a

iris/tab_ddpm/3_0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.705262173794371,2.638125390430051,6.89999844774495,2.2670352460133576,Iris-virginica
+1,6.182023069474192,2.6893626401871455,4.932711707600621,1.6939652777994967,Iris-virginica
+2,6.415333458225593,2.7926020778128797,4.531463091460991,1.4801587208021003,Iris-versicolor
+3,5.821524180317173,2.704408277624118,5.096941843459312,1.9105646484337455,Iris-virginica
+4,5.471495574301097,3.0,4.516454681540029,1.485263614925203,Iris-versicolor
+5,6.031892525355716,2.384999357818124,5.067747683353299,1.4712174657915371,Iris-virginica
+6,4.997734716432463,3.609157061211973,1.3824969904475557,0.20171867795534054,Iris-setosa
+7,5.980068212402727,2.2258786608706056,3.968115141365475,1.009813717997277,Iris-versicolor
+8,6.6860124528522835,2.8388736389354094,4.698192392815984,1.4891369578151594,Iris-versicolor
+9,5.067497475829374,3.4103127574928043,1.392974710851807,0.19669629484404832,Iris-setosa
+10,5.368716286852667,3.0,4.497738492574525,1.5193553987281065,Iris-versicolor
+11,5.167527379033749,3.7941022868397685,1.5735956382068066,0.20179673024682918,Iris-setosa
+12,5.636415216456372,2.5002886817116567,4.145413269969536,1.2850861610448154,Iris-versicolor
+13,5.228323621466804,2.5689042540623213,3.7444763111072312,1.3051190916328244,Iris-versicolor
+14,5.5554005531631665,2.3824257333243777,3.6923485405846606,0.9742474380960573,Iris-versicolor
+15,6.592339017890731,3.0,4.445247132595998,1.410474237790869,Iris-versicolor
+16,5.480426400514707,2.528587724798043,4.01582447983296,1.32663363905575,Iris-versicolor
+17,5.518710786220984,4.2,1.425409510807993,0.19678468247011766,Iris-setosa
+18,5.605802191333179,2.4577334958802526,3.9029527524954903,1.100830289166124,Iris-versicolor
+19,7.606352983395489,3.0,6.587856183846843,2.0913390422647202,Iris-virginica
+20,4.709179551922484,3.092881592267675,1.384025009975743,0.21814648146766674,Iris-setosa
+21,5.800507597694628,2.696407579906016,5.0970898317714655,1.8889822929035798,Iris-virginica
+22,4.523380611395286,3.2335055693177237,1.3490579138600878,0.1979785849488629,Iris-setosa
+23,5.018822474807234,2.0000035957071303,3.6016567799081516,1.009542735110018,Iris-versicolor
+24,4.910498676303694,3.044629500179851,1.4934601005727248,0.1,Iris-setosa
+25,6.031239637237418,3.3856698198958397,4.55623960929883,1.595116401961547,Iris-versicolor
+26,5.839054639172512,3.175407769492225,4.732844059805675,1.6909990751467119,Iris-versicolor
+27,6.532702563272467,3.1755373920914463,5.290860092577765,2.2654066851047263,Iris-virginica
+28,6.22461283100974,3.3972509580707873,5.495852945628943,2.3950374962805987,Iris-virginica
+29,5.126418663185689,3.2896015136564096,1.7298827397953849,0.4968323183059741,Iris-setosa
+30,6.673291830836983,2.5229413577661877,5.775827448493547,1.822389051212961,Iris-virginica
+31,6.031302387734652,2.792677164477944,4.640215644266796,1.2383152994921804,Iris-versicolor
+32,4.773850211882041,3.0,1.3799070702449001,0.3948668686367641,Iris-setosa
+33,5.112212491777193,3.3056524015707778,1.7515723454756575,0.36511066707936585,Iris-setosa
+34,5.037483119079139,2.0,3.6379450035160694,0.7956578577671757,Iris-versicolor
+35,7.899998042299034,3.771818700616047,6.357913681907182,1.9624854933889637,Iris-virginica
+36,6.820080345638209,2.8023800970122172,4.789772788107194,1.3996373959824553,Iris-versicolor
+37,5.041069686897489,2.0,3.6771217189581726,1.0222075463819067,Iris-versicolor
+38,6.50215922975328,3.2059762964808893,5.0710931854794925,2.0027881644385954,Iris-virginica
+39,5.986210907759693,3.338943989327585,4.60562058845608,1.6558271404307245,Iris-versicolor
+40,4.300000619648169,3.0,1.097984303538517,0.10000011304447004,Iris-setosa
+41,5.028509659472794,3.3487440302702325,1.592527374317053,0.406618594799985,Iris-setosa
+42,6.879516193457402,3.06638487087915,5.1101527312469,2.284811948997158,Iris-virginica
+43,6.031364873325237,3.401423534079306,4.47853513534231,1.5908919045675116,Iris-versicolor
+44,6.388456484196062,3.261631427562638,4.724364915315125,1.58790111563512,Iris-versicolor
+45,5.724502369077978,2.779249031990176,4.478133659106564,1.253434666839449,Iris-versicolor
+46,6.216325743234342,2.7638236751265506,4.845849763356026,1.7856234497351224,Iris-virginica
+47,4.767736663598121,3.0,1.3782820761761982,0.31282725260644023,Iris-setosa
+48,6.253847295028607,2.7565892294537444,4.830363303778308,1.8024671193159543,Iris-virginica
+49,6.21396214160398,3.400106576469323,5.387442612383669,2.2770115066174195,Iris-virginica
+50,7.677463158434098,2.5695691920433723,6.9,2.27979449482917,Iris-virginica
+51,4.992924699550968,3.3862037079886296,1.6180720829328257,0.4058360556278522,Iris-setosa
+52,5.022861831047309,3.3871935085248115,1.623950176279963,0.3458156227788006,Iris-setosa
+53,6.279479286541162,3.389027139196358,5.547369673297213,2.384061174970018,Iris-virginica
+54,7.600792102173605,3.0,6.594458785257808,2.088814029700845,Iris-virginica
+55,5.480678628119726,3.0,4.519825679624172,1.4783126428881568,Iris-versicolor
+56,4.948411295169928,2.0,3.40788339791305,0.9247278307590993,Iris-versicolor
+57,6.885749306652765,3.202174248621048,5.77891746692655,2.2809499430128697,Iris-virginica
+58,5.045848346453073,3.5599095012502886,1.4011772056790435,0.20272562275066658,Iris-setosa
+59,5.67273850903189,2.96313773751509,4.522878833381938,1.437897481016182,Iris-versicolor
+60,5.2433155056718,2.5190921945543527,3.6151182393529453,1.2574199748727026,Iris-versicolor
+61,4.8103938649661835,3.4050305680550124,1.7938626754061604,0.20089157902657467,Iris-setosa
+62,5.07714010329229,3.3463814522761086,1.6581873115433479,0.42267540982364143,Iris-setosa
+63,6.282466948538009,3.400864999101904,5.534142389395298,2.381386412785193,Iris-virginica
+64,5.953867797559243,2.8465951600498456,4.462952098131494,1.4459085602300175,Iris-versicolor
+65,4.546097395453844,3.145788286235793,1.4284678074582786,0.1982472094608737,Iris-setosa
+66,5.513315643280219,2.4129146984151397,3.7384236545959926,1.003989817147933,Iris-versicolor
+67,6.251415370301956,3.3978364738334452,5.466526991978657,2.3474473360207164,Iris-virginica
+68,4.972137074740227,3.0,1.5792108214647576,0.2103435742958539,Iris-setosa
+69,6.292449242634858,2.480124911316654,5.002956088798676,1.8955399506632498,Iris-virginica
+70,6.298281962451356,3.3957749579464807,5.636317811037625,2.3961666285037433,Iris-virginica
+71,6.786421510821782,3.207584497430284,5.785569168459217,2.2886779222690823,Iris-virginica
+72,4.950986611889336,2.000000533490037,3.617551923306781,1.0738889386630348,Iris-versicolor
+73,6.125479348721736,2.590665887764381,5.53782977168544,1.3913616963305953,Iris-virginica
+74,4.5863470407813525,3.5531485986196207,1.0000005509214687,0.19905769419824798,Iris-setosa
+75,5.034468071771277,3.354619768086436,1.5912675065123465,0.4472704925318082,Iris-setosa
+76,5.102564844923072,3.529339213280175,1.3900538430869345,0.2000333071346538,Iris-setosa
+77,4.385939155571229,2.87061551153577,1.3843883685248217,0.1980548618081831,Iris-setosa
+78,5.578595286511787,2.3377250088007373,3.807500176925243,0.8907501747679342,Iris-versicolor
+79,4.30000055576277,3.0,1.1007981369430344,0.10000010933964087,Iris-setosa
+80,4.39686946640651,2.860269300314998,1.4165424021262194,0.2015807455949474,Iris-setosa
+81,5.980260326778422,3.4030159084623555,4.516902019784662,1.6143779301053616,Iris-versicolor
+82,4.986055803069647,2.0,3.6188858564512483,1.0160702322782178,Iris-versicolor
+83,5.163786969099519,3.441650907338346,1.4183323064590725,0.2108506861933504,Iris-setosa
+84,5.98656300564122,3.179480110625498,4.79523406472789,1.7524904400736914,Iris-versicolor
+85,5.6074602475366975,3.0,4.403534436675413,1.3966409366997539,Iris-versicolor
+86,5.094613279344082,2.4780679439276105,2.9912738127944363,1.1114084934051984,Iris-versicolor
+87,6.647450032041943,2.9027845090424336,4.8060030048883515,1.5538161101755417,Iris-versicolor
+88,6.711312552485645,3.0994698148933812,4.739587040628949,1.5119568525486475,Iris-versicolor
+89,5.184141720349638,3.61270780161397,1.5470543710099895,0.20723006590975043,Iris-setosa
+90,6.228349266867009,3.314319905147237,4.659052376433619,1.5881710236969984,Iris-versicolor
+91,6.200597220862273,3.3861243101155374,5.443377819997286,2.3147977972702587,Iris-virginica
+92,7.681792755911824,3.0,6.087756782611811,2.2891560935570596,Iris-virginica
+93,5.028490008244025,3.182430453597457,1.6354264463355253,0.2656610550922294,Iris-setosa
+94,6.532837902299649,3.021285975320138,5.794914538942268,2.2134565001626654,Iris-virginica
+95,4.62785957461201,3.1784983040087575,1.4434031404476968,0.19959936253719746,Iris-setosa
+96,4.836013415670478,3.0,1.4444876990528708,0.1,Iris-setosa
+97,4.300000499290148,3.0,1.101732859147082,0.1,Iris-setosa
+98,6.819359202729634,3.155294326176113,5.427667252982765,2.2989014981516362,Iris-virginica
+99,6.127575978015974,2.8768342460831753,4.572097089452925,1.4710819104642745,Iris-versicolor
+100,5.535277630139336,3.6468250282153667,1.5237528336291253,0.392005305455584,Iris-setosa
+101,5.857658165856117,2.67359420612966,5.107824176653002,1.8599774371028082,Iris-virginica
+102,6.397964702400166,3.211531778927318,5.295462923523147,2.3078276002949067,Iris-virginica
+103,5.063663398236838,2.5101580911123205,2.894480786470324,1.1375343882089564,Iris-versicolor
+104,6.6045649181275445,3.0,4.421993723080638,1.413334260526385,Iris-versicolor
+105,6.704485201304451,2.454583681242811,5.803997837810541,1.793431392155814,Iris-virginica
+106,5.92922281394881,3.2139409874061773,4.780211796432477,1.7636746034523987,Iris-versicolor
+107,7.69920223575906,3.0,6.0743507871536035,2.2872276548606565,Iris-virginica
+108,7.1272031486460214,3.163974866219462,6.0293941042224715,1.7686208261765808,Iris-virginica
+109,4.635945259210442,3.1341035166484197,1.4650920696850476,0.20195367844193257,Iris-setosa
+110,6.235203851312061,2.698345405137593,4.8726507047539735,1.7836621237916783,Iris-virginica
+111,6.111305884546911,2.8273406990717698,4.732268764362655,1.2218580746378032,Iris-versicolor
+112,6.438717422377405,3.234951946841195,4.770005188816406,1.5943036538795214,Iris-versicolor
+113,4.920671023613713,3.130584335057413,1.5298934467407284,0.1,Iris-setosa
+114,6.696318517903345,3.089313376590307,4.718663750617501,1.4964646756587265,Iris-versicolor
+115,4.8073907090434345,3.391710783684813,1.8437961033493218,0.19666567986632377,Iris-setosa
+116,5.367505957249215,2.9662997030643505,4.358442240516379,1.4715405667857178,Iris-versicolor
+117,6.704646974232485,3.0,4.94672305706566,1.6678268085030419,Iris-versicolor
+118,6.404526208773159,2.99918584282328,5.788542309866554,2.136393430707849,Iris-virginica
+119,5.024163603662184,3.6199693494686946,1.3547622874432248,0.20502535555187937,Iris-setosa

iris/tab_ddpm/3_0/0/test.csv

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

iris/tab_ddpm/3_0/0/train.csv

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

iris/tab_ddpm/3_0/0/val.csv

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

iris/tab_ddpm/3_0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.0656765690213135,3.446879553521023,1.41193112506513,0.20219506585940253,Iris-setosa
+1,4.3000010912306275,3.0,1.1126032084625113,0.10000015784491334,Iris-setosa
+2,4.3,3.0,1.1076199018279527,0.10000013097020452,Iris-setosa
+3,5.499069859448371,4.199998856660472,1.40179955212371,0.1995280771494895,Iris-setosa
+4,5.720500171766957,2.8262463530592252,4.1601211067673045,1.207661570113431,Iris-versicolor
+5,4.802187922338973,3.0,1.3748031851152565,0.3383264088178902,Iris-setosa
+6,5.4160432690289415,2.6683490965717014,4.090769465455961,1.4117871403402846,Iris-versicolor
+7,6.458843341282204,3.0,5.763792316427284,2.189046070864458,Iris-virginica
+8,6.054745247700586,3.3953858942225135,4.5234985564152135,1.5980254990529261,Iris-versicolor
+9,5.036665946073988,2.5083354007395595,2.7864093909382612,1.0674334041575817,Iris-versicolor
+10,6.639666565547132,3.0710920048164043,4.6823672877974225,1.4587306437041145,Iris-versicolor
+11,5.611764267163347,2.957211212368078,3.7273044280053482,1.2754925228026177,Iris-versicolor
+12,7.23088317968619,3.1730640307416738,6.013696687226231,1.8177550072141635,Iris-virginica
+13,6.675365441986165,3.0,4.990849668570605,1.7158654081364713,Iris-versicolor
+14,4.3965971209900365,2.8992158538255186,1.3824175614001675,0.19947342185724054,Iris-setosa
+15,5.131724734404044,3.287372737592522,1.6665819495694227,0.3377499665310375,Iris-setosa
+16,5.015813590966379,2.0000004834570237,3.241957463830527,1.009307468971822,Iris-versicolor
+17,5.052538479911315,3.0,1.7020834476472064,0.20440003663479292,Iris-setosa
+18,6.043432718268893,2.892946477625237,4.662138043678104,1.3986169521187408,Iris-versicolor
+19,6.451947205366301,3.217761253228079,5.196278704849288,2.0541706520850167,Iris-virginica
+20,7.6149136732394895,3.0,6.1469508743015036,2.2455225364424765,Iris-virginica
+21,6.328366001539264,3.285637646698272,5.981112466925748,2.5,Iris-virginica
+22,7.701914662115164,2.587154226307464,6.899998493853182,2.3137893936633214,Iris-virginica
+23,7.24830521754775,3.1827157357892415,6.049374110668247,1.8037660002396338,Iris-virginica
+24,6.728950522043999,3.159327125096303,5.761379004642979,2.276120259527745,Iris-virginica
+25,4.616840659176317,3.114675796615559,1.5097520040360946,0.19963666501671523,Iris-setosa
+26,5.079880394069862,3.518901514316802,1.4037565041694209,0.20685484841783738,Iris-setosa
+27,7.042092135697318,3.1852890554350033,5.915936523287647,2.287803795888783,Iris-virginica
+28,7.899998850390949,3.837349697011956,6.456634406625389,1.9784745570379298,Iris-virginica
+29,5.885653690568502,3.1959259028633724,4.81560907637745,1.8353698732518346,Iris-versicolor
+30,6.123678083356559,2.833515501418066,4.709146805984457,1.2278717591979569,Iris-versicolor
+31,5.798357402246066,2.784166268217704,4.281175235687965,1.1201473719783273,Iris-versicolor
+32,6.663070530362809,2.507753882281688,5.66560591117509,1.7956589309809186,Iris-virginica
+33,7.48793762338933,3.0391978189625286,6.473832293289774,1.9692512616018114,Iris-virginica
+34,6.28436356470658,3.390367283002596,5.520578268221303,2.34426005094748,Iris-virginica
+35,5.415092741432015,3.8594616025979205,1.3253704042929049,0.36333977587157895,Iris-setosa
+36,6.262898156599673,2.626836413601134,4.873628466245337,1.8000968705212848,Iris-virginica
+37,6.69635447542888,3.0836608608506135,4.736921356708172,1.5692877348485255,Iris-versicolor
+38,6.095813586229799,3.3049697823036337,4.532155106789749,1.5522568351956743,Iris-versicolor
+39,4.564401432468407,3.63512690158549,1.0,0.19441027371536618,Iris-setosa
+40,5.168609125967517,3.4116293961789315,1.3753665070571341,0.1948750037822002,Iris-setosa
+41,4.778221921985432,3.0,1.4036794402821011,0.10000011951823808,Iris-setosa
+42,6.050482413097667,2.9034766130266023,4.624002308693245,1.427416218045069,Iris-versicolor
+43,6.717583256407404,2.774067626481456,4.7557723613935625,1.4277499544094359,Iris-versicolor
+44,5.714757965337284,2.903030439720036,4.027420069917612,1.183359119009337,Iris-versicolor
+45,5.708682187080441,3.797389427643222,1.8744026957255355,0.30601083297176523,Iris-setosa
+46,6.321788539770247,3.3944799717696608,5.554821539660021,2.3808664078929653,Iris-virginica
+47,6.209365900056082,2.174026586446028,4.467806226863296,1.492112847128604,Iris-versicolor
+48,4.987329700696939,2.0000007790472427,3.4960546317813725,0.9807135553035868,Iris-versicolor
+49,4.7984470084204425,3.3969959903156846,1.5877819728772489,0.1994956634574335,Iris-setosa
+50,5.871683666022079,3.191986815459454,4.805482840982087,1.8038541555876726,Iris-versicolor
+51,4.989229617824737,3.0,1.5913470006337176,0.19925191604271303,Iris-setosa
+52,5.695465763774166,2.8245318915526267,4.296309874317613,1.3215517972806199,Iris-versicolor
+53,6.10447179583157,2.6000193872009945,5.579242649835543,1.4261532424190198,Iris-virginica
+54,5.770536392424768,2.758411712595927,5.095070677604967,2.3712363850890017,Iris-virginica
+55,4.829233319805871,3.4039897808828012,1.599289833946757,0.207802492623497,Iris-setosa
+56,6.776647738723766,3.201864381795923,5.791173222985433,2.286471221045314,Iris-virginica
+57,5.669888756632775,2.968239361461163,4.171488394242898,1.2514476607621816,Iris-versicolor
+58,5.805059202008115,2.715220618718446,5.085624072632845,1.9436135003482227,Iris-virginica
+59,5.015098014006074,3.0,1.6128682586867917,0.20574212299081174,Iris-setosa
+60,4.97915857587664,2.0000008629684527,3.2992367699685925,0.9187556545203011,Iris-versicolor
+61,6.803746690665144,3.0924014083246414,5.086615200689637,2.2958709158877735,Iris-virginica
+62,4.3,3.0,1.1094729459878505,0.1,Iris-setosa
+63,4.8271537645777896,3.3936025249814255,2.028984228966931,0.21568112578733142,Iris-setosa
+64,4.3,3.0,1.1050102684898266,0.1,Iris-setosa
+65,5.469001008892166,3.0,4.526536201134407,1.5031431912862865,Iris-versicolor
+66,5.31084110762406,2.454350800027714,3.5971994748502087,1.0692411045515833,Iris-versicolor
+67,5.073189486959222,2.4830721745032767,2.9820408118103874,1.1048259963311817,Iris-versicolor
+68,5.346419363206969,2.4493926304372264,3.5414164373931123,1.0154739861131614,Iris-versicolor
+69,4.3,3.0,1.1069268493365452,0.10000009007032823,Iris-setosa
+70,5.003790073973325,3.0,1.7825237869923118,0.20115693300122542,Iris-setosa
+71,4.998445087711261,2.0000005775912704,3.586521497412614,1.0215833907728435,Iris-versicolor
+72,4.830266491785066,3.0,1.4066719613882714,0.2935369507526634,Iris-setosa
+73,5.5174824848884,3.0,4.517848215835081,1.5038264807688713,Iris-versicolor
+74,5.579888897858627,2.4088468180697715,3.7825064579687386,0.9634870756216647,Iris-versicolor
+75,5.604899941868728,2.913895917229082,3.711282669563194,1.3075676279888029,Iris-versicolor
+76,5.246282348826141,2.7333363940150393,3.95807638433455,1.4250816276992775,Iris-versicolor
+77,4.549909885578549,3.110161739142172,1.4839078084791426,0.20019073101746293,Iris-setosa
+78,5.091882282295441,2.487163973311584,2.9053814300927376,1.0721529491050064,Iris-versicolor
+79,6.505016995295896,3.186077897685937,5.150683714018013,2.0359365453056966,Iris-virginica
+80,4.827789595945715,3.0,1.4486548242721584,0.10000015703889872,Iris-setosa
+81,5.087518076231868,3.4300415551223162,1.3902275674966085,0.201377604742757,Iris-setosa
+82,6.087684667745487,2.6006869653017333,5.547371951070499,1.3998203772381377,Iris-virginica
+83,6.000206169368972,3.3963031292090156,4.480385715493067,1.5702543586318627,Iris-versicolor
+84,6.771528760036108,3.1009639644877236,5.122511495500232,2.2944089429201737,Iris-virginica
+85,7.899998333118979,3.8191340569771053,6.318125936313583,1.9614077932086273,Iris-virginica
+86,7.899998557639443,3.818266803879828,6.350751215540452,1.9863528744866459,Iris-virginica
+87,7.696891347298249,2.790934495187616,6.713364591927002,1.9947763042019004,Iris-virginica
+88,7.702846688124027,2.6129410635067822,6.9,2.276481979010789,Iris-virginica
+89,4.404469425034437,3.0,1.3706223484053366,0.19918804482303218,Iris-setosa
+90,5.991417377765629,2.1805337932928204,5.003295455571529,1.50410891024763,Iris-virginica
+91,6.20225151469415,3.33472072948626,4.652741615544284,1.601299914118013,Iris-versicolor
+92,6.6806234889796094,2.8033445361124962,4.733876155996259,1.4420637615636906,Iris-versicolor
+93,5.902766783438347,2.8153040230034057,4.514661656127379,1.2735057203799371,Iris-versicolor
+94,7.657859393658596,2.8513060110378388,6.667885667173632,2.0093543706575305,Iris-virginica
+95,5.47162094967546,3.0,4.504669336923862,1.5009719628402265,Iris-versicolor
+96,5.170467833734821,3.4100144163569377,1.3938315361687676,0.19770852275918865,Iris-setosa
+97,6.30932550411097,3.026389871992557,5.311067225863964,2.2967754554292,Iris-virginica
+98,6.62114896402089,3.190914239032871,5.324780435670591,2.165185618716479,Iris-virginica
+99,7.659689294127931,2.7839399754524004,6.671321976386526,1.9866387145184579,Iris-virginica
+100,7.73183445336186,2.606413732589944,6.9,2.286301252572205,Iris-virginica
+101,6.002305943630078,3.403413862356154,4.5337420470981,1.5901759963207935,Iris-versicolor
+102,5.503678490847704,3.0,4.496142777987961,1.4840814202787636,Iris-versicolor
+103,6.18386412064577,2.8354078944744927,4.766657951129927,1.7873693026340098,Iris-virginica
+104,7.02494415143161,3.0854868580415293,5.194579061638723,2.3014855749071237,Iris-virginica
+105,6.0129657834808015,3.3984437899065254,4.49782353308783,1.5838135378250087,Iris-versicolor
+106,5.6641816805666085,2.9072077891875403,4.259589076086101,1.3045030158089432,Iris-versicolor
+107,5.645263149296884,2.999193638557219,3.8903750968192172,1.3054444447599567,Iris-versicolor
+108,7.2182886327492355,3.2037427714599116,5.974627207728185,1.8312844828509287,Iris-virginica
+109,5.761565560126389,2.735102498174609,4.233195028660265,1.0580244541589434,Iris-versicolor
+110,5.953136573070635,2.195593171429432,5.010185111320577,1.4942895699758554,Iris-virginica
+111,6.316925087328795,3.395940350928568,5.578835529157443,2.3949632390666498,Iris-virginica
+112,6.253109558319213,2.4553069829438376,4.990113377033112,1.8604503204218483,Iris-virginica
+113,4.3,3.0,1.0831311647411674,0.1,Iris-setosa
+114,4.417877048875711,3.071237219722915,1.3125912791605852,0.20050927430608562,Iris-setosa
+115,4.875654535617921,3.091847478930166,1.5040435420978737,0.1,Iris-setosa
+116,6.832633977021651,3.1142881958799884,5.141516861646336,2.271822500521899,Iris-virginica
+117,6.791302039985032,2.803788569506207,4.776300359290241,1.3775103829534967,Iris-versicolor
+118,5.6782231397910214,3.767612257859192,1.570312975595111,0.3523156157233258,Iris-setosa
+119,6.383300442206941,3.2721566815529393,4.700329576751915,1.573929889396665,Iris-versicolor

iris/tab_ddpm/3_0/1/test.csv

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

iris/tab_ddpm/3_0/1/train.csv

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

iris/tab_ddpm/3_0/1/val.csv

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

iris/tab_ddpm/3_0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.475822072102801,2.5384860739297967,3.938257468335756,1.33198192771853,Iris-versicolor
+1,6.033610125089323,2.8892953885859636,4.71090291797833,1.3831902579483626,Iris-versicolor
+2,6.156269451040439,2.7109698127398367,4.914712786774606,1.848942156800347,Iris-virginica
+3,6.004049936601569,3.4021591896093346,4.482995838703705,1.5969423537533483,Iris-versicolor
+4,6.307376974491116,3.3997180323219935,5.591843585298488,2.398302252992612,Iris-virginica
+5,5.733475874631665,2.934042440410677,4.220869934626779,1.2970593534706827,Iris-versicolor
+6,5.259195360864066,2.4840910610206177,3.302269776876879,0.9834852089098967,Iris-versicolor
+7,5.774337145191243,2.6401715913254504,4.029837142230774,1.003339486892143,Iris-versicolor
+8,6.632936944633488,2.889272548517943,4.675359693986188,1.509569617020102,Iris-versicolor
+9,7.631695564089581,2.5970379187021657,6.89999796614167,2.2713893229884716,Iris-virginica
+10,5.012375040729443,2.0,3.619796773185687,0.9318626379053692,Iris-versicolor
+11,5.946260083963526,3.202490543375832,4.789005822632433,1.8480683446465924,Iris-versicolor
+12,4.816439276408442,3.362024374338245,1.5926936678928527,0.20361218946910595,Iris-setosa
+13,6.754728742365468,2.5197164152761418,5.970571263710207,1.8178482641317844,Iris-virginica
+14,4.9703465861525205,3.5864293030202337,1.3824743351988316,0.20168214301487206,Iris-setosa
+15,5.518880650318501,2.4572367582686256,3.96546722141383,1.2490285520137476,Iris-versicolor
+16,4.811748603112683,3.397725885383217,1.8054970327706414,0.2020960171100604,Iris-setosa
+17,7.6848874969493455,3.0,6.257166132043829,2.262790599225923,Iris-virginica
+18,5.599915905412808,3.0,4.460569678928068,1.485960795987312,Iris-versicolor
+19,5.9665896582896325,3.4101144497722027,4.468530548448704,1.5905254353198697,Iris-versicolor
+20,4.870456515065774,3.3950314984679366,1.594896998723342,0.22832191004392835,Iris-setosa
+21,4.624780203403521,3.0965494886449045,1.5189682532881592,0.19865523159781456,Iris-setosa
+22,6.031479305431754,2.892219362664182,4.642499199683446,1.419569546381645,Iris-versicolor
+23,6.02295887198052,3.1682155576582502,4.840561860419974,1.7848157422041107,Iris-versicolor
+24,6.444239751974007,3.225960463089586,5.201049565548757,2.1682652079440357,Iris-virginica
+25,6.356576720765731,3.255813928975383,5.331104400694272,2.323992122630968,Iris-virginica
+26,4.802059406900877,3.0,1.3966242944289426,0.10000010658696468,Iris-setosa
+27,7.9,3.7577129865665704,6.343808035796287,1.9110699125850583,Iris-virginica
+28,5.330832542850725,3.401136754507118,1.4934832352257938,0.4860873273569636,Iris-setosa
+29,6.100386470582812,2.588028850079206,5.505738510253995,1.4159708804559268,Iris-virginica
+30,4.458132685147543,3.127940575659827,1.3644557815366014,0.20070875966561136,Iris-setosa
+31,6.7030737331399814,3.0,4.9050320833138565,1.6140279975706664,Iris-versicolor
+32,6.293538378562441,2.680388609993531,4.90344811527499,1.753158437620303,Iris-virginica
+33,7.711216378420314,3.0,6.137665571305455,2.2969876005789103,Iris-virginica
+34,5.031780836723967,3.6039615152559215,1.4046888019879282,0.20383841738047606,Iris-setosa
+35,6.285030111983226,3.4010651557275926,5.591933499305037,2.3934351952783293,Iris-virginica
+36,5.9888618161885185,3.402056484519734,4.519999885041242,1.6154301295738422,Iris-versicolor
+37,5.111934434373185,3.342271457150932,1.6867792466082892,0.49092112561578705,Iris-setosa
+38,5.2080084446159685,3.395155272490793,1.4070824297012385,0.20285623793565163,Iris-setosa
+39,5.537403733473493,2.5033890064382884,3.8965661274478673,1.1557166617491939,Iris-versicolor
+40,5.913308908315181,2.7900144393493735,4.581752868814436,1.2170609286063085,Iris-versicolor
+41,6.7411273693862634,3.190316074942071,5.706822007972868,2.2936809037258934,Iris-virginica
+42,6.708598995915396,3.0,4.98472873282798,1.7003489779250618,Iris-versicolor
+43,5.771539062348885,2.7924796889441756,5.0842147909073585,2.4097897215235795,Iris-virginica
+44,5.405627941418292,3.8847448277483956,1.3378142023317223,0.33569706949276923,Iris-setosa
+45,4.995163922053336,2.000000694899232,3.315566253902754,1.00482567176895,Iris-versicolor
+46,5.352463424942869,3.4239392385278564,1.5597837063063273,0.4635911711564997,Iris-setosa
+47,5.107605201465261,3.67845638550061,1.4395007695236584,0.20674004637008273,Iris-setosa
+48,5.820864523557919,2.657979108839035,4.090727259060989,0.9062672024260772,Iris-versicolor
+49,6.192372569288971,2.8127348035580373,4.774179461659651,1.7979728796773404,Iris-virginica
+50,6.006229096394826,2.1846350818297258,5.026867111163896,1.4885342007744156,Iris-virginica
+51,6.228963692547165,2.172530871042429,4.433699466171265,1.495500486096935,Iris-versicolor
+52,5.497098645096908,3.0,4.412117276006237,1.4469010209966193,Iris-versicolor
+53,6.130138594589061,2.199790672368842,4.286052438004375,1.2940402163567182,Iris-versicolor
+54,5.935803366295865,2.7995974888670014,4.632007305762154,1.2482767478730286,Iris-versicolor
+55,6.044563404007494,2.302062203130867,5.038129049792903,1.5310568105870104,Iris-virginica
+56,5.877222665115284,3.1860268353994377,4.782319408266563,1.7748399696038355,Iris-versicolor
+57,5.897569308140816,3.2049904894189964,4.794893145171006,1.7812333267862726,Iris-versicolor
+58,5.7964437781863225,2.6973468764756996,5.112983856761716,1.8920087276281559,Iris-virginica
+59,6.725284427008176,3.2034251473679376,5.434197185016641,2.2865103729560197,Iris-virginica
+60,4.974889543284025,2.0,3.396121743469441,0.9672608745318482,Iris-versicolor
+61,6.0557286565576804,2.224623291131123,5.052678374320144,1.5236999918302383,Iris-virginica
+62,6.246390136404804,3.301193138616065,6.038728428682715,2.5,Iris-virginica
+63,6.1982649745354825,2.8131267590940086,4.768635311080546,1.7995193723430103,Iris-virginica
+64,5.486543229826643,3.0,4.52582549802655,1.4997353995676186,Iris-versicolor
+65,5.118453192687004,2.5301547780774594,3.3787647739528186,1.245260139817582,Iris-versicolor
+66,4.300000974900621,3.0,1.1104069358388187,0.1,Iris-setosa
+67,6.190447222216233,2.214439957077534,4.5141325289331204,1.5043783445786048,Iris-versicolor
+68,5.853803389428364,2.8281069314556713,4.584153124646116,1.3240055786592717,Iris-versicolor
+69,7.006280151849046,3.1346175324505916,5.410562999420657,2.267266134943942,Iris-virginica
+70,6.710922802423896,2.4928941301201606,5.809227979546575,1.835001892639602,Iris-virginica
+71,6.644400139249594,3.0,4.491795564372906,1.424137718832948,Iris-versicolor
+72,6.587376114908763,3.0,5.97327798255633,2.2005831528423814,Iris-virginica
+73,5.6032695120465315,2.926301869694591,3.7862549572122055,1.2848095453402855,Iris-versicolor
+74,5.403645219676163,2.575898413358217,3.8193629749826012,1.2049177956400605,Iris-versicolor
+75,4.601109085889716,3.108378036333676,1.5156193102842648,0.20123921698630162,Iris-setosa
+76,5.1670987187345405,3.452758994388808,1.3951846260202916,0.20028156377609546,Iris-setosa
+77,4.3,3.0,1.1244588728265212,0.1,Iris-setosa
+78,6.700017626536881,2.8190601524663728,4.746724865736724,1.4510664493105878,Iris-versicolor
+79,4.300000484645414,3.0,1.0835195006798215,0.10000010654720583,Iris-setosa
+80,4.983463120870351,3.3851052131296564,1.6226077359208404,0.45803463625263574,Iris-setosa
+81,5.62374999589856,2.9535237052972825,3.684286673503768,1.2586756058907596,Iris-versicolor
+82,6.2502311200369745,2.89636785567765,4.7082649842157345,1.4270570610967954,Iris-versicolor
+83,4.418411756717971,3.1955185697432236,1.3190689604261618,0.20636061643936277,Iris-setosa
+84,4.6010536751956295,3.016262117313675,1.4668725527922213,0.20169164563969144,Iris-setosa
+85,5.017838467330173,3.622184768372437,1.3801119741723897,0.20013503835576504,Iris-setosa
+86,7.126468539643734,3.0599641703281564,5.1411083886617215,2.3125832074614694,Iris-virginica
+87,6.289028152545546,3.4070286340521854,5.628641369472728,2.4036242064036757,Iris-virginica
+88,6.207270470737563,2.8025636613884894,4.791511026604995,1.7819146546800588,Iris-virginica
+89,5.11652881690935,3.3541618867907217,1.5680146864135605,0.5085176381002456,Iris-setosa
+90,4.440964934569029,3.2236587193293413,1.3455574099128234,0.20349998515976614,Iris-setosa
+91,6.176060039041379,2.2008419564880803,4.5073609893850515,1.4934104642651647,Iris-versicolor
+92,5.009288765575075,2.0,3.5758677267933896,1.0907163956618884,Iris-versicolor
+93,5.2260306700292825,2.768600003880157,4.001343835779126,1.4478646827949901,Iris-versicolor
+94,6.282678896875087,3.2917788863967132,6.084705362635077,2.499999789671886,Iris-virginica
+95,7.633054126657689,3.0,6.626383405442812,2.107722923811529,Iris-virginica
+96,4.813351734210968,3.397023105456192,1.813559612362314,0.1997085277934952,Iris-setosa
+97,7.9,3.908730232082876,6.407643508946539,2.0329552735233998,Iris-virginica
+98,6.804149113225806,3.1994572930415464,5.7062276718948235,2.293760953719591,Iris-virginica
+99,5.54540686122784,2.462070567043182,3.7914152494307958,1.0651572804149747,Iris-versicolor
+100,5.418260612767246,3.8583794358373376,1.296017850360065,0.37072347538518696,Iris-setosa
+101,7.699197418538638,3.0,6.125006740875308,2.278199782218526,Iris-virginica
+102,5.962153728591625,3.424412187519268,4.426583788385033,1.5919781867652534,Iris-versicolor
+103,6.68424252634027,3.0,4.951344061726085,1.687378065380038,Iris-versicolor
+104,5.267162896812543,2.483732907057483,3.6566412184237365,1.1171365044651633,Iris-versicolor
+105,5.774913577350231,2.7899812514745443,5.179711099742141,2.398640325543139,Iris-virginica
+106,4.3000009000338615,3.0,1.10804561877908,0.1000001229346697,Iris-setosa
+107,7.7402178832431945,2.6032569072001714,6.9,2.3064873205142233,Iris-virginica
+108,4.564730691959893,3.647669630778822,1.0,0.19980017880834483,Iris-setosa
+109,5.799370284733139,2.633556625869737,4.100039807922251,1.0075027248304291,Iris-versicolor
+110,7.735582896667941,2.6203142051259545,6.9,2.294384637333326,Iris-virginica
+111,4.873924855194127,3.500310166770395,1.5098770433047388,0.1994871853405049,Iris-setosa
+112,4.83276133169128,3.409731054716264,1.6616603521333149,0.20330030601590277,Iris-setosa
+113,4.3,3.0,1.1107952301896904,0.1,Iris-setosa
+114,6.701973995939449,3.039108917147206,4.822523114126041,1.560193461209562,Iris-versicolor
+115,6.149881175880569,2.7698477408271325,4.878135179778596,1.8149536292177346,Iris-virginica
+116,6.121814359097942,2.7791949733934516,4.726752449351784,1.162289602816354,Iris-versicolor
+117,5.035460910395821,2.0000007369932398,3.5909173765533895,1.047339379155781,Iris-versicolor
+118,4.622459618755206,3.2140996759292357,1.4259666704672613,0.19809969089397061,Iris-setosa
+119,4.951969917230149,3.0,1.5567890645029459,0.2036335473365137,Iris-setosa

iris/tab_ddpm/3_0/10/test.csv

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

iris/tab_ddpm/3_0/10/train.csv

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

iris/tab_ddpm/3_0/10/val.csv

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

iris/tab_ddpm/3_0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.115452689577461,3.3074903725238327,1.6691339803077543,0.5281354104705078,Iris-setosa
+1,6.246246792224975,3.3949255943024164,5.533603611890191,2.3550143369585363,Iris-virginica
+2,6.289380893124129,3.2921291460018014,6.034587120404047,2.4999998132244854,Iris-virginica
+3,5.707001886699634,2.892343014865442,4.238429139672821,1.3150949804863805,Iris-versicolor
+4,5.120637000826979,2.480396077864523,3.0430385094631944,1.140919114097576,Iris-versicolor
+5,4.893120330315483,3.0887052179147028,1.504115300376774,0.10000012630055136,Iris-setosa
+6,4.795446081316294,3.0,1.425341158926611,0.1,Iris-setosa
+7,4.7686611090262625,3.0,1.3572770051666412,0.1,Iris-setosa
+8,5.782731039971183,2.6986673973486317,5.095217834034482,1.8853918557301603,Iris-virginica
+9,5.534275684130004,3.0,4.509219558285956,1.4759875139457972,Iris-versicolor
+10,7.102501333507456,3.1401328456992714,5.652320935002787,2.2929935357617555,Iris-virginica
+11,6.017480010972731,2.215591232934001,5.000680662352842,1.4892707114070383,Iris-virginica
+12,7.347103686632645,3.0,6.454643830995751,2.1190234660583194,Iris-virginica
+13,5.6586122830177565,2.772762376709797,4.4158577972372015,1.2805113283742702,Iris-versicolor
+14,4.621259221255464,3.61898360994581,1.0000003660197896,0.20846507748562884,Iris-setosa
+15,5.126856407200784,3.8512311967034205,1.8338373555438343,0.20053017406586332,Iris-setosa
+16,7.899998523457578,3.79719053765766,6.3855504134098355,1.9767103918614812,Iris-virginica
+17,4.835204158782965,3.0,1.434009934097838,0.1,Iris-setosa
+18,6.283107729708,3.2900634930842028,6.050313535035831,2.5,Iris-virginica
+19,5.8143293594941925,3.173088568306868,4.7447905595511415,1.7203595556756488,Iris-versicolor
+20,6.023121902632896,2.9245698906827116,4.476527090782345,1.4791622192858789,Iris-versicolor
+21,7.7004314818260395,2.615261208719921,6.8999984559905,2.3009285662469736,Iris-virginica
+22,6.282552137599602,3.292391652587881,5.941892181757909,2.4999997167487784,Iris-virginica
+23,7.1352834964605085,3.2149060928466606,6.024769253566614,1.830387440506285,Iris-virginica
+24,5.80032019804663,2.8140768048717812,5.118231871109089,2.4092135062525273,Iris-virginica
+25,6.589020340170736,3.0,5.902380749985284,2.233876706053729,Iris-virginica
+26,6.000401643711294,2.2387163354948374,4.111725230008666,1.0807987570457596,Iris-versicolor
+27,7.9,3.854788225735111,6.393878012359415,1.995052004108324,Iris-virginica
+28,4.8054355242934,3.0,1.4037088000049576,0.1,Iris-setosa
+29,6.711236437085314,3.01041087623989,4.709342901546901,1.4605999556184759,Iris-versicolor
+30,5.958092969655158,2.2230267103870673,4.007393781702923,0.9305795789729804,Iris-versicolor
+31,6.69386855574281,3.0,5.0160052876539725,1.706415883089135,Iris-versicolor
+32,5.392866994012964,3.928098487740445,1.2575620511543524,0.39715961405443073,Iris-setosa
+33,5.4945980805714045,3.5758945715417223,1.5009663091068177,0.2963984000014997,Iris-setosa
+34,5.049725514871446,3.3045214638643134,1.7191482993850378,0.5264462714988952,Iris-setosa
+35,6.474983497635491,3.15206970309727,5.067352899794737,2.07459345291462,Iris-virginica
+36,6.05565814896449,2.5933050022939645,5.582643548379691,1.3928892197138651,Iris-virginica
+37,6.019378011902436,2.7864355577194955,4.6320244840779425,1.1981929434903797,Iris-versicolor
+38,4.9900164927311375,3.648825283044253,1.4116183093539802,0.2058007549966765,Iris-setosa
+39,4.781008267392509,3.390482590479788,1.7149080895688382,0.20035814408634173,Iris-setosa
+40,5.161380584279842,2.714052764958931,3.932525688378586,1.4193523634721026,Iris-versicolor
+41,6.278570752951539,3.299380652557203,5.973296839905928,2.5,Iris-virginica
+42,5.60941172608147,2.50558762047856,3.926596283182662,1.0977898777431871,Iris-versicolor
+43,4.3,3.0,1.0982023098096043,0.1,Iris-setosa
+44,4.879813664689491,3.0569564228716106,1.4853645768422021,0.1,Iris-setosa
+45,5.515355823597263,2.3606095917944256,3.7035738028952476,0.8708875730087321,Iris-versicolor
+46,5.045579955355766,3.772428671811838,1.5612883760062854,0.2032110741400314,Iris-setosa
+47,4.883591497374565,3.1062074619390723,1.4948507452627293,0.1,Iris-setosa
+48,4.808261096429266,3.4080478041081648,1.7599462778026427,0.20096706839022693,Iris-setosa
+49,4.975048794823186,2.0,3.2888730660230725,0.870386480684417,Iris-versicolor
+50,6.016518405983599,3.393175108706496,4.5112061509852195,1.6016575787906158,Iris-versicolor
+51,5.651936013905863,2.890181491439476,4.000960614128241,1.3369505212315564,Iris-versicolor
+52,6.848961078884929,3.1048059120931666,5.087328038263067,2.2901433289442674,Iris-virginica
+53,6.0185008068047905,2.753993697703366,4.625297692178998,1.157173538897796,Iris-versicolor
+54,6.26450031205203,3.2970509923557905,6.0225439358854675,2.499999817380847,Iris-virginica
+55,6.668558529805287,2.501817898004249,5.778988162962558,1.8067283177905609,Iris-virginica
+56,6.073580470702485,3.385339617393646,4.566121643455082,1.6029300639213337,Iris-versicolor
+57,4.3,3.0,1.0919420204826467,0.1,Iris-setosa
+58,4.815336261399631,3.410533146764606,1.9595406780264224,0.19669889624188602,Iris-setosa
+59,6.320790774307041,2.858054912487208,5.609568855682803,2.0322793894233597,Iris-virginica
+60,6.296539822625975,3.30577506027192,4.6713035014646405,1.5938366456272106,Iris-versicolor
+61,6.192874785258573,2.211153346148485,4.485216447378241,1.485982419096552,Iris-versicolor
+62,6.997889885378826,3.0713707472392153,5.077885573597406,2.3026784289070172,Iris-virginica
+63,4.803287296706951,3.3934797157200114,1.728699908259869,0.19425633267512943,Iris-setosa
+64,7.548931331215421,3.0,6.093163543882088,2.2603364848415524,Iris-virginica
+65,6.375372957333199,2.5650704118739545,5.623213104181593,1.5744945481867831,Iris-virginica
+66,6.711282148643481,3.0,5.01497354002742,1.702537945320349,Iris-versicolor
+67,6.473893844588559,3.2083018970974133,5.092429968330835,2.027307258317302,Iris-virginica
+68,5.003682556626191,3.406131278373663,1.692492151931913,0.4182227878624262,Iris-setosa
+69,6.386849980237894,2.9754748941663767,5.784864839189478,2.095854473011808,Iris-virginica
+70,6.299814158045776,2.4855816534252684,4.98971198132706,1.8962816241426466,Iris-virginica
+71,6.29825975909103,2.5271326141127135,4.94778880233734,1.8201617936086527,Iris-virginica
+72,4.400810198951321,3.1780843612408307,1.2905070890215669,0.20378850352790184,Iris-setosa
+73,7.899998864865642,3.834009865301246,6.396083534687657,1.9816127446687408,Iris-virginica
+74,5.935903429043806,2.8214038253769385,4.642577899005158,1.2801103853325237,Iris-versicolor
+75,5.811864405757343,2.7866575195079157,5.076019109919413,2.4297884781495953,Iris-virginica
+76,5.388966288533383,3.8901303204415845,1.288669178725192,0.44763855504268146,Iris-setosa
+77,5.6832601121570905,2.913100163014494,3.9774892479009236,1.2600400749586338,Iris-versicolor
+78,6.665946451387297,3.0,4.993954535495356,1.7026147043124629,Iris-versicolor
+79,5.77121603704613,2.6998012506520284,5.083220114772073,1.8846565387688046,Iris-virginica
+80,5.105033045047092,3.251147941366111,1.692933963280588,0.43588837853793916,Iris-setosa
+81,6.672452089925708,3.0947037879988386,4.8064461483873036,1.5517181999925012,Iris-versicolor
+82,5.6005468136559164,2.756321295704452,4.290456034498833,1.3668713941576054,Iris-versicolor
+83,5.736715752903321,2.8006098962863324,4.447384340223724,1.2771988618532548,Iris-versicolor
+84,5.79601586479614,2.7049357898934554,5.107721468971636,1.9248149812987896,Iris-virginica
+85,4.553064952198541,3.2164018912721524,1.35697963614354,0.19498026950566327,Iris-setosa
+86,6.010690074123027,2.258416539380982,4.9999891803664385,1.501007745981015,Iris-virginica
+87,4.8320594773533,3.404666334680041,1.7791197667050493,0.20375693627469602,Iris-setosa
+88,6.111017143823856,2.445924173008419,4.969116612158663,1.6110461981236557,Iris-virginica
+89,5.899915515105399,3.2099002635250122,4.816944704611025,1.7631266634250504,Iris-versicolor
+90,5.520526267606846,4.2,1.406435785249064,0.20784831084849253,Iris-setosa
+91,5.686185005520458,2.857537131356514,4.500289159210389,1.3157719201826885,Iris-versicolor
+92,4.760778175455812,3.3986012877422245,1.943543160719071,0.20062906295909833,Iris-setosa
+93,5.497378593837785,4.199999281724663,1.406011704299866,0.19833885542135793,Iris-setosa
+94,4.5991060495011435,3.627606824720612,1.0,0.1966591621351475,Iris-setosa
+95,6.331619537643305,3.291100018264314,6.0701854521441465,2.499999659469423,Iris-virginica
+96,5.022725495450974,3.379589657316719,1.668239899351121,0.4957203002896694,Iris-setosa
+97,6.283602899156545,2.4582647123675097,4.9939145897882025,1.868035806263451,Iris-virginica
+98,5.132290529243278,3.300311336956965,1.5979282608065883,0.36968262849723105,Iris-setosa
+99,5.793153989365026,2.8122551636145974,5.213157348579274,2.408281862050512,Iris-virginica
+100,6.679510369420085,3.0,4.985131440685584,1.6694341229667131,Iris-versicolor
+101,5.607319280129672,2.8883562404618806,3.659863501288777,1.2678677962672427,Iris-versicolor
+102,5.098896509477924,2.6112172362047605,3.7647676506806405,1.3603039309844833,Iris-versicolor
+103,6.097458902903938,2.588091364100599,5.58341521701267,1.4099775319669592,Iris-virginica
+104,5.517113996753517,2.5493063162600986,3.851333191944215,1.207767262613764,Iris-versicolor
+105,4.769238144130402,3.0,1.404346691350189,0.27766837250706317,Iris-setosa
+106,5.72389432458353,3.0,4.240517933809805,1.2474163761837167,Iris-versicolor
+107,5.4995778593400395,3.0,4.427481230593807,1.4775848025657254,Iris-versicolor
+108,6.722302753223046,2.4951856544645663,5.866194193440562,1.8156353116152018,Iris-virginica
+109,5.0346477767474065,2.0,3.506574865681862,0.9801237665475786,Iris-versicolor
+110,5.804326577560999,2.7891808332520123,5.127018559686199,2.388250182448034,Iris-virginica
+111,6.642027308924887,3.0,4.50715598412146,1.4146880911282835,Iris-versicolor
+112,6.0261146440006925,2.9103504133641516,4.584807409495833,1.4370070064424343,Iris-versicolor
+113,7.9,3.7712124081851233,6.407624139310603,2.032347327108293,Iris-virginica
+114,4.582807440938274,3.663711935333455,1.0,0.20236126068855678,Iris-setosa
+115,7.607182673026533,3.0,6.614508663822825,2.122318769824097,Iris-virginica
+116,5.356657175352605,3.391737619751241,1.4984242041695752,0.44107347844285233,Iris-setosa
+117,6.7031866184479325,2.5023655786484262,5.827519612250277,1.7950331982586627,Iris-virginica
+118,6.2646341864321595,2.6024043214470978,4.945416139346801,1.8521520800890454,Iris-virginica
+119,7.9,3.848438039829654,6.370959846392632,2.031311089558481,Iris-virginica

iris/tab_ddpm/3_0/11/test.csv

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

iris/tab_ddpm/3_0/11/train.csv

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

iris/tab_ddpm/3_0/11/val.csv

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

iris/tab_ddpm/3_0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.450714611420072,3.1585675753585027,5.26854627730604,2.291791909604473,Iris-virginica
+1,6.6218551663051395,3.0,4.4290148511508916,1.3898985692978465,Iris-versicolor
+2,5.486279074930131,4.2,1.3883837480166616,0.1975051266400107,Iris-setosa
+3,5.097498719913927,3.2723528247084963,1.846672994462743,0.46986939883145207,Iris-setosa
+4,6.190452993109328,2.839237226302986,4.784605926141385,1.7970639990306474,Iris-virginica
+5,5.924619519263513,2.8514131331966315,4.603716466163045,1.3070855876818148,Iris-versicolor
+6,5.6745762646646405,3.0,4.547549906776126,1.5489945894268526,Iris-versicolor
+7,5.7896868757162405,2.6757820634597795,4.078891534970551,0.8824235085644082,Iris-versicolor
+8,6.338956692659265,3.2314732702063123,5.185490507740797,2.14572333776667,Iris-virginica
+9,4.3,3.0,1.0949329277789037,0.1,Iris-setosa
+10,4.799656731910495,3.397028122478547,1.726668808318753,0.20240585580658832,Iris-setosa
+11,5.372228787873692,3.8745806394520117,1.296124814138358,0.4236240021759189,Iris-setosa
+12,7.605795446354794,3.0,6.618549526651714,2.1361292738270503,Iris-virginica
+13,5.793508700538203,2.6459576397625186,4.102895782985195,1.0657549867417226,Iris-versicolor
+14,5.432167313579587,3.0,4.500602230659374,1.4907810966903892,Iris-versicolor
+15,5.825081810532557,2.7028627647064725,4.07416001790863,0.9235904608100215,Iris-versicolor
+16,6.055966645784854,3.192868463159907,4.851479305061695,1.7783284916599547,Iris-versicolor
+17,4.808217867877999,3.0,1.4008444277349712,0.3326964235877205,Iris-setosa
+18,5.066194354106723,3.7353018220252556,1.5988602896736765,0.19554802626307588,Iris-setosa
+19,4.590307613512339,3.6623676983172615,1.0,0.19565689290842264,Iris-setosa
+20,6.763433250519458,3.1857116741949905,5.822725167466642,2.291249684427551,Iris-virginica
+21,6.179038853921672,2.9016895083671885,4.686215296512924,1.445512977665276,Iris-versicolor
+22,6.196490227582015,2.323597791666543,5.009918984612661,1.7489632037422942,Iris-virginica
+23,4.8056897733942066,3.0,1.4015903656055149,0.1,Iris-setosa
+24,6.247189528041768,3.288354966326545,5.951454851240071,2.4999996977859658,Iris-virginica
+25,4.840935627706973,3.0,1.41695348473334,0.10000010436664564,Iris-setosa
+26,4.413699221667036,3.196272640065866,1.3079427544503495,0.20059950577399482,Iris-setosa
+27,6.598302580069833,3.0,4.439908762062714,1.401378500610823,Iris-versicolor
+28,5.400532852058888,3.875700699343326,1.322773197514828,0.3573025599163147,Iris-setosa
+29,5.798248467254262,2.782007810307602,4.28458698610518,1.164455948272627,Iris-versicolor
+30,5.823995034661311,2.834923681448908,5.082609788205471,2.403513044833825,Iris-virginica
+31,6.285985114461819,2.543392370959175,5.068048144065841,1.8668490607860952,Iris-virginica
+32,5.675203664995147,3.0,4.219634814837906,1.2513907709408723,Iris-versicolor
+33,4.815950369019142,3.0,1.3943918551719194,0.32984300489850255,Iris-setosa
+34,4.693201227821275,3.231076876215617,1.3984581091728887,0.20275882021384262,Iris-setosa
+35,4.300000588836804,3.0,1.1125101535148325,0.1,Iris-setosa
+36,6.319953515676533,3.303915126647387,5.2025285071596485,2.1100602585239345,Iris-virginica
+37,6.200170822224342,2.8706882135809915,4.464434539887245,1.4398810353077538,Iris-versicolor
+38,6.209228700642977,3.392059718107446,5.5038134689357,2.31064197178255,Iris-virginica
+39,5.181479955961491,3.4096498855563033,1.3934638477856482,0.20078940417560473,Iris-setosa
+40,6.187849633509798,2.861509001296677,4.555640322297912,1.5111486131582286,Iris-versicolor
+41,5.358778786079487,3.392504422413212,1.5293403157685286,0.44766793776595526,Iris-setosa
+42,5.695429092232031,3.0,4.224430873898085,1.2420415278205983,Iris-versicolor
+43,5.347458359075836,3.0,4.425326664779497,1.5029265505609295,Iris-versicolor
+44,6.50725591378779,2.7967885290062546,4.555934598809209,1.520497953420736,Iris-versicolor
+45,5.249165467347234,2.425338864940344,3.165084716646869,1.0372971532345123,Iris-versicolor
+46,6.564139498693115,3.0,4.41368953037532,1.3968408399006318,Iris-versicolor
+47,5.535170867308892,2.4304996544916957,3.819004166865075,1.0091236330705602,Iris-versicolor
+48,5.846827247108678,2.7910539276177944,4.608439950413797,1.225595370851378,Iris-versicolor
+49,5.02584396337804,3.778786557267436,1.5708810306981924,0.1990471224561809,Iris-setosa
+50,5.196812028795146,2.5633437604568168,3.573282612149353,1.1932043127881062,Iris-versicolor
+51,4.9782967536698015,3.0,1.5662179604220554,0.20059071018261243,Iris-setosa
+52,7.683471160249111,2.800110361699391,6.69296790568609,1.991055688259061,Iris-virginica
+53,4.788583307895737,3.399776194397541,1.8105444429172868,0.19790899962430208,Iris-setosa
+54,6.0729778781599695,2.600308950111419,5.605895864945076,1.362671339776997,Iris-virginica
+55,6.722940457024412,3.090887543957202,4.74203753321434,1.5001452883814388,Iris-versicolor
+56,7.70503908778387,2.5989159505726303,6.899998966275798,2.2690130283939483,Iris-virginica
+57,5.752888513379296,3.0,4.25068729290228,1.2429776217693953,Iris-versicolor
+58,6.2913240195026185,3.406022975444976,5.614449362660242,2.3980336079173483,Iris-virginica
+59,7.690084596447249,2.583687774882271,6.9,2.276972289179267,Iris-virginica
+60,4.9240168060969545,3.1121873990217326,1.494131072310436,0.1,Iris-setosa
+61,5.153931553322781,2.5121795810933234,3.306590372846437,1.1313608729997806,Iris-versicolor
+62,6.518984423044776,2.815885475637724,4.586208090590065,1.4903177420746083,Iris-versicolor
+63,5.48761542540379,3.0,4.548582030767695,1.5086419419655424,Iris-versicolor
+64,4.7990454169262176,3.398691933999998,1.7804291491761146,0.2011419589245041,Iris-setosa
+65,4.916541695289056,3.445613139854308,1.5088397682991157,0.2018745283328662,Iris-setosa
+66,6.352623295784706,2.7875161916631974,4.582949402850655,1.4541808506563,Iris-versicolor
+67,5.039352754593944,3.6150291510386854,1.3928800721916637,0.2014886580144833,Iris-setosa
+68,6.036167290490445,2.7874264444600594,4.684398287604829,1.2152665308640471,Iris-versicolor
+69,5.713548174449015,3.0763762986369656,4.663129867026464,1.6052212960933923,Iris-versicolor
+70,7.622902723450791,3.0,6.490702259043534,2.200691028587161,Iris-virginica
+71,4.3,3.0,1.099477423678193,0.1000001730654024,Iris-setosa
+72,5.39355505478685,3.884115927674014,1.294840872810846,0.36170821384918317,Iris-setosa
+73,5.028897303824558,2.000001092419177,3.5473209221723567,1.0215537695272066,Iris-versicolor
+74,5.5330473799532855,3.547964990968766,1.5255870893507166,0.3436032894100375,Iris-setosa
+75,6.07464259899505,2.8762997429378654,4.697284865648409,1.3342657056878644,Iris-versicolor
+76,4.977593906308047,2.000000585645043,3.371538405725215,0.9942112911850143,Iris-versicolor
+77,6.12388398464476,2.3204696497284267,5.001788226355201,1.6212468784521454,Iris-virginica
+78,5.806060220064415,2.777871237222009,5.130894601285127,2.346835381802887,Iris-virginica
+79,5.3976846490372745,3.0,4.461419283169203,1.5001051589029173,Iris-versicolor
+80,6.79534748816697,2.812793624156967,4.801330376612739,1.414538987869499,Iris-versicolor
+81,5.601604439384116,2.510271732453684,3.8306996928442962,1.0798840837892927,Iris-versicolor
+82,5.199167670379781,2.516106149481088,3.58819055053601,1.2164347577669723,Iris-versicolor
+83,5.784853914844852,2.6991323444266917,4.0908468587224425,0.9717661363835485,Iris-versicolor
+84,4.99319038141623,3.0,1.671943211017665,0.2103198102641776,Iris-setosa
+85,4.3,3.0,1.0917905464839825,0.1,Iris-setosa
+86,5.9313208562781785,3.206845172988672,4.797992979175346,1.772804668995045,Iris-versicolor
+87,6.028573506626104,2.2172433829109144,4.016622837446401,1.0258587627567777,Iris-versicolor
+88,4.630632509270875,3.18335120416818,1.394003128935721,0.20292427066463062,Iris-setosa
+89,7.899998423510633,3.762894958862704,6.357898337278317,1.9723626083336994,Iris-virginica
+90,6.657899029846649,3.1399879571472633,5.1478961629700315,2.2847459064341167,Iris-virginica
+91,5.882983011641631,3.201034130155831,4.772093011578874,1.7835025409530825,Iris-versicolor
+92,5.700645321154279,2.7626200864913417,4.4452134263017316,1.227616571470417,Iris-versicolor
+93,5.219289222877616,2.6198270050523917,3.7984492561926597,1.3667371360787788,Iris-versicolor
+94,7.70861619589659,2.810870710033518,6.701995397245752,1.9893799121239766,Iris-virginica
+95,6.823029216464616,3.108381598370593,5.11743105196675,2.2775022063692396,Iris-virginica
+96,6.709208572580625,3.086295131197334,4.830784523048842,1.5844609967750114,Iris-versicolor
+97,6.301165088228202,3.3888470240620703,5.595407699783554,2.393298673551371,Iris-virginica
+98,4.38687884825722,2.879784626873202,1.3870196954608511,0.19715873371636866,Iris-setosa
+99,5.9380734160545074,2.1617138044598305,4.961164090616126,1.4510704339649676,Iris-virginica
+100,7.122987960290722,3.19961740886332,6.002510432197364,1.8247546816405307,Iris-virginica
+101,4.645087764012875,3.1382917539543844,1.4378177689110598,0.2000129637582214,Iris-setosa
+102,5.812152365255925,2.7712028871761634,5.185961977107428,2.3936964271022116,Iris-virginica
+103,5.135835376986315,3.485080341129787,1.4010596718474675,0.20306680466097848,Iris-setosa
+104,5.271285833986418,2.5108968196204553,3.7054828095912438,1.2524578099837131,Iris-versicolor
+105,5.095283675916496,3.5512052598356814,1.4028689660915883,0.19921007779132394,Iris-setosa
+106,6.809668345479976,3.0748632555834527,5.0964549142273565,2.282806380078311,Iris-virginica
+107,6.024519028075903,3.332671212137066,4.614792611571676,1.6153326858025423,Iris-versicolor
+108,7.684078155470152,2.8982104188395565,6.682389694099637,2.0600401228598035,Iris-virginica
+109,6.009359473516099,2.196532205597701,3.9720110536192728,1.0059008702924706,Iris-versicolor
+110,6.263050041432909,3.2936431976314906,5.953686280203113,2.5,Iris-virginica
+111,4.300000727542725,3.0,1.1020954099795102,0.10000009407358718,Iris-setosa
+112,5.764568885855288,2.803694707608765,5.118156326877404,2.4143604717354674,Iris-virginica
+113,5.00311884289726,3.0,1.5938376032384318,0.193523114029086,Iris-setosa
+114,4.455643658201251,3.2177990183921708,1.3447514713560453,0.19435920855069777,Iris-setosa
+115,4.999256257913924,3.6048506769840354,1.389099653888949,0.19829855437393223,Iris-setosa
+116,7.688298806172641,2.782735253297179,6.702548144235719,1.971880973155982,Iris-virginica
+117,6.643675435575737,2.5011478456521177,5.717910194278804,1.7970676988004044,Iris-virginica
+118,5.0193339217481165,2.0,3.5189078139321954,0.882973592018361,Iris-versicolor
+119,6.259252446896741,3.3350734531311628,4.66161273227958,1.60349852498353,Iris-versicolor

iris/tab_ddpm/3_0/12/test.csv

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

iris/tab_ddpm/3_0/12/train.csv

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

iris/tab_ddpm/3_0/12/val.csv

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

iris/tab_ddpm/3_0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.801602367107349,2.6777808040516993,5.083524067742351,1.879599933664019,Iris-virginica
+1,4.994801886401893,2.000000517167175,3.429828527313836,0.8218249894155154,Iris-versicolor
+2,4.502257226394165,3.0,1.4488845828211065,0.2023452645986551,Iris-setosa
+3,5.790631182584343,2.694928768700983,5.088946666935682,1.8842708128826993,Iris-virginica
+4,6.019965362482542,2.201715508654484,5.0325710398803425,1.5613402755216106,Iris-virginica
+5,5.007835238078481,2.000000613196813,3.5030197578727025,0.9588352150424435,Iris-versicolor
+6,5.637339844101008,2.9785207869249293,3.8920087545851008,1.2735881250816095,Iris-versicolor
+7,5.518239039799195,3.623047982273393,1.4681926039487492,0.3690057430209643,Iris-setosa
+8,4.806164767470015,3.0,1.384700375927287,0.27275774172913625,Iris-setosa
+9,6.019930323258986,2.2375885403773053,5.041145818930308,1.4898955966238105,Iris-virginica
+10,7.67293083890881,2.596915239754326,6.899998581821901,2.260310386311374,Iris-virginica
+11,4.300000627158237,3.0,1.1054184974594605,0.10000011372678343,Iris-setosa
+12,7.1236377004936,3.194039668152098,6.013495338479377,1.7771735094439127,Iris-virginica
+13,4.803965637919747,3.402635103325366,1.5975274893198572,0.2006301984067534,Iris-setosa
+14,6.4907009558495,2.7892650394282628,4.6034825756948665,1.4808787062777033,Iris-versicolor
+15,6.026145092518484,2.780612424193947,4.629107434978512,1.1644907471868493,Iris-versicolor
+16,7.681590048358128,2.6047374894212663,6.899998537486889,2.3002083704163225,Iris-virginica
+17,6.241286256985885,3.3103645096783163,5.939663475598766,2.5,Iris-virginica
+18,4.300000525102454,3.0,1.0973916665732075,0.10000011222840655,Iris-setosa
+19,7.693951861251797,2.60155780513596,6.899998648847778,2.2688528126974146,Iris-virginica
+20,6.288293576021827,3.4028736846712384,5.554187409509556,2.390006697176678,Iris-virginica
+21,5.204013733599273,3.404609987683784,1.3896233766841806,0.20036316912381782,Iris-setosa
+22,4.787177948998046,3.0,1.394141551147314,0.1,Iris-setosa
+23,6.676208386106797,3.1388973296858804,4.743036998779471,1.5099000077931801,Iris-versicolor
+24,6.225948756305307,2.24495068018864,4.4738784555312865,1.4855279068854703,Iris-versicolor
+25,5.089295641750465,3.3037921826045555,1.63055228970311,0.5059646699810414,Iris-setosa
+26,7.688830729276763,2.5927987154747063,6.9,2.2994386873737427,Iris-virginica
+27,5.008505802718536,2.0,3.185114317736433,1.0372930728895677,Iris-versicolor
+28,5.787370975684651,2.7007043258439043,5.086113546578676,1.9205128406002026,Iris-virginica
+29,7.738180400650487,2.5921726580621693,6.9,2.308073822677619,Iris-virginica
+30,7.9,3.8226760421669925,6.416234581691079,2.0160382513473483,Iris-virginica
+31,5.392326502806485,3.9500192979510373,1.2852249117877073,0.4894497428793264,Iris-setosa
+32,6.704682205930371,3.0,5.003000458531767,1.7124691987246654,Iris-versicolor
+33,7.710249484548542,2.601523849052638,6.899998743463411,2.2747723690595714,Iris-virginica
+34,6.184324662636059,3.4032134025442806,5.40721953239783,2.3033611570170054,Iris-virginica
+35,4.762868540929222,3.0,1.3925929356009368,0.2760198243994809,Iris-setosa
+36,4.908344468786967,3.1130035698480887,1.503425992386092,0.1,Iris-setosa
+37,6.449160117179449,3.112719854358679,5.13174881815508,1.9628855224948702,Iris-virginica
+38,6.033521857241029,3.3889324069195377,4.527240346200589,1.6080971395153454,Iris-versicolor
+39,5.788487373685593,2.7064928033350766,5.089616550907836,1.895781723427188,Iris-virginica
+40,4.558404659625603,3.1747143885142175,1.3825072108900096,0.19670407625729652,Iris-setosa
+41,5.0866941123128875,3.746259366447389,1.5590655326814014,0.20283628470148585,Iris-setosa
+42,4.805584231192004,3.0,1.4126506427971186,0.27398680999958874,Iris-setosa
+43,6.181952662552531,2.5951248189171476,5.622077872961939,1.5159786137545626,Iris-virginica
+44,4.412630382651366,2.985101483200078,1.3704952458697117,0.20454814038115912,Iris-setosa
+45,4.300000852578786,3.0,1.1018970067423544,0.10000016462874217,Iris-setosa
+46,6.117434801449079,2.5946733456880566,5.613761499183293,1.3980149451759698,Iris-virginica
+47,5.138273405371773,3.427253497367269,1.388745624188199,0.20075602066860898,Iris-setosa
+48,6.330864345230111,3.3080943223807298,5.256733321904265,2.208146494145505,Iris-virginica
+49,4.7796207239354445,3.4027469100819054,1.6889377951234976,0.20073045597834888,Iris-setosa
+50,5.494743386489329,4.2,1.4076965080302402,0.2075922334288589,Iris-setosa
+51,6.1923395254724705,3.397162918044798,5.402493307607554,2.2866987066103635,Iris-virginica
+52,4.962735822502253,2.0,3.5283827667970886,0.9713615024514566,Iris-versicolor
+53,5.695641643694454,3.8015075456184646,1.8790400732423733,0.32765266368688284,Iris-setosa
+54,6.309366080461681,2.6627035966028747,4.937723854969775,1.8277599284083343,Iris-virginica
+55,6.30598306228324,3.30875304551194,5.938462162816517,2.499999758419957,Iris-virginica
+56,5.850297865355803,2.875077786907073,4.448262621769754,1.4136496715051214,Iris-versicolor
+57,7.682562879847655,2.5792730464095532,6.9,2.2997142781653857,Iris-virginica
+58,7.166562287917091,3.209178234880123,5.92327407330642,1.7976358673211612,Iris-virginica
+59,5.0150841160320345,3.0,1.6208551440225398,0.20024047398340422,Iris-setosa
+60,5.779101710678471,2.695066912193791,5.101387585127334,1.8953365610224528,Iris-virginica
+61,6.295332155057518,3.3142805518914167,6.017212295162507,2.5,Iris-virginica
+62,6.274973083506193,2.7190919871951866,4.8753318212907,1.7990777416508072,Iris-virginica
+63,4.99160619099036,3.60076270321941,1.4123269890822434,0.19907337316028606,Iris-setosa
+64,7.672220235030399,2.780598094074129,6.689681224794302,1.9618569410400177,Iris-virginica
+65,5.13670613113742,3.810150794958734,1.676668030152995,0.202609844149588,Iris-setosa
+66,6.888892507132985,3.1896812741513125,5.82096866771713,2.3113392848166594,Iris-virginica
+67,4.395232979127425,2.9043833857390307,1.3923229637858325,0.18957934863537906,Iris-setosa
+68,5.52735169161338,4.2,1.4139606822762418,0.21171990704582652,Iris-setosa
+69,5.726634628544756,2.8663847254559647,4.340711129721997,1.3657585148923268,Iris-versicolor
+70,4.611927381897685,3.6489443544200246,1.0,0.21003763860981173,Iris-setosa
+71,5.7954068648813175,2.6916048997018853,5.088160184149255,1.890938728086441,Iris-virginica
+72,4.722428115267287,3.3587200517653124,1.53363463253425,0.1989372246134436,Iris-setosa
+73,6.0514521026486525,2.921287002600851,4.591921365382205,1.410321000626614,Iris-versicolor
+74,4.7663996615108255,3.0,1.36653249606955,0.10000010269434395,Iris-setosa
+75,7.648009852089663,3.0,6.427385363287982,2.1663619732119783,Iris-virginica
+76,4.38618571399077,3.1855832021031203,1.2921644971394775,0.2005169620430808,Iris-setosa
+77,4.407195776078181,3.0,1.3922168016662355,0.20681051881550191,Iris-setosa
+78,6.5425423443708,2.8012144793988383,4.669716189312131,1.4920712802394651,Iris-versicolor
+79,6.248408298902498,3.416818777263399,5.457508869538695,2.3235892622388272,Iris-virginica
+80,6.338914363928652,2.5228586168081577,4.998511026774075,1.8973090343940213,Iris-virginica
+81,4.986227676660431,3.0,1.5982678419334593,0.19843118267972853,Iris-setosa
+82,4.790741302494938,3.0,1.3855804024979688,0.2894390397698086,Iris-setosa
+83,5.164356478948342,2.4783179861428395,3.490617579822238,1.1316743383041117,Iris-versicolor
+84,7.6169389092953095,3.0,6.625660830254137,2.0868167485999427,Iris-virginica
+85,6.935859845805204,3.0912281227408376,5.1616360499487275,2.3016339853721592,Iris-virginica
+86,4.586504715999947,3.2015504086093833,1.4054296964608362,0.1956842860466351,Iris-setosa
+87,7.175782337063281,3.208786673604096,6.029167989253247,1.7982190986743847,Iris-virginica
+88,7.678376724094688,2.5762363450896166,6.9,2.312863886752717,Iris-virginica
+89,5.823665994184429,2.806849350305558,5.134037440703779,2.418970064120785,Iris-virginica
+90,6.144007595229739,2.8414703803393953,4.74655477647194,1.2586151935400403,Iris-versicolor
+91,7.9,3.800324538694864,6.456670216640536,1.9676779067085526,Iris-virginica
+92,7.662066763015872,2.619540359486069,6.899998576374852,2.2866201766485976,Iris-virginica
+93,7.729535727278576,2.6226333839741267,6.9,2.2881751248424296,Iris-virginica
+94,5.818015992933846,2.9056275476321964,4.282507400264347,1.228466415472261,Iris-versicolor
+95,7.725919238455796,2.5974000242208444,6.9,2.309167727431086,Iris-virginica
+96,7.7257466443814895,2.607336009893378,6.9,2.3169787544154654,Iris-virginica
+97,6.737929157110718,2.5206856543022393,5.899452430204345,1.8153767583545672,Iris-virginica
+98,5.108931797374884,2.5625295673247974,3.549446359556632,1.2636606526069014,Iris-versicolor
+99,7.739091989438743,2.634124078551267,6.9,2.297214768682966,Iris-virginica
+100,5.816888050068563,2.8132748328809156,5.143525489619651,2.383940192231673,Iris-virginica
+101,6.015842903469675,3.39995835632162,4.533941037189888,1.5921938864157594,Iris-versicolor
+102,7.660161527887272,3.0,6.236693147534947,2.2455342488695407,Iris-virginica
+103,5.968408776280592,3.4090695554321244,4.469114374474115,1.5970122753512537,Iris-versicolor
+104,7.6193733568106055,3.0,6.583096067133321,2.1078610828537108,Iris-virginica
+105,4.7954625254163865,3.0,1.392810543901787,0.30922473518461835,Iris-setosa
+106,6.998199944758135,3.2057095960345467,5.718026000791272,2.3000091040881565,Iris-virginica
+107,5.283626132679352,2.5959568190065583,3.877186183154932,1.360931443867097,Iris-versicolor
+108,7.724460989447121,2.78171286460401,6.723933186197898,2.001446722762186,Iris-virginica
+109,6.006759853270516,2.9111374644654906,4.444517078358774,1.5201192495766012,Iris-versicolor
+110,5.784047225136439,2.799132182622561,5.208365293905429,2.4181746200097645,Iris-virginica
+111,6.264550559003466,2.7797954871878483,4.850640437334465,1.8149381455470786,Iris-virginica
+112,5.656932520204002,2.9592978236096537,3.8208095314941897,1.3037067559978888,Iris-versicolor
+113,5.698221283464777,2.865602701974742,4.067695488811677,1.084139541186089,Iris-versicolor
+114,5.795527816986274,3.0,4.553969414814105,1.4801251510834819,Iris-versicolor
+115,5.15407886013186,3.626117084074426,1.3871006748842074,0.2182633939876744,Iris-setosa
+116,4.833511271813371,3.4066995536911246,2.027962389937861,0.20091341271876334,Iris-setosa
+117,7.689298712701956,2.603768060242892,6.9,2.2624576521018596,Iris-virginica
+118,5.966855957270554,2.8984447920996086,4.632419064902499,1.4021825583664969,Iris-versicolor
+119,7.2850205583938115,3.1856319420909003,6.039845729102772,1.7827955802693156,Iris-virginica

iris/tab_ddpm/3_0/13/test.csv

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

iris/tab_ddpm/3_0/13/train.csv

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

iris/tab_ddpm/3_0/13/val.csv

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

iris/tab_ddpm/3_0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.584946736667204,2.420881372123731,3.777306579942832,1.0021210946416035,Iris-versicolor
+1,6.099865844745018,2.8355038392499634,4.690866458125332,1.2370442325795508,Iris-versicolor
+2,5.845926845150044,2.7810142274705516,4.5651986777945925,1.2026277849509104,Iris-versicolor
+3,4.972869584619667,2.0,3.0791309005001746,0.9621877085765216,Iris-versicolor
+4,5.564381433023235,2.8730959844401744,3.43513979860452,1.3204560885393761,Iris-versicolor
+5,4.592534318052054,3.64942462393171,1.0,0.20187938743202818,Iris-setosa
+6,6.821348665454583,3.2113771638509183,5.776596803967283,1.8789432131006367,Iris-virginica
+7,6.126889843869892,2.599091109578421,5.572891528810554,1.4267532457031773,Iris-virginica
+8,4.575411072924073,3.139475209223945,1.4432191958739282,0.19498499561795965,Iris-setosa
+9,5.0339659201056275,3.563945584487801,1.3907678483915924,0.2003256383150047,Iris-setosa
+10,7.611130164087728,3.0,6.5959920662739036,2.1128080368836297,Iris-virginica
+11,6.301050677194141,2.71298423807438,4.90501333014822,1.7673348713663228,Iris-virginica
+12,5.677892667198238,3.0,4.132507581212423,1.191335814896075,Iris-versicolor
+13,4.916514979804297,3.136744185800331,1.5260504333049232,0.10000009727376195,Iris-setosa
+14,5.01083100902342,2.000000773789175,3.575092567976057,0.8821923321200573,Iris-versicolor
+15,4.3,3.0,1.0951016902410005,0.1,Iris-setosa
+16,7.615517484639746,3.0,6.603132015752244,2.0837427663669335,Iris-virginica
+17,5.6776403157492545,3.0,4.097004872249169,1.1984934127663538,Iris-versicolor
+18,6.49824673700375,3.2059910522488226,5.07199341484248,2.04021825078444,Iris-virginica
+19,7.656192804017189,3.0,6.199375108348782,2.2569063222573598,Iris-virginica
+20,6.219972019504731,3.39830077147708,5.427704836422262,2.304349649363668,Iris-virginica
+21,5.196401850349353,2.5247828253799747,3.6129919088491556,1.2496574953724087,Iris-versicolor
+22,6.0395483304205655,2.8061218591817183,4.669615825116986,1.215829138314236,Iris-versicolor
+23,6.749830361198676,3.1128959501835696,4.732320198174211,1.5151586608356404,Iris-versicolor
+24,5.289611412328799,3.3925836068569235,1.5578642439707664,0.4797412356815013,Iris-setosa
+25,6.177703523155845,2.2166256646396674,4.478186143444354,1.465183225723489,Iris-versicolor
+26,6.424133395758803,3.167050645961368,5.29982510792976,2.2999777472071328,Iris-virginica
+27,6.014306051345097,2.9185603034045156,4.623341074122178,1.4389238275226253,Iris-versicolor
+28,6.75929181816408,3.1884799688397196,5.897951805907584,2.2791612269486,Iris-virginica
+29,5.011268047552447,2.0000004856437674,3.5856518117948997,0.965246137544386,Iris-versicolor
+30,6.665157886388052,3.154983215019361,5.479004286874744,2.2894835941950364,Iris-virginica
+31,6.728285863122459,2.5080521686157637,5.874154078109309,1.817687305336439,Iris-virginica
+32,6.289356848985532,2.499100971605246,5.004546786763916,1.8734693615350173,Iris-virginica
+33,6.301936262787473,2.7502797050388046,4.800728839947933,1.7931786229224942,Iris-virginica
+34,4.448776170635192,3.2250848562904633,1.330850101586703,0.19898703201956172,Iris-setosa
+35,6.009604220282069,2.1889651585350447,3.9492549200463274,1.0003289431645197,Iris-versicolor
+36,6.317991448358003,3.299813580165703,4.705547588042173,1.5991173827093539,Iris-versicolor
+37,6.540457873969529,2.828260465176392,4.635679437845505,1.5302982997917693,Iris-versicolor
+38,6.8096599632013,3.2130507554859697,5.757482306836729,2.305427227300497,Iris-virginica
+39,6.782835774070536,3.099828170169097,5.128655771636314,2.306923562018947,Iris-virginica
+40,4.664770615234441,3.622647322986742,1.0000005102263012,0.20022725717032616,Iris-setosa
+41,6.307382085009246,3.2933514839428666,6.052371115568013,2.499999756660826,Iris-virginica
+42,4.771452563540672,3.3934517773858537,2.164029221620485,0.200360067521026,Iris-setosa
+43,5.993551793410894,2.232401800667514,5.030635718412694,1.5076757206955167,Iris-virginica
+44,5.6780091777654045,3.7782475210714,1.6450636363391724,0.2931711027352081,Iris-setosa
+45,5.566830091514238,2.4793347624518596,3.8539459539457406,1.053226709427121,Iris-versicolor
+46,5.689844024044205,2.6636554514901305,4.309440163898217,1.1775266317002733,Iris-versicolor
+47,6.695854277792884,3.102143881822145,5.825495234521772,2.2460030553854833,Iris-virginica
+48,6.30585956196257,2.6188793915806605,4.9541087702503415,1.8308952391156281,Iris-virginica
+49,4.989848405908274,2.000000669437651,3.347286154811565,1.0217075205341193,Iris-versicolor
+50,4.3,3.0,1.0955523241882208,0.1,Iris-setosa
+51,4.392129797080093,3.229600963395495,1.3058019250607888,0.20131088578267728,Iris-setosa
+52,5.301163561626178,2.4628664369168236,3.6623311677882975,1.0402027233760969,Iris-versicolor
+53,6.045571841297946,2.8332938025415846,4.6074086756474895,1.2122236625501117,Iris-versicolor
+54,4.8105226395622385,3.4546728251915733,1.6920431725845861,0.19551651446129453,Iris-setosa
+55,4.3,3.0,1.1079524559378404,0.1,Iris-setosa
+56,5.965107582092913,2.7686076697693163,4.582325332135808,1.088657481073361,Iris-versicolor
+57,7.683625385073979,2.7944061015602117,6.698530908750027,2.0274137118843,Iris-virginica
+58,4.989731752226741,3.5416166908764986,1.406916601545315,0.19817641745688613,Iris-setosa
+59,5.517875446924421,3.5682367571245077,1.577255586134005,0.347396323171971,Iris-setosa
+60,7.8999977393498355,3.747195433577386,6.3693486094884895,1.932378738118326,Iris-virginica
+61,6.24713820106362,2.7742728349239756,4.8196609088652265,1.8016719647095436,Iris-virginica
+62,6.6920948416991575,3.107915642860926,4.716938262099426,1.4887827561110107,Iris-versicolor
+63,5.4933010037102505,3.0,4.455346267186452,1.5114896741248758,Iris-versicolor
+64,6.038574475293843,3.3427200236566534,4.612723905783933,1.6591625507488041,Iris-versicolor
+65,5.843515014608274,2.7030284677637746,4.206985491451085,0.9927242907405139,Iris-versicolor
+66,6.385609689916276,3.0,5.685659968429479,2.189519742744972,Iris-virginica
+67,6.306239696005569,3.347732244568939,5.4127492805444,2.311120105431463,Iris-virginica
+68,5.494614525541062,2.492132025353267,3.999703395171802,1.301471783990947,Iris-versicolor
+69,7.700376837107869,2.626297972868144,6.8999939940161665,2.2744761078683298,Iris-virginica
+70,7.679795818710351,2.602174839952484,6.899999008710062,2.2945937555326563,Iris-virginica
+71,5.563255204065707,2.404001278611045,3.838765180846859,1.1048266114173986,Iris-versicolor
+72,4.9613329181386145,2.0,3.264652497555703,1.01732272171161,Iris-versicolor
+73,6.536721616531914,2.8229375380624475,4.655961479006591,1.4973725273316694,Iris-versicolor
+74,7.740681360984144,2.58686286011008,6.899998898737385,2.316266601200788,Iris-virginica
+75,5.140204108749723,2.505701410667643,2.96297001749027,1.1273800527233078,Iris-versicolor
+76,4.436432023547882,2.9216593515060376,1.4166872527718983,0.20502506901603865,Iris-setosa
+77,5.488235274809834,4.199999192973452,1.4017884776909657,0.20339695146471254,Iris-setosa
+78,4.3,3.0,1.1043036253948206,0.1,Iris-setosa
+79,7.695296690680763,3.0,6.143882951489943,2.296838557409752,Iris-virginica
+80,5.009061815344268,3.6986739280567775,1.40657058137122,0.20633043146339095,Iris-setosa
+81,4.581590632601413,3.611306298214002,1.0,0.2055138187241868,Iris-setosa
+82,5.635140668055597,2.851649211986793,3.858551778476866,1.2574741531729667,Iris-versicolor
+83,6.575100085926814,3.18335151538946,5.209402425847831,1.9651733943338203,Iris-virginica
+84,4.911742483805287,3.0929948328296772,1.530652608522157,0.10000010258584188,Iris-setosa
+85,5.730563319578179,3.0,4.258136993292583,1.2906043844854334,Iris-versicolor
+86,7.437896745491112,3.0141564078885654,6.334185212548936,2.2047097679663095,Iris-virginica
+87,4.880768680207271,3.0,1.4268371731704244,0.1,Iris-setosa
+88,4.3,3.0,1.1118484718251782,0.1000001283945549,Iris-setosa
+89,5.682845928290707,3.0,4.486433149030922,1.5299308631933373,Iris-versicolor
+90,6.025013996391901,2.201036611873745,4.950460821071613,1.5143829425512922,Iris-virginica
+91,6.192908681797305,3.4035317513596683,5.506854233900846,2.3509682109394823,Iris-virginica
+92,5.5295860949246824,2.499652153192005,3.7479420726839265,1.147016803370246,Iris-versicolor
+93,4.3,3.0,1.1035938451712164,0.1,Iris-setosa
+94,6.182813260450265,2.929812773616591,4.6209863170572465,1.5263002629580849,Iris-versicolor
+95,5.03300057345902,3.454363577161474,1.8229864943449363,0.31422438717242196,Iris-setosa
+96,6.229637562459085,2.1824558575542774,4.509729736459179,1.4855383720785977,Iris-versicolor
+97,7.698034865627425,2.627943975516153,6.9,2.309687690826739,Iris-virginica
+98,6.066257865613409,2.8511018508841413,4.7118932553468,1.3108382787298338,Iris-versicolor
+99,7.634060213912793,3.0,6.62492695743217,2.073390052074451,Iris-virginica
+100,4.9030525148322175,3.1314276397613545,1.5103524839462465,0.1,Iris-setosa
+101,4.920390853158949,3.5349557907879467,1.726292887675979,0.2046630431592445,Iris-setosa
+102,5.166956576921373,3.39917606311492,1.4003494093871385,0.1952703518352229,Iris-setosa
+103,6.038901604459751,3.3903251317353558,4.53013214094471,1.5924130698481096,Iris-versicolor
+104,6.455532553580707,3.186626936063952,5.155348778335544,2.1883839562660405,Iris-virginica
+105,6.4519367326185275,3.0,5.57710875048327,2.238154468023874,Iris-virginica
+106,4.404623703880957,2.894802332822158,1.36177511338406,0.20052356540641023,Iris-setosa
+107,4.812962616656728,3.0,1.4174361333884058,0.1,Iris-setosa
+108,5.447881040844855,2.541289890924881,3.9748727076039367,1.3266616219860332,Iris-versicolor
+109,6.013695392650804,3.3808903480058614,4.525877436819143,1.6013844466113623,Iris-versicolor
+110,5.750996960787417,2.990603386787245,4.129034505397621,1.1933650483167335,Iris-versicolor
+111,7.530443623803244,3.0,6.593962909361496,2.138983176836821,Iris-virginica
+112,7.045499156546291,3.1225378902456358,5.238249506652797,2.302193461728296,Iris-virginica
+113,4.577264846645052,3.2216806153637685,1.3927429279878494,0.19414019353962986,Iris-setosa
+114,5.017964789912588,3.602212575887748,1.3968593335989197,0.20517561103163356,Iris-setosa
+115,5.127040963234149,2.6552094618245365,3.8113491152519683,1.3850539787952763,Iris-versicolor
+116,4.3000004951096855,3.0,1.109574885965967,0.10000009545713456,Iris-setosa
+117,4.922578307244737,3.647079549633038,1.5377491982601503,0.20175090577246607,Iris-setosa
+118,6.889599894546612,3.147166789111281,5.45937630423746,2.3090173534749163,Iris-virginica
+119,5.808218661359221,2.802633978383335,5.082556110216874,2.4126874007529837,Iris-virginica

iris/tab_ddpm/3_0/14/test.csv

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

iris/tab_ddpm/3_0/14/train.csv

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

iris/tab_ddpm/3_0/14/val.csv

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

iris/tab_ddpm/3_0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.749380756994333,2.7754635012496185,4.518197852097769,1.2535593017515532,Iris-versicolor
+1,5.699723283082822,2.884035767984401,4.2017134438119665,1.305940985664629,Iris-versicolor
+2,5.563841964713153,3.0,4.478454213672465,1.5035921202006812,Iris-versicolor
+3,4.9909934932174504,2.0,3.5851274311742705,0.8849005259258375,Iris-versicolor
+4,4.3,3.0,1.0886943187341238,0.1,Iris-setosa
+5,5.486837789173843,2.517873013009637,4.066049092179696,1.3346274248498982,Iris-versicolor
+6,5.911216546155169,2.9486866466955197,4.529085461783774,1.5175091714260491,Iris-versicolor
+7,6.115693682024716,2.1897162605214557,4.36731719414518,1.3843645025444815,Iris-versicolor
+8,7.141381790352786,3.1083242970878677,5.419214674433335,2.2861063722637525,Iris-virginica
+9,7.702296816908175,2.5885779988858215,6.9,2.2960333931449797,Iris-virginica
+10,5.486783088165836,3.0,4.5045020731664644,1.5187552905634003,Iris-versicolor
+11,6.466290577757464,3.173959070275772,5.099607329040277,2.128490784788902,Iris-virginica
+12,4.300000452734312,3.0,1.0977936046125012,0.1,Iris-setosa
+13,7.650490954701885,3.0,6.13001867180596,2.246314548336724,Iris-virginica
+14,7.899998694773361,3.7574527311055252,6.442133180878987,1.9577959132283769,Iris-virginica
+15,4.3,3.0,1.0826858965312425,0.1,Iris-setosa
+16,4.987829355348971,2.0,3.387081558205156,0.8860554914503956,Iris-versicolor
+17,5.652136850035173,2.911197429707161,3.7019023000447735,1.2983879112966472,Iris-versicolor
+18,7.743985827131602,2.5716895594600593,6.9,2.3176761749470995,Iris-virginica
+19,4.8617622131469,3.0,1.4424404757182219,0.10000009800685822,Iris-setosa
+20,5.667889404650791,3.7775195133854385,1.8235272078872309,0.3933294575578394,Iris-setosa
+21,5.643777709038539,3.0,4.556467587790561,1.5400743379563442,Iris-versicolor
+22,5.053849737304728,2.000000900877992,3.2874952721390427,1.025916919157873,Iris-versicolor
+23,7.9,3.8096741055550996,6.42209819289114,2.002432785872038,Iris-virginica
+24,6.2788923086180635,2.668514785024712,4.893036223482525,1.7728817304568267,Iris-virginica
+25,6.007191951114112,2.1811335670931853,3.903739082656407,1.0261732905546572,Iris-versicolor
+26,4.586381791093927,3.138701555240729,1.4789269921171393,0.1946920515705497,Iris-setosa
+27,5.782288812898663,3.1060457226573734,4.735293955329362,1.6746396393042577,Iris-versicolor
+28,6.30476858904067,3.379113704236058,5.5261243261194775,2.3740229254938234,Iris-virginica
+29,5.850329244764481,3.209964108029133,4.754399636454282,1.8166390948698241,Iris-versicolor
+30,6.704803319394955,3.0,4.964019188864379,1.6385416150291248,Iris-versicolor
+31,4.589754332694875,3.0291815657387438,1.456409095842092,0.22004334482161664,Iris-setosa
+32,5.407305320068558,3.944447760307755,1.261781766623165,0.40718359630652473,Iris-setosa
+33,4.879147696074283,3.1015034941629063,1.4749948606499381,0.10000016244029383,Iris-setosa
+34,6.294605243759439,2.441857844540346,5.021170765278813,1.9126838588590425,Iris-virginica
+35,4.593275068050027,3.6015489097110405,1.000000508717927,0.199021160095946,Iris-setosa
+36,5.11047189568568,3.459985522605455,1.3793512172549605,0.19628357344473663,Iris-setosa
+37,6.332569001483171,3.296794602624831,6.0566590641071905,2.4999996188070592,Iris-virginica
+38,5.1624194518072954,2.6707150909731014,3.9007617627528455,1.4278921571610643,Iris-versicolor
+39,7.1565908687357345,3.1946094967132166,5.911977557879026,1.8240248059093536,Iris-virginica
+40,4.579616033484337,3.0761543500796122,1.4570011163061807,0.20321549754410104,Iris-setosa
+41,4.973517644620992,2.0,3.6868622595768743,1.0088127127462823,Iris-versicolor
+42,6.123085553951296,3.3465045986312525,4.617317509804504,1.6038908283142057,Iris-versicolor
+43,7.714822236645299,2.618058296841765,6.899998987319338,2.2831240239757307,Iris-virginica
+44,6.689140447828001,2.512206739155545,5.847137050998764,1.8092074009722217,Iris-virginica
+45,7.899998877980079,3.780310108525605,6.369619744996571,2.0044324429168205,Iris-virginica
+46,5.775183288035996,2.865514842284666,4.221478721635009,1.2217607197518323,Iris-versicolor
+47,6.213868570884525,3.397417445694233,5.440946593385843,2.3116377986789653,Iris-virginica
+48,6.580400317387373,3.1970227455547042,5.233064664259238,2.217100584389582,Iris-virginica
+49,4.984860879241669,2.0,3.5276209570817025,0.9259508360861795,Iris-versicolor
+50,7.680944030817098,2.6152371464733104,6.8999990177935535,2.3038438797909517,Iris-virginica
+51,5.5915492076435385,2.4698347191073418,3.9506016461008717,1.1480719456723842,Iris-versicolor
+52,4.646112149409344,3.6207759712257594,1.0,0.20213568541676724,Iris-setosa
+53,7.699536964428688,2.600681645652355,6.9,2.305313240614246,Iris-virginica
+54,5.493487527155523,4.2,1.385660449055583,0.19679454581445413,Iris-setosa
+55,4.300000889540517,3.0,1.1039525240771664,0.10000010644286136,Iris-setosa
+56,6.7124045017330065,3.120690932576868,4.706494637745701,1.5017110432335983,Iris-versicolor
+57,5.163377863872325,3.4538190256519905,1.4286206353361253,0.20265113659823045,Iris-setosa
+58,5.899298828472091,2.2649210776879936,4.03276983411416,1.0210642828106005,Iris-versicolor
+59,6.471937983112669,3.1034002750158507,5.296532663826445,2.2865572121769135,Iris-virginica
+60,5.784369363782069,2.7081148321403203,4.116776553913651,1.0284309323243146,Iris-versicolor
+61,4.894481671545753,3.0919272404188485,1.5086812540536254,0.10000009797759354,Iris-setosa
+62,5.771673334352377,2.7109911112612637,5.140657521376789,1.9351134127789746,Iris-virginica
+63,6.812186740566727,3.1787195032256186,5.7972991725059835,2.3030935597082567,Iris-virginica
+64,5.8072384525133085,2.6866078887843448,5.111989313464816,1.9141726776958947,Iris-virginica
+65,6.230549591190726,2.721902355729968,4.836808279746314,1.7915148729796826,Iris-virginica
+66,7.718589363444128,3.0,6.183920574539343,2.272718136292396,Iris-virginica
+67,7.6708146442015215,2.580100843959251,6.899998823444859,2.268722956556221,Iris-virginica
+68,5.194120344622492,3.30205562661297,1.5479717593774047,0.22136738148106377,Iris-setosa
+69,6.061713505360623,3.3710020852527256,4.593834449454701,1.6109056892925053,Iris-versicolor
+70,6.600331469101,3.0,4.3763784444694105,1.4008338308008224,Iris-versicolor
+71,6.145305901510662,2.8553981759950395,4.745032726383841,1.3202516740509842,Iris-versicolor
+72,6.270014975890852,3.3996088687994988,5.530974306966281,2.3535408188114006,Iris-virginica
+73,5.595002975833164,2.3992991406379476,3.881921250496089,1.120628574045467,Iris-versicolor
+74,7.697341451315243,2.6049960637567646,6.899997708582266,2.3028532104327315,Iris-virginica
+75,6.318781078695505,3.310523370241161,5.990922979677686,2.5,Iris-virginica
+76,4.414702300864035,3.2202877679695296,1.313947999359005,0.2044182306691903,Iris-setosa
+77,6.0125775712186424,3.3966451682951364,4.527249609611088,1.6052393896812358,Iris-versicolor
+78,7.562074340185103,3.0,6.61442743397512,2.1215961875483065,Iris-virginica
+79,6.695238684072923,3.0288287957626694,4.763820010476454,1.5727140184146229,Iris-versicolor
+80,6.642084490914945,3.0,4.542280394636134,1.4382096592683382,Iris-versicolor
+81,6.738399262024217,2.4964568487142547,5.887231323901115,1.8169930666814513,Iris-virginica
+82,6.718622703891561,3.1755405318174477,5.238768688318093,2.225845456159724,Iris-virginica
+83,4.978759423092433,2.0,3.0930327573134564,0.9387018552178097,Iris-versicolor
+84,5.477338834539641,3.0,4.520976908802558,1.506443936163146,Iris-versicolor
+85,6.312320324708959,3.3965129177613784,5.5931390595447175,2.375991344839897,Iris-virginica
+86,6.311494481689369,3.2918426794603257,5.96535711578351,2.5,Iris-virginica
+87,5.47295020249292,4.1999989083701905,1.3734729975659534,0.19751246255147817,Iris-setosa
+88,7.708582430033112,2.820158557935125,6.697055550532135,2.0060448304669984,Iris-virginica
+89,6.4646555868413005,2.8063427095780824,4.642590515418412,1.5166591130370404,Iris-versicolor
+90,6.700302121433127,3.0,4.987861448422978,1.6924182323748347,Iris-versicolor
+91,6.617854092908834,3.0107530483035583,5.860097825595767,2.2122477866017447,Iris-virginica
+92,5.431532101612591,3.91368193112276,1.3062198204610114,0.42977163396455653,Iris-setosa
+93,6.458128706109143,3.217321068734685,5.119003723340535,2.1594251965674762,Iris-virginica
+94,4.604226870946766,3.6624120313474795,1.000000506960163,0.20177120058743342,Iris-setosa
+95,5.508749434947996,4.199999204501028,1.418653709595649,0.1993940801985979,Iris-setosa
+96,4.849130425647658,3.3942936683539666,1.5372906088843252,0.20441125716472364,Iris-setosa
+97,4.9826074592843215,2.0,3.4174719913758773,1.063258859884976,Iris-versicolor
+98,5.506852008880297,4.19999924058709,1.3963283940140885,0.20593483397882673,Iris-setosa
+99,4.410774509414837,2.9052091410289287,1.4212773444663696,0.20271361547227956,Iris-setosa
+100,6.337404321145423,2.661194105048973,4.951388474786214,1.7975307040457895,Iris-virginica
+101,5.746423307443807,2.7451757357452884,3.9510397770128662,1.0993938854878973,Iris-versicolor
+102,6.247365898634735,2.190579474130152,4.50131678265347,1.4947987442621484,Iris-versicolor
+103,5.503803578203157,3.0,4.428264757026929,1.46602457157339,Iris-versicolor
+104,5.495952334367764,4.199999071797426,1.4031749827837032,0.1909615416719947,Iris-setosa
+105,6.556321522670475,2.808216106130637,4.664090476317246,1.5142404258031739,Iris-versicolor
+106,6.783817724586218,3.2004367388340813,5.78944451443346,2.3053633333170356,Iris-virginica
+107,4.574604064497616,3.6858195679104897,1.0,0.2034831141823927,Iris-setosa
+108,5.807228045376373,2.70943714037111,4.144917079633106,1.060388015423505,Iris-versicolor
+109,6.734028143348214,3.2004612047495162,5.805852828072113,2.3043310400324426,Iris-virginica
+110,6.571235981922095,2.7785825983513255,4.624302853482779,1.4574580480553618,Iris-versicolor
+111,5.78378137332448,2.820912901012141,5.090771649982091,2.4159484673296117,Iris-virginica
+112,7.899998235257714,3.7636192425390953,6.401571517739886,2.0560454666372476,Iris-virginica
+113,6.010482797343065,3.406033495813991,4.533166619415605,1.6082428554636214,Iris-versicolor
+114,5.011137824839388,2.0,3.6833221197058625,0.8925594085608375,Iris-versicolor
+115,5.992733973919964,2.1556385617747438,3.9536057491306,0.9339671304393695,Iris-versicolor
+116,7.14416834280497,3.050134786701734,5.3144954128867035,2.3072309222569123,Iris-virginica
+117,6.096110837762692,2.597270613198598,5.629611880519294,1.3932136602458676,Iris-virginica
+118,5.074795944838104,3.3814852668618003,1.597448152441568,0.5222324144489918,Iris-setosa
+119,4.792723897842588,3.0,1.4088467229347668,0.3231382744565326,Iris-setosa

iris/tab_ddpm/3_0/15/test.csv

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

iris/tab_ddpm/3_0/15/train.csv

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

iris/tab_ddpm/3_0/15/val.csv

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

iris/tab_ddpm/3_0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.483080353321868,3.0,1.4333976139397961,0.19553135449941264,Iris-setosa
+1,5.488613282706321,3.0,4.491198811732094,1.5186620850610149,Iris-versicolor
+2,6.792184108104585,3.208937478066496,5.71300317411128,2.3073937142696788,Iris-virginica
+3,6.586865859324392,3.0,4.405634868324093,1.4129595287297676,Iris-versicolor
+4,6.675358157302387,3.136182930214349,5.57030864238785,2.1111371320590995,Iris-virginica
+5,6.075169509456835,2.6115252632336663,5.487036443693281,1.506223659991841,Iris-virginica
+6,6.676046079244647,3.111449964115183,4.708791892774107,1.4974756964627254,Iris-versicolor
+7,5.921774686691366,2.167769734022511,3.9935839100254054,0.9959173208269594,Iris-versicolor
+8,4.300000690079062,3.0,1.1034689677811025,0.1000002522202996,Iris-setosa
+9,5.066430160444819,3.5070177416411834,1.3816161921108767,0.20370628357882833,Iris-setosa
+10,5.216071317175985,2.497973109589262,3.239739311079282,1.0936883578200596,Iris-versicolor
+11,6.213948523151683,2.7904867626298664,4.8078455338698545,1.7811063114694872,Iris-virginica
+12,5.8321570034887555,2.71487384959562,5.067641601937976,1.89863473967122,Iris-virginica
+13,5.489965859599642,3.0,4.479011425563174,1.4840225795211148,Iris-versicolor
+14,4.945857400259172,2.0,3.314047307772748,0.8867271377015566,Iris-versicolor
+15,5.06076253445646,3.5324593277226644,1.4176809021929622,0.19993988519641598,Iris-setosa
+16,5.615429521979208,2.91709551067086,3.6654794759504497,1.2791326562721883,Iris-versicolor
+17,5.788466250603374,2.7005250955323348,5.0869072465702825,1.8863714633130924,Iris-virginica
+18,5.6414238079358805,2.804476121820973,3.889488374968526,1.2228536911643502,Iris-versicolor
+19,4.759988938250728,3.3933190806481517,1.6670114942368268,0.1973097645780367,Iris-setosa
+20,5.535879154721681,2.4463709533293607,3.7135080969978995,1.0795211205455013,Iris-versicolor
+21,5.512874667922171,2.4154719090124748,3.7580470481001287,1.0012356867024406,Iris-versicolor
+22,5.1015800090285035,3.4227932665227847,1.5596477535648647,0.43877319415298044,Iris-setosa
+23,5.827950706441929,2.6942866693910648,5.09821338182694,1.8862878549528914,Iris-virginica
+24,4.300000603328843,3.0,1.0952709782847214,0.1,Iris-setosa
+25,5.370068278696496,2.6384477777488486,3.874742997138771,1.3443586017663984,Iris-versicolor
+26,4.813130225536694,3.403346608589276,1.6535126768851016,0.19990021369826488,Iris-setosa
+27,6.717938276116224,2.896571011426706,4.682129865605331,1.431704527353234,Iris-versicolor
+28,4.642105440292803,3.1155624037397067,1.470371241713363,0.19387089111776312,Iris-setosa
+29,6.636360425808206,3.1211420568623742,5.628307977901621,2.2856465991642776,Iris-virginica
+30,6.461571392675393,3.207387259261558,5.32562555855184,2.3049328552045325,Iris-virginica
+31,4.788903163032466,3.400169118224156,1.8542769994382797,0.20777434678325524,Iris-setosa
+32,4.3,3.0,1.0980659719233237,0.10000009008357617,Iris-setosa
+33,6.79226724846426,3.1953174240551894,5.843186757646338,2.2724755768598612,Iris-virginica
+34,6.364649529949221,3.142375419933009,5.199792683420849,2.133840862301118,Iris-virginica
+35,5.720826744686113,2.8503397047158456,4.232824927064051,1.172838953831566,Iris-versicolor
+36,6.25015144260499,2.664218325531013,4.918132816467712,1.7252500480792479,Iris-virginica
+37,4.584920867300312,3.6222639394876346,1.00000039927843,0.19994339186536758,Iris-setosa
+38,4.3,3.0,1.0930686683392103,0.10000010335807978,Iris-setosa
+39,5.308635692091255,2.572332677342562,3.94420539804979,1.3663216713396142,Iris-versicolor
+40,5.467774766167957,2.513143484619252,3.9829389669724518,1.306136020784702,Iris-versicolor
+41,5.657441335930252,2.8421226155190316,3.8357733880414964,1.282395239271132,Iris-versicolor
+42,6.412086162740293,2.9637521918748386,5.663772894527335,2.1273485528577503,Iris-virginica
+43,7.9,3.8161025139819005,6.468794012541022,2.013677451506446,Iris-virginica
+44,7.9,3.7071142570035063,6.443338043234938,2.0701376238525238,Iris-virginica
+45,6.0536514673351505,3.3335853315606085,4.673117891186267,1.6542002909089615,Iris-versicolor
+46,7.899998435148978,3.785163719896442,6.4807174203198,1.953068428345302,Iris-virginica
+47,4.3,3.0,1.099636760824556,0.1,Iris-setosa
+48,5.52769593975326,2.454376380906034,4.0155501891862375,1.2610063093517367,Iris-versicolor
+49,5.132041589661396,3.3100691839035727,1.6675266358600336,0.5012612866582368,Iris-setosa
+50,7.663769408755293,2.592229328969708,6.9,2.2657872862340285,Iris-virginica
+51,6.212176985333619,2.7954331504171237,4.793546605211142,1.7807791213476891,Iris-virginica
+52,4.61469919592728,3.155207307949181,1.431566891168606,0.19797369441446044,Iris-setosa
+53,6.211544099761429,2.797150597874095,4.809411382290377,1.7853615486857617,Iris-virginica
+54,5.524959702078296,2.4638263323819247,3.75241600855122,1.0350364236549596,Iris-versicolor
+55,6.711821747234914,3.0,5.031144753991936,1.7086279488073737,Iris-versicolor
+56,5.945299036415222,2.7946283250449366,4.576757030825344,1.2542398823149947,Iris-versicolor
+57,5.007008853728648,2.000001051343329,3.6377826287035133,0.9443970979860232,Iris-versicolor
+58,7.620337296867085,3.0,6.603477727000467,2.106141647498953,Iris-virginica
+59,6.182609451031378,3.3825519347931676,5.394630511509947,2.2827472887946727,Iris-virginica
+60,6.609240141395685,3.074843812881133,5.633387285199898,2.245460382753726,Iris-virginica
+61,5.405183616985117,2.462146856836563,3.6928414315938216,1.09797433766055,Iris-versicolor
+62,6.4795600611824495,3.189051844889351,5.111390605224344,2.080697864656669,Iris-virginica
+63,5.782236834950968,2.698395880401958,5.0927202464019565,1.8839985132705297,Iris-virginica
+64,6.267949959584499,3.391706713600911,5.561735009592062,2.3990788458596484,Iris-virginica
+65,6.132008672601345,2.2015624059483327,4.403567376401792,1.340087222455708,Iris-versicolor
+66,5.178807075923326,3.4044225587715005,1.4025432187686029,0.19919496820813476,Iris-setosa
+67,6.32969875393207,3.2751276950151302,4.720594379521958,1.5793968799612266,Iris-versicolor
+68,6.233854577217936,2.8122477036655975,4.7635012519272095,1.7800360103863575,Iris-virginica
+69,6.152157573127691,2.602027752954577,5.6569893760769485,1.4443783830779235,Iris-virginica
+70,4.3,3.0,1.0964453763131987,0.1,Iris-setosa
+71,6.1790882776650795,3.3247054297285037,6.142131415484007,2.5,Iris-virginica
+72,4.81307794410867,3.4044573636912774,1.952550817386562,0.1989131229745703,Iris-setosa
+73,6.063453514873391,2.212700355691119,4.25828123979145,1.2833429199521826,Iris-versicolor
+74,5.553452489468685,2.4656208551498215,3.8686058918603594,1.1050566825090573,Iris-versicolor
+75,4.300000660729602,3.0,1.1091238663743228,0.10000012032738316,Iris-setosa
+76,5.907006920150171,2.8029024483216696,5.130551608744978,2.401893532516888,Iris-virginica
+77,5.284837911215819,3.5014780336022873,1.4680996311422323,0.2171857213217286,Iris-setosa
+78,6.338712042264494,3.307340229345359,6.032515285947564,2.499999788711836,Iris-virginica
+79,5.806918150322259,2.7018226477272966,5.0721784303636825,1.8593062598840118,Iris-virginica
+80,5.336580333874593,2.509101999661353,3.6356038589251396,1.1549182817690522,Iris-versicolor
+81,6.563342724411362,3.0,4.424777923693051,1.4232980498855692,Iris-versicolor
+82,7.9,3.8710913017109143,6.365603689261668,2.007834350344715,Iris-virginica
+83,4.6348934303145635,3.073554476303431,1.4401952430333558,0.2187276782605345,Iris-setosa
+84,5.419517436405986,3.919257134725492,1.2832324399825317,0.446619671153237,Iris-setosa
+85,6.168560397245598,2.8334788928167147,4.738799815534257,1.2694224646470524,Iris-versicolor
+86,6.041054112813321,2.912337137041509,4.620106145058278,1.4285926497062764,Iris-versicolor
+87,5.468331019409104,3.4081893051329772,1.5139186743787854,0.4521079009193722,Iris-setosa
+88,5.790430455450837,2.7031679945309954,5.096184356694526,1.943218397162777,Iris-virginica
+89,4.653455996520836,3.5290511545011136,1.0000004938395968,0.2039814916929279,Iris-setosa
+90,6.325757682940574,3.297098077398942,4.681495317190905,1.5799753758743336,Iris-versicolor
+91,4.3,3.0,1.0882658470785926,0.1,Iris-setosa
+92,5.47446992966953,4.2,1.4023258334327862,0.19158858855017996,Iris-setosa
+93,5.686651729527279,3.0,4.227726126748444,1.2067385916023858,Iris-versicolor
+94,6.922924545954091,3.1956209870924916,5.902787459978081,2.3023683372337636,Iris-virginica
+95,5.9860882049235125,3.410842744950531,4.541696352132946,1.6262687536545941,Iris-versicolor
+96,6.654153505016343,2.4783852184678254,5.713089498597323,1.7889861397625606,Iris-virginica
+97,5.71585517613973,2.7968959550319994,4.340507293862775,1.3030521698733133,Iris-versicolor
+98,6.02921882733161,2.2054588718022656,4.035878333059194,0.8996879673965531,Iris-versicolor
+99,4.6011469327049,3.206751898414414,1.3800079581631879,0.20012634914057736,Iris-setosa
+100,7.899998888173787,3.7643327866202942,6.377096706418641,1.985728699362313,Iris-virginica
+101,5.594105820086697,2.454470626367319,3.834798774204108,1.1017751940254963,Iris-versicolor
+102,6.010638569790442,2.180656384424627,4.053256707526828,0.9917742591935268,Iris-versicolor
+103,4.9885820522378586,3.0,1.5980255390770366,0.19738230489367825,Iris-setosa
+104,4.9265556100677035,3.1007878147049737,1.4777444318058546,0.1,Iris-setosa
+105,6.699546890281478,3.0,4.98519081474445,1.6793436613652453,Iris-versicolor
+106,6.054477478585511,2.853192886121761,4.688316511716931,1.2375386706943259,Iris-versicolor
+107,5.851339138780868,3.1497260887484773,4.706984302730015,1.6414937163576122,Iris-versicolor
+108,6.618200318393922,3.0,4.387183341216817,1.4037500357137433,Iris-versicolor
+109,6.150024949185945,2.8520876515946947,4.728427183331818,1.3257316633184857,Iris-versicolor
+110,6.081178053217458,2.5974306229458097,5.617089910160725,1.415652430718267,Iris-virginica
+111,5.618371062396567,2.771327151058036,4.4191348701590965,1.2898082658698995,Iris-versicolor
+112,7.669259992223575,2.599979951546818,6.9,2.2961813539140237,Iris-virginica
+113,6.1920898721541295,3.4046409724665985,5.544469006406043,2.342495638430553,Iris-virginica
+114,4.414887152111209,3.0,1.3956789789133637,0.1945907082018521,Iris-setosa
+115,5.47340402213496,3.419115101064561,1.5539361010815385,0.45362651737484466,Iris-setosa
+116,5.216656441819346,2.6826744837661307,3.9291120020325705,1.3961870284870617,Iris-versicolor
+117,7.017799846447698,3.1873486426495514,5.911915852412693,2.2823713648011545,Iris-virginica
+118,5.20046252406124,2.786195995028591,3.9841955844903767,1.4363719918000473,Iris-versicolor
+119,6.319679541137653,2.833243678168309,4.531381399021398,1.4793148555142457,Iris-versicolor

iris/tab_ddpm/3_0/16/test.csv

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

iris/tab_ddpm/3_0/16/train.csv

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

iris/tab_ddpm/3_0/16/val.csv

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

iris/tab_ddpm/3_0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.206525553062965,2.5186725353421604,3.6181949678778214,1.1969795052540935,Iris-versicolor
+1,6.6863721512881895,3.097076457644882,4.722722040167656,1.4831997279329494,Iris-versicolor
+2,4.979506697752864,3.4061064558454426,1.5952548362594883,0.34413129207951737,Iris-setosa
+3,5.179161756628926,3.444887772174899,1.4190416692273402,0.2040359022983881,Iris-setosa
+4,6.980382532283621,3.1974668050610755,5.889543733223555,2.290388622373364,Iris-virginica
+5,4.597866985178041,3.6008540475220636,1.0000008176111685,0.20170021398976806,Iris-setosa
+6,5.442087802514493,2.4399016399304423,3.6244750483620765,1.031777792534899,Iris-versicolor
+7,5.750395395483329,2.7090228377524603,5.097939366822178,1.9224062600565208,Iris-virginica
+8,5.047467350153793,3.3610782570300897,1.6711075427006488,0.4543238325362403,Iris-setosa
+9,6.548104361379196,3.0,5.856383526504911,2.1889067201009444,Iris-virginica
+10,6.105381107253568,2.602769498816148,5.610489953593115,1.4074431790096462,Iris-virginica
+11,7.136628884451269,3.1870349558475324,6.025038604675536,1.8281157410652942,Iris-virginica
+12,6.5758261596053185,3.2099537542884398,4.745165142029456,1.540945343086974,Iris-versicolor
+13,6.541355996811593,3.189211387405451,5.127095441288326,1.9235750563786311,Iris-virginica
+14,7.13478109397746,3.216920204795051,5.939044249869216,1.7976673642565069,Iris-virginica
+15,4.575621436396076,3.183457455450347,1.4484861813846097,0.20078474336191754,Iris-setosa
+16,6.174074168335924,2.7798219081808875,4.854365665264498,1.8034985031621975,Iris-virginica
+17,5.7555353382302865,2.7988159419976495,5.091704521160484,2.4222216611603935,Iris-virginica
+18,5.517485757097552,4.2,1.4173511718226421,0.2039193975187099,Iris-setosa
+19,5.230641007166945,2.7267534842397847,3.9199861633727737,1.4166665381132515,Iris-versicolor
+20,7.71446246069371,2.6136501724624805,6.89999829827356,2.3060173936358797,Iris-virginica
+21,6.329019602791284,3.307485552476253,6.0165767993276695,2.4999998011537725,Iris-virginica
+22,5.004368970564385,3.393451476060738,1.5893314277082482,0.4639336781802754,Iris-setosa
+23,4.585515921569409,3.6489776997173875,1.0,0.20111781143467636,Iris-setosa
+24,5.499138215025341,4.1999986833910645,1.3990949608981902,0.2014834459250148,Iris-setosa
+25,6.293295536665958,3.315522048923952,6.01040483675727,2.4999998099580414,Iris-virginica
+26,5.0375650735829485,3.497516986800639,1.4124963173272258,0.20458894540285005,Iris-setosa
+27,5.191132321592061,3.4025925977785016,1.4088672961655748,0.1987859420025867,Iris-setosa
+28,5.984746975283658,3.398859961554809,4.455537516862574,1.5705115356794146,Iris-versicolor
+29,5.856858930868898,2.828505324860631,4.592690004797025,1.357086384526804,Iris-versicolor
+30,5.678339012319904,3.7766048547513043,1.6009368224546883,0.3152230880880592,Iris-setosa
+31,6.657670219125676,3.0,5.010054768749735,1.6738435481841902,Iris-versicolor
+32,5.197789251806437,3.405637140412566,1.4091073769712645,0.20205075540087053,Iris-setosa
+33,5.674099190761021,2.955181836884902,3.9540552624749266,1.318301778881277,Iris-versicolor
+34,4.638541994091241,3.2278043984148423,1.4191817841110315,0.19957866106990585,Iris-setosa
+35,5.528415427026296,3.0,4.517649810056322,1.4895501975603014,Iris-versicolor
+36,5.629104467263789,3.756511644533999,1.5783566554425754,0.2639837579419242,Iris-setosa
+37,6.705536513391238,3.116945757197748,4.697770218660038,1.5105495251278027,Iris-versicolor
+38,6.280253274228333,3.3018435072825314,4.641647257163145,1.5762628325885957,Iris-versicolor
+39,5.976143265874102,2.9604709201054,4.580224082025152,1.491369210771364,Iris-versicolor
+40,6.7965398123966585,3.212514019037579,5.702622107929527,2.304501757254671,Iris-virginica
+41,5.085614128968769,3.2802780651877774,1.7666867671829147,0.4195049951140183,Iris-setosa
+42,7.746190893650214,2.5766403035685705,6.9,2.3233780290759927,Iris-virginica
+43,5.039104930526445,3.677091309975294,1.4726820413599888,0.2014958491641768,Iris-setosa
+44,5.004070842216579,3.0,1.5917780074888928,0.20200575430797835,Iris-setosa
+45,7.578632476554596,3.0,6.618577046126014,2.0564237060485335,Iris-virginica
+46,4.787327617864925,3.4056601170396985,1.5799661472070323,0.19955367885957537,Iris-setosa
+47,6.017876410805368,2.8748566882931645,4.649857319767766,1.3346703396942379,Iris-versicolor
+48,4.8684964578980745,3.061154587101922,1.4814941827619883,0.1,Iris-setosa
+49,4.600934410226347,3.5673747434808414,1.0,0.20183339121812763,Iris-setosa
+50,6.688441999458818,3.0849484941509107,4.713736505375253,1.5370656729761154,Iris-versicolor
+51,5.995548146204465,2.1938427830598983,4.994535224224236,1.5110746881288946,Iris-virginica
+52,5.206070583076565,2.4673670236150675,3.1972552523443767,1.0444316934921858,Iris-versicolor
+53,5.834033028924617,2.570501748338257,3.9270542552102645,0.8225259379055443,Iris-versicolor
+54,5.49746908480302,4.2,1.4196608938305773,0.19682274551539491,Iris-setosa
+55,5.0152469740963035,2.0,3.5905924849887056,1.0197512925159384,Iris-versicolor
+56,4.63508939362697,3.5989318854138417,1.0000004310459325,0.21048597637875235,Iris-setosa
+57,5.060738532567768,3.5516684983829405,1.4126711903502427,0.20102611091539238,Iris-setosa
+58,5.512560974020033,3.0,4.491687078364324,1.4565264474633532,Iris-versicolor
+59,6.608599165930883,2.929962641781994,4.738638035901712,1.5703047714140266,Iris-versicolor
+60,6.6807902889034425,3.0149243582608056,4.561637982801903,1.4820469896013686,Iris-versicolor
+61,6.049082213965876,2.9007165470943392,4.616013003655579,1.4159749791306593,Iris-versicolor
+62,5.236873528776018,2.6392053689941233,3.825205332570758,1.3250747869939938,Iris-versicolor
+63,6.694216477808994,3.097417702328059,4.713671729119833,1.5045344268866112,Iris-versicolor
+64,4.7919191612023795,3.0,1.4014134230839275,0.3768593347126937,Iris-setosa
+65,5.68184983363828,3.7608626651561536,1.5987271452502125,0.33038198521870354,Iris-setosa
+66,5.626551131326596,2.361734915320662,3.9117023944560283,1.1425864612737016,Iris-versicolor
+67,4.605330432088075,3.633206415527147,1.0000005077995455,0.1991693970997176,Iris-setosa
+68,6.803694052284496,3.189421964634694,5.307864432146243,2.3024830722383247,Iris-virginica
+69,4.788895159732426,3.0,1.4073125752595002,0.39695681855251913,Iris-setosa
+70,6.19304585758129,2.7961453120289375,4.8132494224158116,1.7996564842515768,Iris-virginica
+71,5.243675976493175,3.5257261177153567,1.4042903564107865,0.2197827406384703,Iris-setosa
+72,6.1951357088700325,3.3842342932238414,5.496897115508947,2.3210241526313706,Iris-virginica
+73,5.798516565484313,3.164695655134492,4.744101887541335,1.691692227790219,Iris-versicolor
+74,4.99318618867837,2.0,3.530276898443284,1.0139243961018254,Iris-versicolor
+75,5.021412598903044,2.0000005563093386,3.5102664082962596,0.8456100423736278,Iris-versicolor
+76,4.835251191670751,3.0,1.4039071068303917,0.27304373998870546,Iris-setosa
+77,4.557705796815628,2.963521380755762,1.4043900535583678,0.23146745120601192,Iris-setosa
+78,6.526347308014866,3.0,5.7743922918441335,2.1970286561905716,Iris-virginica
+79,5.5378363433318665,3.0,4.431058882432974,1.4785458009687096,Iris-versicolor
+80,7.236895007009142,3.201917201968239,5.973220429828375,1.784631630476605,Iris-virginica
+81,5.414085623704768,3.0,4.4912241381395726,1.5029416994425153,Iris-versicolor
+82,5.948211905682801,2.180895423633888,4.976648587192516,1.4853690470842649,Iris-virginica
+83,5.876884611626789,3.199470543978168,4.817259851043665,1.7732200934512194,Iris-versicolor
+84,5.093663156340586,3.32330374048566,1.596414606528007,0.44433731589923875,Iris-setosa
+85,5.967122267531201,2.198668446162036,5.042501835085613,1.5178240477698492,Iris-virginica
+86,5.4039863294157415,3.0,4.42169559830003,1.4922250726832549,Iris-versicolor
+87,6.29863802157922,2.9235069762214994,4.749558829011219,1.4572143962508142,Iris-versicolor
+88,7.258557052140332,3.1533073742137065,6.143242401981829,1.8419806682277335,Iris-virginica
+89,7.682701539360939,2.9238897950010427,6.651226645631699,2.042099819768198,Iris-virginica
+90,4.399180772247406,3.2056436685645617,1.326965592482077,0.20337601815861983,Iris-setosa
+91,4.818637094046732,3.394316238132964,1.78501169240106,0.1993288866405154,Iris-setosa
+92,5.683299796894078,2.874339206701352,4.083695436950679,1.2376383195332263,Iris-versicolor
+93,6.834111747236967,3.0795148305117763,5.077756516426542,2.2853352282190973,Iris-virginica
+94,4.987155477689845,3.0,1.5880182210802993,0.20034940333747123,Iris-setosa
+95,4.866773063191002,3.528914826646911,1.5648636015358026,0.2008774709761069,Iris-setosa
+96,6.3560874125124025,2.6601193606015396,4.912265673516276,1.7863714210802126,Iris-virginica
+97,6.4789570248546475,2.7960045776785414,4.6166728197643225,1.4718234635495362,Iris-versicolor
+98,5.566271506481193,2.456240693653872,4.070785003440968,1.306483285123825,Iris-versicolor
+99,6.313493463115001,2.5250069495161345,4.999165896351443,1.8839741130794314,Iris-virginica
+100,5.792938824779997,2.818244246687187,5.180264306441714,2.4163309850725003,Iris-virginica
+101,6.125514193787158,2.6008882109336198,5.627186836703172,1.398117107902522,Iris-virginica
+102,5.5205163494143195,4.19999790348097,1.3924470306457524,0.20721903603123604,Iris-setosa
+103,7.712274400519675,2.78474701537958,6.720378437761088,2.00435904404959,Iris-virginica
+104,6.3876282530409805,3.2839684373964735,5.4306520630057165,2.3401349270648857,Iris-virginica
+105,6.286415445419086,3.306267740652359,5.945689030459038,2.4999997742306137,Iris-virginica
+106,5.479421476751664,3.0,4.519116537431449,1.5232207593734652,Iris-versicolor
+107,7.899998747227097,3.8144518270805374,6.389910133780459,2.049912028546864,Iris-virginica
+108,5.2626172925980095,2.7462183359142056,4.068447847864593,1.4256877045736338,Iris-versicolor
+109,5.203449507550798,2.524519080269127,3.6692029665976795,1.28092987337949,Iris-versicolor
+110,5.987536010605826,2.1787089216984117,4.999709016792071,1.502523236863336,Iris-virginica
+111,4.3928045701969065,3.2050783874264672,1.294860702051191,0.19870400253808596,Iris-setosa
+112,6.246317846676221,3.394996103360529,5.533419345369226,2.3734627011632976,Iris-virginica
+113,5.462462710242017,3.0,4.50493282397984,1.5036403199481263,Iris-versicolor
+114,5.8825748078704585,3.1885651845800256,4.8098714723524045,1.7804181907124157,Iris-versicolor
+115,5.342977765097552,3.395031803522582,1.5430659605023207,0.45496255032363664,Iris-setosa
+116,5.78778457531791,2.7072283039155756,5.0855049000211805,1.8827338834495235,Iris-virginica
+117,5.942646512219,2.9288614469135688,4.521977382939312,1.4260849083215958,Iris-versicolor
+118,6.897521952484262,3.202515978408843,5.8375378248879635,2.3062218336532383,Iris-virginica
+119,6.111326411408768,3.37045469476855,4.565541064956204,1.576699384648986,Iris-versicolor

iris/tab_ddpm/3_0/17/test.csv

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

iris/tab_ddpm/3_0/17/train.csv

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

iris/tab_ddpm/3_0/17/val.csv

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

iris/tab_ddpm/3_0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7923302102388483,6.373180490899304,2.0112039014634795,Iris-virginica
+1,4.606407736652664,3.1754878341640342,1.4009759514490532,0.1973841792689801,Iris-setosa
+2,5.2497860833877725,2.764101242751144,4.085622120429808,1.4137743993873286,Iris-versicolor
+3,6.713703913368645,3.0803731911824492,4.681272121705065,1.4676958564485325,Iris-versicolor
+4,5.245894019789432,2.502008825120217,3.543362010982488,1.1332959408742211,Iris-versicolor
+5,4.616014382099625,3.169532066013426,1.3718184140583058,0.20430442425791456,Iris-setosa
+6,5.671075242407651,3.8182710552101025,1.5940166049555784,0.27633856147361074,Iris-setosa
+7,4.3,3.0,1.1122568437284142,0.1,Iris-setosa
+8,4.616756382523205,3.622290219766427,1.00000043235308,0.1999696723245914,Iris-setosa
+9,7.716628547290046,2.5926402270424265,6.9,2.2930109764087607,Iris-virginica
+10,7.011198110533438,3.207001929282917,5.765156528678183,2.3007329782379133,Iris-virginica
+11,5.194287696803393,3.4035319159357575,1.4079154555425213,0.20742455580796695,Iris-setosa
+12,7.899998485056377,3.8023825032989897,6.3488945704003275,1.9870513860348276,Iris-virginica
+13,5.67264147216525,3.0,4.172657671071955,1.2494624946409665,Iris-versicolor
+14,6.0171718611813745,2.1898833998637306,4.14740144098457,1.154192160889365,Iris-versicolor
+15,5.815201555981463,2.7191192862482456,5.097792661514306,2.0579866759176393,Iris-virginica
+16,7.7026626151982,2.81883125942313,6.715711831264712,1.9572942111059302,Iris-virginica
+17,6.3639320901501915,2.8165829049100246,4.5058898188043806,1.4869607329068755,Iris-versicolor
+18,6.360888918319733,3.3715967637112247,5.543347798148721,2.3695606022717,Iris-virginica
+19,7.1009820461824695,3.1504455698285443,5.726037127269068,2.316461342242645,Iris-virginica
+20,6.017473836945458,2.207148090512905,4.997768172097522,1.5073975243342561,Iris-virginica
+21,6.290083086681575,3.401687685217649,5.544101398910339,2.3701955385542566,Iris-virginica
+22,6.3166809917993625,3.285055911169895,5.957556382259066,2.499999694771219,Iris-virginica
+23,5.435148727857333,3.900630194410448,1.292774860746544,0.3970484394306463,Iris-setosa
+24,5.500081957042424,2.464491085920492,3.7148662042330165,1.0242508879799732,Iris-versicolor
+25,6.646234805538134,3.0,4.445110046729827,1.422902303852731,Iris-versicolor
+26,5.0783216442654275,3.279633783612751,1.596859401838668,0.47590688834373085,Iris-setosa
+27,4.300000456018653,3.0,1.1024104351904596,0.1,Iris-setosa
+28,6.408411599941593,3.1111153597508783,5.416499157395798,2.257698795483184,Iris-virginica
+29,7.732097625656353,2.624690740539481,6.9,2.3149090336677016,Iris-virginica
+30,6.302946992829808,3.40464419061398,5.5455684833939785,2.378442029789392,Iris-virginica
+31,6.260020675948788,3.307134172668232,6.06629430607777,2.5,Iris-virginica
+32,5.926485334738114,3.2053314782985023,4.7877498048265785,1.7835265062495194,Iris-versicolor
+33,6.6136653764375675,2.805334087442801,4.691159988577329,1.4871985562419112,Iris-versicolor
+34,5.680873139963038,3.0,4.215600758334228,1.2067678722266157,Iris-versicolor
+35,5.536934512864663,2.505393189525704,3.9461479173200598,1.1597395033628801,Iris-versicolor
+36,6.271302639537906,3.3999360869665494,5.4919730531525595,2.374370394842689,Iris-virginica
+37,5.040773048959309,2.0000004838478533,3.6011302727113135,0.970369779607963,Iris-versicolor
+38,4.796481992787908,3.3999305110900613,1.8877125689357048,0.201876641587139,Iris-setosa
+39,5.346997130945955,2.9509507969538764,4.362139471297092,1.4521015920010856,Iris-versicolor
+40,4.6294275166270715,3.158853541672929,1.4746822414080667,0.2002515697389684,Iris-setosa
+41,6.3104965065641165,3.0,5.486153684661321,2.1955081007044837,Iris-virginica
+42,6.326461441214583,3.3916008501624115,5.574390855125067,2.382367504746495,Iris-virginica
+43,4.665564105994795,3.2421304278045224,1.4137643489298908,0.1971384898203729,Iris-setosa
+44,7.120016114593031,3.217973167168544,5.9230676238244016,1.822093446881307,Iris-virginica
+45,4.808308223566689,3.4019111151464734,1.7339698671231085,0.19982148097866498,Iris-setosa
+46,5.768335116628086,2.807491184912907,4.273469698475876,1.0625214254424884,Iris-versicolor
+47,4.3,3.0,1.0952421010396902,0.1,Iris-setosa
+48,4.597825825570682,3.121548968747751,1.4954188068012484,0.2008817109622236,Iris-setosa
+49,6.446267209981084,3.247615011639061,4.732853690995041,1.5856624061751285,Iris-versicolor
+50,6.214863738367853,2.21176179916803,4.514250337691172,1.4730085053339939,Iris-versicolor
+51,4.992938335247267,3.0,1.5944764868725894,0.19914480142527174,Iris-setosa
+52,5.022325887824887,3.4003686977775534,1.8309521849969252,0.42688518203845294,Iris-setosa
+53,4.63882564585857,3.603330974840939,1.0,0.20594727698850998,Iris-setosa
+54,4.953374075756699,2.0000004844016144,3.4996520658011856,1.0040728961579204,Iris-versicolor
+55,5.603413459611989,2.9368365840842867,3.6881817795627816,1.2977773783731497,Iris-versicolor
+56,6.832662182333975,2.7973267621294995,4.801928879677279,1.4016619141127031,Iris-versicolor
+57,5.695846559595573,2.9201695781867016,4.098052771042175,1.3109537314937494,Iris-versicolor
+58,4.6028492812912765,3.6741144336238016,1.0,0.19843904269925855,Iris-setosa
+59,4.998905503184958,3.685703281237639,1.419764921827373,0.19961322038822826,Iris-setosa
+60,6.7453337049377,3.0,4.938846888515726,1.5889830876391788,Iris-versicolor
+61,6.08237605384278,2.866428029336333,4.681583100321603,1.3308905482077846,Iris-versicolor
+62,5.236686682454336,3.40278303461306,1.4048116726308375,0.20025253561549625,Iris-setosa
+63,7.7133413836326845,2.60007521993782,6.8999989809879185,2.303623575081973,Iris-virginica
+64,6.0114278809258845,2.187942559531725,4.005690933549216,1.0097769264953966,Iris-versicolor
+65,4.3,3.0,1.1062552260945182,0.10000009655823593,Iris-setosa
+66,4.404977220409274,2.915517356149333,1.3960363041061323,0.20229918008748596,Iris-setosa
+67,6.603958289163038,3.0,4.443726179403786,1.4276684326809854,Iris-versicolor
+68,6.854612947348537,3.16938826440068,5.840915769102763,2.3024598856825826,Iris-virginica
+69,5.589773098471031,3.7829884482404124,1.522193607751194,0.3144332274293358,Iris-setosa
+70,6.350986520405805,2.6450483465760852,4.954478700858479,1.8059782880329815,Iris-virginica
+71,6.700062262935636,3.0,5.003236447837965,1.7108481698639821,Iris-versicolor
+72,6.64668624362498,2.496736738294982,5.810628955601883,1.7447586391251424,Iris-virginica
+73,6.436049347319231,2.8571639933659263,4.737483220511768,1.4263979159547395,Iris-versicolor
+74,5.786750049132883,2.7180059553903315,5.0927710972857,1.913174512227649,Iris-virginica
+75,7.6889710730095135,2.80982035721264,6.711189524994545,1.9801085997607637,Iris-virginica
+76,6.979850758133608,3.1926376846134996,5.754506004318215,2.282288859501731,Iris-virginica
+77,7.677878887751827,2.8693166320883368,6.678930333109328,2.05633596273705,Iris-virginica
+78,5.344507561838113,3.6588317081735644,1.3519051783252132,0.2722716608174521,Iris-setosa
+79,6.484609313025038,3.180401491285993,5.086892820883021,1.9683681421775954,Iris-virginica
+80,5.994847265876548,2.2156257716582113,4.0511913923896525,0.935682489658426,Iris-versicolor
+81,4.300000870387774,3.0,1.0860078243981026,0.10000011573781081,Iris-setosa
+82,6.37941397873206,3.1918233401206186,5.292782494603377,2.2840536052049245,Iris-virginica
+83,7.681506409164914,2.7876479518957757,6.738781716045311,2.0063605012784365,Iris-virginica
+84,5.460429329880656,2.5557289544707626,4.034537490811139,1.3174583144776317,Iris-versicolor
+85,4.918370349090568,2.0,3.58356399049047,0.9595905140152693,Iris-versicolor
+86,4.630289092462034,3.67773408155607,1.0,0.1936967556749365,Iris-setosa
+87,6.38051660140961,3.2058981639511157,5.2448731777946085,2.28613277315761,Iris-virginica
+88,6.434316445096519,3.267924754751693,5.438697456110436,2.260202796553562,Iris-virginica
+89,4.825483245807428,3.006162576015411,1.4564000050919943,0.1,Iris-setosa
+90,5.626019499876617,2.5311891913753164,3.8685990110280457,1.0714094629686595,Iris-versicolor
+91,5.778211412203137,2.707752876798782,4.135352888378134,1.058303849842998,Iris-versicolor
+92,4.3,3.0,1.1001963820040719,0.1,Iris-setosa
+93,4.613731353290555,3.11377169830813,1.489929814718663,0.19571851450130165,Iris-setosa
+94,5.672018217085175,2.956991650819325,4.236677546050178,1.3258707617960783,Iris-versicolor
+95,5.285563950167262,2.5268924265166306,3.668157428992595,1.1935098664210413,Iris-versicolor
+96,4.974019567484764,2.0,3.2361116029364663,0.8519935889257417,Iris-versicolor
+97,4.807266117468376,3.0,1.381306197185165,0.10000009063304352,Iris-setosa
+98,5.696547817426587,3.0,4.160207419017894,1.2024924075914156,Iris-versicolor
+99,4.376304665814959,2.8400214087743385,1.3688422522428465,0.19315858157835608,Iris-setosa
+100,4.86520858183066,3.0677259459245207,1.4557410715999195,0.10000010321056352,Iris-setosa
+101,6.002152113697783,2.2175262497138477,4.972560234544321,1.4939128984625416,Iris-virginica
+102,5.755975158754608,2.7815946527862496,5.085249277188882,2.3774073076260933,Iris-virginica
+103,7.6691244486033225,2.600125004243114,6.9,2.3120209400864735,Iris-virginica
+104,6.227235356597561,3.365799189767625,5.395075006904445,2.3231276739990436,Iris-virginica
+105,5.7800668107255975,2.6716910820737287,4.076078828056538,0.9435231720512094,Iris-versicolor
+106,5.658339181943767,2.976326012750946,4.083649940377969,1.2181067021036873,Iris-versicolor
+107,6.216784340931168,2.796745078772127,4.848440546704364,1.8341136532929816,Iris-virginica
+108,5.547998268926425,3.6326241626967173,1.5441944191731656,0.3736735213005536,Iris-setosa
+109,7.716972579292191,3.0,6.116534543790605,2.315048384511783,Iris-virginica
+110,4.300000454134865,3.0,1.0984700525263036,0.1,Iris-setosa
+111,6.091496355117668,2.5852656838370076,5.563358860340975,1.4083423409772426,Iris-virginica
+112,4.818549074337499,3.0,1.4050313648578885,0.1,Iris-setosa
+113,7.9,3.866141664955282,6.353153317447114,2.008242404111113,Iris-virginica
+114,6.299766028625234,3.2782684233266672,5.927090648118675,2.4999996560290723,Iris-virginica
+115,5.809366984499862,2.706748108750484,5.096895767237009,1.9042760652029787,Iris-virginica
+116,5.855449424521097,2.736765097255406,4.3188843783419495,1.0452942083952,Iris-versicolor
+117,4.554229805710551,3.127488533218391,1.4470366257490725,0.20194596889924216,Iris-setosa
+118,5.777394848362762,2.690689496348946,5.104712690870379,1.9116209226102923,Iris-virginica
+119,5.064032008286291,3.4709029189185943,1.394883947244869,0.19713998411361006,Iris-setosa

iris/tab_ddpm/3_0/18/test.csv

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

iris/tab_ddpm/3_0/18/train.csv

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

iris/tab_ddpm/3_0/18/val.csv

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

iris/tab_ddpm/3_0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.12546026003909,2.6002013219642093,5.579365777805941,1.403544432876119,Iris-virginica
+1,5.414450453857762,3.919810771258108,1.278089907515699,0.4096361603224522,Iris-setosa
+2,6.245242100569792,2.5468356759013373,5.625961924402985,1.485283305535488,Iris-virginica
+3,6.394194448872065,3.1827018754462832,5.290793730365394,2.2757424772307724,Iris-virginica
+4,6.263137929475477,3.4067184481337045,5.584112603574564,2.39608118495988,Iris-virginica
+5,6.862526348624977,3.1956152949495285,5.610138820270524,2.2726545809287892,Iris-virginica
+6,4.603598155998781,3.1061735743160552,1.5064014944659843,0.20245799022931793,Iris-setosa
+7,6.259306776023154,2.7913267411467286,4.8594583943987555,1.8039130387670796,Iris-virginica
+8,6.802027853005315,2.810289255606082,4.843513385161932,1.4147136368641442,Iris-versicolor
+9,7.703978340753772,2.801688908479191,6.719214477100589,1.9949016410379738,Iris-virginica
+10,4.866521007230015,3.024497562469428,1.4832079538069625,0.10000009125853453,Iris-setosa
+11,6.007844023161976,3.4017976443512157,4.461591840417158,1.595765739281113,Iris-versicolor
+12,5.818855845749549,2.8230493836121733,4.4865541489457454,1.3634340613446776,Iris-versicolor
+13,6.723651692552192,3.0,4.997831622990633,1.685216473201739,Iris-versicolor
+14,7.722254168216942,2.5951668967844475,6.9,2.313789585775917,Iris-virginica
+15,4.300000526115334,3.0,1.1007038980196453,0.10000010683954301,Iris-setosa
+16,6.274886264160291,2.878675307865669,4.618896398908451,1.4721546614781906,Iris-versicolor
+17,5.742848909008675,2.704734024881225,5.090109194932113,1.966581781012298,Iris-virginica
+18,6.5630269485003465,3.0,4.4341738820681185,1.401567623624027,Iris-versicolor
+19,5.837691183217602,2.6953129941252154,5.0853575444658965,1.8966723828048395,Iris-virginica
+20,5.770331953966462,2.719818761026321,5.11075937193021,1.9934694285111336,Iris-virginica
+21,6.08564779979012,2.5931924858378665,5.622270859519063,1.4092923514599138,Iris-virginica
+22,5.529575445960926,4.199998949282868,1.4107067295412017,0.20100526988244458,Iris-setosa
+23,4.611677401142325,3.1895569194651485,1.4062223111438583,0.1978320101856434,Iris-setosa
+24,7.678872482370624,2.8397882821958187,6.707058735048707,1.9756922236070222,Iris-virginica
+25,6.407083441586527,2.5206157806361,5.0952428244280865,1.7931235406863844,Iris-virginica
+26,5.799622381377061,2.809892319591088,5.0907441666354245,2.404209444699406,Iris-virginica
+27,5.7372314715803245,2.9071847948695924,4.227658804656353,1.2297161911641972,Iris-versicolor
+28,5.833094902988442,2.717767052847038,4.051271467713279,1.0302511944026362,Iris-versicolor
+29,6.292435970343016,3.315929758319607,6.037303614761791,2.5,Iris-virginica
+30,6.200687397834138,3.4041101541906533,5.458577353519634,2.3792692843746375,Iris-virginica
+31,7.648243465461481,2.6092372193181546,6.899998913478354,2.274504406493856,Iris-virginica
+32,6.297158364502629,2.51571857894076,4.983936280912411,1.8910773152561013,Iris-virginica
+33,4.5980704984162255,3.610926336470434,1.0,0.200579354687752,Iris-setosa
+34,6.30326344001626,3.4013589452147914,5.594423419982179,2.3972496430575716,Iris-virginica
+35,4.981859122438233,2.0,3.1456776739425454,0.9017322023032595,Iris-versicolor
+36,6.727164545047616,3.1744519576703314,5.542390011750233,2.3105381691990923,Iris-virginica
+37,5.043661091195745,3.548644631812734,1.401107696633927,0.20151056172652065,Iris-setosa
+38,6.319906268077521,3.297077544042001,6.029559886718426,2.5,Iris-virginica
+39,5.685159459917077,3.761263237299227,1.5921464242074463,0.2760507723705923,Iris-setosa
+40,5.380087628047573,2.718364543648217,4.1923210546260705,1.4021824272496188,Iris-versicolor
+41,7.690679364639261,2.5848352210243672,6.9,2.3029825475152337,Iris-virginica
+42,4.601465677054216,3.1741824552295137,1.4195342292736304,0.2011296988202361,Iris-setosa
+43,5.8069056236240835,3.1274725004039388,4.699600698852849,1.6627028506131358,Iris-versicolor
+44,5.711639433540955,3.0268459143376276,4.610532098871014,1.5736410033332198,Iris-versicolor
+45,4.300000501464912,3.0,1.1075029699100747,0.10000009531146041,Iris-setosa
+46,5.107708482021393,3.3006397918706565,1.8629698587270378,0.4459299321292557,Iris-setosa
+47,5.215872453610529,3.4071833484661087,1.4015869207962035,0.197710240425986,Iris-setosa
+48,4.620193761761399,3.165288050098795,1.443298917164093,0.20195811078774534,Iris-setosa
+49,5.795265222375693,2.8334066277909438,4.126449518849966,1.1419391139610613,Iris-versicolor
+50,6.3079464947792605,3.3129802403563975,5.9465967551303125,2.5,Iris-virginica
+51,6.857309656801698,3.0132111140548403,5.14968004033064,2.2515734803170258,Iris-virginica
+52,5.301490226576417,3.365753223667648,1.5500049429211675,0.5253938592490601,Iris-setosa
+53,5.53608758491784,3.0,4.462202059641056,1.4714737621458127,Iris-versicolor
+54,6.773614115145651,2.818568077504602,4.857789902073413,1.4595657036554341,Iris-versicolor
+55,6.018652184040867,2.23431808417977,5.0141718445710115,1.499639980151191,Iris-virginica
+56,4.420360282523772,3.072828055622704,1.3391538876752653,0.20043030773181233,Iris-setosa
+57,5.860651836074854,2.8896749943508357,4.539882442397963,1.404747956625106,Iris-versicolor
+58,5.522109563579365,2.5072299715231234,4.050996203179441,1.3351180585158335,Iris-versicolor
+59,4.779783491956192,3.390188221208438,1.9542897666006198,0.1965029745107141,Iris-setosa
+60,6.387539268435479,2.9183703944694543,4.42628531721763,1.3569149207971423,Iris-versicolor
+61,6.349715345695094,3.301013569126773,6.09171696317101,2.5,Iris-virginica
+62,6.183170846545104,3.34368520682297,4.669205035568382,1.6052672323448804,Iris-versicolor
+63,5.1220458648132245,3.4084056908437033,1.3958902791968675,0.19902762521224976,Iris-setosa
+64,6.759823311264704,3.1102996673362657,5.942470646538972,2.2712448801204728,Iris-virginica
+65,7.9,3.7110455996633527,6.407451006999373,2.0235713083633686,Iris-virginica
+66,4.97632553497322,2.0,3.342775645884572,0.8771811018166774,Iris-versicolor
+67,5.082207359315392,3.409790740433405,1.4029781435524182,0.19984111649253278,Iris-setosa
+68,6.502911371492962,3.0,4.946721762169406,1.754779383682174,Iris-versicolor
+69,5.9877925575776425,2.8930113114743983,4.626261040180994,1.4300211200803656,Iris-versicolor
+70,6.4806155474561375,3.190089322645345,5.226461596515251,2.290405803432272,Iris-virginica
+71,6.291966215673334,2.4611844142403765,4.991241375896352,1.8999752827995158,Iris-virginica
+72,5.994394922074524,3.404098902869732,4.523847358978272,1.5984998311712844,Iris-versicolor
+73,7.660546297978767,3.0,6.661683616008893,2.088163709459947,Iris-virginica
+74,6.709277931974524,2.4966514687135613,5.7388907054225635,1.7992813976115336,Iris-virginica
+75,5.193868187881114,2.5206510254614924,3.413813179578353,1.1685991977932377,Iris-versicolor
+76,5.703201662311707,3.0,4.226220441691554,1.2306541836540918,Iris-versicolor
+77,7.3361550268158,3.052390417221503,6.240433836840468,1.9129677377124747,Iris-virginica
+78,5.5990207899354925,3.0,4.29577523014534,1.3491141970851808,Iris-versicolor
+79,5.717766944166845,2.8540204342810624,4.276066833544113,1.2824385602537578,Iris-versicolor
+80,7.899998678146817,3.789631843966562,6.356299410078399,1.9905489389813693,Iris-virginica
+81,6.396356493771205,3.271282813482128,4.721633342008796,1.5909362244133551,Iris-versicolor
+82,4.811749419247457,3.0,1.4202112787194987,0.10000009419383642,Iris-setosa
+83,5.03789135392572,2.495657654859747,2.7172346565619883,1.0802469101500418,Iris-versicolor
+84,5.800800192334783,2.8729035304685047,4.547271305918168,1.349934430625711,Iris-versicolor
+85,4.609864945395683,3.616042548522161,1.000000379438131,0.201198370398933,Iris-setosa
+86,4.901438966644195,3.5801563743217386,1.812533447312322,0.20196451128168097,Iris-setosa
+87,5.824387916287477,2.822379513206358,5.143267995126747,2.412386823986481,Iris-virginica
+88,5.8992068651615055,3.0,4.518840716691981,1.561546731750106,Iris-versicolor
+89,5.653218429939101,2.4783846374740346,3.924727612705781,1.0477289380316384,Iris-versicolor
+90,6.3224448590509885,3.400260397449709,5.603177614337373,2.4047609115948982,Iris-virginica
+91,4.3,3.0,1.1019306238503677,0.10000011828125063,Iris-setosa
+92,5.50564907668848,3.0,4.5126346875289745,1.4833151356757117,Iris-versicolor
+93,5.556002511174058,2.4661776993051676,4.004377902493103,1.258872075513474,Iris-versicolor
+94,6.315367261043482,3.4047997228163775,5.569419240285805,2.400534085972014,Iris-virginica
+95,4.988814526080186,2.000000627247564,3.240597311731997,0.9548390822500115,Iris-versicolor
+96,5.75243564556973,2.709259761615188,5.100450816746906,1.893156579653989,Iris-virginica
+97,4.3,3.0,1.0987387340327273,0.1,Iris-setosa
+98,5.993534731340095,2.2059129863241114,3.964980956992997,1.015603927245223,Iris-versicolor
+99,4.8110558488377935,3.0,1.433381959648386,0.1,Iris-setosa
+100,5.074775113267387,3.56388430274871,1.3886101793031975,0.1994286191869884,Iris-setosa
+101,5.250742617691905,2.747164569772553,4.035091839653943,1.4372749640174158,Iris-versicolor
+102,5.095829857440296,3.847457960015296,1.8067115722533929,0.20206398308003587,Iris-setosa
+103,6.036099886147149,2.345010245802991,5.090854885792558,1.4647353337087867,Iris-virginica
+104,5.569566344623449,4.2,1.4003557004510425,0.20595199475775255,Iris-setosa
+105,5.980371855627714,3.4059473126418385,4.440880526985,1.5969428495382356,Iris-versicolor
+106,4.4108634825175015,3.1984274223805924,1.3121993474154712,0.20087336467830896,Iris-setosa
+107,7.586943212793783,3.0,6.596387117468602,2.079301299056409,Iris-virginica
+108,6.1047864039287,2.593279255689179,5.598663022660037,1.4068127984935686,Iris-virginica
+109,5.4359053226175655,2.4577443616373054,3.6802258090965583,1.0855233400694295,Iris-versicolor
+110,4.300000734538288,3.0,1.0941145291694157,0.10000010667963398,Iris-setosa
+111,4.788178460876026,3.399261473117121,1.6730572235014434,0.1992260028079652,Iris-setosa
+112,7.082599686112722,3.1166430117123562,6.213707892685095,2.2427728389400667,Iris-virginica
+113,6.12986188714916,2.1899599211467238,4.283545509370744,1.3045286971076369,Iris-versicolor
+114,5.008109629109353,3.613972547415684,1.399825660047511,0.20045957302968698,Iris-setosa
+115,7.9,3.775222464524766,6.427200164766028,2.008565011177763,Iris-virginica
+116,6.679129187747287,3.064211140887113,5.91785190681406,2.2612328546122162,Iris-virginica
+117,7.6899809060461735,2.7870004103936137,6.699660367023646,1.980225588434561,Iris-virginica
+118,4.437790498795018,3.199997411679883,1.3323371086803044,0.198243410514799,Iris-setosa
+119,4.785770531507227,3.0,1.4019980074282254,0.27645457773953686,Iris-setosa

iris/tab_ddpm/3_0/19/test.csv

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

iris/tab_ddpm/3_0/19/train.csv

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

iris/tab_ddpm/3_0/19/val.csv

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

iris/tab_ddpm/3_0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.023667302177967,2.24938022135875,4.993106641573089,1.52616845976249,Iris-virginica
+1,4.595160976877778,3.684432158481302,1.0,0.2035235556376996,Iris-setosa
+2,6.141970852141872,2.5996174071097666,5.612276306842821,1.4126029846642714,Iris-virginica
+3,6.90885627875389,2.7945024372036134,4.809969754796942,1.3891741888016982,Iris-versicolor
+4,6.254971152393964,3.3995766229438202,5.621775532794168,2.361206773637468,Iris-virginica
+5,6.65860856259637,3.1779950159078156,4.73494131965618,1.5347322992548533,Iris-versicolor
+6,4.992278097548288,3.0,1.5960569365214656,0.19724026634138947,Iris-setosa
+7,4.792580538979102,3.390360175031887,1.5939624509331498,0.1952669387291919,Iris-setosa
+8,6.299282916118723,3.2874404456651893,5.973270638292604,2.499999760546058,Iris-virginica
+9,5.969402719325276,2.9377761084639498,4.604404265684366,1.486711310795144,Iris-versicolor
+10,5.556714131621256,4.199998400028434,1.413753246665098,0.2075565682529505,Iris-setosa
+11,6.764773251691024,3.205647373174922,5.444247697857456,2.082665351671086,Iris-virginica
+12,5.668769248971945,2.9780506296691374,3.8089079686408613,1.2909830592892655,Iris-versicolor
+13,6.5367127937572675,3.187017545752741,5.103584942889183,2.00852723822757,Iris-virginica
+14,6.473851435261013,3.1526263279891995,5.2383164515507525,2.2886014736258145,Iris-virginica
+15,5.704145154391373,2.8861446537936373,4.213408073309912,1.3106121682086176,Iris-versicolor
+16,6.078821790742518,2.580617857247916,5.590371538800192,1.3994817675220972,Iris-virginica
+17,5.227087399422151,3.403344768187932,1.4004602691422763,0.1989544847632828,Iris-setosa
+18,7.730028186539603,2.609321556751964,6.9,2.305460913322491,Iris-virginica
+19,5.482057845436499,4.199996642379597,1.4011785389263418,0.2071321283478975,Iris-setosa
+20,7.741209951475601,2.6008634263586448,6.9,2.303697312408979,Iris-virginica
+21,5.823277982673177,2.7160175957264783,5.0594052804229,1.9051146805733792,Iris-virginica
+22,6.016309915314212,2.1974684361133763,4.990086884946061,1.522055864980599,Iris-virginica
+23,6.292447841063926,3.391732680059858,5.578767748826965,2.404439860329111,Iris-virginica
+24,5.657415246277548,2.8126841987289177,3.866274855930343,1.1853825375978004,Iris-versicolor
+25,4.84061669986952,3.4752199904428043,1.885701492536792,0.20817251900867875,Iris-setosa
+26,7.697655454869524,2.8560689687210465,6.6781524067868,2.0661031070161155,Iris-virginica
+27,4.3,3.0,1.1152863297386142,0.1,Iris-setosa
+28,4.811830630341469,3.4013064299441518,1.8023868829471632,0.20352719841381472,Iris-setosa
+29,5.490992576619957,3.0,4.505050191344248,1.4953937401904183,Iris-versicolor
+30,4.481138025590475,3.215409154412978,1.3351981066787442,0.18845400805133342,Iris-setosa
+31,4.3964194965848655,3.195512319992928,1.2842308874360278,0.2011911706347755,Iris-setosa
+32,6.002425824923907,2.2008409031864113,4.023628495463985,0.9446628608686934,Iris-versicolor
+33,5.167032421899599,2.6983613914960243,3.872670148163125,1.3945343311582004,Iris-versicolor
+34,7.708875574914106,2.5749357693625954,6.9,2.295231078064701,Iris-virginica
+35,5.701910604944899,3.0,4.006752239902199,1.2899241498043066,Iris-versicolor
+36,5.395019060360939,2.4407944966569852,3.618079516634821,1.0399999439176493,Iris-versicolor
+37,7.899998989558634,3.8099202053866463,6.374019559577455,2.0179796987055454,Iris-virginica
+38,6.696244638264611,3.0920922123959262,4.648387413634321,1.4675116496107672,Iris-versicolor
+39,5.090823599825395,3.3523773193684328,1.5908570664605666,0.4346836041435481,Iris-setosa
+40,5.556931224795965,3.0,4.473923424884556,1.478002520148276,Iris-versicolor
+41,5.50557525996098,4.2,1.4111450732609505,0.19879062197796452,Iris-setosa
+42,7.683249448794294,3.0,6.065475259050318,2.278105998898196,Iris-virginica
+43,6.631582891845217,3.1519374645796767,4.722726773846641,1.517096402598934,Iris-versicolor
+44,5.629232746057845,2.866295717005312,3.743651756787913,1.2894953510890368,Iris-versicolor
+45,4.996155938051113,2.0000004787799615,3.5805803174982627,1.0372039485355578,Iris-versicolor
+46,6.06213078162703,2.8601958355041806,4.630326776169778,1.4512807634764917,Iris-versicolor
+47,6.042544479535434,3.3937399297941053,4.532839291037502,1.6270693785447574,Iris-versicolor
+48,6.283092823706568,3.395651728178664,5.6184311853644715,2.388106755431478,Iris-virginica
+49,4.77914391137291,3.0,1.40729349488698,0.28677490611785617,Iris-setosa
+50,5.730243272166454,2.8365474795676073,4.1029375199552955,1.3206067532941623,Iris-versicolor
+51,5.397513940377088,3.899792761934209,1.2778602556342125,0.3363904014765563,Iris-setosa
+52,4.793542354483262,3.4094640162979197,1.7136257416395277,0.2004895465394252,Iris-setosa
+53,5.973964056393749,2.9185194848432925,4.532070460343937,1.4934621533363228,Iris-versicolor
+54,5.033248046471401,3.0,1.5863503645277368,0.19696925973117385,Iris-setosa
+55,6.498642632618186,3.0,5.800075244610992,2.2098984962844646,Iris-virginica
+56,5.201062331171306,3.327653570585416,1.5808879481808709,0.4093868855992032,Iris-setosa
+57,5.786398951043798,2.7011080657534268,4.166835623619421,1.055128135210912,Iris-versicolor
+58,5.210702259767577,2.714887675227015,3.912769988598395,1.4121673051828783,Iris-versicolor
+59,6.762496589360834,3.2385369688520975,5.789214498665163,2.3207390123515044,Iris-virginica
+60,6.77438693593313,3.159940717616599,5.957936946311863,2.2777582553501574,Iris-virginica
+61,5.699296466256275,3.0,4.542690790129282,1.5301333159618065,Iris-versicolor
+62,6.349486292688648,3.2858745099422264,4.7049356818795545,1.5885974530232205,Iris-versicolor
+63,6.710784106622638,3.0,5.000521876243534,1.688451958659445,Iris-versicolor
+64,4.300000868566778,3.0,1.1109795212627995,0.10000018235715888,Iris-setosa
+65,4.766774507220449,3.0,1.4029479842654222,0.28703437968590656,Iris-setosa
+66,5.476194497787875,3.0,4.488980632632677,1.473930645969003,Iris-versicolor
+67,4.974099391773221,2.0,3.5905920163843117,1.0733276590780203,Iris-versicolor
+68,5.918773733183846,3.2071009219359814,4.815802127756983,1.7639943217675926,Iris-versicolor
+69,6.804757397849212,3.207570947228634,5.644194716889157,2.3117945395502706,Iris-virginica
+70,4.3,3.0,1.096350894855632,0.1,Iris-setosa
+71,5.9984942466964615,3.3963086531740014,4.475328109026602,1.6071937041140567,Iris-versicolor
+72,6.276387790241224,2.739463619991211,4.850423890911335,1.797433331532362,Iris-virginica
+73,5.349744623537463,2.7192369288377747,3.596310599224788,1.3377417048903706,Iris-versicolor
+74,6.620590590557276,3.1698755918683816,5.06397732047773,2.1810455992834386,Iris-virginica
+75,5.784210733427909,2.6808824576947115,5.11069433006932,1.9040393799178983,Iris-virginica
+76,5.122043479135408,2.601080055455952,3.678713200210851,1.3134366056070563,Iris-versicolor
+77,5.561989149244126,2.7482666969250817,3.581460742340315,1.232553210720642,Iris-versicolor
+78,4.3,3.0,1.0959999225008559,0.1,Iris-setosa
+79,6.285131716025413,2.5196995103326842,4.998561845529121,1.8643251766238353,Iris-virginica
+80,5.1026514556009515,2.524140042933422,3.0260212539061837,1.1294314712357474,Iris-versicolor
+81,6.675685752495062,3.0,5.00364463713421,1.6915708009077073,Iris-versicolor
+82,4.403754007959693,2.9122395476550382,1.3990003478206716,0.20245011252856476,Iris-setosa
+83,5.994883164500897,2.194328391792423,4.005011751414684,1.020445658795401,Iris-versicolor
+84,4.417791878321881,3.1849333785746947,1.2864639367849442,0.1995452415961877,Iris-setosa
+85,6.424145393293341,3.0237539662172352,5.541657595701583,2.270365846476789,Iris-virginica
+86,5.377902138014371,3.0,4.496943604508369,1.5093534672061746,Iris-versicolor
+87,5.2036748925155,2.659502848138546,3.863550611474661,1.3804152178822395,Iris-versicolor
+88,6.855974278189595,2.7942502407632763,4.7998968833300335,1.399197652495069,Iris-versicolor
+89,6.849799259165896,3.1988203631170578,5.6783224655453655,2.0390235274365796,Iris-virginica
+90,5.422678856930921,2.564535140952055,3.703933110111361,1.1708008604350308,Iris-versicolor
+91,5.272943376739915,2.4996350011306787,3.669196806812743,1.1816000905897435,Iris-versicolor
+92,5.224919721412192,3.3982235314612375,1.3905617870633336,0.20218928385020318,Iris-setosa
+93,5.842927873637308,2.806076752682036,4.571228271541993,1.251131261932817,Iris-versicolor
+94,6.782660468812427,2.8276065397400103,4.74359680775563,1.4075860096155726,Iris-versicolor
+95,6.701303613738533,3.0,4.948586011126802,1.6690201891746386,Iris-versicolor
+96,6.669279789376022,3.0,4.959256744743465,1.6932920093739845,Iris-versicolor
+97,6.272229242529797,2.664949488492356,4.938291006197718,1.7943811716591924,Iris-virginica
+98,4.590439253381492,3.6172742113851686,1.0,0.18547358629079708,Iris-setosa
+99,5.5484617914692675,2.4576147458777147,3.8615905617545905,1.1364668742319914,Iris-versicolor
+100,5.876737347177646,2.9049884012923237,4.480290889564959,1.420945869510407,Iris-versicolor
+101,5.584862230238521,2.5019561695008585,3.9984802910990727,1.1294004786145846,Iris-versicolor
+102,5.434228106682906,3.0,4.505892873763851,1.5006246524666116,Iris-versicolor
+103,6.680002829227546,3.023861859766449,4.589640476202433,1.4464274765689706,Iris-versicolor
+104,5.774820665778789,2.7862112907870054,4.436442129472106,1.1913513453598459,Iris-versicolor
+105,5.760305377524724,2.831409332066764,5.108200593483236,2.4122867760054714,Iris-virginica
+106,4.300000602049873,3.0,1.1034675233945923,0.10000009605659947,Iris-setosa
+107,4.814454930029316,3.410776022220106,1.5987700624263392,0.20057936395196463,Iris-setosa
+108,5.767798683288584,2.6760888793845887,3.947556813583209,1.0882782842978798,Iris-versicolor
+109,5.305509548783406,3.381365877905745,1.5406445088422316,0.46902230569946857,Iris-setosa
+110,5.700394771063652,3.798070530404472,1.5981908748120157,0.303960825023323,Iris-setosa
+111,7.712671653205718,2.600248349962627,6.9,2.299686685704346,Iris-virginica
+112,6.031750339905407,2.92356014361934,4.538190969475988,1.4931726968852792,Iris-versicolor
+113,5.579408579588199,2.6768101704727574,4.309915325338318,1.3420413521203238,Iris-versicolor
+114,4.785819818501878,3.0,1.4056189558353585,0.36271619481212547,Iris-setosa
+115,4.3,3.0,1.1024380494890245,0.1,Iris-setosa
+116,5.208803380428908,3.4076109643146504,1.401626395028715,0.20292868012992765,Iris-setosa
+117,6.630793781972437,2.512806951530515,5.6133903066988715,1.7562166419846812,Iris-virginica
+118,6.073143923083459,2.6021074975264478,5.567200655413172,1.411842168640292,Iris-virginica
+119,5.085855203512957,3.7088936907417622,1.5535209566416137,0.20095229291114464,Iris-setosa

iris/tab_ddpm/3_0/2/test.csv

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