065263482907,1.5953174268022958,Iris-versicolor
+45,5.60724499784083,2.7263691506347736,4.429445808827957,1.2863097465222493,Iris-versicolor
+46,6.290695913368105,2.691714450639111,4.91345571595047,1.797701728489018,Iris-virginica
+47,4.489478861722164,2.301071507442333,1.2988081482827052,0.31654314532706546,Iris-setosa
+48,6.003352427613066,3.0,4.897668340315264,1.800824515903167,Iris-virginica
+49,6.711300083531583,3.3009039560797993,5.6938975211175915,2.0864219046896704,Iris-virginica
+50,7.691854752888532,2.5744852010822465,6.9,2.292702372805308,Iris-virginica
+51,4.996331853811265,3.3924340743152253,1.654158574336597,0.4236628706509196,Iris-setosa
+52,4.979241402736636,3.3967639192473937,1.4918389145897477,0.3322644726119636,Iris-setosa
+53,6.299809248217563,3.3924267665527497,5.570927848539913,2.3915055264994924,Iris-virginica
+54,7.050605111486488,3.0518425659370894,5.923677103967101,2.188773798245579,Iris-virginica
+55,5.25493256671726,2.7915315145530792,4.253524203812011,1.3957059153357871,Iris-versicolor
+56,6.162615726285144,2.2,4.506208269200919,1.4936081387686115,Iris-versicolor
+57,6.923108576048153,3.1999685093371713,5.801924615483197,2.2954385999870905,Iris-virginica
+58,5.09963368787262,3.5255515832185176,1.4061785315176907,0.3426643406230779,Iris-setosa
+59,5.677745003935892,2.7937009583259553,4.517269765910752,1.3094447891873282,Iris-versicolor
+60,4.99528201237812,2.4333862903080137,2.990621666218101,1.1054790393771041,Iris-versicolor
+61,5.178412766570058,3.4847566406504513,1.5859588396279742,0.19933362580580616,Iris-setosa
+62,5.128345049328009,3.3172768715359964,1.6583951764054914,0.4347188037954638,Iris-setosa
+63,6.307173479797749,3.404644705641778,5.581724099398282,2.4019443332759667,Iris-virginica
+64,5.599757733611034,2.6573936309902817,4.187753590063537,1.2830442287224875,Iris-versicolor
+65,4.59116159167986,3.198489399132863,1.390240304030563,0.20043819527855042,Iris-setosa
+66,5.505038929153229,2.4036944931363764,3.8445390119680507,1.1008152043106092,Iris-versicolor
+67,6.797317762049876,3.2097365324977547,5.7762376764818635,2.283796609542672,Iris-virginica
+68,4.795334711576152,3.0,1.4008279340060905,0.31747674994056885,Iris-setosa
+69,7.9,3.7623576109908536,6.422360979534725,1.9948996484012633,Iris-virginica
+70,6.705177074681871,3.2931974191768147,5.759282977471398,2.1145476543489687,Iris-virginica
+71,6.693301436551998,3.2990430485675937,5.690457140898663,2.1037124627797374,Iris-virginica
+72,5.855766250676024,3.208771488270262,4.816935300502164,1.8125133209266613,Iris-versicolor
+73,6.532614471720325,3.0,5.48215551061261,1.7946351137246839,Iris-virginica
+74,4.9936916172656005,3.1815599392803624,1.200000274721424,0.20293379335521672,Iris-setosa
+75,5.005460582867534,3.366468331862597,1.3942870836422134,0.2793162988729862,Iris-setosa
+76,5.2802756206566155,3.723491094142677,1.4990799347278614,0.1971346780243145,Iris-setosa
+77,4.489102529374527,2.2946018254360436,1.2985485887790642,0.29810622081051225,Iris-setosa
+78,5.5073948744396795,2.4070060295576425,3.8339215242088023,1.0646614612547003,Iris-versicolor
+79,4.897555688374191,3.111081963113638,1.5034828850734172,0.10000010217781506,Iris-setosa
+80,4.763591881207532,2.985888840740016,1.4000999265605216,0.3261560332840374,Iris-setosa
+81,5.920930206088773,3.23561820861264,4.804635110088481,1.7950060091882971,Iris-versicolor
+82,6.18602232695353,2.2,4.542312499668048,1.5012354292627375,Iris-versicolor
+83,5.067547162190137,3.3780619237253595,1.4831460705390498,0.22287320148728398,Iris-setosa
+84,5.927591246550904,3.1844223145340598,4.787975968136556,1.7898878369389273,Iris-versicolor
+85,5.609510181850737,3.0,4.214224227770466,1.2990913240714836,Iris-versicolor
+86,5.085132506272011,2.480658196670804,2.9623467722798216,1.1011228447955972,Iris-versicolor
+87,6.290995128694426,2.5110106511654036,4.953502051738991,1.5304171289166493,Iris-versicolor
+88,6.702509314940224,3.0,5.007949445400761,1.7060941443554898,Iris-versicolor
+89,5.392847209534689,3.671428743420369,1.593304988691887,0.20202198471297453,Iris-setosa
+90,6.276302262640366,3.28704183822983,4.6697029603873075,1.579489582788059,Iris-versicolor
+91,6.476758658490562,3.180258102474032,5.106733882086029,2.002748271636846,Iris-virginica
+92,6.815879380309853,3.0,5.561422486006191,2.124316025925506,Iris-virginica
+93,5.255107414665518,3.394217029872164,1.6381468491030173,0.20946836488208673,Iris-setosa
+94,6.517680441577908,3.0,5.515809287431933,1.8038223628766403,Iris-virginica
+95,4.695452851604576,3.137564800717206,1.399735138337428,0.219667417490089,Iris-setosa
+96,4.898680527511835,3.0937045156292866,1.5683275711911784,0.10000009544810519,Iris-setosa
+97,4.882389538511973,3.0759913726399213,1.4766318070901363,0.1,Iris-setosa
+98,6.526335092901682,3.0780246448334907,5.176742451529283,1.9155620652919627,Iris-virginica
+99,5.995027038163002,2.883925687468474,4.52447187523352,1.471520010941204,Iris-versicolor
+100,5.073930938783078,3.6934071798830566,1.4978679675807374,0.43687148095036443,Iris-setosa
+101,5.953887754805137,2.656872991752193,5.086903104996028,1.8660109956860826,Iris-virginica
+102,6.51224345189864,3.196849355635384,5.103210664863755,2.0146367850877067,Iris-virginica
+103,4.924379273431824,2.427679772315208,3.2828832501533767,1.0821834585504937,Iris-versicolor
+104,6.041275192353917,3.0,4.564420275952854,1.4036051150653581,Iris-versicolor
+105,6.006371986930516,2.2,5.008133096360988,1.4965888361477016,Iris-virginica
+106,5.909095882741779,3.207355573331474,4.7871264267732005,1.7916952815257012,Iris-versicolor
+107,6.989385880166209,3.1086289728949006,5.766078459304495,2.2422453332102323,Iris-virginica
+108,6.433030141843996,3.0,5.531474771534014,1.7974509845363524,Iris-virginica
+109,4.400000997764981,2.8968500589506236,1.4051570147447239,0.20092678231800895,Iris-setosa
+110,7.8999985461648246,3.7696894259999687,6.374344098671144,1.988818467010389,Iris-virginica
+111,6.112623416621479,2.8088258313851653,4.730998919308487,1.1912841370520435,Iris-versicolor
+112,6.2654820518878225,3.299500001307576,4.742642020677512,1.6373169051022916,Iris-versicolor
+113,4.904858438333884,3.1066866388597907,1.6208050714667326,0.1,Iris-setosa
+114,6.818910390131176,3.185476140064673,5.8648577847000585,2.2956331875069305,Iris-virginica
+115,5.370658267559514,3.384682373978815,1.7106180107909206,0.19876833044767586,Iris-setosa
+116,5.224150090050557,2.7347295680336785,4.028424094348981,1.433911467735151,Iris-versicolor
+117,6.298444576142308,2.5129633356284407,4.92880330984948,1.5392655068714953,Iris-versicolor
+118,6.403926788762428,3.0,5.77852666881084,2.1071894754364213,Iris-virginica
+119,5.094968586939559,3.5534466973853447,1.3816732423118028,0.33525213485978217,Iris-setosa

iris/tab_ddpm/5_2/0/test.csv

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

iris/tab_ddpm/5_2/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/0/val.csv

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

iris/tab_ddpm/5_2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.978864649320468,3.2619935308996983,1.4014456890805698,0.20062307255538045,Iris-setosa
+1,4.831421943746363,3.0,1.4135035291040152,0.10000013350474919,Iris-setosa
+2,5.633209219849873,3.8108915728628405,1.8239845493458093,0.35650637428413323,Iris-setosa
+3,5.501567673680805,4.199998841770236,1.40336902881983,0.20221839379383014,Iris-setosa
+4,5.599851475663383,2.704198622539023,4.297929034832046,1.2890043179962096,Iris-versicolor
+5,4.909951887473442,3.0061166844777985,1.3891791119967203,0.22284014735254826,Iris-setosa
+6,5.434977811893702,2.6454062497019772,4.2036856936900575,1.3435763422107583,Iris-versicolor
+7,5.826614092144369,2.7308941786942063,5.118355026827122,1.8835940137601932,Iris-virginica
+8,6.325344236456263,3.302483778557903,4.699190005918385,1.597103960068751,Iris-versicolor
+9,4.820953168954483,2.400349818252633,3.306395678077986,0.8891097879099605,Iris-versicolor
+10,6.636781726277459,3.0,4.97958208715397,1.6549120475751482,Iris-versicolor
+11,5.210408221815584,2.762213881939713,4.003113422602777,1.409029238953902,Iris-versicolor
+12,6.516554480494399,3.0,5.5121779890300395,1.8022874435907295,Iris-virginica
+13,6.680722533863986,3.0,4.999324397071547,1.716535191741195,Iris-versicolor
+14,4.996089835260605,3.202856687219281,1.2000001813145962,0.19864139222279753,Iris-setosa
+15,4.400000620658468,2.882498145702541,1.398274179550416,0.1865625634207112,Iris-setosa
+16,6.199894279299062,2.2000003031313224,4.44927080107262,1.4973321984607288,Iris-versicolor
+17,4.930919674148053,3.0,1.4051718365886325,0.20241673057073362,Iris-setosa
+18,6.098370616323181,2.8882604631632804,4.689010913845376,1.3787245732084812,Iris-versicolor
+19,5.983712957905703,3.0,4.882867952573449,1.8069319556808565,Iris-virginica
+20,6.838730761659819,3.2043778848681295,5.824394585994979,2.2931451809546224,Iris-virginica
+21,6.730644168951571,3.2842933948700836,5.694421287931741,2.5,Iris-virginica
+22,7.70504436896146,2.5967875461449204,6.899998537765461,2.3070639677123106,Iris-virginica
+23,6.531959156325546,3.0,5.529567896066211,1.7998131981470475,Iris-virginica
+24,6.910624585419958,3.069079247283839,5.767899473692036,2.2180857152866826,Iris-virginica
+25,4.975706139266759,3.205679984643024,1.4198756456079824,0.21258528461896312,Iris-setosa
+26,5.2247546742283415,3.6043186986511735,1.5455048588908558,0.20713435293010374,Iris-setosa
+27,6.979859158169557,3.164441793304451,5.835696664894197,2.288146429382301,Iris-virginica
+28,7.8999988917285435,3.8329121092742575,6.441283879607714,1.9951248056356812,Iris-virginica
+29,5.742420455019696,3.0,4.294147333904426,1.5386498677740785,Iris-versicolor
+30,6.108983771303386,2.801504197820057,4.687216854675984,1.1744173679314485,Iris-versicolor
+31,5.600042415267259,2.704678320472884,4.252082838174959,1.2911281720106687,Iris-versicolor
+32,6.730200594486455,2.513353162108727,5.7996897212603375,1.8025044229089102,Iris-virginica
+33,7.160826986774186,3.0,6.041038143727894,2.023903320311116,Iris-virginica
+34,6.712593007637935,3.305028055690512,5.761228740002744,2.1104422061967467,Iris-virginica
+35,5.463369052409508,3.872313662199283,1.7129252941627562,0.3599618154778217,Iris-setosa
+36,6.016121832407573,3.0,4.726538253966889,1.7957372030316983,Iris-virginica
+37,5.4940708766185615,3.85263132329911,1.4993885149923087,0.475556313261297,Iris-setosa
+38,6.02633090015832,3.0,4.5239502279950425,1.4128431217844548,Iris-versicolor
+39,4.987921456211143,3.200715391274111,1.2,0.19384314417055393,Iris-setosa
+40,4.645869981812012,3.4047391869023436,1.3911625811024395,0.29326943255874693,Iris-setosa
+41,4.885260822847622,3.0708870652488702,1.4930062481672721,0.1000001196878575,Iris-setosa
+42,5.81097955950146,2.7875758134110353,4.63622659054572,1.3455641198734467,Iris-versicolor
+43,6.789743366576072,2.78251386709639,4.803441213002648,1.4142543031218422,Iris-versicolor
+44,5.649270332474763,2.831925562889914,3.9369113287625632,1.2860067694889545,Iris-versicolor
+45,5.673165849929455,3.7947809263330985,1.775042082578049,0.30237976627462493,Iris-setosa
+46,6.321768927177304,3.397579453904503,5.594643747869178,2.402118261593851,Iris-virginica
+47,6.308199067695796,2.293604991110737,4.390932377120718,1.3024337760500706,Iris-versicolor
+48,5.996469090344319,3.037582629824318,4.4625255160767985,1.4467743400054578,Iris-versicolor
+49,5.142666552627919,3.402484190165991,1.4955501423241584,0.1978870123904668,Iris-setosa
+50,6.286448686039902,3.400625908337487,5.612545621552352,2.403077040639456,Iris-virginica
+51,4.900691802025272,3.0,1.4002804891087035,0.19815723237413718,Iris-setosa
+52,5.59941091073936,2.6900360210356693,4.251038805501764,1.292641775223192,Iris-versicolor
+53,6.114777834556992,2.60849869011128,5.597462208992528,1.4323103109826212,Iris-virginica
+54,5.99846229163785,2.991897617653845,4.876206092967762,1.814510268072827,Iris-virginica
+55,5.1246040889837134,3.7161574304410356,1.5055661510658045,0.3820931337445479,Iris-setosa
+56,6.514522362175388,3.0201250709588368,5.398258516797085,1.8770956401683343,Iris-virginica
+57,5.631552525718421,3.0,4.09425491938445,1.3117002986254354,Iris-versicolor
+58,6.351502398973355,2.9733934474486095,5.558192264902387,1.8108764445578722,Iris-virginica
+59,4.908324544977104,3.0,1.402064021652203,0.20300443929807918,Iris-setosa
+60,5.971889054283108,2.935350653473123,4.565636183960502,1.3658056401414163,Iris-versicolor
+61,6.776015752052661,3.0880340276764895,5.104882963897969,2.249581193528554,Iris-virginica
+62,5.109974708208483,3.5564757742420325,1.5930240511841849,0.20218139397424414,Iris-setosa
+63,4.648247135214613,3.3891241399386858,1.4258804574581159,0.3348485675532936,Iris-setosa
+64,4.607124425519277,3.1990747322201223,1.4022866569558494,0.1954046489063825,Iris-setosa
+65,5.409123198309648,3.0,4.525216463261214,1.491255459255975,Iris-versicolor
+66,5.139887201240674,2.4729152099112395,3.2892623141906774,1.0934720739014745,Iris-versicolor
+67,4.823229546803246,2.3730102940897395,3.320068061928734,0.9718681910249432,Iris-versicolor
+68,5.16593223725474,2.486995334063521,3.1048814942223855,1.0747908009283202,Iris-versicolor
+69,4.881661553018331,3.0,1.3984049414604216,0.1992509794922861,Iris-setosa
+70,5.396525717954145,3.393575717672981,1.8443420985392738,0.2022596513275077,Iris-setosa
+71,5.547489370584509,2.4916926929869243,3.9204844319110865,1.1227822375601588,Iris-versicolor
+72,5.118253572264247,3.2988143858837145,1.6376674790735621,0.48588387279125844,Iris-setosa
+73,5.435249155408451,3.0,4.511976974803243,1.4897071354056142,Iris-versicolor
+74,5.565541556446847,2.429683665245467,3.799209126023129,1.076983918142003,Iris-versicolor
+75,5.591720270827854,2.9086906590232573,3.6898693158017757,1.3045991768502083,Iris-versicolor
+76,4.928326223286442,2.4116771636554297,3.2548979415901975,1.0386155325959723,Iris-versicolor
+77,4.4,2.8808749999798255,1.4129625934493877,0.20003551549841658,Iris-setosa
+78,5.773617343843902,2.688156329543769,5.089414338879266,1.9003418653938142,Iris-virginica
+79,6.3028001266887745,2.7084050375898703,4.938387708069257,1.807481042539286,Iris-virginica
+80,5.061439995230766,3.388901488333579,1.4159940333123473,0.286082969656414,Iris-setosa
+81,5.087081299557388,3.3856156638888657,1.4932899949922662,0.2019630139794705,Iris-setosa
+82,6.0998495304159235,2.6101718624175394,5.566292734509093,1.3989089643887558,Iris-virginica
+83,6.162348739465105,3.1371869108238544,4.5731056036761215,1.4296084582518707,Iris-versicolor
+84,6.947503156956159,3.0879771741255246,5.105330591293773,2.3077453430892856,Iris-virginica
+85,7.689728922369344,2.621592508376081,6.8999981621941755,2.284539108536141,Iris-virginica
+86,6.709014434569285,3.3021948303181468,5.688110470752607,2.097107769136058,Iris-virginica
+87,6.700458673051083,2.494569061943295,5.8496157006011495,1.797083873346835,Iris-virginica
+88,5.900499459853041,3.0,5.09861610093294,1.7961553004466935,Iris-virginica
+89,4.4,2.9158195235167383,1.39189781315081,0.19731417168220944,Iris-setosa
+90,6.112039408951528,2.5930535508929506,5.60532896996286,1.4032730265240898,Iris-virginica
+91,5.905911728700774,3.20644393167294,4.795942001019551,1.8016360048688733,Iris-versicolor
+92,6.279264677976404,2.5204068483255706,4.934536873672985,1.5288878668532844,Iris-versicolor
+93,6.409953741832181,2.8954136834800748,4.278150158773215,1.3036348243530087,Iris-versicolor
+94,6.668284288189138,2.5172592765582795,5.715952483255077,1.8004888066728897,Iris-virginica
+95,5.396035314225837,3.0,4.495334196696024,1.483624245812001,Iris-versicolor
+96,5.111493016857947,3.4996477937438675,1.395228627677394,0.2964498608501276,Iris-setosa
+97,6.74127130363095,3.097940915334014,5.120183935815553,2.2459973496065038,Iris-virginica
+98,6.4862270629610395,3.1975018376144075,5.108468970228837,1.9975170369476183,Iris-virginica
+99,7.098093514483542,2.9918298056215376,5.984911825894615,1.9669812833838822,Iris-virginica
+100,7.735012510394425,2.6048146928899265,6.9,2.294195853178277,Iris-virginica
+101,5.389789335474067,3.0,4.555702409140956,1.4872160965451997,Iris-versicolor
+102,5.479700122435598,3.0,4.367496260227122,1.4010261642005508,Iris-versicolor
+103,6.005956853402078,3.0,4.786136534607461,1.7953250252035065,Iris-virginica
+104,6.8610065383188585,3.0,5.517183467337032,2.107384712415497,Iris-virginica
+105,5.61333824457824,3.0,4.134650114271469,1.297878307723533,Iris-versicolor
+106,5.6240805530062685,2.7871614427693596,4.3814719712153165,1.281715335274057,Iris-versicolor
+107,5.600981982902663,3.0,3.792243741506425,1.3322901521672594,Iris-versicolor
+108,6.532595745084151,3.0,5.474943442111829,1.8094154732779681,Iris-virginica
+109,5.5290453831182935,2.5225241004086234,4.223739923618098,1.123761533456687,Iris-versicolor
+110,5.765394192347404,2.6309394502481607,5.089977376250169,1.8689093142870803,Iris-virginica
+111,6.902935011026533,3.204430872851001,5.742425117711824,2.3002663302656052,Iris-virginica
+112,5.662625294172825,2.470208768747212,4.971679781838989,1.9764928688688326,Iris-virginica
+113,4.7825506844646135,3.0,1.3808353690577788,0.1,Iris-setosa
+114,4.60024133459896,3.3902882935714094,1.3924272880032078,0.32494947545431835,Iris-setosa
+115,4.885812043284723,3.098412586071957,1.5969093131095844,0.1,Iris-setosa
+116,6.520817477502402,3.067704888984931,5.256652175068296,1.8982932488957154,Iris-virginica
+117,6.778580353820086,2.7998803532646854,4.7569035047419925,1.371026313458364,Iris-versicolor
+118,5.710309144025253,3.7913354182057915,1.6156494653168554,0.34361866856164874,Iris-setosa
+119,6.286105731696587,3.280831449946351,4.691519934289045,1.5602195011068798,Iris-versicolor

iris/tab_ddpm/5_2/1/test.csv

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

iris/tab_ddpm/5_2/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/1/val.csv

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

iris/tab_ddpm/5_2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.815038898983106,2.6244606618670323,5.062441682114357,1.934756449527359,Iris-virginica
+1,6.02322764309734,2.704453919332903,5.129219804787105,1.6053103360772005,Iris-versicolor
+2,6.010928271747058,3.0,4.808339812051981,1.8025904500827348,Iris-virginica
+3,6.27622626470887,3.2806439602693,4.662340586587552,1.5939225072317185,Iris-versicolor
+4,6.706868885728581,3.295407991115616,5.7514098763674415,2.4999995378334834,Iris-virginica
+5,5.736967428786224,3.0,4.03845673985685,1.364836637907222,Iris-versicolor
+6,4.863756773996462,2.415808968645723,3.2449892528150532,0.8768543356949612,Iris-versicolor
+7,6.305379201685548,2.354497106844296,4.552254678722618,1.343247051832076,Iris-versicolor
+8,6.789939767815865,2.8358607822920683,4.769296565884294,1.4170948647376567,Iris-versicolor
+9,7.8999981526836995,3.773376512505786,6.368626716320703,1.988210444463085,Iris-virginica
+10,6.2248535174768325,2.2,4.552657650465318,1.496948380554145,Iris-versicolor
+11,5.928425379390825,3.1969527566224167,4.776336787877567,1.810495027177323,Iris-versicolor
+12,5.046068612564036,3.2997582245154344,1.4340038411818636,0.28101807954753977,Iris-setosa
+13,6.71363539105274,2.5160242060693148,5.8878222576082235,1.8015629016042694,Iris-virginica
+14,5.091274655282632,3.6733264252017372,1.4878269104070685,0.41996206291162574,Iris-setosa
+15,5.490582006347868,2.391948650431856,3.8389639955655777,1.1125622421052748,Iris-versicolor
+16,5.108615506543663,3.7459474991766615,1.5956122743356764,0.2044056759124594,Iris-setosa
+17,6.011838835472498,2.2,5.014050794319922,1.4882410082903257,Iris-virginica
+18,5.733567189735608,3.0,3.920747082959242,1.3978098182821088,Iris-versicolor
+19,6.007420439869916,3.099309858217551,4.451542394228302,1.450646753876971,Iris-versicolor
+20,5.0752586761521465,3.5094838522277105,1.499347008784773,0.40996620126799616,Iris-setosa
+21,4.906655310698066,3.0,1.4039605000826412,0.19853221381694425,Iris-setosa
+22,6.104177063534425,3.0,4.612800250277643,1.4026054529057677,Iris-versicolor
+23,5.988427158839605,2.8888475533059106,4.58856307843533,1.4474059939029458,Iris-versicolor
+24,6.8192741146591,3.146706967625442,5.1017587449073645,2.2727126031125304,Iris-virginica
+25,7.899998883966973,3.7668239138020545,6.387389469221487,2.010294673994642,Iris-virginica
+26,4.816992948089621,3.0,1.4012273275748564,0.10000012513898507,Iris-setosa
+27,7.714419529299418,2.590759174783784,6.899998622142167,2.276521584150404,Iris-virginica
+28,5.3714607959686225,3.407069001332218,1.4979184414447468,0.4956573732472762,Iris-setosa
+29,5.994559990653448,2.2,4.9469264453843955,1.4986584790245896,Iris-virginica
+30,4.487721891952592,2.298265053250516,1.2997479303486548,0.2941516315294853,Iris-setosa
+31,6.698002253047508,3.0,4.995952942204818,1.7076418715964643,Iris-versicolor
+32,6.294484583128189,2.7081665352896573,4.884332152661958,1.790160772269666,Iris-virginica
+33,7.041392219020218,3.0068483868032816,5.813265089923132,2.201427489481957,Iris-virginica
+34,5.150055305523367,3.7939304675066854,1.606893604327036,0.20208558128362517,Iris-setosa
+35,6.296855119453249,3.404874202099892,5.604891775679738,2.406945619615011,Iris-virginica
+36,6.2670313379685325,3.2973797022382105,4.715543485743797,1.6392363162885535,Iris-versicolor
+37,5.2856058695962655,3.3742584742554222,1.6205792996442794,0.42072823691653305,Iris-setosa
+38,5.418041461953115,3.3990319676704366,1.7209395252180075,0.21803482293993753,Iris-setosa
+39,5.545352563149382,2.6361045654451045,4.317907024933516,1.2301227159869825,Iris-versicolor
+40,5.781963285594063,2.7713408842954195,4.549459203467104,1.2430678500854175,Iris-versicolor
+41,6.689173910470897,3.2934071062948718,5.6882657434944655,2.092058682638152,Iris-virginica
+42,6.693485090067501,3.0,4.981884932328091,1.7002689337310763,Iris-versicolor
+43,5.775513037393524,2.796264172226844,5.090366280377779,2.410891736306932,Iris-virginica
+44,5.1045827650773505,3.5174897331607147,1.408219645703172,0.29552475527022704,Iris-setosa
+45,6.189345333331655,2.2000003943975726,4.469706730934149,1.5109159473118152,Iris-versicolor
+46,5.240523314244465,3.8015690426133166,1.6108455338690424,0.46181044262812176,Iris-setosa
+47,5.000499696237919,3.2141473086885104,1.200000192117407,0.2021190410118399,Iris-setosa
+48,5.58992720692447,2.61214508162808,4.376816590934205,1.1794921527988367,Iris-versicolor
+49,6.002380712297594,3.0,4.782097633007734,1.7985319779742213,Iris-virginica
+50,6.70219381731036,3.290819216484402,5.785051549316456,2.49999944491779,Iris-virginica
+51,6.330741717738029,2.2902279026203245,4.359223227153922,1.316172334654685,Iris-versicolor
+52,5.4960370912426155,2.8473672836365505,3.8414074108544023,1.3269148722261028,Iris-versicolor
+53,6.325588440651133,2.4678133864828933,4.87807318041142,1.4957931354912795,Iris-versicolor
+54,6.30548596335402,2.9042118376575337,5.617739075357566,1.7987183029765408,Iris-virginica
+55,5.749466737610095,2.551655102939909,5.028474806983187,1.9823712447519337,Iris-virginica
+56,6.788298408365054,3.1795950579251007,5.831599064505027,2.290868138938152,Iris-virginica
+57,5.897362548042618,3.2051548493408517,4.786165450773484,1.789421273220977,Iris-versicolor
+58,5.771746619470677,2.6926172519168317,5.0806109403179915,2.264514843817386,Iris-virginica
+59,6.799680148325564,3.0,5.402445046266316,2.165010777239724,Iris-virginica
+60,6.286198843968308,2.306368545757479,4.3961411255031395,1.3010064513764747,Iris-versicolor
+61,6.731360757434404,2.4883119474029227,5.884593484502145,1.79763610804512,Iris-virginica
+62,5.873051984071643,3.0,5.111499448611418,1.8023241703944721,Iris-virginica
+63,6.291545457548609,2.7050444407117484,4.850216026369385,1.7960732119079763,Iris-virginica
+64,5.409602430526319,3.0,4.51246182237769,1.4920438792276216,Iris-versicolor
+65,5.118990698051487,2.5729967309731543,3.357785049236996,1.2593966674177743,Iris-versicolor
+66,4.906970166422884,3.1237759827899008,1.5087788137637825,0.1,Iris-setosa
+67,6.293706110485355,2.3953580036476003,4.734407196423905,1.424291910604899,Iris-versicolor
+68,5.07926964426962,3.322061929200276,1.68166756373277,0.5092665487293735,Iris-setosa
+69,6.847075676341791,3.0,5.531427249314087,2.1072693987786253,Iris-virginica
+70,6.692085748543557,2.4995706346065165,5.801040402544391,1.806734534922381,Iris-virginica
+71,6.143814790757675,3.0,4.580900484192338,1.3861105147232164,Iris-versicolor
+72,6.492835770931067,3.0,5.856189505963827,2.1789672148965784,Iris-virginica
+73,5.563762509834606,2.9229154872973266,3.607216468442971,1.287725409151718,Iris-versicolor
+74,4.661354691598203,3.258011620770457,1.4078996145600466,0.19965804337741688,Iris-setosa
+75,4.8110949649683965,3.0,1.406871383260619,0.3207761029758306,Iris-setosa
+76,5.342786811474796,3.408231491064032,1.5697764819567808,0.19980424393813523,Iris-setosa
+77,4.880195334035445,3.0,1.411752647101363,0.20087516258315904,Iris-setosa
+78,6.385132951725448,2.90829713983734,4.314111155152504,1.2998574610217377,Iris-versicolor
+79,4.40000217881755,2.8720177626505072,1.3640983295441707,0.202496354207422,Iris-setosa
+80,4.991417913036299,3.390263867726366,1.6124645640313309,0.4626256892627497,Iris-setosa
+81,5.61072033897276,2.9630594516123554,3.5406403571098832,1.3039422947311545,Iris-versicolor
+82,6.0201013726320705,2.706462455804238,5.099356444689827,1.5953864067218124,Iris-versicolor
+83,4.6110529943247816,3.2168468007086686,1.4010961612757997,0.20849772317742787,Iris-setosa
+84,4.865452704847178,3.0,1.3973234927122902,0.24517910592031503,Iris-setosa
+85,5.011810851287927,3.310855512973572,1.3887345370269915,0.20042634761368733,Iris-setosa
+86,7.002820781019081,3.0905279448308627,5.096435564193004,2.313279906968021,Iris-virginica
+87,6.315261573759354,3.4038886917905513,5.639272425993352,2.405144959241932,Iris-virginica
+88,6.336540224157582,2.7109000997500323,5.027674975933679,1.8084428256010845,Iris-virginica
+89,5.008082757306658,3.440771417621699,1.4970692961574092,0.45658376730909334,Iris-setosa
+90,4.9908389195569764,3.220318591503764,1.2000002607416675,0.20689550277093804,Iris-setosa
+91,6.2797159704013925,2.306645379124263,4.436234968666624,1.2903809226918976,Iris-versicolor
+92,6.007898783602469,2.7031569255754824,5.096898518612122,1.6305459953607895,Iris-versicolor
+93,5.185944853064696,2.7105809388097226,3.904685343524219,1.4257725622416277,Iris-versicolor
+94,7.694835956427944,2.5900554272124294,6.9,2.3000275699135524,Iris-virginica
+95,7.126920682508908,3.0,5.917821920382456,2.1268402718614663,Iris-virginica
+96,5.156933001414106,3.4137193917880286,1.5693158485887864,0.19976488892318484,Iris-setosa
+97,7.9,3.8682861083630895,6.4017481995124115,2.0221436331964284,Iris-virginica
+98,6.795258714087061,3.0,5.503397161985941,2.108392051896306,Iris-virginica
+99,5.547316835713409,2.444854085125939,3.8051584228531015,1.0995982208428732,Iris-versicolor
+100,5.101325851662513,3.4696875198847255,1.3943027958920102,0.3000676565136062,Iris-setosa
+101,7.7003966153158245,2.6074851353432615,6.899998731499124,2.292579216235321,Iris-virginica
+102,6.295667598705357,3.3087046024514186,4.667817808927828,1.5866692464774979,Iris-versicolor
+103,6.678601487130838,3.0,4.944114035372748,1.6900366261199262,Iris-versicolor
+104,4.99639304438422,2.468342804329466,3.322923105642299,1.103178043915363,Iris-versicolor
+105,5.775705067936771,2.7874637073776674,5.117688897707591,2.4039457136701796,Iris-virginica
+106,4.400000876219057,2.9047665178767583,1.4000532396998397,0.2033129626200681,Iris-setosa
+107,7.134241618815775,3.0198640116266016,5.9192455206065,2.188132773554607,Iris-virginica
+108,4.98286999932267,3.2071774730120746,1.2000002050147742,0.19988018675525723,Iris-setosa
+109,5.575752516284906,2.5200001131709846,4.166195319497795,1.1250645017562388,Iris-versicolor
+110,6.808313088886099,3.182770613321572,5.961412752370698,2.2755763441232735,Iris-virginica
+111,5.080289751962079,3.5075647913192793,1.4029744994777678,0.29518567366747384,Iris-setosa
+112,5.410707739750328,3.4051939822532193,1.6364117305456019,0.20289568009135178,Iris-setosa
+113,4.883748729515108,3.0,1.407624544900208,0.21290962739548736,Iris-setosa
+114,6.698214315082589,3.0,4.990581939759792,1.6711969303422252,Iris-versicolor
+115,5.799522217742156,2.724758762835739,5.098316033315735,1.8958053097260934,Iris-virginica
+116,5.388703259440136,3.3913167321132485,1.8392727856691278,0.1975955157998219,Iris-setosa
+117,6.714788988214504,3.0,5.008508929175397,1.7313021327166043,Iris-versicolor
+118,4.994492131080484,3.306145793471998,1.408726204632031,0.19756134178321336,Iris-setosa
+119,4.891708883876894,3.0,1.3922987831986138,0.23502678559572052,Iris-setosa

iris/tab_ddpm/5_2/10/test.csv

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

iris/tab_ddpm/5_2/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/10/val.csv

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

iris/tab_ddpm/5_2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1470629092826865,3.3222413384343885,1.654648081253106,0.48258451692775983,Iris-setosa
+1,6.290477114677522,3.3962789624773757,5.606728869415387,2.3963210156121892,Iris-virginica
+2,6.700009941055251,3.2926245035313197,5.760278880450761,2.49999961703556,Iris-virginica
+3,6.365655949093911,2.9865412832983687,5.550676553851062,1.8109980495698488,Iris-virginica
+4,5.0585383653412,2.480073859465306,2.866341830498341,1.1173585155501753,Iris-versicolor
+5,4.904136990990699,3.1013873585800376,1.61528890596019,0.10000011916946253,Iris-setosa
+6,4.870217446789233,3.068699049096364,1.4977158420230408,0.10000010000492392,Iris-setosa
+7,4.797891256063028,3.0,1.3893662471059922,0.1,Iris-setosa
+8,6.312573143285459,2.905981624092278,5.615563092107897,1.7983120099785215,Iris-virginica
+9,5.403186105096419,3.0,4.522726233470276,1.4917095660800102,Iris-versicolor
+10,6.939781467812922,3.177899392405254,5.77806382139324,2.2903026325139852,Iris-virginica
+11,5.819268735048401,2.67077522510375,5.087457130158243,1.8907457390728355,Iris-virginica
+12,6.420456101762527,3.0,5.704181384816553,2.1332167558125517,Iris-virginica
+13,5.058731465688883,2.478234025180563,3.1412895800482916,1.0819733737024635,Iris-versicolor
+14,5.189858319827615,3.6958097158839647,1.5877092895565401,0.45637994707646945,Iris-setosa
+15,5.3368471365123975,3.74047148343481,1.644153157918051,0.2043629756278366,Iris-setosa
+16,7.899998575491736,3.7861974754300105,6.402442618812613,2.001856870756567,Iris-virginica
+17,4.88991453212202,3.0937866547964106,1.4982969390264618,0.10000009828753188,Iris-setosa
+18,5.701363846052263,2.5059591800355716,5.010359198886561,1.993907061912298,Iris-virginica
+19,5.8681905692128105,3.0,4.20088051538891,1.502735410999749,Iris-versicolor
+20,5.757355781247378,3.0,3.878428391838675,1.4034878593989644,Iris-versicolor
+21,7.698942656644343,2.6105271257851,6.899998621432713,2.2986290507677394,Iris-virginica
+22,6.678818990137556,3.290007000099527,5.667700109760576,2.4999994965547776,Iris-virginica
+23,6.491313386204272,3.14721432667662,5.225228305702851,1.9519925346806823,Iris-virginica
+24,5.796927358674591,2.8105656757817457,5.100140938134393,2.404864725242346,Iris-virginica
+25,6.556960982147355,3.0,5.882980718133419,2.2301378210348894,Iris-virginica
+26,7.70105654939968,2.6126990730275486,6.9,2.3248751151319795,Iris-virginica
+27,7.9,3.834327021553581,6.387168254713414,2.0085682148108797,Iris-virginica
+28,4.897897876157958,3.1114324815569847,1.494885091629607,0.1,Iris-setosa
+29,6.13641902877666,3.0,4.655953031330769,1.3476511792423973,Iris-versicolor
+30,6.288294885704609,2.305767218470011,4.433088311489955,1.286170834110965,Iris-versicolor
+31,7.689504105168034,2.589348928120493,6.9,2.3046662126086885,Iris-virginica
+32,5.339758496948358,3.883512248794175,1.498219635338869,0.3746033504424749,Iris-setosa
+33,5.374047325805401,3.404912539429574,1.6026464953740003,0.20155454375975737,Iris-setosa
+34,5.082239930374376,3.3057957862214784,1.6581014814868944,0.5291199051874655,Iris-setosa
+35,6.423403704321844,3.0,5.448575222666796,1.804955012607154,Iris-virginica
+36,6.0564202851785,2.605067710151646,5.594625104253992,1.4079767140543265,Iris-virginica
+37,6.005439387487411,2.703068801461677,5.091208378171857,1.6046649033093614,Iris-versicolor
+38,4.593916161827153,3.403726266934831,1.404308945907609,0.3776201037635226,Iris-setosa
+39,5.10967040475584,3.3817699788502864,1.499054396680015,0.2004332839488285,Iris-setosa
+40,5.159240226383177,2.6969399526510456,3.899000659231057,1.4163328912758175,Iris-versicolor
+41,6.689851614103974,3.298956889812148,5.676097513292268,2.5,Iris-virginica
+42,5.576075774517551,2.645412903662501,4.371029492729441,1.2331501050577718,Iris-versicolor
+43,5.110256132746694,3.4805520901047786,1.5168667292880242,0.19610017851222733,Iris-setosa
+44,4.889499618906788,3.081483004375385,1.5436021548212253,0.1,Iris-setosa
+45,5.509470227898092,2.372137511320766,3.786709424594214,1.0458219068957948,Iris-versicolor
+46,5.263231699901227,3.8225289664277864,1.4984335707571856,0.2474582168287584,Iris-setosa
+47,4.893221155045778,3.1088795196873265,1.4986647997751108,0.1,Iris-setosa
+48,4.4,2.9027021550905636,1.4057083640343255,0.20113598482117118,Iris-setosa
+49,6.177741554448927,2.2,4.469812287779831,1.4854442727512753,Iris-versicolor
+50,5.899519888732627,3.1817228731563425,4.8023536314067785,1.795704744944509,Iris-versicolor
+51,5.030644016022013,3.337082475987399,1.4234939687729946,0.21544090097413,Iris-setosa
+52,6.877946337643931,3.096392206936666,5.093948367608055,2.2945465473639595,Iris-virginica
+53,6.038898107127865,2.7721331969647447,4.678343626688227,1.1851214454476298,Iris-versicolor
+54,6.693083804761306,3.2940933999822777,5.742185143744399,2.5,Iris-virginica
+55,6.7024056868737,2.5031398639336806,5.837247109141231,1.804743539919787,Iris-virginica
+56,6.297861855308193,3.3058673235344522,4.699454982834015,1.5976471162340014,Iris-versicolor
+57,4.4,2.8618907681949377,1.3990095994512852,0.1807442293250557,Iris-setosa
+58,5.111002442124186,3.840555314063436,1.702490945343338,0.19583421823774044,Iris-setosa
+59,7.702658775631428,2.5902804841093956,6.899998890039518,2.2943981866808563,Iris-virginica
+60,5.92428133425848,3.0,4.243503075816952,1.4999216815202538,Iris-versicolor
+61,6.296407651722772,2.3149923657215554,4.424783967244892,1.2896593017346798,Iris-versicolor
+62,6.960189464074048,3.087158766717974,5.087697628618848,2.305786999412056,Iris-virginica
+63,4.616994979541787,3.3852449862549583,1.403840210920758,0.28307383809352993,Iris-setosa
+64,7.315980888711528,2.9060832318471825,6.254094556057363,1.8090802039214815,Iris-virginica
+65,6.38513597470387,2.7762343751872804,5.382897962977923,1.8436232761886335,Iris-virginica
+66,6.706491327503921,3.0,5.006347855092903,1.704760535201534,Iris-versicolor
+67,6.812867068452316,3.204728715719473,5.739269644444307,2.2775753307918007,Iris-virginica
+68,5.009015213952171,3.393253107370813,1.6730963245081938,0.44247829776355996,Iris-setosa
+69,5.915394932354507,2.2,5.000732118788081,1.477602432732899,Iris-virginica
+70,6.378422956348641,2.684195797975732,5.12834483660058,1.8679138542317348,Iris-virginica
+71,5.753494376092428,2.522713352049174,4.969002733959701,1.9391343110045427,Iris-virginica
+72,4.593212448654436,3.190031700368832,1.3932852193174372,0.20557912013672291,Iris-setosa
+73,7.899998960345471,3.835349814179965,6.418364429557245,2.0022288783366124,Iris-virginica
+74,6.081113237190794,2.811146158929211,4.726973400555973,1.2084372617552535,Iris-versicolor
+75,5.817939853994368,2.79092666091274,5.091394941902574,2.405859238871178,Iris-virginica
+76,5.647351251134491,3.8151575274501974,1.5312553551704762,0.3799165792026881,Iris-setosa
+77,6.3085565133049535,2.9123317841448486,4.286531631277326,1.3100528877994162,Iris-versicolor
+78,5.986973324105472,2.6896482940728186,5.106947618979483,1.603782750834816,Iris-versicolor
+79,5.772959141431336,2.792277666459325,5.096112037630781,2.394670386443852,Iris-virginica
+80,5.122818312887406,3.304590691879647,1.6341599109343188,0.4678411974597967,Iris-setosa
+81,6.300696404751498,3.2687916410286433,4.727897120899881,1.5918037284844724,Iris-versicolor
+82,5.534752493045729,2.658201784743308,4.286514224821603,1.2990354294877302,Iris-versicolor
+83,6.013813406479112,2.702227539074614,5.1018102527200515,1.5835897007213813,Iris-versicolor
+84,5.806901326093944,2.7684499164674383,5.107449564346486,1.8910906097379412,Iris-virginica
+85,4.661167883209639,3.1746685349465333,1.3940337131105647,0.19551626678235118,Iris-setosa
+86,5.807819452934609,2.6656399632431342,5.0455516860435425,1.8960497423863987,Iris-virginica
+87,5.0699070715320795,3.6088375553402416,1.4996723858000025,0.4154033343743549,Iris-setosa
+88,5.971403639682129,2.200000309421954,4.969992920514066,1.4888537592038618,Iris-virginica
+89,5.8973183412611885,3.2035122862928724,4.824684019212449,1.7877024650181979,Iris-versicolor
+90,5.510921213700874,4.2,1.3995838399296034,0.2069423817690831,Iris-setosa
+91,5.633726534813142,2.9843215790717896,4.327156054712988,1.2856218744291315,Iris-versicolor
+92,5.0732215036260735,3.772566346118734,1.6585011416081215,0.2003324712419949,Iris-setosa
+93,5.147162648280741,3.7631270846403377,1.5638692759224777,0.38407936919533237,Iris-setosa
+94,5.0016654267085805,3.202586137841885,1.2,0.19505117427148436,Iris-setosa
+95,6.574535065638413,3.2631537536646538,5.676700092209351,2.4999940780696126,Iris-virginica
+96,5.005206747647093,3.388583973479449,1.6161683226964998,0.4604898852074036,Iris-setosa
+97,5.712660743912649,2.4819247480281197,4.99339714652924,1.992056433254347,Iris-virginica
+98,5.345382003766366,3.3851135072377994,1.61999278786038,0.19861002910796074,Iris-setosa
+99,5.798595130970923,2.8067142093187476,5.121206037364143,2.404231444079501,Iris-virginica
+100,6.678949437018893,3.0,4.996827719879535,1.6753906815179223,Iris-versicolor
+101,5.573518454246198,2.8415324177634855,3.6623034961283842,1.285922786055651,Iris-versicolor
+102,5.039214558340851,2.5125543799904313,3.2988675056793566,1.1697101922181106,Iris-versicolor
+103,6.302763151391567,2.88145303288353,5.61917505069167,1.788350275551515,Iris-virginica
+104,5.5736200221474075,2.5661226925146914,3.9433552728135624,1.1613842486309223,Iris-versicolor
+105,5.085510975370617,3.3004286818647484,1.768959862583115,0.4885316649601247,Iris-setosa
+106,5.918293181726569,3.0,4.281762642289118,1.4881177256612586,Iris-versicolor
+107,5.597891575228956,2.9329377743582232,3.561201466324897,1.3015622302263086,Iris-versicolor
+108,6.714394687971971,2.5096888978404834,5.867708571017913,1.804927245323219,Iris-virginica
+109,6.850675628564948,2.7733094054754783,4.816991201615911,1.4105546420350394,Iris-versicolor
+110,6.680028967259913,3.2873625999515395,5.723313271898345,2.499999350354618,Iris-virginica
+111,6.823085118745251,2.8032037253436424,4.840237437782885,1.408650753780148,Iris-versicolor
+112,6.022827773617636,2.8930046070515076,4.585112440147002,1.3291531953190354,Iris-versicolor
+113,7.899998932511712,3.7765809545956666,6.386486413237892,2.016608781905754,Iris-virginica
+114,4.99186719222834,3.2183212538602697,1.2,0.2036210726250941,Iris-setosa
+115,7.186797448292659,3.0,6.068206735099968,1.9885310084024959,Iris-virginica
+116,5.507627755836725,3.5179981377745744,1.5451927169758872,0.42492372533147144,Iris-setosa
+117,6.706282123670794,2.5000913798433415,5.825099561686015,1.7966877353463333,Iris-virginica
+118,6.37165751877747,2.7058587099978495,5.258148766584073,1.9134169036059694,Iris-virginica
+119,7.9,3.8422578635680926,6.3757867598559645,2.020667382744882,Iris-virginica

iris/tab_ddpm/5_2/11/test.csv

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

iris/tab_ddpm/5_2/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/11/val.csv

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

iris/tab_ddpm/5_2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.518100261752169,3.1856794719184287,5.091721313611745,2.0082264510849765,Iris-virginica
+1,6.17108669944292,2.9731320427427654,4.522490235962943,1.4268720710606129,Iris-versicolor
+2,5.470123154779635,4.2,1.3888054933358525,0.19688968229861026,Iris-setosa
+3,4.805233111130628,3.0,1.4021500155256266,0.29060797555841866,Iris-setosa
+4,5.8102057534629585,2.8314337172054733,5.098913400255341,2.4076421993861734,Iris-virginica
+5,5.654438306037004,2.7763058694765372,4.4538692388642165,1.2707185754407724,Iris-versicolor
+6,6.847517876310497,3.2122440844238516,5.819387820468506,2.3064140917654488,Iris-virginica
+7,6.387400049445856,2.90240081959488,4.308117617384018,1.2800523880270378,Iris-versicolor
+8,6.417370137337471,3.128829251081206,5.085026149799187,1.9627785431183191,Iris-virginica
+9,4.902758741225734,3.1000807494716436,1.4913621119866893,0.1,Iris-setosa
+10,5.118697933170054,3.3737274668643913,1.5080730619355447,0.21026403798638293,Iris-setosa
+11,5.476563056172131,3.8453322614178664,1.6427502869220385,0.37742045161445775,Iris-setosa
+12,7.310124361019385,2.918796177151961,6.325093002089269,1.8058305533468837,Iris-virginica
+13,5.592944982313118,2.481936340594558,3.9236904480710977,1.1316494140868585,Iris-versicolor
+14,5.383942997469989,3.0,4.490893815297823,1.4853231490028564,Iris-versicolor
+15,5.603596702036243,2.513575379273842,3.872106169772298,1.087519827495342,Iris-versicolor
+16,5.995230963848306,3.1198346134312454,4.799371788455047,1.766165851136876,Iris-versicolor
+17,4.8022784500627385,3.0,1.4019914972983787,0.31139689367023493,Iris-setosa
+18,4.901729806648637,3.0757672305216888,1.536328019325507,0.1,Iris-setosa
+19,4.991932425977317,3.2165119474628323,1.2,0.1944956905454402,Iris-setosa
+20,6.590808061754233,3.0,5.853800692121073,2.2363288266078487,Iris-virginica
+21,6.087138883898364,3.0,4.617078140438916,1.402114735101279,Iris-versicolor
+22,5.951849293617359,2.5531471867021365,5.061946995406822,1.9357550715550813,Iris-virginica
+23,4.818934891178181,3.0,1.3992138021954104,0.1,Iris-setosa
+24,6.656602496418448,3.286947482623196,5.667367388648147,2.4999992966386153,Iris-virginica
+25,4.9034870776405635,3.096739871712486,1.4913523348121982,0.10000012632588581,Iris-setosa
+26,4.590365499339487,3.4042679556719686,1.3904586705482658,0.29681514902481215,Iris-setosa
+27,6.103760198881414,2.8010951514678846,4.699476071652452,1.2068518745316927,Iris-versicolor
+28,5.096530546744613,3.4672854895846665,1.417180100600839,0.24386180381196065,Iris-setosa
+29,5.695051112294109,2.767140730912254,4.457377296533226,1.3044277535090465,Iris-versicolor
+30,5.796033423221204,2.723076488210399,5.065314519896918,2.272547479450346,Iris-virginica
+31,6.3459522577274585,2.734848648533169,5.3904497354579295,1.8623367926000962,Iris-virginica
+32,5.526448034780937,3.0,4.274346952672941,1.3440263648650748,Iris-versicolor
+33,5.057455112157059,3.269537018231638,1.487718183939965,0.5032686247613111,Iris-setosa
+34,4.923897667415472,3.2639672159430226,1.391614922904068,0.20282001267466832,Iris-setosa
+35,5.393840638751327,3.3895543416294363,1.716685175344737,0.19637774844431705,Iris-setosa
+36,6.6792672900781325,3.297081675024304,5.683061725246515,2.0841832883442084,Iris-virginica
+37,6.427595667454428,2.885658423144269,4.290694296810044,1.283916808452718,Iris-versicolor
+38,5.8989029020641786,3.0,5.130916938321819,1.7991909075126562,Iris-virginica
+39,5.37717630873964,3.559215543489885,1.540240049385551,0.2012528036932823,Iris-setosa
+40,6.002061542937413,2.689279378316705,5.089441909759077,1.6064459726050648,Iris-versicolor
+41,5.3304954975795225,3.3792793673899384,1.6327079936725535,0.42027857283668935,Iris-setosa
+42,5.605051222574234,3.0,4.074286471988935,1.3103739192928168,Iris-versicolor
+43,5.226357563695533,2.8096334645636407,4.064319478694298,1.4501490153511267,Iris-versicolor
+44,6.393675004904895,2.9026533633653915,4.233558452509926,1.33671897335061,Iris-versicolor
+45,4.982382441031472,2.4457287897265574,2.9209815946247515,1.0772515929871185,Iris-versicolor
+46,5.8567093143558395,2.996093169756563,4.22198204395462,1.4724526787840606,Iris-versicolor
+47,5.498367187893134,2.5854887627960124,4.430945190450363,1.1610734632947153,Iris-versicolor
+48,5.816864547557065,2.7912938491085577,4.64468080477315,1.2549885546298507,Iris-versicolor
+49,5.090361556061762,3.749849556842167,1.5268653825419343,0.2998730535139045,Iris-setosa
+50,5.348160104068369,2.6340764147811515,3.6610829149459203,1.2386130218836038,Iris-versicolor
+51,5.144495868081162,3.332457080861294,1.4916077204703806,0.3758432021387612,Iris-setosa
+52,7.6819107865630825,2.596403686098838,6.9,2.298964053248431,Iris-virginica
+53,4.9971556184007495,3.3898827551422617,1.604231977497474,0.3649464183965948,Iris-setosa
+54,5.870794307096704,3.0,5.1122054856919075,1.7874471864086423,Iris-virginica
+55,5.734308116353154,3.8298611536638227,1.8118621374212314,0.3030712321302962,Iris-setosa
+56,6.879427707090381,3.0,5.614236184198695,2.1020990682619423,Iris-virginica
+57,6.281386911469783,3.0,4.446117953725803,1.364246346987649,Iris-versicolor
+58,6.294087133805199,3.4085956804489563,5.602194047866344,2.398702119857927,Iris-virginica
+59,7.696767298075852,2.582595708126423,6.9,2.288504650684945,Iris-virginica
+60,4.907847833577453,3.1001908823136834,1.4979240180020774,0.1,Iris-setosa
+61,5.288948874649393,2.5702150115792204,3.670853042897014,1.1769817305570434,Iris-versicolor
+62,7.9,3.8054934959204014,6.376814661623449,1.9913302553151588,Iris-virginica
+63,5.424870719777526,3.0,4.5466374329611,1.5036686903629528,Iris-versicolor
+64,5.076782665668261,3.3935236774149233,1.4998659507150411,0.20501822254390842,Iris-setosa
+65,5.21323384939719,3.387202089680006,1.5236553759204596,0.2015296648776176,Iris-setosa
+66,6.275204887063999,2.501167547565815,4.901317511920704,1.4890706889076304,Iris-versicolor
+67,5.167814068348741,3.766509688310457,1.5558443549730494,0.20124575810677647,Iris-setosa
+68,5.807494266187105,2.7315301972309656,4.627018247104581,1.2310089416013732,Iris-versicolor
+69,5.7055288456290185,3.117572571954027,4.707917856139358,1.74297195973813,Iris-versicolor
+70,6.89783398710833,3.203468801250525,5.892637867259465,2.3078719077242726,Iris-virginica
+71,5.4719025107907955,4.199999207926106,1.3950382380460526,0.21445315315433008,Iris-setosa
+72,5.6391285785226595,3.8008416061047585,1.593946831182134,0.29971702107593906,Iris-setosa
+73,6.217731926520399,2.2000003668974424,4.524127155760726,1.5129301317801143,Iris-versicolor
+74,5.6025569673913855,3.661472507495998,1.61176264584498,0.3239160140345763,Iris-setosa
+75,6.103254828475238,2.878865838525903,4.680585305655444,1.2662634617183233,Iris-versicolor
+76,6.165739527432313,2.200000291077131,4.467336212932174,1.503634025134787,Iris-versicolor
+77,6.590543082784965,2.5942403632127986,5.572850593731875,1.8347691194467954,Iris-virginica
+78,5.883003277276274,2.70709077203229,5.113077116924472,1.8628207770643597,Iris-virginica
+79,5.368735236290895,3.0,4.461809488759727,1.4909113404426082,Iris-versicolor
+80,6.823040773348341,2.810499086338234,4.816097238265982,1.413831278582588,Iris-versicolor
+81,5.608792373173134,2.4693068517706145,3.7696244353536397,1.0763566613097544,Iris-versicolor
+82,4.905361162315489,2.400438019635147,3.3366682868860087,1.0599945493208052,Iris-versicolor
+83,5.413364293016889,2.449870639311332,3.6875779955544767,1.0779839102825637,Iris-versicolor
+84,4.822352998342068,3.0,1.4057890858295197,0.32879985660929484,Iris-setosa
+85,4.797498707044575,3.0,1.3923325586866004,0.1,Iris-setosa
+86,6.074407695169517,3.0,4.570235736207653,1.4042513239040886,Iris-versicolor
+87,6.311539042144611,2.7092935714284336,4.905512583454626,1.7979000633564013,Iris-virginica
+88,5.1093014076751695,3.497378730192444,1.3941093972382683,0.3117846157645323,Iris-setosa
+89,6.765161435374411,3.0,5.5404316275252405,2.1014563340187906,Iris-virginica
+90,6.501926228740059,3.189359121105805,5.089589393193788,2.0012622848677215,Iris-virginica
+91,5.838225685024604,3.1873817422549964,4.778556704719479,1.79173529910254,Iris-versicolor
+92,5.535602721742208,2.66933632739439,4.423141466926002,1.2473739666828871,Iris-versicolor
+93,4.927365173312942,2.4265635893919786,3.157848760102878,1.0688421641648076,Iris-versicolor
+94,7.216523393681792,3.0,6.041660273798611,2.0251646343224725,Iris-virginica
+95,6.829144096368685,3.0948319314786636,5.101183102842165,2.2878138430233634,Iris-virginica
+96,6.707537028647119,3.0,4.993628767925358,1.7088212184353477,Iris-versicolor
+97,6.308000705692057,3.389448678956387,5.613226893301445,2.3989052288796833,Iris-virginica
+98,4.494543944582365,2.294982746508497,1.2981635505956932,0.30173828973144784,Iris-setosa
+99,5.949670118647927,2.2,4.9293597528794795,1.4548692108600287,Iris-virginica
+100,6.682494391578178,3.299928022774982,5.722140807076838,2.1172653849085905,Iris-virginica
+101,4.621634163541393,3.3965982456511474,1.4034857362431974,0.2966113513640102,Iris-setosa
+102,5.8024227999387845,2.7761727926285307,5.115380525936883,2.3959122402061674,Iris-virginica
+103,5.332365773419801,3.8313423776140194,1.625304218194388,0.4025059831793643,Iris-setosa
+104,5.499016848777888,2.5528494284001373,4.071504238587961,1.1765546720219286,Iris-versicolor
+105,5.133607496963561,3.5302874943539755,1.4024637820520107,0.29878646712554435,Iris-setosa
+106,6.513556967608976,3.1794566511178384,5.097245385170594,1.995502032435862,Iris-virginica
+107,5.608113812705385,2.9976554471279004,4.0326280579192755,1.3385243688829438,Iris-versicolor
+108,7.316730641353312,2.9053389016616045,6.3186371668067,1.8049588524739086,Iris-virginica
+109,6.313247040204035,2.296134983144345,4.3713986622324805,1.3013728700999707,Iris-versicolor
+110,6.657300955895639,3.2853992962108767,5.66627068781205,2.499999641793597,Iris-virginica
+111,5.354518479040864,3.832104318061445,1.5895787495189837,0.3231969520233583,Iris-setosa
+112,6.473049407219436,3.0,5.798381920064686,2.2228824088919374,Iris-virginica
+113,4.899925722294238,3.0,1.3964718068497772,0.19583471956064846,Iris-setosa
+114,4.8267886946614595,3.0,1.4061639302564546,0.2601068651890999,Iris-setosa
+115,5.116739661859342,3.8012518911869315,1.49889442221061,0.19726664666788107,Iris-setosa
+116,7.2633234456794735,2.895344257934058,6.272036951354828,1.7976246909670817,Iris-virginica
+117,6.690381145770997,2.5018171869131693,5.756319673524995,1.7967903597463348,Iris-virginica
+118,5.400059300956795,3.3890842724786228,1.7375418873676998,0.19520702668829606,Iris-setosa
+119,6.314638748017017,3.3054463877174007,4.7071080397833365,1.596524159887833,Iris-versicolor

iris/tab_ddpm/5_2/12/test.csv

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

iris/tab_ddpm/5_2/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/12/val.csv

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

iris/tab_ddpm/5_2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.6925645293160745,2.4577030384837766,4.955595060262157,1.9865750983497812,Iris-virginica
+1,5.609158492355194,3.0,4.0455043833891295,1.2744264183452496,Iris-versicolor
+2,4.9053615012911145,3.073776635757932,1.4968558767730127,0.1,Iris-setosa
+3,5.9060383944930415,3.0,5.102898121550562,1.7992172749413762,Iris-virginica
+4,5.670036881730731,2.4618219621233584,5.004778710229715,2.0265483582157904,Iris-virginica
+5,6.0144989069085195,2.2000003002925275,4.999770380262485,1.4953939198651265,Iris-virginica
+6,5.097713195111115,3.518632128241132,1.39656651672741,0.31527669468656466,Iris-setosa
+7,5.274766677914364,3.544809678533836,1.4397962158324584,0.3121796648639116,Iris-setosa
+8,4.504084635314884,2.2941583801536654,1.2953085850151937,0.2927470695728011,Iris-setosa
+9,6.010831216643051,2.200000302779834,5.012546907415969,1.4816391143340826,Iris-virginica
+10,6.667497951254896,3.2796462383183296,5.67009018431368,2.079067266581629,Iris-virginica
+11,4.8182262874988435,3.0,1.4045312704448776,0.10000009881741927,Iris-setosa
+12,6.467045448508161,3.0,5.534577703551841,1.7945719623933234,Iris-virginica
+13,5.1562604703693635,3.398460329846391,1.4998935815259677,0.19941764644025822,Iris-setosa
+14,6.28837629006519,2.295509875350584,4.383637354483582,1.275020463013716,Iris-versicolor
+15,6.107966811040599,2.7977608009317327,4.6906882242470305,1.1871907684571987,Iris-versicolor
+16,5.968146880304623,2.2,4.9839771683742455,1.5055969568362264,Iris-virginica
+17,5.967596958723558,3.0,4.78279790593058,1.7948577406338055,Iris-virginica
+18,4.400000510266733,2.9020599208970213,1.3943824099344135,0.19915955739804542,Iris-setosa
+19,7.691469886877762,2.6063632875335214,6.8999984252188975,2.2901499513078165,Iris-virginica
+20,6.867831447644702,3.2018976162527673,5.695218159222525,2.295140417382811,Iris-virginica
+21,5.391260217317148,3.6054906500236656,1.5201170588399966,0.201984157590976,Iris-setosa
+22,4.8077374060854785,3.0,1.405994265122368,0.10000009772665105,Iris-setosa
+23,6.679690911205249,3.0,5.0156817633457935,1.7029740748525573,Iris-versicolor
+24,6.307186350419213,2.3444077960580723,4.451973514974566,1.3241244496699163,Iris-versicolor
+25,5.099484564082784,3.304815200909393,1.6397079667743644,0.4936803466686925,Iris-setosa
+26,6.787291548206562,3.0,5.399611646810757,2.2005467993566343,Iris-virginica
+27,5.177280765051081,2.656937080886213,3.6371944033537673,1.3770021695028813,Iris-versicolor
+28,5.754135951026169,2.6340534286623902,5.05791020822633,1.9447334849919118,Iris-virginica
+29,7.369701765660897,2.9014117906932055,6.306513626635553,1.8029341982077003,Iris-virginica
+30,6.28065744770523,2.7150413586303417,4.9214432192066635,1.805482729647776,Iris-virginica
+31,5.221034344891766,3.8181450090057187,1.4750824360707968,0.4328641352764735,Iris-setosa
+32,6.02600251095153,2.715922884850009,5.103134556276101,1.6287448946283631,Iris-versicolor
+33,7.711358701958713,2.6013804406814374,6.899998701156244,2.2969680941715716,Iris-virginica
+34,6.660833631340288,3.292603690191917,5.650448949295095,2.09086703997345,Iris-virginica
+35,4.768391200303504,3.0,1.3943230463410017,0.29763962064809546,Iris-setosa
+36,4.903775679212861,3.115372945524447,1.585824768235582,0.1,Iris-setosa
+37,5.864444779238925,2.7662079420040326,5.128857585888571,1.809842790198545,Iris-virginica
+38,6.302227898313994,3.2833676806376317,4.713101322181029,1.6193140662852321,Iris-versicolor
+39,5.788945191501059,2.716556998777379,5.099572372251312,1.8864851749746725,Iris-virginica
+40,4.81890733962827,3.0,1.3955251149806975,0.28474445855825004,Iris-setosa
+41,5.3494735870249945,3.8681666090140614,1.6424812722771198,0.41796874593455713,Iris-setosa
+42,4.902814402936829,3.0,1.4023332858806097,0.19974639377269243,Iris-setosa
+43,6.3193656564834315,2.9023487068734073,5.62848289610326,1.7968274645360731,Iris-virginica
+44,4.490129736324027,2.2994817793217477,1.297058111214178,0.2984833242776262,Iris-setosa
+45,4.9038757012769745,3.078116108804966,1.4999186636702515,0.10000011466561387,Iris-setosa
+46,6.244873081013493,2.900140677997925,5.535994198628505,1.795241722889942,Iris-virginica
+47,5.150450527604179,3.4224197589527203,1.4818524462081375,0.22752117454936452,Iris-setosa
+48,6.493432327635232,3.0,5.461632453807542,1.806349556953796,Iris-virginica
+49,4.588973354420146,3.404463564515613,1.3994541987682678,0.3210730742610688,Iris-setosa
+50,5.489660431305653,4.2,1.4025103331109694,0.20892581096342513,Iris-setosa
+51,5.904252690273565,3.0,5.073512578815168,1.7940608641417113,Iris-virginica
+52,6.1548089550732605,2.2,4.518135860225102,1.4886769685779624,Iris-versicolor
+53,5.412380447488091,3.4153247208077167,1.7979347470192248,0.20211233111473664,Iris-setosa
+54,6.796293513936144,3.0,5.593472761954521,2.1041443825606096,Iris-virginica
+55,6.718045649732622,3.309935246021991,5.688313977571594,2.1021444868677874,Iris-virginica
+56,5.967706294886648,2.9823517565173185,4.371121130713724,1.4959574292997362,Iris-versicolor
+57,7.690273024742155,2.591444082287513,6.9,2.30016792375633,Iris-virginica
+58,6.52671724212193,3.0,5.4327947084895225,1.8051863365722236,Iris-virginica
+59,4.846606672215389,3.0,1.40239424356712,0.25342032430244665,Iris-setosa
+60,5.784021823781158,2.668320588549737,5.092969791496696,1.9076651960076292,Iris-virginica
+61,6.541620091594181,3.214384759817997,5.112834743144766,2.0357074480632633,Iris-virginica
+62,5.993712025468841,2.2000002916905266,4.976463531129038,1.501287988643562,Iris-virginica
+63,5.091988299767154,3.6655148983446795,1.5474034989756742,0.36835466900291014,Iris-setosa
+64,7.248829702830934,2.8843406768319158,6.265484368392877,1.795127324419442,Iris-virginica
+65,5.225536058020848,3.7413626657498527,1.5909391111041145,0.1995457992358824,Iris-setosa
+66,6.84783022154077,3.1866118923651934,5.812727694385404,2.315026265452821,Iris-virginica
+67,4.567302327301993,3.181509605419482,1.3930074532541175,0.19163413132232932,Iris-setosa
+68,5.518973300090599,4.2,1.4050513136060243,0.21323223997447327,Iris-setosa
+69,5.567626160982428,2.6715906965287837,4.245776387983303,1.2772255791157274,Iris-versicolor
+70,4.50228827239988,2.3130739030321634,1.3037684931448033,0.3821571191186371,Iris-setosa
+71,5.700575744758962,2.489553040490901,4.983756259983438,2.0026174560335654,Iris-virginica
+72,5.011944610530833,3.3116097710660664,1.4065335262790513,0.19824677689227937,Iris-setosa
+73,6.115301638174059,3.0,4.587857439498201,1.3577368792277629,Iris-versicolor
+74,4.877435533377068,3.0532442273313065,1.4790855401411427,0.10000011206066159,Iris-setosa
+75,7.0789063238797345,3.0,5.68713414998354,2.101889873857684,Iris-virginica
+76,4.570879329609979,3.313202248550996,1.390965064508151,0.25639828624060196,Iris-setosa
+77,4.604401925981002,3.2055334732779284,1.4041152158692798,0.21568104941125701,Iris-setosa
+78,6.288280774708402,2.5097456461477723,4.980203700890971,1.5158920585703763,Iris-versicolor
+79,6.312631631716526,3.433555755958142,5.607830724865683,2.396764943763493,Iris-virginica
+80,6.050708601592168,2.2,5.002575976360692,1.531534202672958,Iris-virginica
+81,5.068387797020189,3.307861127988833,1.4487648385416443,0.20203523476412139,Iris-setosa
+82,4.796305218978679,3.0,1.3941328046967387,0.2971062593133793,Iris-setosa
+83,5.146054677352196,2.562929101439889,3.620166708719302,1.2458109934917927,Iris-versicolor
+84,6.910064881942361,3.131237161972158,5.760369110144531,2.2628515432515495,Iris-virginica
+85,6.907545992901864,3.0837450056301203,5.112332270922373,2.297222267047529,Iris-virginica
+86,4.933023434391121,3.156552476134059,1.401028983211327,0.19515438351529046,Iris-setosa
+87,7.294826091750807,2.9079513769078242,6.308997172560944,1.798976274250296,Iris-virginica
+88,6.532273612157715,3.0,5.78495056041842,2.2118502241979785,Iris-virginica
+89,5.817675796425366,2.8083132080051283,5.10250832373648,2.411947353165325,Iris-virginica
+90,7.301962812806418,2.9037786383103303,6.319778488577332,1.7972772290940444,Iris-virginica
+91,6.308694682157864,2.694602146260234,4.961612187751827,1.7944525695881586,Iris-virginica
+92,7.670453660090416,2.6152915451767753,6.899998629466167,2.2990777146370798,Iris-virginica
+93,5.832355517072182,2.8184934497715015,5.098466170791695,2.3962732887573868,Iris-virginica
+94,4.9001659127411905,3.1207728323201422,1.494705753998869,0.1000000931047227,Iris-setosa
+95,7.721326464575039,2.600788156211194,6.9,2.3100656957389534,Iris-virginica
+96,7.726326995339174,2.606038534772341,6.9,2.3180474651022784,Iris-virginica
+97,7.0525096281127455,3.0252936469248515,5.916821279708745,2.1874554978176963,Iris-virginica
+98,4.899924221800834,2.4030002379477753,3.205628676676419,1.0127521452961963,Iris-versicolor
+99,7.737328211154493,2.6237966441790457,6.9,2.3035292519759127,Iris-virginica
+100,5.80657822026726,2.8299615209484785,5.113793144802616,2.405050386185968,Iris-virginica
+101,6.061217885707246,3.243815269484304,4.768337829369749,1.7493563102806051,Iris-versicolor
+102,6.870495855733848,3.193222309381306,5.789113607220988,2.294257049670113,Iris-virginica
+103,5.890582430596222,3.2087008333773146,4.792918292082954,1.7990150277306056,Iris-versicolor
+104,7.004247765395842,3.1373274489231004,5.7541256572253,2.2519706681395864,Iris-virginica
+105,4.805378054355029,3.0,1.3956885867649578,0.3421236575368063,Iris-setosa
+106,7.042944540146455,3.0,5.776526615172742,2.1705778523002537,Iris-virginica
+107,5.213394176397554,2.6328083209639908,3.807515937314433,1.3445357376049636,Iris-versicolor
+108,7.9,3.7541277248200307,6.4537240901919635,1.9966488484373597,Iris-virginica
+109,6.015972020038082,2.927323099901862,4.421199830103467,1.5393452291853644,Iris-versicolor
+110,6.499965906462787,3.0,5.877994624846048,2.2351371786615863,Iris-virginica
+111,5.8566571643435505,2.8066607791097775,5.105739606712482,2.3918594859774194,Iris-virginica
+112,5.623426244916257,3.0,3.8663226165426767,1.3190279918134342,Iris-versicolor
+113,5.57664647727457,2.8579989918019644,3.6785299283259447,1.2435532754994003,Iris-versicolor
+114,5.847539970715035,2.8940909354076245,4.563296269249796,1.3372764731196363,Iris-versicolor
+115,5.0950861757396195,3.5389692070373715,1.4744593576980038,0.3627384503450427,Iris-setosa
+116,5.442189291242101,3.409435901201792,1.8152181348775573,0.20023665114080294,Iris-setosa
+117,7.6975505076341495,2.6034074314755364,6.9,2.2847330379880715,Iris-virginica
+118,5.031502258166709,3.5179447067796503,1.5949729454533215,0.4253607963832623,Iris-setosa
+119,6.556086619533339,3.0,5.507930655646698,1.7994595002086236,Iris-virginica

iris/tab_ddpm/5_2/13/test.csv

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

iris/tab_ddpm/5_2/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/13/val.csv

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

iris/tab_ddpm/5_2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.558489286272863,2.435633030505018,3.805921032287524,1.0851244479532192,Iris-versicolor
+1,6.40253327171416,2.9081229928863186,4.322349792999774,1.302333942780276,Iris-versicolor
+2,5.954539160127049,2.6880973023975416,5.091526685721842,1.5604154470397393,Iris-versicolor
+3,6.151484695027255,2.2,4.429437013061859,1.4997041141969598,Iris-versicolor
+4,5.406188699640123,2.8986270615595506,3.947950648997628,1.4346824305661716,Iris-versicolor
+5,5.009581646086364,3.2012826780187864,1.2,0.19999900273995608,Iris-setosa
+6,6.5067859555528385,3.0,5.515262865688536,1.8012883907000148,Iris-virginica
+7,6.135086103502568,2.6099518756210287,5.593037231568012,1.4333731426207257,Iris-virginica
+8,4.651492066736898,3.087763046406704,1.4014710634968721,0.19542425856017678,Iris-setosa
+9,5.028255117148681,3.3551287907820564,1.4100856922828429,0.2322319067434539,Iris-setosa
+10,7.9,3.790878213374332,6.410544553857502,2.0153983265274373,Iris-virginica
+11,6.314466665456499,2.7180045155281025,4.9316634112950695,1.7952190482561552,Iris-virginica
+12,5.887980057948193,3.0,4.432844485306509,1.3537279631246906,Iris-versicolor
+13,5.001411371538909,3.3015191941494075,1.4058954499852756,0.20265363063062342,Iris-setosa
+14,5.565965043999302,2.524181358736402,4.095238733810811,1.0977963065458767,Iris-versicolor
+15,4.883813017186304,3.0,1.399590410576812,0.1925199869657374,Iris-setosa
+16,7.303031682719867,2.9115166783422284,6.281553156868181,1.7964747698572294,Iris-virginica
+17,6.161758865694976,2.2000003705169564,4.449929400679328,1.4833205699237926,Iris-versicolor
+18,6.547029548302385,3.208501531660706,5.087405694595729,2.0245379298024204,Iris-virginica
+19,6.522685424304336,3.0,5.530706854545807,1.8074801481835863,Iris-virginica
+20,6.710342389666061,3.303708779193824,5.7069990501814924,2.0989943666922706,Iris-virginica
+21,4.886782494675147,2.3935449674224056,3.212494111175666,1.013287437685907,Iris-versicolor
+22,6.301812210754536,2.5103408840272925,4.922285112752406,1.5093770869639962,Iris-versicolor
+23,6.83691692032674,2.972382501610634,4.959452684940169,1.5920122762299433,Iris-versicolor
+24,5.450848528349892,3.507435541570637,1.6035288691445604,0.4060941645568865,Iris-setosa
+25,6.296079643383006,2.3091022087416655,4.432636737042899,1.2987000786791385,Iris-versicolor
+26,6.573881717116328,3.130751112345613,5.3129813610013015,1.9754450392407519,Iris-virginica
+27,6.0091550108374125,2.7057237719396934,5.109685865164128,1.6090798244278648,Iris-versicolor
+28,6.68531285602693,3.292931777465583,5.7900922942910995,2.0811116345648757,Iris-virginica
+29,6.105106963603299,2.8076413583553506,4.712032549888673,1.1944493706068096,Iris-versicolor
+30,6.7799895631853,3.0,5.512788570920488,2.1259361926130427,Iris-virginica
+31,6.7219540425280275,2.5173947218592265,5.844521318089135,1.8032291512464573,Iris-virginica
+32,5.74320588929653,2.5839218128703827,5.05454392906772,1.9367286550695395,Iris-virginica
+33,6.489286435317231,3.0,5.438532120262046,1.8022089531783159,Iris-virginica
+34,4.597589233597057,3.2136019928814563,1.3966245255384073,0.1980225998917043,Iris-setosa
+35,6.723595643584622,2.484438438225415,5.774565882086382,1.802527687597206,Iris-virginica
+36,6.300303747839947,3.2929810925103835,4.710439183630736,1.5990904007604705,Iris-versicolor
+37,6.790065652801666,2.8184372069324803,4.822989321808674,1.440612032871883,Iris-versicolor
+38,6.865799130056365,3.205953878226652,5.763015257777601,2.306620778653196,Iris-virginica
+39,6.80386529641044,3.1032435304527266,5.108973580654545,2.3251150280882924,Iris-virginica
+40,5.030008831677649,3.208440306992143,1.2000002492956883,0.19859638823100012,Iris-setosa
+41,6.519951340226497,3.0,5.622541372307033,1.794322514226698,Iris-virginica
+42,4.882797879465546,3.082545902323077,1.7143849042330306,0.1000000973655781,Iris-setosa
+43,5.951199711684431,2.2,4.998523010268157,1.4911981574957813,Iris-virginica
+44,5.371718868545325,3.88923827473427,1.667952872479538,0.3869138279992619,Iris-setosa
+45,5.510194772977452,2.5876411223494227,4.413560781808013,1.1701183192324327,Iris-versicolor
+46,6.3102026536186955,2.305398592809568,4.4399428852368175,1.3071747556808688,Iris-versicolor
+47,6.925387698731019,3.0,5.629872165248159,2.064318360214976,Iris-virginica
+48,6.877579903012384,3.1061726465570905,5.115110450513006,2.294790982028268,Iris-virginica
+49,5.993279554801623,2.200000313136406,4.97821743207327,1.5261110618420364,Iris-virginica
+50,4.591319207008836,3.3967359625461713,1.3976114944818738,0.29992857443052534,Iris-setosa
+51,4.583636546673143,3.4204355018298642,1.401913160843427,0.32248502662692835,Iris-setosa
+52,4.499989916177939,2.304691235880443,1.3098660449196646,0.29337293563945505,Iris-setosa
+53,6.195510654499835,2.8417702730830783,4.655330093207721,1.1962971214247524,Iris-versicolor
+54,4.599024999453541,3.419993726672833,1.4010094484991078,0.2912804845750997,Iris-setosa
+55,5.0125159471363,3.4658611217205437,1.6828447388158982,0.40677887465337065,Iris-setosa
+56,5.816883416198318,2.7392835828346564,4.576318406350346,1.174548489735015,Iris-versicolor
+57,6.491442463756192,3.0,5.806718102554731,2.2064413721400333,Iris-virginica
+58,4.980777755242966,3.298994652375073,1.4051549766803562,0.20044304186389872,Iris-setosa
+59,5.465595955155539,3.4974068398491545,1.6647909474001712,0.3515031901386703,Iris-setosa
+60,6.44416545814262,3.0,5.503755113032423,1.793544423999744,Iris-virginica
+61,7.709034271988081,2.60003690586027,6.8999987860798,2.3001697962396976,Iris-virginica
+62,6.7877045897814385,2.8082782129349835,4.81665982282225,1.3992792646420458,Iris-versicolor
+63,5.369519731010794,3.0,4.414594080176775,1.494998851013964,Iris-versicolor
+64,5.907251129442176,3.201833639009816,4.788686274296503,1.8044381266155798,Iris-versicolor
+65,5.593366246036987,2.5503394415638247,4.015321668233511,1.1363697749400783,Iris-versicolor
+66,6.272728330316117,2.892309887701512,5.532934067864396,1.8018276545645144,Iris-virginica
+67,6.701572834510013,3.2951444403118244,5.718293611235555,2.094483715705845,Iris-virginica
+68,5.53122720129816,2.4776481678112674,3.9133035856956466,1.1185541429498083,Iris-versicolor
+69,6.7250969478359375,3.294071232158048,5.696978507769094,2.5,Iris-virginica
+70,7.689081417343974,2.595642832168495,6.899998889850947,2.301668163975763,Iris-virginica
+71,5.504161177558434,2.386231267762729,3.794060331093255,1.103600744088712,Iris-versicolor
+72,6.164227708478164,2.2,4.485875379231115,1.5037095890697993,Iris-versicolor
+73,4.880502643718732,3.0909815844680706,1.5107037197739501,0.10000009562295971,Iris-setosa
+74,7.737243364640032,2.592820142339868,6.9,2.3164297194680215,Iris-virginica
+75,4.960511128108247,2.433470878391286,3.027301902592588,1.0708466279883087,Iris-versicolor
+76,4.488460915127162,2.2819537632710167,1.30758464178013,0.2889911624233126,Iris-setosa
+77,4.6134771708796825,3.3900905548301377,1.4013790433842215,0.29763107192331734,Iris-setosa
+78,4.779700483167953,3.0,1.4087663970798678,0.1,Iris-setosa
+79,6.844268849937616,3.1800734394946977,5.841149573605688,2.2922582027041756,Iris-virginica
+80,5.106490783110077,3.8455214106780087,1.6516274317190005,0.20826599018030806,Iris-setosa
+81,4.989946168766653,3.19798896407549,1.2,0.20434559304395905,Iris-setosa
+82,5.575781219981609,2.695091069250907,4.095605917356436,1.2852526191804703,Iris-versicolor
+83,5.92754969182355,3.0,5.10355816162586,1.7987708716769877,Iris-virginica
+84,4.904458838061569,3.0951736054030476,1.687790381774023,0.10000009833244886,Iris-setosa
+85,5.909205745012305,3.0,4.260971176585437,1.5212672111291052,Iris-versicolor
+86,6.997871126235959,3.0,5.758366843963025,2.1199191452800568,Iris-virginica
+87,4.860520872544585,3.0,1.4066288599045365,0.1,Iris-setosa
+88,4.4,2.8687286214441357,1.4087184583449612,0.20608521325037282,Iris-setosa
+89,5.954631979882925,3.0,4.321399032399372,1.5424563653645091,Iris-versicolor
+90,5.731873209515669,2.494613198762622,4.944008767240252,1.9948191326944769,Iris-virginica
+91,6.267514106367559,3.4018252747412236,5.598933903653334,2.3981764589200547,Iris-virginica
+92,5.582345475965151,2.54653459082834,3.890111246118177,1.1485881104616,Iris-versicolor
+93,4.589579384178233,3.4016972842269584,1.4020081697865066,0.29048366368079076,Iris-setosa
+94,6.000251217513194,3.0,4.447942453704588,1.5102419979280481,Iris-versicolor
+95,5.081027198911015,3.6471041954080348,1.7259302090008128,0.352671304822363,Iris-setosa
+96,6.318902982116086,2.290756068906906,4.419570445682191,1.2846429895110039,Iris-versicolor
+97,5.9094340033886805,3.0,5.105098655614695,1.8016319264053118,Iris-virginica
+98,5.994761134439399,2.704323720889435,5.107903748757852,1.6036551762963909,Iris-versicolor
+99,7.307074826768919,2.8942877836025356,6.303566098723143,1.797071161888984,Iris-virginica
+100,4.903478182679235,3.119015363224453,1.5733407260169479,0.1,Iris-setosa
+101,5.338315803594938,3.862632082796071,1.736982102330384,0.37552157761720717,Iris-setosa
+102,5.378249355936958,3.391209207257545,1.6653849730688781,0.2054264792146945,Iris-setosa
+103,5.4495067085022715,3.0,4.4908204019587314,1.491134345006069,Iris-versicolor
+104,6.498137578400576,3.1879362493319623,5.095269493828275,2.0193853624953575,Iris-virginica
+105,6.528802566511316,3.0,5.675267097435563,2.1651428464887656,Iris-virginica
+106,4.824437630537418,3.0,1.383198021243567,0.28597565908708406,Iris-setosa
+107,4.821178805262415,3.0,1.4244300509965278,0.1,Iris-setosa
+108,5.305957762621062,2.6464209360690805,3.900669169936594,1.332397473146334,Iris-versicolor
+109,5.903880326134132,3.187892164935136,4.784186671401988,1.7963564621205204,Iris-versicolor
+110,5.682707533290156,2.8963712496641056,4.0276231945684104,1.3166169669608885,Iris-versicolor
+111,6.3754613570465235,2.9567095515286135,5.723628606152391,1.9077874946578628,Iris-virginica
+112,7.034063847782354,3.0,5.700505914291488,2.0871455134728425,Iris-virginica
+113,5.073287699841441,3.499364309107874,1.4000013339115092,0.2914871200863063,Iris-setosa
+114,5.125640907188533,3.757288099202505,1.4978796137637054,0.2155543485784987,Iris-setosa
+115,5.111655721006102,2.6312396085245715,3.718679795197824,1.3611273062900378,Iris-versicolor
+116,4.636992664866116,3.306213969501142,1.4109297837382189,0.24907821163589508,Iris-setosa
+117,4.576412690670466,3.2949566944864874,1.386960112422841,0.24115646231809346,Iris-setosa
+118,7.71193531900186,2.5865258473522785,6.899998851143863,2.307261527074684,Iris-virginica
+119,5.8165754671983105,2.8092962630023393,5.090125769884589,2.4106480649705437,Iris-virginica

iris/tab_ddpm/5_2/14/test.csv

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

iris/tab_ddpm/5_2/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/14/val.csv

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

iris/tab_ddpm/5_2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.6466729393921815,2.7480705150497498,4.495939765431596,1.2774565353565328,Iris-versicolor
+1,6.0677427629061,2.9186822499817,4.3810375046032,1.4241684669630588,Iris-versicolor
+2,5.623559180126927,3.0,4.123659669986551,1.3239117277043544,Iris-versicolor
+3,6.204285176119699,2.200000290911225,4.540417671123208,1.4782012745374586,Iris-versicolor
+4,4.79631564479663,3.0,1.3914710947889075,0.1000001048382634,Iris-setosa
+5,5.571810615297095,2.6864414220776998,4.289236990560999,1.2995266453672245,Iris-versicolor
+6,5.907909954327542,3.0,4.34997445868755,1.5258974117064996,Iris-versicolor
+7,6.1494636129448255,2.2,4.462150973092799,1.4983477304945463,Iris-versicolor
+8,6.843861334155026,3.0823984826779682,5.113929131315902,2.2742213174100194,Iris-virginica
+9,7.701853598674978,2.5868459156457644,6.9,2.294652747646613,Iris-virginica
+10,5.0828305363117465,3.626992701223928,1.499857440255532,0.46253184797214536,Iris-setosa
+11,5.989402913248496,3.0,4.786441934768921,1.7987776658865744,Iris-virginica
+12,4.881700214558917,3.0980495326838686,1.4978420700834518,0.1,Iris-setosa
+13,6.82324655900912,3.1926008389575706,5.895525502064197,2.275823318460998,Iris-virginica
+14,7.8999987736690525,3.7669006254571773,6.447951900049394,1.9883173125975522,Iris-virginica
+15,5.079082937379968,3.470798587552124,1.3833216843724832,0.28477741143477775,Iris-setosa
+16,6.188335570277879,2.200000273726498,4.47448761511557,1.4756318084479036,Iris-versicolor
+17,6.367997996988885,2.9431621646320756,5.4916310205768,1.8025339234220206,Iris-virginica
+18,6.234061929678198,2.6350911300523054,5.569682135003196,1.5307617281017003,Iris-virginica
+19,4.906159276873959,3.0944464598756216,1.497962117671863,0.10000010087242954,Iris-setosa
+20,5.641166359861408,3.808284067738728,1.9272164528364393,0.3712277726290328,Iris-setosa
+21,5.985382252268462,2.705596612615027,5.096399431344592,1.5939978364038565,Iris-versicolor
+22,5.609866106893445,2.73698097186135,3.7651059251236414,1.2999944680242022,Iris-versicolor
+23,7.9,3.7855823220873432,6.404775998667379,2.0118725884056823,Iris-virginica
+24,6.285199473783609,2.655612107974167,4.906581167601084,1.7922416413159314,Iris-virginica
+25,5.533367940595534,2.384191531184679,3.722717503386912,1.114390333601315,Iris-versicolor
+26,4.703245329405032,3.226404269854189,1.4061011548205213,0.1965368179608623,Iris-setosa
+27,5.897070184182614,3.0,4.482588535150607,1.5193119304820701,Iris-versicolor
+28,6.925366148941228,3.1656035902907855,5.7439407957915645,2.288730877233359,Iris-virginica
+29,5.8599146481409585,3.2055698400920885,4.760124731949331,1.8094030880672354,Iris-versicolor
+30,6.798428940819727,2.8109894663660264,4.7993817312689,1.3991649616559845,Iris-versicolor
+31,4.5053226746101425,2.2985079395635157,1.3041614845348237,0.3553518154418245,Iris-setosa
+32,5.3489076071316415,3.9178786191410024,1.6194767222688937,0.3958871165477796,Iris-setosa
+33,4.88942647587171,3.1107121520759087,1.491733501316275,0.10000015939456582,Iris-setosa
+34,6.710644925691369,2.4939421131717805,5.830295364560497,1.803080115429941,Iris-virginica
+35,5.0033814054562,3.199355936529358,1.2000002637043117,0.19682277507719192,Iris-setosa
+36,5.024916532384995,3.3324552746960836,1.3933978451516025,0.20607051720114167,Iris-setosa
+37,7.256175034640019,2.957979740046414,6.186733663645528,1.8677939718220533,Iris-virginica
+38,5.124916684808592,2.640365389370496,3.77015294819866,1.3852464369076611,Iris-versicolor
+39,6.496919944972704,3.0,5.4651394872033086,1.807190950437748,Iris-virginica
+40,4.895435082642789,3.0,1.3902354896014943,0.2031771589188271,Iris-setosa
+41,4.884355009063461,2.3952020183450915,3.532092787309987,1.039265971070658,Iris-versicolor
+42,6.078775422433578,3.0,4.590217543729536,1.418984686658903,Iris-versicolor
+43,7.71677792636266,2.6134182040581404,6.899998871693688,2.300453490624949,Iris-virginica
+44,6.677617230014979,2.5283962400875506,5.835586108471387,1.804443974782693,Iris-virginica
+45,6.673018306906184,3.285683476020914,5.670520414827048,2.1119557290667923,Iris-virginica
+46,6.3954169315442675,2.9065391068174757,4.29576516199515,1.3174903222047414,Iris-versicolor
+47,5.801328489025988,2.8009145577870975,5.107950714640723,2.395954030463754,Iris-virginica
+48,6.706324094983861,3.294041602386341,5.685424691191743,2.104918933987861,Iris-virginica
+49,5.041360745862306,2.4663613164831792,3.017982931750726,1.0733222121917705,Iris-versicolor
+50,7.688270599467141,2.6153718907537353,6.8999988358444035,2.30159077591993,Iris-virginica
+51,4.937690074811039,2.4177292585005246,3.315809669655903,1.0846073523839008,Iris-versicolor
+52,5.459575845377458,3.4239799644405804,1.6687988570968926,0.20160511289930813,Iris-setosa
+53,7.702162162418773,2.603694342156162,6.9,2.309338500427453,Iris-virginica
+54,5.489152925444074,4.2,1.3818452800530534,0.19637240330109795,Iris-setosa
+55,4.641874041411846,3.4018166795688525,1.4017185947353685,0.29830034706906944,Iris-setosa
+56,6.114629691720543,3.0,4.589675110963314,1.4015314820403604,Iris-versicolor
+57,5.413810870855588,3.398666591819947,1.7278895372384264,0.20066881136979303,Iris-setosa
+58,5.567246695849844,2.5280131528139282,4.0034582032597505,1.1307161324118147,Iris-versicolor
+59,5.826280914104886,2.818549549479876,5.106129970771751,2.411528703047243,Iris-virginica
+60,5.597208550510351,2.528189416393219,3.9700414005445777,1.1226972386187994,Iris-versicolor
+61,4.896127786732777,3.0968110900259425,1.6049913774278515,0.10000009620287559,Iris-setosa
+62,5.81755370229492,2.878752722813762,5.122236569931891,1.8489872190775642,Iris-virginica
+63,6.69717034909762,3.2902088822459055,5.697001792549931,2.1062502644739207,Iris-virginica
+64,5.7106365178037075,2.4915028938428083,5.013540354245648,2.0104591003643097,Iris-virginica
+65,5.992882601190448,3.0,4.778990166132581,1.8016149320274508,Iris-virginica
+66,6.962229003359388,3.1382443963294464,5.869981313251496,2.2563376663531582,Iris-virginica
+67,5.895096739074117,3.0,5.042622623020917,1.800168030499015,Iris-virginica
+68,5.447077138133876,3.400682373520332,1.8100903345620503,0.19849375362207472,Iris-setosa
+69,5.662033239214009,2.9522411744453163,3.892599068465217,1.3595007262306251,Iris-versicolor
+70,6.097273129836898,3.0,4.546845473885536,1.3968183187747272,Iris-versicolor
+71,6.030786415115452,2.69780624518217,5.113125611234315,1.6041453164016157,Iris-versicolor
+72,7.720863695355657,2.599705832211835,6.9,2.30339898247286,Iris-virginica
+73,6.282326624797605,2.367068270718444,4.641091004057933,1.3930232259243602,Iris-versicolor
+74,6.307779856749503,3.4026544182800658,5.587903379624791,2.4048673228045874,Iris-virginica
+75,6.73002443666873,3.3014205821059592,5.674346181687487,2.4999996169793666,Iris-virginica
+76,4.595996291027683,3.408076044343658,1.4001059017335475,0.3726196891823951,Iris-setosa
+77,5.659117940812619,3.0,4.25609950468173,1.359160195278636,Iris-versicolor
+78,7.249785256971212,2.8912698312435388,6.268017179612443,1.8083459945281088,Iris-virginica
+79,6.690681339610904,3.0,4.97308901997938,1.7205201947962043,Iris-versicolor
+80,5.2427296633012315,3.7463485008207997,1.5236150134706907,0.20003611052298567,Iris-setosa
+81,6.432928703951611,2.6734706254195033,5.383279663015825,1.8950670789514714,Iris-virginica
+82,6.753339888742174,3.0,5.445011151007259,2.073326856412482,Iris-virginica
+83,6.311574677367552,2.462266857406521,4.840320030260676,1.4895054834174861,Iris-versicolor
+84,5.416729217793214,3.0,4.4751879244315225,1.4689828442730266,Iris-versicolor
+85,6.319564115802241,3.3931456573180743,5.6252116227655575,2.384841985384907,Iris-virginica
+86,6.712557291073015,3.2955186046352716,5.682850482719893,2.1001458911412896,Iris-virginica
+87,5.459394069118423,4.1999990964947465,1.3869494514797869,0.19684178716338124,Iris-setosa
+88,6.718229737333125,2.4987235837831685,5.818480194606544,1.800771046683595,Iris-virginica
+89,6.02036804516661,2.698332581907029,5.111081736666483,1.614864803934878,Iris-versicolor
+90,6.687276118203207,3.0,4.978307355619781,1.6924704045779666,Iris-versicolor
+91,6.613508406757647,3.0,5.757132444674903,2.1552446429447527,Iris-virginica
+92,5.446131629713285,3.9049013622126205,1.7378007299401115,0.38431938296593166,Iris-setosa
+93,6.4202192959885656,3.0,5.492252869851997,1.8115984091535933,Iris-virginica
+94,5.007052941461282,3.2180585555368055,1.2000002862780972,0.20152890335668808,Iris-setosa
+95,5.509228520141125,4.199999111977518,1.4042631684572593,0.19712833115239564,Iris-setosa
+96,4.636006441888544,3.3551172407850443,1.3937037097593152,0.28486207620492904,Iris-setosa
+97,6.069092897142252,2.3666703982630644,4.32196498709348,1.2641473863450647,Iris-versicolor
+98,5.497393359555796,4.199999214293825,1.3990204492435838,0.20394878127659857,Iris-setosa
+99,4.610573606662567,3.129781486483623,1.4074309157207394,0.2028674484357269,Iris-setosa
+100,5.905825291775188,2.7976839914252474,5.118879918043461,2.321016104581619,Iris-virginica
+101,5.632463042958682,2.710115045239952,4.128537813751422,1.2945656078295515,Iris-versicolor
+102,6.331720873480336,2.4679442430794047,4.883041479488602,1.482131421774765,Iris-versicolor
+103,5.988288025940481,2.7062368353151283,5.081932544797451,1.5932773227824433,Iris-versicolor
+104,5.5000939842690615,4.199999259259895,1.400293676880863,0.19480106105091793,Iris-setosa
+105,6.055571340350149,2.8780317633895165,4.5837448838152035,1.5015848685177475,Iris-versicolor
+106,6.806382711301991,3.1969867617356056,5.787523549278112,2.301704269308239,Iris-virginica
+107,4.986532856641212,3.219024033857259,1.2,0.20011080872195733,Iris-setosa
+108,5.51478138770352,4.2,1.403616135062986,0.20901977195772903,Iris-setosa
+109,6.791180943316046,3.196844999590887,5.9314530837057875,2.298792171223052,Iris-virginica
+110,6.391990490458112,2.888387398803458,4.2617825706946,1.284872186875419,Iris-versicolor
+111,5.794959028581371,2.8181310211986896,5.094158933837072,2.4049575569300794,Iris-virginica
+112,7.177354999100737,2.9187934221212704,6.203065011841359,1.8644915512372031,Iris-virginica
+113,6.306190105120548,3.3035419084886706,4.740569546840136,1.610109453170727,Iris-versicolor
+114,5.556827766392389,2.481863016989232,4.137256126607541,1.0797705682381313,Iris-versicolor
+115,5.474031732965985,2.372486877706449,3.7175825435970498,1.097689015531658,Iris-versicolor
+116,7.7183244812653555,2.575049216928022,6.9,2.3107466932550906,Iris-virginica
+117,6.1026247217201774,2.5967375510939794,5.6273219565493084,1.3946026630829096,Iris-virginica
+118,5.091572360150851,3.626147881157377,1.5215298271730007,0.44935641456644165,Iris-setosa
+119,4.497694091257553,2.3107821247136844,1.304900204371332,0.3124781906463148,Iris-setosa

iris/tab_ddpm/5_2/15/test.csv

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

iris/tab_ddpm/5_2/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/15/val.csv

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

iris/tab_ddpm/5_2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.897061450855411,3.0,1.3909609603047843,0.19415266207080434,Iris-setosa
+1,5.402182518534975,3.0,4.47933264212911,1.530685115249266,Iris-versicolor
+2,6.731109937760976,3.112240615550415,5.863007914453205,2.277161215118032,Iris-virginica
+3,5.994784972884899,3.0,4.273583054132236,1.4819876623671842,Iris-versicolor
+4,6.678079598409792,3.272689275291874,5.684170812950955,2.104652094677251,Iris-virginica
+5,6.078964944772568,2.603637879580901,5.5923156143510315,1.403886767659362,Iris-virginica
+6,6.676528558932896,3.0,5.003559537965112,1.70363677530732,Iris-versicolor
+7,5.459113938017313,2.3734396186009876,3.804277095090322,1.1201321915400777,Iris-versicolor
+8,4.673262989485778,3.4175079337454575,1.4080486813647464,0.435544021803999,Iris-setosa
+9,5.1654534644273795,3.400083267676305,1.493989714795946,0.2028918438086963,Iris-setosa
+10,4.986647174485789,2.444690572856848,2.97705752525285,1.025632918385504,Iris-versicolor
+11,6.294749614141367,2.6981297701295928,4.894370765322113,1.7907976383665525,Iris-virginica
+12,6.020892826383194,2.200000334295794,4.956689957189942,1.5051511970275842,Iris-virginica
+13,5.58616302953263,2.9939974327671757,3.85239630468455,1.2925847293094148,Iris-versicolor
+14,4.9057345318295456,2.3929297299121126,3.2645782221526733,0.9596762890419726,Iris-versicolor
+15,5.0167661827270305,3.3056319654878137,1.400562956382523,0.20072139406932685,Iris-setosa
+16,5.996704632581052,3.0,4.794697963088382,1.794873839366658,Iris-virginica
+17,5.773028316861287,2.7773122024885044,5.100959601372186,2.37081488613879,Iris-virginica
+18,5.566216538614649,2.691238203673219,4.144085465889906,1.2869582435437885,Iris-versicolor
+19,4.4,2.900006895785905,1.395990681666476,0.1965913585402771,Iris-setosa
+20,5.594030107602605,2.4788543521274877,3.7478378670982258,1.1000916172546074,Iris-versicolor
+21,4.966498429693545,2.438948935631545,3.3270007069199865,1.055953756236492,Iris-versicolor
+22,5.209801787836133,3.777362590452119,1.522553538593212,0.4250398343408692,Iris-setosa
+23,6.39098271080479,2.7033618276046196,5.311798288355256,1.8829620973716734,Iris-virginica
+24,5.446396936538785,3.4562330895518953,1.6395299550800857,0.20160026901030464,Iris-setosa
+25,5.905179688305931,3.0,4.1456889452254275,1.4813598859554347,Iris-versicolor
+26,4.4,2.9129239392843167,1.3974631198805763,0.1989550735674551,Iris-setosa
+27,6.813844452108787,2.819409463601866,4.782754785120732,1.395187284934909,Iris-versicolor
+28,4.948176198159939,3.0505816954397464,1.396448961056571,0.1923818750239506,Iris-setosa
+29,7.899998806852805,3.746025686988107,6.4032212874245555,2.0148059009879793,Iris-virginica
+30,6.003752896602624,3.0,4.840976167211533,1.8079020675177795,Iris-virginica
+31,5.091276088989243,3.7933552210899046,1.6260988398530558,0.20973297019872872,Iris-setosa
+32,4.400000523071993,2.917270751103605,1.3998015873813903,0.20261089674314542,Iris-setosa
+33,6.7972042265565555,3.1944373730432263,5.835631475082068,2.2850347228419303,Iris-virginica
+34,5.860122716969222,3.0,5.110685685466663,1.7969478776616175,Iris-virginica
+35,5.47776485518264,2.579725818409865,4.349739434279593,1.1758742641874318,Iris-versicolor
+36,6.695372594887905,3.276910880430654,5.690791629199713,2.4999991635831127,Iris-virginica
+37,4.986482199376294,3.2035731398062466,1.2000001996820642,0.1977017590275989,Iris-setosa
+38,4.8170407967134015,3.0271298733801557,1.4370174237982367,0.1000001010615185,Iris-setosa
+39,5.09349093577107,2.4637641717687955,3.3064089023981165,1.120415589639746,Iris-versicolor
+40,5.276190051761481,2.5044651989866646,3.5350153188693842,1.1228241137727586,Iris-versicolor
+41,5.63902984341858,2.878246018696774,3.7184420341422513,1.3305385294359116,Iris-versicolor
+42,6.531507853402222,3.0,5.710076722153859,2.181822638269824,Iris-virginica
+43,6.811421472107567,3.1798636935260984,5.888660310918792,2.2942404139711674,Iris-virginica
+44,7.9,3.730179762339346,6.418218842615604,2.035273539847854,Iris-virginica
+45,5.960397778492404,3.205067575035336,4.779170154383283,1.769614681476736,Iris-versicolor
+46,7.899998597384839,3.810578686122798,6.485624376809613,1.9691973910454663,Iris-virginica
+47,5.007269125654395,3.4069148227653763,1.5360355978610456,0.4138147479316637,Iris-setosa
+48,5.497516809804337,2.4503028237433724,4.0024495350582505,1.113421964364594,Iris-versicolor
+49,5.33119434992437,3.3751723867830483,1.5400672027906468,0.44111294151572467,Iris-setosa
+50,6.276253523096507,2.8957877984071363,5.599793504230502,1.7916379333755261,Iris-virginica
+51,6.009029713785083,2.200000316047622,4.997729838886295,1.46778846773909,Iris-virginica
+52,4.919829220150536,3.248978879798804,1.382105689858309,0.1955783526365213,Iris-setosa
+53,6.294577211919657,2.717970224403004,4.897415258535503,1.795123379414164,Iris-virginica
+54,5.562643710610907,2.527519997034019,3.9227798096812236,1.1143235290982827,Iris-versicolor
+55,6.720512988246363,3.0,5.014795071300058,1.707334587476965,Iris-versicolor
+56,5.807799696881025,2.7982399401126483,4.540888628262759,1.2905216341154688,Iris-versicolor
+57,6.041887130953195,3.261151020402765,4.801204262342709,1.7464109616500343,Iris-versicolor
+58,6.031772659573668,2.2,5.003208989319728,1.5099236805584446,Iris-virginica
+59,5.89978771721964,3.0,5.050341159933122,1.7963091874176147,Iris-virginica
+60,6.581676223837391,3.0408858750000984,5.2835744932997475,1.94710181417963,Iris-virginica
+61,5.44594446065281,2.409747740385653,3.663159652967727,1.087238552288864,Iris-versicolor
+62,6.71421606763645,3.2944405998640973,5.682060901786715,2.49999962438178,Iris-virginica
+63,5.7947715034485645,2.7031053737439357,5.103278775987517,1.8710429628498482,Iris-virginica
+64,6.47649345611035,3.181321845254422,5.095095621016227,2.029728986874583,Iris-virginica
+65,4.990742248200332,3.2033212462143275,1.2000001868457761,0.19233241955010433,Iris-setosa
+66,5.026788134616369,3.3252867794600007,1.401919447183471,0.20169648358541134,Iris-setosa
+67,6.280095351979704,3.2952993564669986,4.697886003281474,1.5629948859600955,Iris-versicolor
+68,6.31352247762064,2.7182211764626127,4.83136475147659,1.7898090558271076,Iris-virginica
+69,6.729613573757704,2.5679522214624915,5.901974258826908,1.7964971495695743,Iris-virginica
+70,5.062897591698365,3.3947637084403612,1.4979462459589084,0.21046656969969366,Iris-setosa
+71,6.229928425155378,3.431935798346284,5.628130268541898,2.4022672318890077,Iris-virginica
+72,5.142580795783325,3.743912819926453,1.7385881291463132,0.19803757378794706,Iris-setosa
+73,5.447920826827188,2.407477882678821,3.6915940924190065,1.1010619034639948,Iris-versicolor
+74,5.5723528937224724,2.4868824127749765,3.896002224313012,1.1050476560439122,Iris-versicolor
+75,4.909053971539141,3.0912643300546407,1.5767812172591666,0.1000000938102289,Iris-setosa
+76,6.003107614380892,2.8496889002448187,5.139035619243036,2.3957506798759303,Iris-virginica
+77,5.4628617771910735,3.404011108850331,1.7448644305660463,0.2096481952670412,Iris-setosa
+78,5.834886042965344,2.81239852347335,5.112575357258508,2.392241913896178,Iris-virginica
+79,5.785423919289965,2.66797724641858,5.071465629166666,1.854985574365177,Iris-virginica
+80,4.90701574451551,2.4141006720672906,3.198354730978576,1.0135169280425755,Iris-versicolor
+81,6.748517868310154,2.8269974291474824,4.803440790932102,1.4344104601007968,Iris-versicolor
+82,7.9,3.8452744436388526,6.37973873948351,2.0063619773988717,Iris-virginica
+83,4.982149410013805,3.2862539570844103,1.398462696780288,0.20093625593501926,Iris-setosa
+84,5.127913209998626,3.547575340773034,1.3965958419162259,0.3573424964197427,Iris-setosa
+85,6.0982875481231025,2.8125114942492693,4.69012959697317,1.1995805254429817,Iris-versicolor
+86,6.019204462928034,2.9591114677427344,4.555959125933687,1.4213415528037392,Iris-versicolor
+87,5.705302472519707,3.810833071772963,1.819194625591325,0.34244854565794564,Iris-setosa
+88,5.887805750149431,3.0,5.106991215425405,1.8105191628339083,Iris-virginica
+89,5.662295547484966,3.7792489620033156,1.6792073283374174,0.332983958528308,Iris-setosa
+90,6.075986542213232,3.0,4.453592382543262,1.4087678810503195,Iris-versicolor
+91,4.782667826335843,3.0,1.3892001134127112,0.2528100612617778,Iris-setosa
+92,5.468201405102563,4.2,1.4017724588909832,0.19388979951647867,Iris-setosa
+93,5.583959321409981,3.0,4.133079578651195,1.2843034497893742,Iris-versicolor
+94,6.996460816763115,3.014405046485548,5.848045005096519,2.2060214068932233,Iris-virginica
+95,5.924705377502014,3.2326934310435775,4.845271525059272,1.804806924277839,Iris-versicolor
+96,6.691936065848926,2.496426854407813,5.768730864186999,1.7999801379281364,Iris-virginica
+97,5.594097479341352,2.6916246024078783,4.270730781173849,1.2986698284449063,Iris-versicolor
+98,4.918891891137736,3.0,1.401830970893424,0.18918534963448752,Iris-setosa
+99,4.9008549625605635,3.1137895723086406,1.494402710087499,0.10000009483161622,Iris-setosa
+100,5.755835748071167,2.5767710990789365,5.046665259070472,1.9463269125123381,Iris-virginica
+101,4.909998319177728,3.0818392113030977,1.4878350007356413,0.1,Iris-setosa
+102,6.17177927314164,2.2,4.492147745169003,1.460396675765666,Iris-versicolor
+103,5.159744520865887,3.333114186980485,1.64913302027934,0.42131659307789243,Iris-setosa
+104,4.915317468946291,3.098122037456665,1.4919849629682447,0.1,Iris-setosa
+105,6.69171488511214,3.0,4.98055958889668,1.6968256303994207,Iris-versicolor
+106,6.066360658742582,2.8118150622084617,4.694426477874113,1.1651785652416113,Iris-versicolor
+107,5.4795915708683385,3.0,4.461971722964987,1.474060472021781,Iris-versicolor
+108,6.795586677662943,2.8069023093394683,4.792650842383175,1.4058113245680166,Iris-versicolor
+109,6.124347395832337,2.8198077503891006,4.705137645676384,1.2203518734341527,Iris-versicolor
+110,6.292660561971901,2.907116209632003,5.611642084066562,1.8050491466989211,Iris-virginica
+111,5.4624766148103765,2.620672532541853,4.359634786565966,1.2330037063365837,Iris-versicolor
+112,7.682850364370058,2.598651923664035,6.9,2.3032178543958186,Iris-virginica
+113,6.276038513476628,3.407273126593776,5.638056471115047,2.405831049654081,Iris-virginica
+114,4.4,2.8919954830363657,1.4026895005648954,0.19801713159159498,Iris-setosa
+115,5.588165063112913,3.655558252468277,1.8181845043027507,0.40910488102339204,Iris-setosa
+116,4.611869862765574,3.1857963829874736,1.401346262644656,0.2035099107456046,Iris-setosa
+117,6.89110092811641,3.2015386275891755,5.852581978749474,2.2980822330172392,Iris-virginica
+118,5.185289492629212,2.7374032088081703,3.9164252760876557,1.4226020216250619,Iris-versicolor
+119,6.222317897617582,2.9667611139718737,4.3834452706027545,1.426584157756179,Iris-versicolor

iris/tab_ddpm/5_2/16/test.csv

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

iris/tab_ddpm/5_2/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/16/val.csv

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

iris/tab_ddpm/5_2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.095811298908584,2.5096011327249417,3.1080334044902567,1.114093635244232,Iris-versicolor
+1,6.677787135788432,3.0,5.009999152417959,1.6876394505316523,Iris-versicolor
+2,5.591233358666901,3.726592374052972,1.579381969336045,0.33497287916287666,Iris-setosa
+3,5.13368204301394,3.447505263120384,1.4923195267581315,0.40654943614090944,Iris-setosa
+4,6.908100743767153,3.1576502283087153,5.761752897142253,2.2781681848347373,Iris-virginica
+5,4.992333895875494,3.205119162159641,1.2000003745820782,0.20203970497383902,Iris-setosa
+6,5.170739424493989,2.5016178689146455,3.0755585608468685,1.1052514203294639,Iris-versicolor
+7,6.277668242865911,2.9201732175629584,5.608934020997864,1.8053747880422497,Iris-virginica
+8,5.023752333812746,3.451562448191077,1.5360955391870617,0.40133102491260053,Iris-setosa
+9,6.303020170450404,2.8951022881834088,5.610918633512659,1.79634516330294,Iris-virginica
+10,6.103354629490762,2.6128636005423647,5.607129813564564,1.4128953637957244,Iris-virginica
+11,6.501303223925914,3.0,5.558344821930975,1.808770350533592,Iris-virginica
+12,6.1172958600107545,3.0,4.621413892527075,1.3859126598431588,Iris-versicolor
+13,5.939814165191708,3.0,5.094797674671504,1.7908884018063345,Iris-virginica
+14,6.480985796739672,3.0,5.465313329215465,1.8002270117590327,Iris-virginica
+15,4.890283872870102,3.0,1.3994863706189848,0.2047210152795988,Iris-setosa
+16,6.274035974780918,2.7029141378678965,4.9312562951630925,1.7998583389360097,Iris-virginica
+17,5.770600710507974,2.797690763736048,5.092172656956588,2.4152175800230307,Iris-virginica
+18,5.498235619484248,4.2,1.4052206731671217,0.20273592939874965,Iris-setosa
+19,5.220716152397498,2.721453914511803,3.9038325819350517,1.4185856833615529,Iris-versicolor
+20,6.0267283319269795,3.0,4.765592946764855,1.8028793863971617,Iris-virginica
+21,5.814821306930947,2.8165948246197807,5.099818567965536,2.4026205792210655,Iris-virginica
+22,5.165513199846065,3.7381437438413645,1.5352131152102995,0.46088519356645996,Iris-setosa
+23,4.99478806000089,3.210548675105155,1.2000002033932022,0.20190750593149082,Iris-setosa
+24,5.47785222522614,4.1999986692875115,1.39944695471136,0.20089609963454655,Iris-setosa
+25,5.816983086533549,2.823316192449978,5.104460034867502,2.390844651592231,Iris-virginica
+26,4.988806714309856,3.3966178496288206,1.579406851394488,0.46181595610816106,Iris-setosa
+27,5.401614972677266,3.3997878603535288,1.7316860946050552,0.19857780806957942,Iris-setosa
+28,5.5458243288742395,3.0,4.129696299089135,1.2836428775107174,Iris-versicolor
+29,6.71957770660506,3.0,5.694776076108823,2.168374054307465,Iris-virginica
+30,5.694859846811529,3.8125193515378406,1.7694204638074769,0.2977369818253293,Iris-setosa
+31,5.868717944348223,3.0764244238570617,4.813467818893425,1.764365803705184,Iris-versicolor
+32,5.445902548957781,3.4099200912835856,1.7938751481464397,0.20669361384016013,Iris-setosa
+33,5.69083408650992,2.9726217095075613,3.78373592201259,1.3636963035261367,Iris-versicolor
+34,5.011216500425494,3.3075278751596806,1.4008001759068553,0.20063757680894145,Iris-setosa
+35,5.624352933786051,3.0,4.263657119593983,1.3089656027618175,Iris-versicolor
+36,5.534355691178711,3.7212500503080745,1.509640097583199,0.2551428796957807,Iris-setosa
+37,6.698919134581218,3.0,4.984921669235216,1.7087292593038825,Iris-versicolor
+38,5.891686114389831,3.0,4.107122331668119,1.456976620212894,Iris-versicolor
+39,6.019410927065007,2.7279609242188894,5.085997855334793,1.5823845182386673,Iris-versicolor
+40,6.881148412119876,3.1936155266406248,5.734823814898106,2.2968285425336346,Iris-virginica
+41,5.098007746593091,3.298450665417469,1.7677935478426439,0.4562799072012189,Iris-setosa
+42,7.74468099796726,2.5817134488072964,6.9,2.3218268503355453,Iris-virginica
+43,5.216507247883377,3.727687045109814,1.4965659243715064,0.2020057458013461,Iris-setosa
+44,5.19804313820787,3.3515263119344674,1.5551598832066873,0.4639885437292901,Iris-setosa
+45,7.130469580469048,3.0,6.015922543787852,2.043868442547049,Iris-virginica
+46,4.586899997890288,3.3997081573353123,1.391130144797705,0.2989406297463557,Iris-setosa
+47,6.282669216819224,2.513121107062783,4.906715453852617,1.4972160866362552,Iris-versicolor
+48,4.892821029041626,3.097381144956334,1.5088850743099815,0.1,Iris-setosa
+49,4.998775799915168,3.1694923779075945,1.2,0.2008130697081608,Iris-setosa
+50,6.338019671970008,3.2358493489497633,4.688925829876071,1.596140049735265,Iris-versicolor
+51,5.995901467717024,2.2,4.988437314389336,1.5104098784682682,Iris-virginica
+52,4.951372764471464,2.4369170862880485,3.1944318334614747,1.068589877672068,Iris-versicolor
+53,5.625550138659654,2.5017218136585972,3.7568981089313844,1.0764275262168337,Iris-versicolor
+54,5.484708725915709,4.2,1.4071534153237366,0.20103257173892508,Iris-setosa
+55,5.933276652763601,2.948347312543367,4.3903941824750286,1.4790192627448284,Iris-versicolor
+56,5.032362757954854,3.407086823733199,1.5860836214386265,0.4362691535768591,Iris-setosa
+57,5.1422208568486205,3.75063088898101,1.5928441128859478,0.1999262048739799,Iris-setosa
+58,5.565777694600188,3.0,4.1476894022487505,1.2646472388185412,Iris-versicolor
+59,6.032044951465833,2.6985644177419537,5.079218434846954,1.5996692447510086,Iris-versicolor
+60,6.006208046011153,3.0,4.314699886351335,1.5374102559994682,Iris-versicolor
+61,6.0296005215550155,2.894846829856042,4.587720905162161,1.333359556348753,Iris-versicolor
+62,5.435901562899158,2.709879171402219,3.8417969905704865,1.277105301085068,Iris-versicolor
+63,6.200893202163268,3.008110277321123,4.675967357548496,1.461257729976247,Iris-versicolor
+64,5.088935211648201,3.304616132015283,1.6325418218402274,0.586031967559345,Iris-setosa
+65,5.67280510375042,3.780571923473716,1.6346332225378561,0.32075212508240275,Iris-setosa
+66,5.532527414146217,2.3812587859836873,3.8012063962996163,1.117077101482385,Iris-versicolor
+67,4.999581264213004,3.214376566089386,1.2000002515088573,0.1977590558854915,Iris-setosa
+68,6.836893346338339,3.212509631054572,5.660352767184259,2.2990425576406848,Iris-virginica
+69,4.598338863792917,3.4071774097119727,1.403228995900643,0.44938156318592604,Iris-setosa
+70,6.006239199693262,3.0,4.837019380289801,1.800143445313239,Iris-virginica
+71,5.417098094633311,3.8764246726258516,1.6484403996575447,0.42874117370864767,Iris-setosa
+72,6.677292440969716,3.283112159445622,5.773661639541769,2.1006611924872884,Iris-virginica
+73,5.802616087932093,3.1605407103723095,4.759109291898469,1.7748432125695563,Iris-versicolor
+74,6.214779088521075,2.2,4.50910428866029,1.5085069224583476,Iris-versicolor
+75,5.604725998274923,2.5028299808295364,3.8548925907401994,1.0728567428602018,Iris-versicolor
+76,4.8597377957921815,3.0,1.395800099975661,0.2642982381850165,Iris-setosa
+77,4.906330817000274,3.0,1.4011007130644826,0.20388634818578524,Iris-setosa
+78,6.104754126819883,2.6145568418543994,5.597525342801988,1.3872376098268027,Iris-virginica
+79,5.570628033215854,3.0,3.926994365966226,1.330113248553732,Iris-versicolor
+80,6.496041585024836,3.0,5.485401520149857,1.7977721370851003,Iris-virginica
+81,5.2859117932634465,2.8896993303990017,4.318525941080631,1.4507836277542534,Iris-versicolor
+82,5.6622920380281325,2.4875835346573028,4.9682866229994165,2.0004084663593558,Iris-virginica
+83,5.876170349529947,3.0,4.293969833802635,1.5115468443034001,Iris-versicolor
+84,4.900402432839378,3.0,1.3961884082759426,0.19857930114289876,Iris-setosa
+85,6.073372428978581,2.5877702992235725,5.623897118396177,1.4283462885125924,Iris-virginica
+86,5.453099132091179,2.8759200844713213,3.855067694388847,1.384862137593434,Iris-versicolor
+87,5.982428866613888,2.7187716680215446,5.100138308793266,1.6117105052163334,Iris-versicolor
+88,7.9,3.7731501733093973,6.473127383300249,2.008679081591649,Iris-virginica
+89,7.141158578908364,3.0,5.928385793526776,2.089425478715391,Iris-virginica
+90,4.600084861625369,3.206906205900499,1.4061671531447817,0.20224322781151277,Iris-setosa
+91,5.034214532846219,3.3990871830612774,1.5912604518100248,0.36924569176595945,Iris-setosa
+92,5.593141991956641,2.8144206792749227,3.7700515725213126,1.3015325300268688,Iris-versicolor
+93,6.788633693659894,3.006870166884362,5.139413463947565,2.2258038892376133,Iris-virginica
+94,5.3656591579566495,3.4009899980438645,1.4965917950860068,0.3998907723114172,Iris-setosa
+95,5.176177729124297,3.79001416515824,1.495612075355845,0.20388852407453603,Iris-setosa
+96,6.359080398662145,2.8911642446484067,5.542613847184464,1.7990515717569142,Iris-virginica
+97,6.332892630684408,2.8810304287408104,4.372009439804133,1.280167038606335,Iris-versicolor
+98,5.0614839702601895,2.4384371731794756,3.2339357778266313,1.0885204292764508,Iris-versicolor
+99,6.419086191036627,2.695645530991304,5.34531658189267,1.9061518577558372,Iris-virginica
+100,5.793524919385004,2.8214304916494153,5.116171320355912,2.403865611542561,Iris-virginica
+101,6.145651166007763,2.6075535528517726,5.622301514387011,1.4030673590381038,Iris-virginica
+102,5.516841573411285,4.199998288361682,1.4008675843452554,0.20905206047677016,Iris-setosa
+103,7.3401727459791495,2.887099054691141,6.328766075034569,1.8039886094387438,Iris-virginica
+104,6.913399755050418,3.09547758304554,5.120315676314917,2.2965304019556703,Iris-virginica
+105,6.863797757665077,3.1056834625710517,5.097736469644011,2.3027939944161897,Iris-virginica
+106,5.396222317920754,3.0,4.513670734163867,1.5221116111770883,Iris-versicolor
+107,7.899998895028821,3.805511836526242,6.384181717631213,2.022053349970217,Iris-virginica
+108,5.509972521456187,2.9526010517940406,4.336710632926239,1.3868789284548102,Iris-versicolor
+109,4.910659535229974,2.388383956303639,3.3258072895683477,1.0698484987501236,Iris-versicolor
+110,5.71232277492972,2.4806559775699535,5.00094825113849,1.9901690177148452,Iris-virginica
+111,4.576621906937306,3.4030068195016074,1.3964263833159893,0.2984037523281734,Iris-setosa
+112,6.681273336573841,3.3044549393434606,5.694270705605867,2.1052131685453053,Iris-virginica
+113,5.393635480652161,3.0,4.496095663556022,1.501498563037875,Iris-versicolor
+114,6.12150644802065,3.0663679984002052,4.635100756969008,1.4667883311035141,Iris-versicolor
+115,5.4225451080053535,3.450349416372035,1.7271712384763067,0.4096617020458421,Iris-setosa
+116,5.800780071564147,2.7312888296361524,5.1044594871382385,1.8628362594025434,Iris-virginica
+117,6.043684876284924,3.0,4.514304873369723,1.4047649788368441,Iris-versicolor
+118,6.8880111922178395,3.2018832830966097,5.795770893528455,2.307899031172063,Iris-virginica
+119,6.857521462653131,3.208342718629336,5.766245933267714,2.2702189786736966,Iris-virginica

iris/tab_ddpm/5_2/17/test.csv

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

iris/tab_ddpm/5_2/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/17/val.csv

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

iris/tab_ddpm/5_2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7760774906267653,6.374219189790132,2.0083273413189033,Iris-virginica
+1,5.009529695667017,3.3059412825452914,1.4002435506220792,0.1982507424178387,Iris-setosa
+2,5.220808844336858,2.7062288830526438,4.013689258678106,1.382239366947709,Iris-versicolor
+3,6.401188343230449,3.209028361289576,4.77514490257774,1.552472429522437,Iris-versicolor
+4,5.019677110869622,2.473801704493876,3.062355970611785,1.0888788015428306,Iris-versicolor
+5,4.986899180587312,3.2815884468332794,1.384442493976996,0.20242376545887172,Iris-setosa
+6,5.644236259304195,3.8153407843764184,1.6321067324914684,0.29764492780543983,Iris-setosa
+7,5.028773469411317,3.326622342916542,1.420736847190589,0.20252906013930794,Iris-setosa
+8,5.0043868100223525,3.208419187272248,1.2000002298737835,0.1984829333793742,Iris-setosa
+9,6.5340230154368495,3.1873711142631946,5.109646085121721,1.9998802320118472,Iris-virginica
+10,7.026122432477296,3.2013388141667907,5.7848098588732,2.301346834691231,Iris-virginica
+11,5.3812975949829305,3.396152000857137,1.705205470924277,0.2062035064317884,Iris-setosa
+12,7.899998508110849,3.781499577507664,6.368018522108125,1.9954794715467101,Iris-virginica
+13,5.571526588589013,3.0,4.101054575111503,1.3108841645907465,Iris-versicolor
+14,5.540049118707405,2.3985446779564,3.772805090774799,1.0967079549562224,Iris-versicolor
+15,6.501418556211812,3.0,5.805367915723808,2.2081501620104707,Iris-virginica
+16,7.305081429674108,2.9116064956019674,6.3243334833963845,1.7920092915760464,Iris-virginica
+17,6.286497639264096,2.5059607365840395,4.844702358578743,1.4925133541073077,Iris-versicolor
+18,6.829338724326009,3.192814495820493,5.740763462158354,2.2884692678868244,Iris-virginica
+19,7.106454574605301,3.0,5.771562891834162,2.227563284607653,Iris-virginica
+20,5.712307243824585,2.4847190383209368,4.987556712412893,1.9979256590133863,Iris-virginica
+21,6.71509849996019,3.3032045144121054,5.6949662804729,2.4999995466661145,Iris-virginica
+22,6.705895294641232,3.290804484446772,5.665128396052992,2.499999472687513,Iris-virginica
+23,5.420258733537353,3.8924137095958673,1.6952555303918673,0.38462812911564503,Iris-setosa
+24,4.905147377629534,3.0,1.4012921094037722,0.19742244107137386,Iris-setosa
+25,6.406822016653721,2.911650856711185,4.306925151206408,1.3048272622561843,Iris-versicolor
+26,5.239211603717303,3.3518913465731206,1.49937796318426,0.4503563943948461,Iris-setosa
+27,5.232398056940561,3.5941620947882855,1.5616258466339445,0.1994027331886788,Iris-setosa
+28,6.50811933294391,3.0,5.790111838865585,2.2024200628114583,Iris-virginica
+29,6.875462258935701,2.6630430291564706,6.02997610254077,1.806976394931299,Iris-virginica
+30,6.926406857983005,3.201908375221956,5.467348911652679,2.29973206368879,Iris-virginica
+31,6.674045347646974,3.303645604178653,5.75780778841998,2.5,Iris-virginica
+32,5.920066103287164,3.1874999058196107,4.796613858978725,1.7973163604976357,Iris-versicolor
+33,6.303117552062327,2.5079309733608723,4.926841659000282,1.5332881647267775,Iris-versicolor
+34,5.829019833859947,3.0,4.1890278641977625,1.4541295241058958,Iris-versicolor
+35,5.479053188728283,2.5632374477878845,4.395924936670333,1.1653194439714882,Iris-versicolor
+36,6.668931441645174,3.278421600838148,5.551774636939296,2.1178645404872927,Iris-virginica
+37,6.330673012376098,3.0,4.734807188177495,1.4672437279782096,Iris-versicolor
+38,4.997941156900485,3.4001198767614125,1.6438684402297428,0.41861178101731694,Iris-setosa
+39,5.334758357359469,2.9915811766372977,4.4032035035875925,1.4629896508306164,Iris-versicolor
+40,5.0897267834197315,3.393739843071205,1.6342655909906256,0.21348448859589061,Iris-setosa
+41,6.188289840874937,2.972210031033953,5.4155100942709975,1.8044765791921387,Iris-virginica
+42,6.615364015538997,3.0,5.690082356433381,2.154096839465392,Iris-virginica
+43,4.824925971065855,3.2630187715426975,1.4025361695895897,0.19651919616232788,Iris-setosa
+44,6.484693760712949,3.0,5.466347778590151,1.8018730402556427,Iris-virginica
+45,5.165493857519219,3.7729876074377993,1.5199549183030083,0.36787410695849065,Iris-setosa
+46,5.625179632617194,2.7392443609950363,4.453867318888939,1.2294563019626181,Iris-versicolor
+47,4.8255137895751625,3.0,1.401102391267192,0.24333282141566345,Iris-setosa
+48,4.616485271166385,3.2021062731145595,1.4029981755931535,0.20089460443718601,Iris-setosa
+49,6.292249359928675,3.2930988676866795,4.6944023305841265,1.6017009887296303,Iris-versicolor
+50,5.741985525969933,2.5167599142400747,5.017835483798929,1.9866220335588214,Iris-virginica
+51,4.966248902510534,3.178014011141636,1.4095961293831178,0.20090662462437753,Iris-setosa
+52,5.272234455597276,3.8190989781845794,1.777623473293615,0.4104066636713124,Iris-setosa
+53,5.00241458116614,3.1894293441158967,1.2,0.2058905228748288,Iris-setosa
+54,6.149340879969068,2.2000002895333033,4.487037915463698,1.5157568722093469,Iris-versicolor
+55,5.557908099282859,2.8716665527014342,3.5173796218593187,1.2957468057474844,Iris-versicolor
+56,6.827950869200902,2.8019832187492444,4.788381507676958,1.4076957044714553,Iris-versicolor
+57,5.618636181429754,2.895405586276813,3.6003078030175284,1.3178766760140854,Iris-versicolor
+58,4.996017059130101,3.220561956237844,1.2,0.19857010837197583,Iris-setosa
+59,5.18060670647658,3.8500298308716574,1.7004547252444677,0.37315367751625217,Iris-setosa
+60,6.815362834368782,2.8554788637231745,4.86388924996382,1.4439132571104383,Iris-versicolor
+61,6.0843539955654595,2.8530793129880045,4.6601488860998845,1.2608739624669953,Iris-versicolor
+62,5.468632414082474,3.4096718974018145,1.7578097915703088,0.19952253343892018,Iris-setosa
+63,7.709743971683669,2.6115232693830985,6.899998724196802,2.2966061722140996,Iris-virginica
+64,4.902155995495651,3.0,1.401091757632453,0.20416064920540022,Iris-setosa
+65,4.809624138711276,3.0,1.4029720802470367,0.10000010934719933,Iris-setosa
+66,4.4,2.90063573841905,1.4013763656818943,0.2041217615199448,Iris-setosa
+67,6.402372535318696,2.8937597847917873,4.336935583192333,1.324781767467272,Iris-versicolor
+68,6.863337500158133,3.1647832670408067,5.852623158801896,2.3036369854669285,Iris-virginica
+69,5.233246127126512,3.831898259467623,1.5425498989864235,0.4131608085604615,Iris-setosa
+70,6.420981697028656,2.7025045340456364,5.32377782047403,1.8974642991839008,Iris-virginica
+71,6.69684070365945,3.0,5.000692369525811,1.713305832761544,Iris-versicolor
+72,6.6659964282921775,2.504942863885185,5.825495658938288,1.7862298235708716,Iris-virginica
+73,6.421162921334675,2.910619430528262,4.349414396796181,1.319455708715086,Iris-versicolor
+74,5.749393383064916,2.622877108378866,5.055280378497514,1.9503575224461023,Iris-virginica
+75,5.991653253078358,2.2000002959411544,5.0096653415886605,1.496931662271344,Iris-virginica
+76,6.8969745166763685,3.193541997491321,5.69505452964121,2.301681408382761,Iris-virginica
+77,7.308337237096525,2.904202564607953,6.290714640504891,1.8102615129498312,Iris-virginica
+78,5.096632692406256,3.4407553685339938,1.3925218621328406,0.2987873208205315,Iris-setosa
+79,5.968581023784051,3.0,4.88371229420397,1.7923766802607284,Iris-virginica
+80,6.303684987274421,2.301432387131675,4.42522199864077,1.276310137379009,Iris-versicolor
+81,4.400000752473229,2.8993463960275676,1.372846609760793,0.1976336904251646,Iris-setosa
+82,5.976243652518181,3.0,4.788620298738843,1.8026444322214363,Iris-virginica
+83,5.8070949871997,2.6955339573085677,5.12505416145183,1.9994557546607115,Iris-virginica
+84,5.251621804071151,2.5432883146610323,3.840321546101568,1.1817284885692407,Iris-versicolor
+85,5.038453484756692,2.495194259400628,3.1694325978786835,1.090766966191721,Iris-versicolor
+86,5.124264339353969,3.5481609997986867,1.3890076945253311,0.2922781904685862,Iris-setosa
+87,5.904238161566073,3.0,5.055031446519179,1.809381611336421,Iris-virginica
+88,6.53824602603596,3.178541736972883,5.133359217668103,1.9960137033757774,Iris-virginica
+89,4.877563628413942,3.093992791390969,1.5258089722283295,0.1,Iris-setosa
+90,5.505682542117164,2.570752231950714,4.27647808809141,1.1973536218519987,Iris-versicolor
+91,5.810184485423682,2.823159823483164,4.555971708135468,1.3572107150644355,Iris-versicolor
+92,5.144208641510136,3.3941382627610177,1.575761014922623,0.19575750733085887,Iris-setosa
+93,4.400001825269969,2.9093500471915155,1.386824818147725,0.19172530964798196,Iris-setosa
+94,5.0933591079931935,3.482738818998866,1.4069106097260142,0.298775568394413,Iris-setosa
+95,5.122871915475463,2.5010065045695242,3.059938461778656,1.0926670156377547,Iris-versicolor
+96,5.909093757692264,2.7828052989559717,4.617399675311216,1.1854436299262334,Iris-versicolor
+97,4.845258889980074,3.0,1.4238273313654666,0.1000000983240974,Iris-setosa
+98,5.615221515764267,2.992426506710408,3.7722554650683895,1.2889407641369581,Iris-versicolor
+99,4.751468578885969,3.0,1.3855816648750492,0.1,Iris-setosa
+100,4.88662323951857,3.125925960170585,1.4929878911300043,0.10000010666203163,Iris-setosa
+101,6.003439772858534,2.20000029762662,4.958454111818521,1.4866188289549107,Iris-virginica
+102,5.7545051533599265,2.7799802218092164,5.091279834278516,2.389294748793293,Iris-virginica
+103,6.660362936122296,3.295723165203145,5.694142447200169,2.5,Iris-virginica
+104,6.2787822940613705,2.9054332397985054,5.575706451329248,1.7981304942381025,Iris-virginica
+105,5.546554157633546,2.6556810890726594,4.413903236435885,1.2162366158407043,Iris-versicolor
+106,5.581065539909935,2.933519249017848,3.672858887504803,1.295443998918147,Iris-versicolor
+107,6.301056772182794,2.7218856858329454,4.958833239712335,1.8147632801961313,Iris-virginica
+108,5.623258585821458,3.7996112309386456,1.7723611371723007,0.345654636272221,Iris-setosa
+109,6.93753444964182,3.1892833185465688,5.816811410361378,2.313150563541098,Iris-virginica
+110,4.4,2.9162883624685385,1.3914952366757567,0.20246237691869196,Iris-setosa
+111,5.780902506970061,2.665145116335754,5.094023317713415,1.9023813954951316,Iris-virginica
+112,4.883727773522297,3.043247644923154,1.4822074015497964,0.1,Iris-setosa
+113,5.985924038517958,3.0,4.792390123353744,1.8032106722319856,Iris-virginica
+114,6.6853954045903405,2.485920436582714,5.752505967031629,1.7922990837454496,Iris-virginica
+115,6.313531873175933,2.8941170955474864,5.595307387784291,1.8035520283891497,Iris-virginica
+116,5.609572465916874,2.663396135179152,4.421909143801314,1.2381511889560806,Iris-versicolor
+117,4.595231923008327,3.3920722626365936,1.4046061406813422,0.33419053642349444,Iris-setosa
+118,5.82951840221907,2.703572160315975,5.1213533620476825,1.8846004628258641,Iris-virginica
+119,5.043920749377968,3.3443766891931426,1.449307091543411,0.1972542210258056,Iris-setosa

iris/tab_ddpm/5_2/18/test.csv

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

iris/tab_ddpm/5_2/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/18/val.csv

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

iris/tab_ddpm/5_2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.042243758651346,3.0,4.858887457639174,1.798325646934522,Iris-virginica
+1,5.107200055622852,3.532303981277534,1.3892177439867557,0.3452490426485032,Iris-setosa
+2,6.715471235167657,2.4784224245959323,5.804182336760704,1.7942706533846113,Iris-virginica
+3,5.893243808692144,3.0,5.101607266960037,1.7955628411450737,Iris-virginica
+4,6.280610337689833,3.4087023402816445,5.586687296553956,2.401432848796641,Iris-virginica
+5,6.443851063163172,3.0,5.539121835196914,1.806641089909448,Iris-virginica
+6,4.998640234719841,3.2916466384169785,1.4069047596058513,0.20267149869261916,Iris-setosa
+7,6.464445791094087,3.0,5.49755447392288,1.8014078868587742,Iris-virginica
+8,7.19518762564596,2.9978372666341566,6.152122234715581,1.9830767496926205,Iris-virginica
+9,6.424954313336516,2.6913963270081793,5.378462356119968,1.9015169841317754,Iris-virginica
+10,4.9040365675067275,3.1027779822389903,1.6595328386654316,0.10000009859844877,Iris-setosa
+11,6.301199948035378,3.287337120662307,4.6802421274425585,1.6103323837111219,Iris-versicolor
+12,4.9015219936277115,3.070034060358246,1.4790612880029548,0.10000011370288177,Iris-setosa
+13,6.031639666287927,2.68776251585977,5.101237350226622,1.5860802366675963,Iris-versicolor
+14,7.723732632199694,2.594151132748182,6.9,2.3223152435220116,Iris-virginica
+15,5.466476376182695,3.6534392937703286,1.4968374215426041,0.3573736241364436,Iris-setosa
+16,6.079870991692134,3.0,4.609877293889005,1.404321980369079,Iris-versicolor
+17,5.659503876914669,2.5207292246561677,5.010848824392372,2.003851561545032,Iris-virginica
+18,6.398603508519293,2.8931593006304563,4.339468016913523,1.3013841521392764,Iris-versicolor
+19,6.71749573138731,3.2884679227997617,5.683756507351431,2.4999994863892656,Iris-virginica
+20,5.761875585291946,2.6691369532099967,5.090847538114246,1.9095791858390454,Iris-virginica
+21,6.105358553026746,2.593104371148374,5.619743954571454,1.4023341185752671,Iris-virginica
+22,5.524101591274386,4.199999003284411,1.4065843955845856,0.20127544108695097,Iris-setosa
+23,4.913774104631273,3.0,1.3990688801885298,0.19639763754793088,Iris-setosa
+24,7.693911644327893,2.6072449150953205,6.9,2.282778902557449,Iris-virginica
+25,6.018403572079863,2.2000003543536124,4.963641181859073,1.5219730564427218,Iris-virginica
+26,7.697198946010161,2.6047822572122126,6.89999885062004,2.2967892521786206,Iris-virginica
+27,5.447616346385546,2.5808692089671514,4.27251377521226,1.1780045379210897,Iris-versicolor
+28,5.617749519875026,2.6832685478250387,4.203613410649542,1.2894658031884443,Iris-versicolor
+29,6.699040844156813,3.3129793957483047,5.713962901916197,2.5,Iris-virginica
+30,6.664740889963955,3.291331823371988,5.661248013392636,2.124537685574533,Iris-virginica
+31,7.669657460691475,2.605828917722686,6.899998781549632,2.285705866938549,Iris-virginica
+32,6.011472342059603,2.200000334591921,4.984186588325035,1.5054008051601764,Iris-virginica
+33,5.116230984202837,3.5005800027843836,1.4957058340762415,0.2006913535516217,Iris-setosa
+34,6.9332899823296925,3.189937192655562,5.6460596246189265,2.30521449711885,Iris-virginica
+35,5.083589551096964,2.4995752259914865,2.9361282599948666,1.088948117080441,Iris-versicolor
+36,6.7944226182580945,3.0,5.420370362964851,2.1731017477929786,Iris-virginica
+37,5.097018858942138,3.5095834979578187,1.4019720028791305,0.3159327016721702,Iris-setosa
+38,6.2578577513480855,2.959558419630488,5.488864087592919,1.8058383815089722,Iris-virginica
+39,5.507877504076523,4.199999069242396,1.399705685551125,0.19916537726014832,Iris-setosa
+40,5.507981799537912,2.648476835314442,4.4289979612105785,1.2690504900381412,Iris-versicolor
+41,6.288734911058319,3.39349692343044,5.621351437953054,2.398883621911923,Iris-virginica
+42,4.810604769725461,3.0,1.4019539036781639,0.10000010149976288,Iris-setosa
+43,5.61648654076839,3.0,4.332098647759794,1.4521449755340883,Iris-versicolor
+44,6.547379754525936,3.209640403712176,5.1316979109316065,2.0169887049312436,Iris-virginica
+45,5.259523210432846,3.409708713257414,1.6187925795515166,0.19810502723982854,Iris-setosa
+46,5.110909238784312,3.303529088215903,1.8186136181163493,0.4434628249229039,Iris-setosa
+47,5.4283194975363855,3.406510075607132,1.7255060976919552,0.19733358418895902,Iris-setosa
+48,4.607769730432816,3.3969788537519494,1.4049678462242607,0.3266198305286866,Iris-setosa
+49,5.654800410341522,2.7362883199730628,4.316002869745325,1.2772279388630687,Iris-versicolor
+50,6.8278945632029915,3.036523980006799,5.181062537201706,2.2845439720351965,Iris-virginica
+51,6.851983526605872,3.0,5.5544432569635624,2.0558129992765886,Iris-virginica
+52,5.3847066557811045,3.389847724471166,1.6266615429331204,0.4499947203368059,Iris-setosa
+53,5.441692319460777,3.0,4.411464345206146,1.4491167763232762,Iris-versicolor
+54,6.216500450506616,2.2,4.5482883031489765,1.492841216453698,Iris-versicolor
+55,6.713576691686975,2.5109100711224874,5.817588386288127,1.797884438153182,Iris-virginica
+56,4.496403964302353,2.3097625711642484,1.2971568878769384,0.30971427871877355,Iris-setosa
+57,6.031385289807827,2.8486938502689285,4.652314179396428,1.2949306976260522,Iris-versicolor
+58,5.529523286849471,2.6147677578962893,4.37709175722191,1.2294882662346807,Iris-versicolor
+59,4.9976581871274535,3.3703976554145374,1.728485339110948,0.38361097339943173,Iris-setosa
+60,6.400575429284318,2.8957638218545236,4.302595870535247,1.3022714960500315,Iris-versicolor
+61,7.9,3.8502031031930954,6.433551242516906,2.0360048838302958,Iris-virginica
+62,6.2955380810368,3.3019199269413653,4.721241606597311,1.6106192518495328,Iris-versicolor
+63,5.2035256852125995,3.409125747898608,1.495515875018162,0.37739850766147126,Iris-setosa
+64,7.131917744869183,3.0,5.945283015260732,2.0785250622299762,Iris-virginica
+65,7.723852408345876,2.5567278247846668,6.9,2.3120925135638055,Iris-virginica
+66,4.9690688726177665,2.4239757099161334,3.1542119769231727,1.018891413003267,Iris-versicolor
+67,5.086649998727316,3.449053937143894,1.4022985101954593,0.297643681826877,Iris-setosa
+68,5.917419068736754,3.0738282765622684,4.817290332672563,1.7887318930157645,Iris-versicolor
+69,5.968893077661761,2.9019322955905458,4.604697314627493,1.3960769953446848,Iris-versicolor
+70,6.9323303254872535,3.108493808453188,5.094281122080723,2.3001815856627066,Iris-virginica
+71,5.742872741949013,2.4957074922815456,5.009318072698625,2.002723555206819,Iris-virginica
+72,5.48501168887181,4.2,1.401089920257974,0.19806267197211067,Iris-setosa
+73,7.180619626357393,3.0,6.013884320357329,2.121540299524938,Iris-virginica
+74,6.721340328653154,2.498122522329341,5.752364900056704,1.7982313511819177,Iris-virginica
+75,4.905986942821026,2.4038862524387903,3.202403539071119,1.0120174004358409,Iris-versicolor
+76,5.8840763269583425,3.0,4.2899281944541405,1.4784117354165915,Iris-versicolor
+77,7.290566368891529,2.884136946323986,6.260700074138235,1.7952537670794502,Iris-virginica
+78,5.415630066564158,3.0,4.402912158704479,1.446139210967439,Iris-versicolor
+79,5.594539667789314,2.813737113316818,3.8371695551063336,1.2960293615666978,Iris-versicolor
+80,5.81146606953154,2.7990537760261827,5.0957465783180895,2.400038872285643,Iris-virginica
+81,6.089537938203355,3.0,4.595834843722129,1.410693117444783,Iris-versicolor
+82,4.903703976405329,3.0971564682482287,1.6247093726797635,0.10000010358257506,Iris-setosa
+83,5.029988446129954,2.4683973133349335,2.8536209249785154,1.0767447287512288,Iris-versicolor
+84,5.786142501928261,2.822685262356841,4.52565226173041,1.31589950996963,Iris-versicolor
+85,5.012420555829502,3.1963471784362416,1.2000002485087038,0.19981265079845023,Iris-setosa
+86,5.277794147046354,3.7306887793040757,1.555494210539807,0.20206874810851505,Iris-setosa
+87,5.808652027790852,2.8146435720479115,5.106276232221466,2.4052611563950053,Iris-virginica
+88,5.951096779279482,3.0,4.3299008124408545,1.5151485801651976,Iris-versicolor
+89,5.611596904917225,2.4841119479410927,3.9019087209859133,1.1002297522791602,Iris-versicolor
+90,6.719039399213247,3.302558576514673,5.733553989488397,2.5,Iris-virginica
+91,5.04790842365262,3.6266088230131523,1.4985121785645052,0.41340540333393583,Iris-setosa
+92,5.430224775614945,3.0,4.498641151240872,1.4786388604842793,Iris-versicolor
+93,5.593560910397185,2.661098082105254,4.277827133406741,1.2656397371172263,Iris-versicolor
+94,6.313159146534141,3.4087650694729947,5.576593787528177,2.4065996096256455,Iris-virginica
+95,6.290449811461527,3.286593516221513,4.676406482453004,1.582262322254961,Iris-versicolor
+96,6.636754250056643,3.3098909566455643,5.722259731100798,2.499999545702243,Iris-virginica
+97,4.884559361134841,3.0,1.400564248312971,0.20235415496819156,Iris-setosa
+98,5.532193154529555,2.425514583336703,3.7492541528880063,1.0964136569353553,Iris-versicolor
+99,4.8820407216598465,3.089348758294785,1.558207381927064,0.1,Iris-setosa
+100,5.104468965169349,3.544192683225089,1.400095263578367,0.298361940807664,Iris-setosa
+101,5.7753491411642415,2.8152939414020937,4.505663842718597,1.427716510403435,Iris-versicolor
+102,5.208313339033247,3.7716448959074835,1.6832062404428967,0.20097921439395178,Iris-setosa
+103,6.1033477264839275,2.615140074883626,5.593352096806119,1.3866430549226112,Iris-virginica
+104,5.571133459197528,4.2,1.4002792064877194,0.20657239032222188,Iris-setosa
+105,5.8640352007622125,3.0,3.96409316084712,1.4803029053288201,Iris-versicolor
+106,5.251141873868678,3.8514845652219702,1.6373266746383897,0.4002702669033757,Iris-setosa
+107,6.973127352572185,3.155888410014958,5.931585747763368,2.239024961756242,Iris-virginica
+108,6.426678738966768,2.9951063883559237,5.578486713759054,1.7992942798538334,Iris-virginica
+109,5.52841177726824,2.4848065918442868,3.782557222133293,1.082570260171966,Iris-versicolor
+110,4.917744014382229,3.1047752191838702,1.4966294093553838,0.10000010601740006,Iris-setosa
+111,5.088796659842842,3.398973630570776,1.4973217579242841,0.20074084936005254,Iris-setosa
+112,7.7098335771777915,2.603048322293006,6.9,2.303186243638913,Iris-virginica
+113,6.315556527490244,2.296731049681223,4.377437932716238,1.2953729436948032,Iris-versicolor
+114,5.127775326590644,3.799356092312764,1.5717017375399223,0.20156025098641753,Iris-setosa
+115,7.9,3.791538368693262,6.411953347309283,2.005495143512964,Iris-virginica
+116,6.485561731770228,3.0,5.791132812499184,2.202592002758904,Iris-virginica
+117,6.692871522770224,2.4926670620220537,5.819089540022205,1.7949109477486092,Iris-virginica
+118,4.609535683980729,3.186009486959532,1.3985880114127158,0.19976373710514223,Iris-setosa
+119,4.801279973439285,3.0,1.399456739051284,0.2979478728641051,Iris-setosa

iris/tab_ddpm/5_2/19/test.csv

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

iris/tab_ddpm/5_2/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/5_2/19/val.csv

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

iris/tab_ddpm/5_2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.006214843792997,2.2000003448294065,4.979943180898958,1.5229160111921276,Iris-virginica
+1,5.003417022410679,3.2161409197923025,1.2000002135844359,0.20351881711854355,Iris-setosa
+2,6.54781337902399,3.0,5.521791623585299,1.8032975408608891,Iris-virginica
+3,6.88784469003736,2.7938772510659455,4.813494576117145,1.3919318248249732,Iris-versicolor
+4,6.297380454421416,3.3968849295007986,5.635625305080387,2.389868181319456,Iris-virginica
+5,6.17968386865943,3.043109630593344,4.616502238436849,1.4327060514205967,Iris-versicolor
+6,4.91608297246651,3.0,1.4011636944134873,0.19662801294757612,Iris-setosa
+7,5.0932059718312965,3.376900803473215,1.4884159190212278,0.19840415022918106,Iris-setosa
+8,6.709013380265547,3.288626783822426,5.678596734334685,2.4999995142991356,Iris-virginica
+9,5.8202866661659955,2.8753262784400966,4.536867190959625,1.387594351570968,Iris-versicolor
+10,5.550008211782886,4.199998681097748,1.4070728105630639,0.20505286494352717,Iris-setosa
+11,6.532822299554426,3.0,5.525195410453125,1.7962934032998892,Iris-virginica
+12,5.904485197207729,3.0,4.091715544501788,1.49920090502324,Iris-versicolor
+13,5.921210633974155,3.0,5.088749058643654,1.8004953517147089,Iris-virginica
+14,5.787572138833958,2.793557063715032,5.075191756584697,1.8897117187059247,Iris-virginica
+15,5.62677091189329,2.714153220797809,4.27864827432167,1.3079430879977207,Iris-versicolor
+16,6.093149706579622,2.589755059342636,5.615514750202578,1.4110493381637572,Iris-virginica
+17,4.908451709395726,3.1003951650308164,1.529911051075323,0.1,Iris-setosa
+18,7.721231533714474,2.606252093208642,6.9,2.306311504664915,Iris-virginica
+19,5.038809035435118,3.3679050193844167,1.6939372786614388,0.4476290149516595,Iris-setosa
+20,7.742502154770516,2.6022147191509566,6.9,2.311437525912336,Iris-virginica
+21,5.9304431845672125,2.7292605785195714,5.100047817953598,1.8603288528177275,Iris-virginica
+22,6.024871519809625,2.2,4.992164043971691,1.5464689672660232,Iris-virginica
+23,6.266627093666789,3.346514831294841,5.5551813488297705,2.4034433684642638,Iris-virginica
+24,5.520361075192998,2.652903395359791,4.114285977549214,1.2552717737700716,Iris-versicolor
+25,5.171288215891819,3.8371238553955136,1.6788556133431765,0.3504495976167199,Iris-setosa
+26,7.30879446810848,2.8965073218067006,6.2786581525504275,1.810523673763995,Iris-virginica
+27,5.10080473621346,3.3975178932279526,1.6617532225536993,0.20117856898103498,Iris-setosa
+28,5.05881375191151,3.5371260463082788,1.5650388372583,0.2772311903837861,Iris-setosa
+29,5.411604369649157,3.0,4.493781388471008,1.4865717755909187,Iris-versicolor
+30,4.400000673743939,2.9241522407315292,1.3941956106711715,0.18781845973523914,Iris-setosa
+31,4.581015434843008,3.3358302575363172,1.391307515832996,0.2714039143715025,Iris-setosa
+32,5.569216253280433,2.421549816672296,3.8901279799772506,1.0923816646725621,Iris-versicolor
+33,4.900967979256802,2.417426511241084,3.2990804472433504,1.0694638014566291,Iris-versicolor
+34,7.706622537683409,2.5843054360310322,6.9,2.2986376614117163,Iris-virginica
+35,5.628785553505436,2.926472050740999,3.6427799208757468,1.3210451073366318,Iris-versicolor
+36,4.916083451933905,2.4063780402929513,3.299823505390121,1.0181695638572348,Iris-versicolor
+37,7.899999007411291,3.788717678730161,6.399524126271587,2.0245633244959813,Iris-virginica
+38,6.1239723131946535,3.0,4.615867110496109,1.3852034583380892,Iris-versicolor
+39,5.420098859332065,3.425885632224478,1.4963746305871193,0.36323458234242956,Iris-setosa
+40,5.600114852437505,2.9013772323297027,3.740512798517563,1.318725619894912,Iris-versicolor
+41,5.105106320632558,3.53795613256594,1.406278008349635,0.29380331396988935,Iris-setosa
+42,7.137872372520484,3.0,5.971057734334994,2.0012624978355245,Iris-virginica
+43,6.097543945174459,3.0,4.608072183049924,1.3863785094320948,Iris-versicolor
+44,5.585600421301164,2.8654878482200603,3.541740952456161,1.3099655550723126,Iris-versicolor
+45,4.9589101133288205,2.43004136434039,3.311690633552623,1.0928072125527701,Iris-versicolor
+46,5.9999816991106725,2.674692023224941,5.112446677584123,1.59362406948561,Iris-versicolor
+47,5.947022323344709,3.215295463347861,4.799937095557552,1.8124079718792314,Iris-versicolor
+48,6.859578905079441,3.108443985133834,5.122621719769928,2.2913214302559517,Iris-virginica
+49,4.789530057686364,3.0,1.4002485035745693,0.2994612297655302,Iris-setosa
+50,5.663491947147851,2.74561646708457,4.190052789712095,1.3316871633038525,Iris-versicolor
+51,5.651676994887808,3.7939399274319165,1.6014286654646979,0.28968863000526923,Iris-setosa
+52,5.014015919684746,3.464754187933111,1.5333656589831863,0.4066304435249389,Iris-setosa
+53,5.850705752723233,2.838733992036036,4.559050277267943,1.3773422571102782,Iris-versicolor
+54,5.138641038898344,3.3183637981069087,1.6530156804696972,0.42233886304624463,Iris-setosa
+55,6.5412894495531235,3.0,5.83008310107338,2.214118128004209,Iris-virginica
+56,5.434233638565879,3.3987612068623236,1.7117058053249954,0.1979438890142974,Iris-setosa
+57,5.503197497646337,2.6090816379667485,4.418429642866119,1.223104625932175,Iris-versicolor
+58,5.1667927431802525,2.684338036294405,3.81522129883836,1.3892141244593892,Iris-versicolor
+59,6.871436062747471,3.2088291912963687,5.849845708755175,2.310635228070295,Iris-virginica
+60,6.790154496379706,3.18980917402894,5.886623470052966,2.2930486258270237,Iris-virginica
+61,5.927244839962258,3.0,4.256639972641939,1.5092654301338402,Iris-versicolor
+62,5.995773827079936,3.1898091151041643,4.761110784211245,1.7751574705001556,Iris-versicolor
+63,6.007913762614958,2.7121467579676044,5.098084735194624,1.6023427848540894,Iris-versicolor
+64,5.40284197308986,3.481275620065541,1.7035825905031827,0.20717734503300528,Iris-setosa
+65,4.4,2.9199117831798236,1.4057833562125022,0.20266013016543863,Iris-setosa
+66,5.450651364650896,3.0,4.537106430002482,1.5320162055241153,Iris-versicolor
+67,5.601173000901577,2.7443524084857103,4.393424520294499,1.340088126515773,Iris-versicolor
+68,5.898019589198165,3.1976820512907818,4.821213559027906,1.7872303168368786,Iris-versicolor
+69,6.873855392573558,3.204042918826245,5.695536825500344,2.3138995799194424,Iris-virginica
+70,5.119104229973365,3.3051756028053676,1.6915132177017866,0.46144667394130345,Iris-setosa
+71,6.290197043370973,3.2920243368675433,4.677066752763784,1.6176872031583827,Iris-versicolor
+72,5.724187296837,2.4958884404639727,5.000900512638308,2.002340436812811,Iris-virginica
+73,5.543282461456028,2.7846123468903907,3.648660788947611,1.3134441541246495,Iris-versicolor
+74,7.708709293613777,2.6070015301022855,6.899998412426381,2.309766086359695,Iris-virginica
+75,5.779726241696138,2.6878113503609953,5.1051021123670255,1.8996617675080185,Iris-virginica
+76,5.0734831951039325,2.5002892788122373,3.06386038881263,1.0923005472306029,Iris-versicolor
+77,6.028375910689722,3.0,4.7751087653373645,1.8024790957747507,Iris-virginica
+78,4.50060497692008,2.301696507783742,1.295289182942923,0.29279103803144124,Iris-setosa
+79,5.7764718397749855,2.632406238162199,5.06010742475417,1.925161109789441,Iris-virginica
+80,4.882325290615051,2.4035221165776224,3.243885044000083,0.9967226858622626,Iris-versicolor
+81,6.668692559492581,3.0,5.004025685633809,1.6936831665647942,Iris-versicolor
+82,4.80179819205622,3.0,1.3967841732947617,0.2998170884562825,Iris-setosa
+83,5.545299060458502,2.4106040140587726,3.8146279711679116,1.1185803082157204,Iris-versicolor
+84,4.615007670381941,3.394768877730666,1.3928557525502812,0.3247312530179986,Iris-setosa
+85,5.890379421856892,3.0,5.0949318427520325,1.8019374405193875,Iris-virginica
+86,5.384827185819606,3.0,4.492931016992352,1.506042930324869,Iris-versicolor
+87,5.225519100220991,2.71119154254413,4.014555797213771,1.4156143447017753,Iris-versicolor
+88,6.839979567484735,2.7927325181310074,4.787225657914685,1.4031889266763848,Iris-versicolor
+89,6.699965851753685,3.293680707942598,5.653672115677509,2.0953385677676213,Iris-virginica
+90,5.4751180822884375,2.612595639202482,3.856065192192156,1.2129289903393004,Iris-versicolor
+91,4.906090477063542,2.3945843344969484,3.4086199759739775,1.0170063367620397,Iris-versicolor
+92,5.007900084897967,3.2991161463101926,1.3897848633421863,0.20277576247341023,Iris-setosa
+93,5.973428093701013,2.6948588517630268,5.097119162181797,1.5665032120410767,Iris-versicolor
+94,6.8372554927974845,2.8158513267115586,4.7673488491549625,1.391825130117099,Iris-versicolor
+95,6.0142544411367345,2.6940062364680726,5.0883684643310945,1.5932402108288382,Iris-versicolor
+96,5.971357459575363,2.9406505800352574,4.461973226087081,1.5174283536005109,Iris-versicolor
+97,6.088275802231885,2.6059245276949974,5.627281280595387,1.3930710614224282,Iris-virginica
+98,5.004589066249784,3.2027509631185467,1.2000001858986997,0.18457085315154725,Iris-setosa
+99,5.225084793050017,2.473685555730707,3.2729465518081526,1.1052267345866014,Iris-versicolor
+100,5.666552179365387,2.788005306991629,4.393671938259225,1.3082994237704502,Iris-versicolor
+101,5.248426820443022,2.513153702620466,3.528039836772267,1.1266242367830777,Iris-versicolor
+102,5.374615104923441,3.0,4.505728942511141,1.498645210117079,Iris-versicolor
+103,6.815898407207953,2.8535100104808215,4.847427477283338,1.4361561480457317,Iris-versicolor
+104,6.064777199181114,2.8027812217171406,4.681308223839928,1.2062954624247042,Iris-versicolor
+105,5.772033699109435,2.825824609980727,5.10369709880882,2.4023881104553912,Iris-virginica
+106,4.400000564549502,2.926889370760428,1.4012939347120408,0.19456101509208462,Iris-setosa
+107,5.100001376133221,3.7376493518707288,1.4979664495223188,0.39310167615713254,Iris-setosa
+108,5.598004501230446,2.6579855334425058,4.032084713192379,1.3042450134735526,Iris-versicolor
+109,5.400021459035748,3.399027409904068,1.4988445982943548,0.4363052936735962,Iris-setosa
+110,5.667425167578379,3.8174594838087192,1.6887047980029732,0.31472101226154775,Iris-setosa
+111,7.724684166000965,2.6021587787377625,6.9,2.308267838440601,Iris-virginica
+112,6.028554010024851,2.9352302503442265,4.489390043303,1.4973942362622124,Iris-versicolor
+113,4.610496541775997,3.2033385167287443,1.4041283859361011,0.20470817864729984,Iris-setosa
+114,4.497330418738181,2.2951327235574226,1.302455758534769,0.34010238866945885,Iris-setosa
+115,4.4,2.879892480688467,1.399101899835764,0.2000677106034318,Iris-setosa
+116,4.985275758152736,3.2738867423428,1.3955033743745573,0.2026132702071231,Iris-setosa
+117,6.6902890444490986,2.5231889492940294,5.711364281958314,1.7961022595679506,Iris-virginica
+118,6.126861317761733,2.634032351721935,5.5807159412964245,1.48111396963018,Iris-virginica
+119,5.306617245127185,3.608427936623802,1.5037286041365845,0.1995838684591435,Iris-setosa

iris/tab_ddpm/5_2/2/test.csv

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