a

iris/tab_ddpm/2_1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.69999894161648,2.8946968459655715,6.699998459172206,1.9880700337125081,Iris-virginica
+1,6.121424615956212,2.681354274827519,5.256710605162076,1.630714662475031,Iris-virginica
+2,6.141807796574639,2.6126327880774065,4.989373533924543,1.5521272365843506,Iris-versicolor
+3,5.832803117690737,2.7169746214327586,5.098618284125575,2.096159701933418,Iris-virginica
+4,5.399119339530571,2.9876468739188833,4.493355606121136,1.4901955100384814,Iris-versicolor
+5,5.786764157651748,2.7065116575774737,5.070541806096714,1.8906042942902024,Iris-virginica
+6,5.079712660198938,3.5990705652006185,1.428776296174874,0.2,Iris-setosa
+7,5.055409976181393,3.2883248049087483,1.2431254403299203,0.2,Iris-setosa
+8,6.667738007055799,3.014508816584123,4.405187374491381,1.4016889314887484,Iris-versicolor
+9,5.038670753212389,3.474720255640349,1.35298950638367,0.28680383084901084,Iris-setosa
+10,5.332349378937835,2.986470577664872,4.457016711911435,1.5029351018293085,Iris-versicolor
+11,5.503950157174281,4.203422823311091,1.4020016639486075,0.2,Iris-setosa
+12,5.092923321943729,3.317242296912874,1.6748609307947446,0.32693029186489353,Iris-setosa
+13,5.162031416814025,2.500829598078266,3.376044299399557,1.0909573151769592,Iris-versicolor
+14,5.471240300056094,2.397672595935615,3.293144042687138,0.9857219925178974,Iris-versicolor
+15,6.561494218945881,3.123007888238736,4.498847885921349,1.4494573586800443,Iris-versicolor
+16,5.481265658046709,2.5651235340421046,4.181364160517627,1.2590097961752795,Iris-versicolor
+17,5.738501344534866,4.4,1.5398149216204244,0.3856987692390707,Iris-setosa
+18,4.99548641820889,2.428902992134338,3.1882382067778456,1.010851358223423,Iris-versicolor
+19,6.913832964107717,3.0317698947314575,5.572549667416641,2.1670098700800704,Iris-virginica
+20,5.0442777000308645,3.47329419528588,1.3013325716701498,0.2927125652082533,Iris-setosa
+21,5.245219088423612,2.700154600283135,3.9086299321745477,1.395936061539116,Iris-versicolor
+22,4.95445942545699,3.522668573705725,1.3189122276008876,0.2919985689495309,Iris-setosa
+23,5.365331587243406,2.4425415213906456,3.5556682414338026,1.1215769769409252,Iris-versicolor
+24,5.25390981554601,3.4359640789180914,1.559456909913408,0.2,Iris-setosa
+25,5.772968002034765,3.0924597906356746,4.687832311215187,1.6308276807557085,Iris-versicolor
+26,5.7391937943011175,3.082922117347729,4.596321924857971,1.5769862973472892,Iris-versicolor
+27,5.998866909014358,2.9903674214154936,4.948313721093726,1.7942672603818624,Iris-virginica
+28,7.699998476209426,2.8034648459856264,6.69999846873343,2.049222937785718,Iris-virginica
+29,5.206357827595901,3.425206124977629,1.5291224317970062,0.2,Iris-setosa
+30,6.445204457414607,2.9358673698921782,5.532153262147456,1.8421327241740428,Iris-virginica
+31,5.6316615686755656,2.5769493198996134,4.324083884080846,1.2727860738009276,Iris-versicolor
+32,4.92815361346892,3.092664939211042,1.2513319859379317,0.2,Iris-setosa
+33,5.194955055004063,3.470688444463081,1.5201678203088422,0.2,Iris-setosa
+34,5.773945312061078,2.3780748680686092,4.124463251392389,1.002074948699021,Iris-versicolor
+35,6.317965576240614,2.8303141976151087,5.129180607033566,1.5118861110525736,Iris-virginica
+36,6.657340899999991,2.9571909973196835,4.905470173021283,1.5515502987875796,Iris-versicolor
+37,6.673286400034854,3.0414635815571907,4.5322628092482695,1.4231718047882291,Iris-versicolor
+38,6.375563176102412,3.0740743718589685,5.433258714042861,1.7942623956403225,Iris-virginica
+39,5.103404364895994,3.8637199978258376,1.6521015598570679,0.4309674606848574,Iris-setosa
+40,4.749893951193553,3.4711472897225626,1.380520112654968,0.3155172183771463,Iris-setosa
+41,5.284178930313245,3.3908419082023693,1.6410274263007214,0.2,Iris-setosa
+42,6.89868992211892,3.0199246693692015,5.555489542632526,2.16163492943343,Iris-virginica
+43,5.509539985056287,4.215883446708267,1.3837890691974224,0.2,Iris-setosa
+44,6.110491932763986,3.3016457427861132,4.52512535298844,1.5689551260399721,Iris-versicolor
+45,6.059806473343863,2.916559348772426,4.432563495904751,1.3298359215202313,Iris-versicolor
+46,6.282868973913055,2.7092141816929782,4.915892095306358,1.7804769854422269,Iris-virginica
+47,4.703934789764004,3.4335956052781875,1.3358649732517043,0.3036277354289536,Iris-setosa
+48,6.099891238047873,2.9519850179647915,4.936837698637327,1.7841841217423244,Iris-virginica
+49,6.414328977763321,3.1128766597474704,5.494107827411525,1.789404065769345,Iris-virginica
+50,7.69999864848156,2.734923127531617,6.7,1.9982090688179555,Iris-virginica
+51,4.806188524294307,3.444435409245232,1.401708917198839,0.30300702581133887,Iris-setosa
+52,4.400000527445013,3.1832376214104525,1.3042295734877192,0.2,Iris-setosa
+53,6.298346484646075,3.3846761547949065,5.593428125559025,2.3908390501958725,Iris-virginica
+54,7.206578450155346,2.925731106725952,6.211475768559667,1.8169304787611167,Iris-virginica
+55,4.4,3.213590065836827,1.31693520575636,0.2,Iris-setosa
+56,4.850323989639673,2.388182071000096,3.3624911454998756,0.9952813200155854,Iris-versicolor
+57,6.91697839894463,3.218393950445771,5.701660533639688,2.2320359329913115,Iris-virginica
+58,5.110302216801652,3.5838816246447753,1.4296478368247654,0.3744029285973573,Iris-setosa
+59,5.430650661522922,2.926736600341296,4.404331355216011,1.4586381888679596,Iris-versicolor
+60,5.000336503960749,2.4370399683922765,2.96398010413958,1.1414266722569189,Iris-versicolor
+61,5.152290893464007,3.4667947452592234,1.514353525411338,0.2,Iris-setosa
+62,5.112451809843077,3.342306758159657,1.695896516948376,0.44990707511406625,Iris-setosa
+63,7.7,2.824910222097843,6.7,2.017837183072329,Iris-virginica
+64,5.943110729498253,2.9139241308745034,4.242710023609268,1.3750650647084668,Iris-versicolor
+65,4.762791524781144,3.387367461718603,1.5668808705477582,0.2,Iris-setosa
+66,5.413484384429107,2.4191256781116555,3.6929332039544165,1.051105529588455,Iris-versicolor
+67,6.306608264120323,3.408737405417311,5.588903013555667,2.3972556019347557,Iris-virginica
+68,4.498482316723026,2.300988975031753,1.2998578174633446,0.30859287105123745,Iris-setosa
+69,6.29445572434195,2.473763857476741,5.00659369297868,1.90543458079923,Iris-virginica
+70,6.3633972947506,3.104498448170469,5.5181540003035945,1.823729702756261,Iris-virginica
+71,6.681324775612152,3.3101730317516367,5.670257419880435,2.148051054990367,Iris-virginica
+72,5.870141701545823,3.205751323336967,4.8313897054927155,1.8244312413594639,Iris-versicolor
+73,6.333077678913149,2.780298259038167,5.0972790220841695,1.483488376915507,Iris-virginica
+74,4.598021266806914,3.579696711022753,1.000000646527479,0.2,Iris-setosa
+75,4.925921615823275,3.456066453281281,1.280504982112101,0.28760603989334377,Iris-setosa
+76,5.196250945990241,3.4721933154116975,1.435497283521916,0.2,Iris-setosa
+77,4.4863904654845985,2.2913290673878426,1.2840511279989948,0.2966346504393039,Iris-setosa
+78,5.466761624962541,2.3934048769902962,3.783878952278415,0.9250056694029586,Iris-versicolor
+79,5.095492027918279,3.3230492572304864,1.6928030481546987,0.5053710903984336,Iris-setosa
+80,4.844544817375233,2.923623080306685,1.4109734655875321,0.2,Iris-setosa
+81,5.927858404577862,3.3342959449248752,4.660530773580602,1.733898599351281,Iris-versicolor
+82,4.884695739974285,2.988531616266195,1.4060231457097425,0.2,Iris-setosa
+83,5.106494156662155,3.3798181808695635,1.4149152234284914,0.2,Iris-setosa
+84,5.928325800951805,3.157586310018712,4.749627103047289,1.7339736667856427,Iris-versicolor
+85,5.710628203924874,3.0554752659190534,4.288995156597071,1.385905843891113,Iris-versicolor
+86,5.115837784506301,2.494840590136189,3.0248159332166473,1.1335754861219964,Iris-versicolor
+87,6.024624568602603,2.6847050991425783,5.1075746344197235,1.6146789958522754,Iris-versicolor
+88,6.694693644871234,3.0916612736557387,4.457872841769581,1.4128203621789661,Iris-versicolor
+89,5.447668260552411,3.440609573180827,2.190371641348359,0.2,Iris-setosa
+90,6.0664380395623025,3.3281486926541226,4.505835263800281,1.5635298303139855,Iris-versicolor
+91,5.894416335556299,2.9812552262099636,5.088930959170892,1.810005359224325,Iris-virginica
+92,7.0026074016199065,3.0319256658362597,5.795910464053202,2.1419006614514884,Iris-virginica
+93,5.271689321096819,3.4013591104232943,1.6658503179748185,0.2,Iris-setosa
+94,6.374877115842292,2.9903953308679965,5.543276376301908,1.774402070883637,Iris-virginica
+95,4.400000691734405,2.9764713805504015,1.3679137943881086,0.2,Iris-setosa
+96,4.500983929661476,2.297768930012455,1.3154406467866935,0.30109912566326147,Iris-setosa
+97,4.961035943633856,3.5637612989315386,1.3846171170649897,0.2,Iris-setosa
+98,6.145641134172122,2.9714752270154206,4.524397183518211,1.3780507473082044,Iris-versicolor
+99,6.112024906145162,2.7757472619192978,5.044952263502469,1.5870189254669458,Iris-versicolor
+100,5.081214624314525,3.782382744897976,1.5823348229109504,0.45851685554290916,Iris-setosa
+101,5.773378318170315,2.6186585484157847,5.073921776974634,1.917223574457125,Iris-virginica
+102,5.6106054867691135,3.003982274730529,4.487550869501588,1.5093877637786333,Iris-versicolor
+103,4.946470926342776,2.450045846958856,3.1550344071235967,1.1523192972905216,Iris-versicolor
+104,6.581163472223972,3.081799997901687,4.435284010560094,1.4301104551361923,Iris-versicolor
+105,6.012331797222673,2.2,5.004118751720286,1.499660856832876,Iris-virginica
+106,5.932031636036781,3.223369169735899,4.772637106460945,1.7610907973196235,Iris-versicolor
+107,7.089547514995771,3.0124851293296953,5.806789093167403,2.125999549967791,Iris-virginica
+108,6.287537748113012,2.9631183959095218,5.536395710528985,1.7618218124254286,Iris-virginica
+109,4.4000007074890055,3.1756352896552884,1.3311071095285132,0.2,Iris-setosa
+110,7.699998396508892,2.778021568390431,6.699998378371443,1.990083910116337,Iris-virginica
+111,5.936981931240687,2.956213149907386,4.438101911193259,1.348393916291937,Iris-versicolor
+112,6.378846783285934,3.19506958080138,4.544299003060666,1.5113756362729984,Iris-versicolor
+113,5.126337118201604,3.8601578644145365,1.6151688674248479,0.2,Iris-setosa
+114,6.53485819245176,3.1330614231882024,4.499238748941238,1.4501820308452242,Iris-versicolor
+115,5.2528347341675365,3.389083789956189,1.6122449411988824,0.2,Iris-setosa
+116,5.3040774210651636,2.908013898489542,4.2572760447908005,1.461964338052895,Iris-versicolor
+117,6.360168704417443,2.6935263542864205,4.995636683530783,1.6262693800583692,Iris-versicolor
+118,7.699997960292692,2.7632966023131535,6.699998823991161,1.9666950401391237,Iris-virginica
+119,4.988170924633511,3.5113254697121516,1.2548962926745593,0.31431092750729756,Iris-setosa

iris/tab_ddpm/2_1/0/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/0/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.97041305449634,3.1572827771380765,1.2581378807906507,0.2,Iris-setosa
+1,4.93443699006904,3.226872404209693,1.3993610259310625,0.2,Iris-setosa
+2,5.303537897456688,3.85255799614575,1.4056637927364821,0.4285973023036801,Iris-setosa
+3,5.679890912914295,4.399998169522926,1.502467729989039,0.4096518187406248,Iris-setosa
+4,5.6315944549638655,2.770612427208709,4.2183758501441995,1.331045903287181,Iris-versicolor
+5,5.036446250820014,3.2719043136739576,1.2574853271803428,0.2,Iris-setosa
+6,5.469441241175083,2.607389618331312,4.217553316098737,1.3093166214132004,Iris-versicolor
+7,5.801546920529432,2.7035346237043236,5.107141042307303,1.89841581352823,Iris-virginica
+8,6.040801379846952,3.411882439658094,4.488173506478799,1.5827460050676316,Iris-versicolor
+9,4.851312078502504,2.411310452579922,3.176276093144226,0.913423386047188,Iris-versicolor
+10,6.573052042530287,3.04614597062091,4.430927470948003,1.3891612100794972,Iris-versicolor
+11,4.4,3.2300140811707077,1.28294240654417,0.2,Iris-setosa
+12,6.479299486548339,2.9368509499389717,5.509964709226444,1.8124759124653638,Iris-virginica
+13,6.686096628769139,2.995341402373044,5.006359844270554,1.7335487713949422,Iris-versicolor
+14,4.744969835463443,3.0820685231054603,1.381061215204195,0.2,Iris-setosa
+15,4.4000004879441015,2.8802101846498993,1.3854652414105553,0.2,Iris-setosa
+16,5.090613571907285,2.4943311711923344,2.856315446797338,1.1310034394802195,Iris-versicolor
+17,5.45732680031947,3.398756857032952,1.8724598910169805,0.2,Iris-setosa
+18,6.092045172085696,2.750595999174029,5.088359781873048,1.6111903340183658,Iris-versicolor
+19,5.972177871024941,3.01442330696493,4.917621863820914,1.8062610815092994,Iris-virginica
+20,6.745016417085604,3.294591954477751,5.6970562814426255,2.165857870607092,Iris-virginica
+21,6.782116523374625,3.268091761406943,5.665814386978037,2.5,Iris-virginica
+22,6.313159180350458,3.3846188675668323,5.590693234582931,2.4111961251401595,Iris-virginica
+23,6.506213223226297,2.953177149860016,5.535492946914779,1.7960978135931536,Iris-virginica
+24,6.981715012234463,2.997004507774351,5.730641798375228,2.099886252498238,Iris-virginica
+25,5.03936713282899,3.3492949438608224,1.4561269988716057,0.2,Iris-setosa
+26,5.151319855343813,3.4465994930699906,1.409537077856955,0.2,Iris-setosa
+27,7.1742764552623965,2.9713985460015344,6.007310713767933,1.9734655634611526,Iris-virginica
+28,6.6889095978116995,3.323708217784843,5.760083980069994,2.106212930418193,Iris-virginica
+29,5.813325822573289,3.13793022716996,4.73491818374963,1.77766408967919,Iris-versicolor
+30,6.151547526212136,2.993829712004062,4.573072572673858,1.3711489474928729,Iris-versicolor
+31,5.5867690495336815,2.650170436646562,4.188185195047896,1.2754720814554694,Iris-versicolor
+32,6.3257847029784555,2.7474324927255127,4.906053166319097,1.7724967230801945,Iris-virginica
+33,7.2808449468446055,2.9142147431913465,6.305893193774518,1.77933704108959,Iris-virginica
+34,6.79614416480631,3.298965771024027,5.784786068918247,2.123509433697687,Iris-virginica
+35,5.385231386068552,3.874396700272476,1.3374770974598036,0.3818251626467243,Iris-setosa
+36,6.050269355288659,2.9335053828550035,4.710842260333461,1.7875225834370798,Iris-virginica
+37,5.394426281064611,3.9192766510046955,1.2680633260891128,0.5486258629966433,Iris-setosa
+38,6.174766748784807,3.2978571655810107,4.50407906258912,1.529560891098249,Iris-versicolor
+39,4.567646446037049,3.633739628568215,1.0,0.2,Iris-setosa
+40,5.075506354139652,3.409667096916078,1.3090736329053532,0.2,Iris-setosa
+41,4.8530351449563485,3.0818262299113144,1.4959807888888075,0.10000018056615385,Iris-setosa
+42,5.102754376868074,3.316080609859346,1.6975798256409258,0.43666343040446093,Iris-setosa
+43,6.549468563841101,2.969558343988857,4.389034452504414,1.3898200573508408,Iris-versicolor
+44,5.92900048511177,2.9528154385110295,4.242732886505725,1.324406874206804,Iris-versicolor
+45,5.400164442732626,3.8906093982713,1.9672982245641475,0.41260856016710534,Iris-setosa
+46,6.790123891485735,3.288204662319387,5.682826489269864,2.5,Iris-virginica
+47,5.112393707992659,3.277153109267954,1.6846300759713213,0.4360047848881336,Iris-setosa
+48,5.462201736472745,4.205430327285455,1.4027584792573196,0.2,Iris-setosa
+49,5.164552855012834,3.472430338348467,1.4939120188049364,0.2,Iris-setosa
+50,5.876452014114913,3.1964235320796175,4.812230852885118,1.800925445735076,Iris-versicolor
+51,4.9047548915962595,3.0373510233866923,1.3946511118761102,0.2,Iris-setosa
+52,5.511793346106608,2.697676221904097,4.15452233849024,1.3224688218445113,Iris-versicolor
+53,6.297543609905862,2.794954927100825,5.092428365050945,1.5079334015870054,Iris-virginica
+54,5.7216768682096975,2.569879666195051,5.044202957067298,1.9777041414404049,Iris-virginica
+55,5.107556384945565,3.544427039177191,1.406890212818809,0.3225306169668543,Iris-setosa
+56,6.390768022381686,3.0777667205199237,5.491440451927518,1.8096874568533992,Iris-virginica
+57,5.886829724086646,2.973888402439773,4.386346826542157,1.35541300407887,Iris-versicolor
+58,6.336667629287154,2.9688260779787714,5.52045004318289,1.8121938537398188,Iris-virginica
+59,5.2210461290785535,3.4413959458190746,1.413452029180087,0.2,Iris-setosa
+60,5.8499153941418465,3.0204120407209163,4.268677833798875,1.3806671534685309,Iris-versicolor
+61,6.266712825425139,2.7317352101074492,4.8572902236894375,1.8098022720130054,Iris-virginica
+62,5.10438523305253,3.7703503902724327,1.6944245525836013,0.3094495693016681,Iris-setosa
+63,4.744379451756325,3.407258021137315,1.4752405839682876,0.2968332736634376,Iris-setosa
+64,4.4,2.9096708232131205,1.404196715460304,0.2,Iris-setosa
+65,5.4754171661574835,3.0035552895898747,4.55184155624714,1.510180399909616,Iris-versicolor
+66,5.011963146519572,2.443367163050275,3.3475612611748895,1.0616208386778105,Iris-versicolor
+67,4.834289051645213,2.3797185698865375,3.2406567797344135,0.9799021855162137,Iris-versicolor
+68,5.173635431272292,2.4874420758058626,3.1869356961803232,0.9924519524360969,Iris-versicolor
+69,4.978257197886182,3.178973989517315,1.2279439127214617,0.2,Iris-setosa
+70,5.206651090306435,3.4070645534855166,1.4396562650429696,0.2,Iris-setosa
+71,5.500981648984867,2.412637003159935,4.024427318303184,1.1761605309344378,Iris-versicolor
+72,5.1122593438799075,3.293552555031777,1.6971586091779969,0.509938596549822,Iris-setosa
+73,5.520218579131254,3.0201922414755105,4.562064688181225,1.5178575662435347,Iris-versicolor
+74,5.501511397841075,2.4013633892824613,3.6691367653712437,0.9860148385702089,Iris-versicolor
+75,5.53128310010383,2.984392884547375,4.418266890191699,1.4883035389097612,Iris-versicolor
+76,4.9136797967472665,2.4136586563202798,3.1595085835853856,1.0219682885420782,Iris-versicolor
+77,4.4,3.03807711604962,1.3690920475454482,0.2,Iris-setosa
+78,4.919174028366581,2.4243313695540394,3.0205170020230336,0.9844282081495064,Iris-versicolor
+79,6.30821987542118,2.7079262680344276,4.921141345986395,1.8113766150751327,Iris-virginica
+80,4.59937533419333,3.607410356629712,1.0000004157435516,0.2,Iris-setosa
+81,5.076175431327107,3.3254757854789863,1.3598841469251919,0.2,Iris-setosa
+82,6.077240656860806,2.6089515446766565,5.566371359378703,1.3931664830237427,Iris-virginica
+83,6.001106141702161,3.3652104134700895,4.485198894451481,1.5377117374054148,Iris-versicolor
+84,6.343198328707847,2.632628616294111,5.029683594231934,1.8783627603636,Iris-virginica
+85,7.699998576918372,2.837726805016775,6.6999979029940775,1.984929536028969,Iris-virginica
+86,6.348219850029348,3.3954689281733117,5.586145111541404,2.376044147303115,Iris-virginica
+87,6.686409561200971,3.2889725893248105,5.790265520147983,2.499999498923285,Iris-virginica
+88,6.612196410533034,3.2683583887201304,5.595975570678482,2.4999872965769394,Iris-virginica
+89,4.592072395035993,3.2251631012722757,1.3887789391810488,0.2,Iris-setosa
+90,6.094671479128258,2.5839422437503314,5.626050689850216,1.3893241482515817,Iris-virginica
+91,6.075616796257025,3.313020969860974,4.544573291243209,1.61839638908555,Iris-versicolor
+92,6.403786284698282,2.7758021891432065,4.9886607760400965,1.6109652421342329,Iris-versicolor
+93,6.566962947829845,2.9601317921016275,4.333161253374592,1.366686258270936,Iris-versicolor
+94,6.294374987690279,2.5105502655287455,4.993919519369714,1.8945929225596592,Iris-virginica
+95,5.425959309666084,2.9989688074539083,4.503761911261828,1.4997573004984437,Iris-versicolor
+96,5.079036113174816,3.4480590527413497,1.3526467528794006,0.23164586563326425,Iris-setosa
+97,5.820989738570836,2.7274840906644133,5.121648027482767,1.9233475559492792,Iris-virginica
+98,6.253098936257069,2.8300171272518706,5.015148735062568,1.6221116976695371,Iris-virginica
+99,6.3781379600185515,2.8387579003602483,5.531936423172991,1.833002642312399,Iris-virginica
+100,7.7,2.8257532980122484,6.7,2.0203995909700465,Iris-virginica
+101,5.968892933771362,3.3537924799269683,4.604868462231189,1.6201790002876864,Iris-versicolor
+102,5.571914619178124,3.0026013319940583,4.499048633393803,1.4898913165716658,Iris-versicolor
+103,6.080923850373866,2.9487157867952756,4.7848304306423755,1.7722686912704366,Iris-virginica
+104,6.628806658982971,3.009580941961864,4.3838680068746605,1.405857005576613,Iris-versicolor
+105,5.977555692586143,3.207675660773978,4.485662007055945,1.5412672679065282,Iris-versicolor
+106,5.497132399228011,2.9886751078111597,4.234421930013365,1.376074187603834,Iris-versicolor
+107,5.572974557314048,3.027944596832118,4.06720725929013,1.323652751818736,Iris-versicolor
+108,6.485460690401046,3.042239055103273,5.487539256891724,1.8188761487480511,Iris-virginica
+109,5.418577993730626,2.4955446811480697,4.118437992765122,1.0946547103018545,Iris-versicolor
+110,7.699998536986356,2.780943061254186,6.699998684435331,1.9827269385643609,Iris-virginica
+111,6.930861494728019,3.1968923015561783,5.707624962948228,2.296193330268003,Iris-virginica
+112,7.699999007410619,2.780046716651336,6.699998929428085,1.9870016747820207,Iris-virginica
+113,4.570928407492874,3.2050958686154414,1.3700670873393814,0.2,Iris-setosa
+114,4.598390580540158,3.379475683421231,1.3829927544446392,0.2958849224506748,Iris-setosa
+115,4.877750306560284,3.104089322620168,1.5142179108272333,0.1,Iris-setosa
+116,6.303592068294384,2.7141930709484976,4.966308339910895,1.7478116766169842,Iris-virginica
+117,5.200258813778707,3.4032653649454394,1.3933754160510952,0.2,Iris-setosa
+118,5.46826815968302,4.096340858835531,1.4148403350694356,0.2,Iris-setosa
+119,6.12064501074738,3.291410626383557,4.520126155069305,1.5352936200727918,Iris-versicolor

iris/tab_ddpm/2_1/1/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/1/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.445506657063537,2.4300382724507097,3.5544528056611133,1.0931880318614733,Iris-versicolor
+1,6.030000478095975,2.7060054587037503,5.213514682116762,1.6144908317302638,Iris-versicolor
+2,6.003850388849979,2.952552030236079,4.8446095831626295,1.81402913018707,Iris-virginica
+3,6.004485217660643,3.3972694577449394,4.462848932619672,1.5902534039993856,Iris-versicolor
+4,6.7239156943456395,3.292073606629493,5.714136918898684,2.499999542122047,Iris-virginica
+5,5.822587436580342,2.976126401114424,4.200508755756455,1.4173531771462826,Iris-versicolor
+6,4.90138488459764,2.427078925487863,3.017731465135268,0.8697257523255091,Iris-versicolor
+7,6.6717928882897,3.0917411600166465,4.427181928949096,1.4070989346891687,Iris-versicolor
+8,5.291081233065871,3.875405979072959,1.6281231536473528,0.38813423221470933,Iris-setosa
+9,6.490697167691266,3.1608492157177213,5.5456690962564705,1.9134389444514455,Iris-virginica
+10,6.326761400898471,2.295930740430669,4.484346110621115,1.2968292418127567,Iris-versicolor
+11,5.987309743259829,3.143644273871845,4.519616098486942,1.7251906767226513,Iris-versicolor
+12,5.010472625282378,3.2782219467397566,1.4063407277577165,0.2,Iris-setosa
+13,6.337495147102669,2.5478872449514953,5.058143833672889,1.9025798868633526,Iris-virginica
+14,5.065839964562707,3.60513441457041,1.4488311381212258,0.3882230023562878,Iris-setosa
+15,5.468520202633702,2.397957357682773,3.7308889144281387,1.1022631337008204,Iris-versicolor
+16,5.101715462270842,3.7573650547399575,1.6172788021226014,0.2,Iris-setosa
+17,5.997511861702905,2.2,5.026896865483674,1.4867770225274155,Iris-virginica
+18,5.788929659566842,3.009322383831181,4.276220992633716,1.5020273327798477,Iris-versicolor
+19,6.01228622669853,3.375376574604966,4.480747618784366,1.5674462907882358,Iris-versicolor
+20,5.12390096972713,3.5722730896005013,1.5450354499878405,0.2,Iris-setosa
+21,4.949472890740939,3.3940212474401186,1.6111746220061882,0.2,Iris-setosa
+22,6.038125526122715,3.0584892078851937,4.588062012862022,1.493060217140239,Iris-versicolor
+23,5.867714036609988,3.173300317198442,4.787985354860822,1.7670039357499314,Iris-versicolor
+24,6.719221347260665,3.34126349442251,5.677659774615772,2.4999995108535,Iris-virginica
+25,7.699998029614947,2.7862446154660474,6.6999968378868155,2.012550374280047,Iris-virginica
+26,5.105699210199156,3.495043406470259,1.366842514046187,0.30982191946652937,Iris-setosa
+27,7.6999987729211625,2.75552506140075,6.699997592153716,1.9418659185874827,Iris-virginica
+28,5.322297818366196,3.88353073761809,1.3008558715648249,0.510064985215184,Iris-setosa
+29,7.7,2.7954669763107556,6.7,2.0081944262458045,Iris-virginica
+30,4.487124104746839,2.301580969496854,1.301942773234249,0.2870009409677961,Iris-setosa
+31,5.383352408008571,3.9220820459338483,1.692939160216762,0.39378580443416555,Iris-setosa
+32,6.3053686222093015,2.698220100947049,4.904542272818217,1.7773519258054304,Iris-virginica
+33,7.122026771565102,3.0008349317383964,5.865878310841637,2.133541382275962,Iris-virginica
+34,5.45419522658694,4.17987775031017,1.40390536394174,0.2,Iris-setosa
+35,6.3246620641195666,3.41152539111055,5.659867822957904,2.4045806246048165,Iris-virginica
+36,5.966048708850706,3.4144021045156516,4.53428553942323,1.6390629856941732,Iris-versicolor
+37,5.148061960851206,3.78361624638446,1.9111733400447122,0.42828838734173086,Iris-setosa
+38,5.278112727747211,3.436936857963392,1.5953658185619513,0.2,Iris-setosa
+39,5.978729612987946,2.659064480900415,5.008661985797019,1.506291526082141,Iris-versicolor
+40,6.048813234123092,2.9491281905444264,4.477780273273983,1.335280292296743,Iris-versicolor
+41,6.679215242399177,3.292695178309295,5.68666998045335,2.088983089714673,Iris-virginica
+42,6.686585443335728,2.974922263914729,4.991941293517901,1.71215863772261,Iris-versicolor
+43,5.7728668193193124,2.75717193571219,5.086256874628792,2.382653349904809,Iris-virginica
+44,5.523154526287216,4.208083629103542,1.4089712319080558,0.2,Iris-setosa
+45,5.450873655290346,2.4335565313469085,3.4884005699649308,1.0738214902875494,Iris-versicolor
+46,5.113672461686303,3.7872604843071827,1.9531848711150839,0.5084024016423182,Iris-setosa
+47,5.377955182204158,4.010157561756654,1.4543364848141815,0.2,Iris-setosa
+48,5.539667065102059,2.5940821335333624,4.313464436426147,1.2309848451425667,Iris-versicolor
+49,5.9971569248315175,2.9945277952090894,4.82021884528047,1.7958737346990288,Iris-virginica
+50,5.77335508334435,2.6058568197162817,5.078444929795412,1.9290685184008731,Iris-virginica
+51,6.564257999261296,2.9362923147170483,4.302362635030247,1.390378779203084,Iris-versicolor
+52,5.418922481889829,2.992689655110173,4.430446745005275,1.4715686241597767,Iris-versicolor
+53,6.345722115509296,2.466362652253025,4.848426066712628,1.4869265475114655,Iris-versicolor
+54,5.649000821426356,2.747305685613723,4.365583517966888,1.3039359312542431,Iris-versicolor
+55,5.781132294812929,2.6320349902471616,5.063101430997945,1.93598506355085,Iris-virginica
+56,5.8651867027268105,3.188267709216895,4.767318921897717,1.7801007681346084,Iris-versicolor
+57,5.894157586287287,3.2051575428847867,4.784832913082831,1.7711978774184636,Iris-versicolor
+58,5.745645870663733,2.586718402128892,5.060607095636707,1.951734853715974,Iris-virginica
+59,7.7,2.8519085912414694,6.7,2.016231935802064,Iris-virginica
+60,6.286512166926002,2.451357274590284,4.789244784942094,1.4728445408776452,Iris-versicolor
+61,6.0378110293533265,2.5394778264318822,5.061153028436544,1.9277017021098841,Iris-virginica
+62,5.858593891465058,2.990010971573039,5.107423635962884,1.8106895247520376,Iris-virginica
+63,6.22001347130852,2.8502653466896084,4.832010598442437,1.733846694982755,Iris-virginica
+64,5.552730670379694,3.03886693179619,4.603861586500799,1.5268776383106604,Iris-versicolor
+65,5.1423137915599515,2.5746403940487017,3.1831520579208163,1.3187453231039328,Iris-versicolor
+66,4.400000764022445,3.2322603578107274,1.3090804205784845,0.2,Iris-setosa
+67,5.670802539444851,2.4761675864135553,4.297108403181168,1.2584233739773405,Iris-versicolor
+68,5.081795563006327,3.407614099370009,1.5046510583109654,0.2,Iris-setosa
+69,6.534701559065247,2.9679329953710196,5.5300989939568606,1.8131372301096311,Iris-virginica
+70,6.263435773470713,2.7490626722540754,5.551910271956808,1.6389045091823098,Iris-virginica
+71,6.676030797453816,3.102651394086063,4.440186801152073,1.415202615370303,Iris-versicolor
+72,6.415524817174534,2.8239499107522232,5.586550481217423,1.8436509581028828,Iris-virginica
+73,5.544761713050753,2.99557638869579,4.153184273432648,1.3462913827638037,Iris-versicolor
+74,4.951976808186266,3.5693779077842973,1.4086658598589594,0.2,Iris-setosa
+75,4.737169720381527,3.122802152997908,1.4077083836257258,0.2,Iris-setosa
+76,5.215149114652994,3.506069629942531,1.4816402208839672,0.2,Iris-setosa
+77,4.4,2.930025909871596,1.4150261352940803,0.2,Iris-setosa
+78,5.24854885514233,3.602721995750833,1.5191615600954116,0.2,Iris-setosa
+79,4.977928181939425,3.1695041512123896,1.1866240554081464,0.2,Iris-setosa
+80,5.021185600913802,3.430612203124951,1.5113738058153299,0.2,Iris-setosa
+81,5.840848426110109,2.9928045617204564,4.102593894125015,1.3426482482735707,Iris-versicolor
+82,5.1863089499012,3.880823861037387,1.945688582225634,0.40088210685581227,Iris-setosa
+83,4.5958344588404945,3.6194293811755465,1.000000375011404,0.2,Iris-setosa
+84,4.922378082206512,3.051224745203325,1.3742882865716788,0.2,Iris-setosa
+85,4.969454528339624,3.580423368443317,1.3413621646733598,0.2,Iris-setosa
+86,6.611677318266918,2.977692714717996,4.358444413387598,1.4045307769751825,Iris-versicolor
+87,5.931667155156746,3.0402325077224055,5.1692198053098934,1.8313414736367364,Iris-virginica
+88,5.9671230139219045,2.8789384969730953,4.9860125454880615,1.8104645866223614,Iris-virginica
+89,5.089949334965799,3.726450682153847,1.4876571603700828,0.45892535912446175,Iris-setosa
+90,4.594058843366109,3.642879440327363,1.0000006906368732,0.2,Iris-setosa
+91,6.272487328958772,2.3066352385885773,4.432807215026205,1.2990781630555,Iris-versicolor
+92,6.006885561093522,2.705733490628173,5.096222678459537,1.6449397642891486,Iris-versicolor
+93,5.2221281984929515,2.7782139609846968,4.047329890539201,1.4324123724290836,Iris-versicolor
+94,5.815555892965516,2.7332215391930292,5.175243881080978,1.8762977677886874,Iris-virginica
+95,7.7,2.782139324962267,6.7,2.088117840604885,Iris-virginica
+96,5.065588790493993,3.5618037681292734,1.583014835369988,0.2,Iris-setosa
+97,7.7,2.8826674281414117,6.7,2.0475101543709733,Iris-virginica
+98,6.692296829323948,2.9830520580277136,5.476949672039726,2.048332935353175,Iris-virginica
+99,5.496945024475779,2.4104458794761423,3.673127416607606,1.076714376508202,Iris-versicolor
+100,5.19137042156272,3.550623748805157,1.3409205302549663,0.32463055801063123,Iris-setosa
+101,7.060565317155309,3.012303613135789,5.780951513374351,2.110012044570878,Iris-virginica
+102,5.990811193977017,3.4314049509585134,4.433175919736677,1.5887115731378092,Iris-versicolor
+103,5.371288989466334,3.8622490803021305,1.646911620682381,0.39236776101789017,Iris-setosa
+104,5.061305303521565,2.4945460166445854,3.344727848025662,1.1886163711620061,Iris-versicolor
+105,5.7425625337872175,2.7494402665839144,5.131222238575439,2.3742201536937424,Iris-virginica
+106,4.400000830988094,2.9006371766471664,1.4025560984523675,0.2,Iris-setosa
+107,7.226025021622902,2.993600537360437,6.052311016111266,2.050623012436304,Iris-virginica
+108,4.578087341389961,3.6256889542880057,1.0,0.2,Iris-setosa
+109,5.508323490833118,2.582824545372065,4.402071022963026,1.1881410957918237,Iris-versicolor
+110,6.543606160015679,3.0253727971385844,5.571352338240115,1.7886152024207855,Iris-virginica
+111,5.006377507590511,3.5006362399684257,1.3416746072238277,0.288131321831853,Iris-setosa
+112,5.282857334616323,3.464155622540063,1.588052217478908,0.2,Iris-setosa
+113,5.0095267531229295,3.2747885480881105,1.4038940169197214,0.2,Iris-setosa
+114,6.6606485777417195,3.081529157417116,4.493324728419731,1.4351859571117334,Iris-versicolor
+115,5.763490714986519,2.650409080507088,5.080579140214519,1.9244163496816264,Iris-virginica
+116,5.263630983710703,3.3922066784193623,1.636630674352556,0.2,Iris-setosa
+117,6.693931665756152,3.0875497439185824,4.547720553497145,1.4586453525317458,Iris-versicolor
+118,5.083867085891056,3.327329804800976,1.312223934013049,0.2,Iris-setosa
+119,4.945066756369177,3.3667857385877515,1.4935099844931339,0.2,Iris-setosa

iris/tab_ddpm/2_1/10/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/10/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1123023183436205,3.5265260108375025,1.4178079407335848,0.33391500601488466,Iris-setosa
+1,6.303368919757056,3.385257821723793,5.6306053556130795,2.383871007839622,Iris-virginica
+2,6.490333347916951,2.9486778696925118,4.403151106369732,1.3601916227054385,Iris-versicolor
+3,5.515661190245339,2.6756409038772095,4.233880150289309,1.3092239912352344,Iris-versicolor
+4,5.072489288660518,2.4827302477838034,2.735840948274311,1.1693879617508336,Iris-versicolor
+5,4.897276248301265,3.1167679876637973,1.506901204860312,0.10000015546187584,Iris-setosa
+6,4.849913023926949,3.07055227451512,1.5143677193055198,0.10000013461783817,Iris-setosa
+7,4.987225070077132,3.15122601015889,1.1945232133929111,0.2,Iris-setosa
+8,5.784504648287217,2.712055601423811,5.113883134715506,1.8874941551192685,Iris-virginica
+9,5.438323859696632,2.995797135758886,4.568111319191927,1.5089176894323162,Iris-versicolor
+10,6.973253755351756,3.1397588902481015,5.750106000167646,2.265001337228674,Iris-virginica
+11,5.821368055020464,2.6991355534877712,5.088906100041503,1.8970456480066977,Iris-virginica
+12,6.394748052677735,2.7286496285313944,5.307896790407877,1.8887070705246125,Iris-virginica
+13,5.112225063861204,2.497138682525587,3.1233773782654066,1.0643652835249797,Iris-versicolor
+14,5.126617554710475,3.8180310432771436,1.7766145253685932,0.48515756088587736,Iris-setosa
+15,5.2646668454771985,3.8525102383502894,1.5806979180419685,0.2,Iris-setosa
+16,6.860205761260639,3.1564317614806376,5.644527057610003,2.2609986737099153,Iris-virginica
+17,4.876034127888442,3.102987773846536,1.4907525369624843,0.10000010192369566,Iris-setosa
+18,5.713205070186694,2.5249696466845517,5.023830221623128,1.9830795892454371,Iris-virginica
+19,5.912981245657106,3.145039187731984,4.424694962152778,1.5561764241594154,Iris-versicolor
+20,6.111283313419564,3.016858177162891,4.409953272435649,1.4083293606705272,Iris-versicolor
+21,7.7,2.8530732846300926,6.7,2.0653060474177756,Iris-virginica
+22,6.694327992420098,3.3020434431084458,5.644487456653422,2.4999994113240085,Iris-virginica
+23,6.383013094357451,3.110597585597532,5.516031370384833,1.8190208698218329,Iris-virginica
+24,5.787178673281997,2.829109888909208,5.119891243941426,2.416849652383042,Iris-virginica
+25,7.7,2.789766805205717,6.7,2.0547787167966707,Iris-virginica
+26,5.525056179233074,2.4214672220999467,4.0273758368895844,1.195582487297063,Iris-versicolor
+27,7.076369927028218,2.97482295342904,5.956207467353858,1.9749762623612113,Iris-virginica
+28,4.918274891326681,3.123684721221622,1.3755246371491334,0.2,Iris-setosa
+29,6.721307245350905,3.073360929821537,4.491662185671431,1.3953337763416476,Iris-versicolor
+30,6.273748243574966,2.3112860584166133,4.431781103007713,1.2910488976246084,Iris-versicolor
+31,5.9967416938164115,2.6987408078642456,5.146598344875928,1.6176814743849437,Iris-versicolor
+32,5.4758430531116495,4.18036738604517,1.3514360927118327,0.2,Iris-setosa
+33,5.3475558854478225,3.428464420287889,1.6620169026658296,0.2,Iris-setosa
+34,5.1187046504203435,3.334939687908685,1.6960026617153396,0.37869201950322495,Iris-setosa
+35,6.087247761649662,2.9386557911213185,4.917932585167584,1.7802818349548115,Iris-virginica
+36,6.120974519448152,2.6931431700725557,5.4565496765084704,1.4594134056982757,Iris-virginica
+37,4.968574613702458,3.4342121724277885,1.5749576672939527,0.2,Iris-setosa
+38,4.954089057140672,3.52246449554274,1.3313857477438906,0.3082788724336197,Iris-setosa
+39,5.147216660898917,3.3873589138306763,1.5302515708469022,0.2,Iris-setosa
+40,5.17840499255694,2.7333696107177006,4.053048953784287,1.4155655891850782,Iris-versicolor
+41,6.682618129795443,3.300170220046889,5.6258882047867615,2.5,Iris-virginica
+42,5.542829908839216,2.4816819275240793,4.1236480586220425,1.0977294739266585,Iris-versicolor
+43,5.0027985427872075,3.6071060969107664,1.4054526705508128,0.2,Iris-setosa
+44,5.293548646777186,3.744982388576437,1.49052352803536,0.2,Iris-setosa
+45,5.372491721747162,2.413104251393796,3.513472645971494,0.8765616066704345,Iris-versicolor
+46,5.143620416664822,3.827158421021268,1.6100596904819908,0.3005023387451648,Iris-setosa
+47,4.874407931287568,3.1021216746751725,1.5125983903308762,0.1,Iris-setosa
+48,4.4,3.211415029434042,1.29404048472906,0.2,Iris-setosa
+49,5.484075570904991,2.3943912426543403,3.6136118469364673,1.0003850820830262,Iris-versicolor
+50,5.941126284681296,3.2742990177666287,4.675893734189576,1.6935629529271532,Iris-versicolor
+51,5.044113825846186,3.348005357260367,1.411554538863366,0.2,Iris-setosa
+52,6.8623069608351805,3.0360586595324883,5.515019462284719,2.160415044351169,Iris-virginica
+53,6.2475585291936575,2.91093577208309,4.412314369322355,1.313281573476802,Iris-versicolor
+54,6.675426411321548,3.2854503836143363,5.7370017762439804,2.499999543135675,Iris-virginica
+55,6.299854945434832,2.5415309319689996,5.056528399745091,1.8960866445331763,Iris-virginica
+56,6.002764180564387,3.4258788917816245,4.500383927595319,1.6031056976013063,Iris-versicolor
+57,4.4,2.9499984029159236,1.369345374247343,0.2,Iris-setosa
+58,5.08743105365024,3.850924628606393,1.699093843068805,0.300583588112717,Iris-setosa
+59,5.955797360184243,2.7367526774913613,5.1816162955825895,1.8338730345349017,Iris-virginica
+60,6.0366617756772145,3.379034476454655,4.454575690409523,1.5874477552508508,Iris-versicolor
+61,6.283305448890107,2.315695934342682,4.4130037583482675,1.299100191228804,Iris-versicolor
+62,6.580127308549119,2.7993724599197716,5.267169047943188,1.9664622588875424,Iris-virginica
+63,4.657875707695112,3.300166780705045,1.4110034266018319,0.2,Iris-setosa
+64,6.471159815882773,2.9312872865628425,5.517499120083747,1.8299127030075684,Iris-virginica
+65,5.598585253260474,2.6719471443201783,4.254839993503341,1.2727995123997808,Iris-versicolor
+66,6.7241747643404475,3.006993663947284,5.016601879690897,1.7094236123645716,Iris-versicolor
+67,6.690267289545754,3.292757244774225,5.660278143982315,2.0905061218575582,Iris-virginica
+68,5.060100268989744,3.5080514866859565,1.3766995545760583,0.3053059828100587,Iris-setosa
+69,5.923018868128394,2.2,4.999046763493914,1.480144117855315,Iris-virginica
+70,6.747442893541155,3.27563325914325,5.673726583909005,2.5,Iris-virginica
+71,6.325919286472338,2.6074032357897545,4.910889338286747,1.8055571115296805,Iris-virginica
+72,4.588537594263479,3.1891528638727067,1.3769475472203285,0.2,Iris-setosa
+73,6.813841902509556,3.133650818391993,5.60228448401484,2.184104614636814,Iris-virginica
+74,5.964030977511045,2.967748735393706,4.5483737389075625,1.3732056443884288,Iris-versicolor
+75,5.807275713074592,2.7916415198279494,5.083848290410552,2.422635478083414,Iris-virginica
+76,5.495909679091337,4.190181545091034,1.3646936996301826,0.2,Iris-setosa
+77,6.540944153976472,2.9694444056271863,4.349579126629506,1.3576558591363186,Iris-versicolor
+78,5.993596580939474,2.688783558342042,5.095742534280581,1.6024876393796055,Iris-versicolor
+79,7.7,2.8251370049826345,6.7,2.0010452784269215,Iris-virginica
+80,5.256069022256321,3.3925070893467755,1.600162851373075,0.2,Iris-setosa
+81,6.663495772150064,3.068976317257743,4.506314513414164,1.4364347286365489,Iris-versicolor
+82,5.358628997142843,2.939634476984244,4.354211323446169,1.485363797233911,Iris-versicolor
+83,6.015031197529962,2.6931659520027935,5.087641844354046,1.5694015215199968,Iris-versicolor
+84,5.7911028438366525,2.7180043457914107,5.121895011595785,1.9019820917585801,Iris-virginica
+85,4.985970501266429,3.21733989041541,1.2348363551548525,0.2,Iris-setosa
+86,6.073004081351412,2.2000437082250284,4.985252625812495,1.5386791127236783,Iris-virginica
+87,5.086747583056744,3.7344783929997805,1.8562965277693748,0.4221950644731622,Iris-setosa
+88,5.425815507788513,2.412148366989288,3.4439664854451184,0.9850380703265184,Iris-versicolor
+89,5.9003800420742145,3.2143770625923875,4.81877991740421,1.765229022811976,Iris-versicolor
+90,5.7438188006966735,4.4,1.50481440075844,0.5106914203040298,Iris-setosa
+91,5.634913227938006,2.982753370715632,4.2698366033587,1.327914746210032,Iris-versicolor
+92,5.055344152342585,3.765716415470253,1.621909889792437,0.2,Iris-setosa
+93,5.1013702695012055,3.8048970476494293,1.777156663463906,0.3865228702437744,Iris-setosa
+94,5.014425144457548,3.5096529274954866,1.2930592596406396,0.2822692543903956,Iris-setosa
+95,5.872758900019203,2.883824119921419,5.210684542092296,2.4611421035251775,Iris-virginica
+96,5.1092826914332425,3.3973310488218784,1.6706070140783182,0.5813342213714066,Iris-setosa
+97,5.789839909712402,2.5054947471106597,5.00037441094275,1.9829055526630859,Iris-virginica
+98,5.341557246252719,3.4004267389151,1.6167198875738988,0.2,Iris-setosa
+99,5.781892118097382,2.8026681331463195,5.170122543617566,2.4019373099679044,Iris-virginica
+100,6.678381728674189,3.0031107398007286,4.9897799117452735,1.664937882590822,Iris-versicolor
+101,5.510774303942569,2.937625857538668,4.145184241013884,1.3103078268993258,Iris-versicolor
+102,4.9954339843388995,2.4741766132605942,3.1820936636278665,1.2575571457033197,Iris-versicolor
+103,5.829747387881875,2.74452312416932,5.164565931365105,1.8775551648926176,Iris-virginica
+104,5.454273095340475,2.4892246177880013,3.8212496170113903,1.1680730383369597,Iris-versicolor
+105,5.079467724287399,3.293245307709438,1.8422843291052273,0.49910231145305545,Iris-setosa
+106,5.924758154174608,3.0149240839460565,4.2674778288513675,1.4934983521525116,Iris-versicolor
+107,5.412260199255892,2.9862310236026084,4.382300203076085,1.4797121104343878,Iris-versicolor
+108,6.429795911279151,2.741247066182714,5.366703914298075,1.904568918069005,Iris-virginica
+109,6.689649701943681,3.0424345742328005,4.425142480577116,1.406101073629902,Iris-versicolor
+110,5.790034462961937,2.7892708815560425,5.099086139656622,2.3916488244657232,Iris-virginica
+111,6.675492249642582,3.055688853117228,4.45450698036172,1.4078851150554421,Iris-versicolor
+112,5.818965146963565,2.9921687044772365,4.197595677275362,1.3787614939601105,Iris-versicolor
+113,6.233159086365397,2.713036806056854,5.506668944054815,1.5279524726810816,Iris-virginica
+114,4.579326700894048,3.655601318473598,1.0,0.2,Iris-setosa
+115,7.170495504040994,2.9762540008543783,6.0577566857111105,1.9966421656626538,Iris-virginica
+116,5.237361023599945,3.761943580048163,1.6141014231204687,0.44410542555447585,Iris-setosa
+117,6.115880666772981,2.6234665297633297,5.5738592828975095,1.4214642418036043,Iris-virginica
+118,6.270271569962371,2.553362783851407,5.0161213937330125,1.8978147724500047,Iris-virginica
+119,6.928362986703396,3.133803448891999,5.623837026699543,2.276848080773215,Iris-virginica

iris/tab_ddpm/2_1/11/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/11/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.791964343998522,3.288811635591547,5.670235182397049,2.5,Iris-virginica
+1,6.658076278529609,3.0395419363751417,4.429990157635581,1.3972424822414866,Iris-versicolor
+2,5.631414654813094,4.4,1.4924093974907677,0.39452060545384193,Iris-setosa
+3,5.109863379210392,3.3952176298938106,1.4785543348092642,0.2,Iris-setosa
+4,5.818512368477362,2.7679550928806447,5.086024669626711,1.999867539676183,Iris-virginica
+5,6.013352363022053,2.673852089850831,5.053714687616868,1.5377293332816433,Iris-versicolor
+6,5.904192313072444,3.0724138917633974,4.420835304371942,1.5839678076485042,Iris-versicolor
+7,6.254468426847838,2.810785378175381,4.278430718962249,1.2592289314087262,Iris-versicolor
+8,6.252518899721735,3.3269851150484495,5.56268206009927,2.3600200866335093,Iris-virginica
+9,4.900608981826526,3.0990243829248363,1.4873486070225612,0.10000009825937853,Iris-setosa
+10,5.012486779921502,3.351197740031395,1.4848649354201269,0.2,Iris-setosa
+11,5.381256616316218,3.886191876627802,1.3001846025779737,0.3974656893720192,Iris-setosa
+12,7.283749652325252,2.9213290511781373,6.286955581643369,1.8309314892323314,Iris-virginica
+13,5.545448403184292,2.4086002368727892,3.973160763903052,1.2040892552693605,Iris-versicolor
+14,5.365553104087705,2.962920030996353,4.416818634178245,1.4700356210804335,Iris-versicolor
+15,5.469800397771977,2.4503858290461764,3.8430404759055135,0.9577446544004501,Iris-versicolor
+16,6.207031652263968,3.005653577401305,5.021880902044765,1.6963877512687342,Iris-versicolor
+17,5.102464984646754,3.292029394265351,1.6985248358455798,0.5356417578911455,Iris-setosa
+18,5.141111786112858,3.7052277808821628,1.5768632785243741,0.2,Iris-setosa
+19,5.312854291358457,3.9154775185774797,1.4922223041565832,0.2,Iris-setosa
+20,6.8744659824736125,3.0789788394191118,5.581021988091126,2.1967583280176455,Iris-virginica
+21,6.319411785024899,3.0767499279630575,4.560155353027138,1.4594213032798211,Iris-versicolor
+22,6.321222934785376,2.478666490516745,5.005965574988496,1.8896032609862008,Iris-virginica
+23,4.9973159628002835,3.1811497763094194,1.2414957838197092,0.2,Iris-setosa
+24,5.559333859466266,2.9122797089506722,4.510780121124907,1.4424878368923073,Iris-versicolor
+25,4.6049895143807955,3.3014522231278214,1.390868166048296,0.2,Iris-setosa
+26,4.571415412741666,3.3974301965429525,1.3821782314706357,0.2848266677708824,Iris-setosa
+27,6.612790487218317,3.025167013854677,4.40307636881455,1.3989975623010693,Iris-versicolor
+28,4.400000766073204,3.2141737019114394,1.3036346265463008,0.2,Iris-setosa
+29,5.778059687890437,2.7713170928289226,4.296628774297189,1.3229188127483478,Iris-versicolor
+30,7.7,2.8883221414842524,6.6999983232791145,2.032390633897531,Iris-virginica
+31,6.246013623633384,2.6777397032677692,5.026219592268865,1.8149444917465378,Iris-virginica
+32,4.975279542636562,3.5822205376870175,1.3870977840688392,0.2,Iris-setosa
+33,5.112962215788439,3.3210534770180784,1.6787238851302575,0.5325691419708503,Iris-setosa
+34,5.13318968437035,3.3258376961991467,1.2892479710234708,0.2,Iris-setosa
+35,5.430453009992486,3.3767644097725285,2.188228593446369,0.2,Iris-setosa
+36,6.64988444377798,3.292020078116274,5.659876470358261,1.993763446564014,Iris-virginica
+37,6.510837262679143,2.9170898597753454,4.293611158617191,1.3191635490408855,Iris-versicolor
+38,7.6999897534176025,2.8184860258974203,6.6999954912522,1.971072369550463,Iris-virginica
+39,5.471584796103345,4.102863789394766,1.4045189466599834,0.2,Iris-setosa
+40,5.984711896837718,2.694388961130977,5.085614836743779,1.6100218660907188,Iris-versicolor
+41,5.657442881798487,4.399998876638857,1.5330587581333135,0.5065547737779837,Iris-setosa
+42,5.730032061150062,3.006196174546358,4.233062485302538,1.382684775507457,Iris-versicolor
+43,5.2502647298595315,2.8902203868823233,4.164952093286132,1.455945666025332,Iris-versicolor
+44,6.469301280789564,2.924352109988757,4.2642842747604845,1.357064397034681,Iris-versicolor
+45,5.066035435632901,2.488991973087349,2.7191061446240914,1.1089361212659452,Iris-versicolor
+46,6.562692887699873,2.9901422861971314,4.427752597342068,1.4026833766997941,Iris-versicolor
+47,5.623470322231809,2.8949392770115403,4.283483049268405,1.3031657493834616,Iris-versicolor
+48,5.1173810671728805,3.5367818632192796,1.5769756733325224,0.2,Iris-setosa
+49,5.556280786491145,4.399999035259048,1.4904147313141292,0.3903762169474676,Iris-setosa
+50,5.467961724944373,2.904048976389321,4.052576270566108,1.2995048074616418,Iris-versicolor
+51,5.0630431096716055,3.3230345020853287,1.3661368302838914,0.2,Iris-setosa
+52,7.699998288985745,2.8017875187278363,6.699998223946041,2.009663759414166,Iris-virginica
+53,4.843520087419534,3.4064265476619737,1.593150272434015,0.2,Iris-setosa
+54,7.699998075743011,2.812078099279998,6.6999987445959395,1.9614039956129887,Iris-virginica
+55,5.496304523737739,4.126735246893886,1.40770314001602,0.2,Iris-setosa
+56,6.7887557331844475,3.000680764198269,5.523383214500188,2.075398996295236,Iris-virginica
+57,6.687548018270375,3.133355537317399,4.433600890454357,1.410867299410876,Iris-versicolor
+58,6.310302044845111,3.432618185959748,5.656011318278786,2.398667306975025,Iris-virginica
+59,7.0279655024782155,2.938330146602162,6.005025570249403,1.91735384923697,Iris-virginica
+60,4.916869222041643,3.10283154487225,1.4893759955466581,0.1,Iris-setosa
+61,5.188445272247462,2.5171359801819695,3.2552482702687926,1.107403105246687,Iris-versicolor
+62,6.398303239464142,2.910086766560391,4.295108453793525,1.293704968036788,Iris-versicolor
+63,5.587230701141802,3.058523144469727,4.6099104777395805,1.535861189357822,Iris-versicolor
+64,4.970027056489027,3.4047674436065303,1.5591167952365288,0.2,Iris-setosa
+65,5.226686680673145,3.4386261123935653,1.5399359491922426,0.2,Iris-setosa
+66,6.22622142064011,2.518712740515492,4.927422200372653,1.4919362182579536,Iris-versicolor
+67,5.176585083170064,3.5372999342131544,1.4804767534136865,0.2,Iris-setosa
+68,5.618810920039077,2.656897870992985,4.489351474320101,1.282579950725497,Iris-versicolor
+69,5.915059591186877,3.2072766919662317,4.81180937001913,1.7796204511521938,Iris-versicolor
+70,6.744052978359674,3.0149082414034076,5.005937499099797,1.7034332633483198,Iris-versicolor
+71,5.4374684143840994,4.159439462350128,1.3916576172083581,0.2,Iris-setosa
+72,5.488223797943916,4.20070659681554,1.3795435968259688,0.2,Iris-setosa
+73,5.473555497877297,2.7426726521342615,4.123347705862549,1.3224566133634164,Iris-versicolor
+74,5.23284223446674,3.5870449431225047,1.3753021295653944,0.3070749688706693,Iris-setosa
+75,6.086128090817678,2.997772092431443,4.635319104654952,1.385231248728251,Iris-versicolor
+76,5.4822651300830625,2.765740767438852,4.087870671165262,1.3238356147324635,Iris-versicolor
+77,7.7,2.826445014463049,6.7,2.0708116136839005,Iris-virginica
+78,5.740811279653674,2.5773569850513693,5.05023866447639,1.9378367858493812,Iris-virginica
+79,5.385118129803899,2.9973951177035167,4.453357356779584,1.4950594415813228,Iris-versicolor
+80,5.296806507509747,3.4827480027285405,1.5995647188826145,0.2,Iris-setosa
+81,4.400000777281043,2.923916453667134,1.3517898361570542,0.2,Iris-setosa
+82,4.906503071627783,2.4019651799298423,3.217130992930673,1.0584702693030146,Iris-versicolor
+83,5.426979939707501,2.519499181773719,4.187628686441372,1.0211041987113139,Iris-versicolor
+84,5.178326763342552,3.400908140514215,1.5696780126004455,0.2,Iris-setosa
+85,4.619684680360176,3.245049994346744,1.3849507786555062,0.2,Iris-setosa
+86,5.9725589668175525,3.280669603751885,4.710714516628101,1.7197618277054414,Iris-versicolor
+87,5.914923039903614,2.352842339821288,4.102247308669405,1.1667249772874864,Iris-versicolor
+88,5.058372535251333,3.472647462819323,1.3366886061811538,0.2939753708995171,Iris-setosa
+89,6.4208477494856515,2.9786976077566445,5.481632259836441,1.7859986514616204,Iris-virginica
+90,6.0013820894797245,2.98749995414037,4.734555632360352,1.7991819074865818,Iris-virginica
+91,5.480573175419126,3.0208362934531583,4.515308059021596,1.5197816495346108,Iris-versicolor
+92,5.535495913248774,2.6561984252544644,4.336261797088215,1.273786884812761,Iris-versicolor
+93,4.932651982120672,2.427289557274703,3.0564255515126826,1.0505509175018446,Iris-versicolor
+94,7.401134718617614,2.9045980500276167,6.370141625597832,1.7910036490450965,Iris-virginica
+95,6.755353377424355,3.2503443386113635,5.665354399578951,2.185435952160545,Iris-virginica
+96,6.6215346142955855,3.087008689802297,4.8167478198173574,1.5874211058995462,Iris-versicolor
+97,6.335594031391342,3.3676310604545834,5.648095133523183,2.391857442330701,Iris-virginica
+98,4.489243773299286,2.293159382135565,1.292246078923763,0.29333451912774094,Iris-setosa
+99,5.938638360964358,2.2,4.9512745928618624,1.4534317836476212,Iris-virginica
+100,6.361925942862304,3.109653725047054,5.523544778768724,1.8140133317820017,Iris-virginica
+101,5.096484352966453,3.4974947023782565,1.3847022500989898,0.2918966261427848,Iris-setosa
+102,7.7,2.7222620043743224,6.7,1.9961990642128147,Iris-virginica
+103,5.259548024663738,3.609436740133585,1.4765633178413464,0.2,Iris-setosa
+104,5.1586182527600055,2.5088899025809464,3.059431896001479,1.1706412163591113,Iris-versicolor
+105,5.3899193418882385,3.8696225704587035,1.3287429384606277,0.37443096389075925,Iris-setosa
+106,6.3525760821842425,2.9144869955866772,5.351369674313279,1.782314653248094,Iris-virginica
+107,5.583478321307361,3.0014500832865605,4.53843885056415,1.5076760215826668,Iris-versicolor
+108,7.336582615778628,2.9014329589723085,6.342652413788236,1.8109856217778846,Iris-virginica
+109,4.996651912470003,3.1887591795096806,1.2371770683189027,0.2,Iris-setosa
+110,6.653028283924361,3.2651731567980256,5.633574917509963,2.4999994368889658,Iris-virginica
+111,5.226047411174223,3.5842453052798007,1.4203699510174077,0.2,Iris-setosa
+112,5.783647580124412,2.790960820282763,5.11847944253189,2.3913921951250012,Iris-virginica
+113,5.123282976907861,3.3800523732994328,1.539721685738538,0.2,Iris-setosa
+114,4.661786857524278,3.224467035106799,1.405887022165222,0.2,Iris-setosa
+115,5.127982207768439,3.7823818566710683,1.4226507571965026,0.2,Iris-setosa
+116,7.322807763835987,2.8858644381790475,6.337551604995853,1.7875836202117081,Iris-virginica
+117,6.087084870296964,2.614343755786718,5.577532186940485,1.4162511638360138,Iris-virginica
+118,5.251114759546032,3.3840866355683468,1.6095829546368765,0.2,Iris-setosa
+119,5.44855723884379,4.0797589088790875,1.4504744652071127,0.2,Iris-setosa

iris/tab_ddpm/2_1/12/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/12/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.693200754152039,2.4763274163114546,4.981301980729904,1.9920809490208484,Iris-virginica
+1,5.908344585099439,3.1408760001239777,4.407752017641096,1.4861745708802128,Iris-versicolor
+2,4.667322439594099,3.2313688474608884,1.4263000088781763,0.2,Iris-setosa
+3,5.813410962696644,2.804532097802625,5.127639859877428,1.8523917286637364,Iris-virginica
+4,5.664247550790603,2.4657219306693285,5.010009414449211,2.0497435452551995,Iris-virginica
+5,6.325610793088069,2.3989698631628356,4.678386732884566,1.4192873531368917,Iris-versicolor
+6,5.002248853892973,3.60300096350614,1.3779655300893452,0.2,Iris-setosa
+7,5.3948702911414355,3.831544621010724,1.330859534641385,0.390878378516091,Iris-setosa
+8,4.504855748886812,2.2905260146998545,1.2805257947178776,0.27570693516946343,Iris-setosa
+9,6.0040332258308196,2.2000003437410025,5.029257593554175,1.4937175030485363,Iris-virginica
+10,6.4017472420371035,3.069191943644125,5.493977701001977,1.7955644609129717,Iris-virginica
+11,4.400000485887944,2.891048392662479,1.3985949290637492,0.2,Iris-setosa
+12,6.3903167660399,3.0527395351671447,5.51884681832582,1.7847066449232623,Iris-virginica
+13,5.203836787447437,3.526416057477353,1.4964779487152995,0.2,Iris-setosa
+14,6.24679790737856,2.301022426815639,4.349508526407983,1.2790254063130224,Iris-versicolor
+15,5.16843688551355,3.3925595291174,1.41585308093729,0.2,Iris-setosa
+16,5.954575569008852,2.2,4.971448882823396,1.4970157056988198,Iris-virginica
+17,5.963484871710861,2.2000004764751115,4.963707688937676,1.4920953387317368,Iris-virginica
+18,4.4,3.2001210254834813,1.286081921954493,0.2,Iris-setosa
+19,7.7,2.8285829670768328,6.699998936524402,1.9872794362040054,Iris-virginica
+20,6.4391800138376505,3.3684397424687202,5.59296543726168,2.3518857258334664,Iris-virginica
+21,5.274811124009249,3.532354596861758,1.4104501891709031,0.2,Iris-setosa
+22,4.831755687584521,3.024526086701267,1.3993462801664263,0.2,Iris-setosa
+23,6.671219993136228,3.137494024406664,4.472703259300641,1.4134471027782785,Iris-versicolor
+24,5.1466337042243975,3.481503241401501,1.3463025540710243,0.2433505353634716,Iris-setosa
+25,5.097359206192847,3.308977646424444,1.6930588485802416,0.5129304334860495,Iris-setosa
+26,5.794742807728401,2.774697702674779,5.105132288449388,2.3803595285485715,Iris-virginica
+27,5.161046904239366,2.6488089359717213,3.2714815713589567,1.3847752884730309,Iris-versicolor
+28,5.762150839312087,2.632260264093662,5.048080410014694,1.9402135996177756,Iris-virginica
+29,7.332014073790206,2.905969220190484,6.286760214727891,1.8172745225934814,Iris-virginica
+30,6.233740226608576,2.744197471651732,4.9005566194155605,1.798591571760791,Iris-virginica
+31,5.3969462845185125,3.9919032238060344,1.305369268860026,0.4517724323494403,Iris-setosa
+32,6.362733257412397,2.961392112199988,5.064477485119108,1.718025917299554,Iris-versicolor
+33,7.7,2.7929492284231614,6.7,1.982304162096912,Iris-virginica
+34,7.699998646499953,2.821112160192551,6.7,1.9992235185578775,Iris-virginica
+35,4.854994508623226,3.0096799708813324,1.3906597207811722,0.2,Iris-setosa
+36,5.311802851305517,3.6971833245816037,1.5116837432563675,0.2,Iris-setosa
+37,6.662680488426105,3.2857096144870197,5.6021971907890995,2.4999984365815187,Iris-virginica
+38,6.028744535655601,3.3630226003119046,4.531294889054287,1.6345883973549729,Iris-versicolor
+39,5.779935648891422,2.7170977563026706,5.092279884958731,1.89799702482174,Iris-virginica
+40,4.772978716634161,3.4333218175089733,1.342559654924736,0.24982342112133438,Iris-setosa
+41,5.123242478372455,3.769262934845213,1.6190225063150805,0.44900479347020666,Iris-setosa
+42,5.048481947885939,3.294061487597466,1.4046759476102455,0.2,Iris-setosa
+43,6.340293243403118,2.908487881401995,5.634645203080776,1.807111673550258,Iris-virginica
+44,4.4890699857449805,2.3017407287129714,1.2746699798205616,0.3049754384222489,Iris-setosa
+45,4.400000567747222,3.1880748658188667,1.2909262362633,0.2,Iris-setosa
+46,6.12537368645236,2.599100333706546,5.622520766375771,1.4034756534394899,Iris-virginica
+47,5.144801595572693,3.3590895415088595,1.362129533236331,0.2,Iris-setosa
+48,6.319051791486906,3.078017249989818,5.450063154748499,1.8082332352285415,Iris-virginica
+49,4.973205325680374,3.5829386269025454,1.4079692695133086,0.2,Iris-setosa
+50,5.705708678801405,4.4,1.5104281700040116,0.5690013466639358,Iris-setosa
+51,5.894827479707145,3.0094219984627535,5.063406024075047,1.78849611701896,Iris-virginica
+52,4.921714967518164,2.4060088235887247,3.3110206739820014,0.9944624958423384,Iris-versicolor
+53,5.29900380161812,3.551980294552971,1.5990095435146747,0.2,Iris-setosa
+54,6.408089052273526,2.7142350917754823,5.358469274517934,1.910989055670055,Iris-virginica
+55,6.735706499086367,3.319824802057083,5.678258581982132,2.100251891053578,Iris-virginica
+56,5.855609649649216,2.986147483360581,4.2132652659742105,1.4805216724161814,Iris-versicolor
+57,5.750396710102536,2.601915765855663,5.072498027531938,1.9458241305031474,Iris-virginica
+58,6.43985877363735,3.09247239792559,5.481172383279959,1.8006316301494334,Iris-virginica
+59,5.109461456479384,3.311830277388788,1.8823442278719533,0.4926793190663882,Iris-setosa
+60,5.768836604760588,2.6574839549256435,5.082394061749913,1.916083837488081,Iris-virginica
+61,6.490218092950434,3.1171198704555336,5.5348409673289805,1.840706169848144,Iris-virginica
+62,5.9787758731534595,2.20000034060401,4.977668302426148,1.501200854945018,Iris-virginica
+63,5.0662124101899435,3.6071985043524104,1.4081470872225021,0.2,Iris-setosa
+64,7.2996703079008975,2.88477738035025,6.3095590811562525,1.7832163532791647,Iris-virginica
+65,5.177528047464002,3.7826541342882383,1.5794013900451753,0.2,Iris-setosa
+66,6.963962790920596,2.9945560189131912,5.642970101088863,2.146223102093897,Iris-virginica
+67,5.657103840058739,4.399998508825874,1.49881877154335,0.3452080826926006,Iris-setosa
+68,5.738432352009464,4.4,1.5273305053098278,0.6715268606241391,Iris-setosa
+69,5.344371221112543,2.6627227410887873,4.074442896340246,1.3339863397113214,Iris-versicolor
+70,4.502781081431316,2.3139472538269987,1.3073617494646321,0.3294121723520341,Iris-setosa
+71,5.687840495120427,2.4894953192859113,4.991915594357008,2.0046516890336625,Iris-virginica
+72,5.000615859795405,3.297947972496602,1.382006923009017,0.2,Iris-setosa
+73,5.270500057942465,3.9024846243486517,1.6534149531712545,0.3095700574620911,Iris-setosa
+74,4.85557745508447,2.946997397059122,1.386824427305194,0.2,Iris-setosa
+75,7.2363844052603294,2.9164089808658757,6.112755251960383,1.8758755940074994,Iris-virginica
+76,4.560371925223755,3.3956063583628078,1.3797978039183694,0.3026838166153526,Iris-setosa
+77,4.578298303677637,3.2796196427943256,1.402577376214669,0.20403033759495653,Iris-setosa
+78,6.212039169261889,2.5683984945657876,5.016359747789414,1.5379888144668188,Iris-versicolor
+79,6.334732794228839,3.4302409316748874,5.616233933885435,2.3871439970008344,Iris-virginica
+80,6.044344748644095,2.200000308091522,4.99471858395085,1.507536675270178,Iris-virginica
+81,5.051853574067648,3.2921697332445437,1.32167899720841,0.2,Iris-setosa
+82,4.989563439982501,3.20817383425847,1.1888682656929437,0.2,Iris-setosa
+83,5.106844351980474,2.5205424824225315,3.512871196993349,1.2737209492481885,Iris-versicolor
+84,6.686333601749856,3.2969811395885973,5.648511557545989,2.4999993578814057,Iris-virginica
+85,6.9106847649514425,3.0093330290425526,5.589480702636112,2.1406611525698747,Iris-virginica
+86,4.943024194034211,3.487916806075701,1.3618491057348312,0.2221955086351916,Iris-setosa
+87,6.523956839120922,2.985655519221881,5.576507195243029,1.8012874334776843,Iris-virginica
+88,6.83313723932504,3.0305513221047677,5.559280764894258,2.1738293447478174,Iris-virginica
+89,5.833737909095502,2.8340002588509665,5.130229579578529,2.419063365272536,Iris-virginica
+90,6.054074977883065,2.9897162095617174,4.632262834532809,1.3854274002159888,Iris-versicolor
+91,6.318196279239484,2.6695738733858816,4.9512183089805974,1.8013529915251745,Iris-virginica
+92,6.400201319049996,3.001586958959043,5.493169398830698,1.795274428467367,Iris-virginica
+93,6.810966781708979,3.3615455898982045,5.714520759267066,2.5,Iris-virginica
+94,4.9027643004684505,3.1281619292264025,1.4900899751401133,0.1,Iris-setosa
+95,7.7,2.820181644406456,6.7,2.020343819116406,Iris-virginica
+96,7.7,2.8289421277845084,6.7,2.0734487781981046,Iris-virginica
+97,6.6898740610825165,3.05943908952084,5.574867094510368,1.9893202821082843,Iris-virginica
+98,4.924510564473856,2.4235686403172814,3.0461767785105227,1.0562456771948174,Iris-versicolor
+99,7.168971545947116,3.0370788064361998,6.013657206372161,2.063678574398957,Iris-virginica
+100,6.719833873583349,3.330084088603986,5.731270727552619,2.5,Iris-virginica
+101,5.99481252542833,3.3962448268063112,4.538946230331159,1.5877855766333786,Iris-versicolor
+102,6.650986011167257,3.29428216640088,5.652411473033715,2.3221966818712385,Iris-virginica
+103,5.988227433043201,3.4192058510579377,4.474032189950024,1.5890174271535615,Iris-versicolor
+104,7.219726346100081,2.9607214949620455,6.095489991913736,1.9376866895669467,Iris-virginica
+105,4.986981129832001,3.20573910264745,1.2211094895503158,0.2,Iris-setosa
+106,7.7,2.815619861999998,6.7,2.059429638370888,Iris-virginica
+107,4.6285237595768125,3.3826579187789654,1.4062414712263607,0.29350775998195505,Iris-setosa
+108,6.428315333209659,2.719675730503691,5.43275353507387,1.8798364082788217,Iris-virginica
+109,5.886668070896875,2.9951186432464114,4.124777721622933,1.5159845851427387,Iris-versicolor
+110,5.760929141346238,2.7921663437457886,5.153240641272499,2.4156960052570113,Iris-virginica
+111,6.209173000104855,2.6187014137489975,5.089805982126719,1.9226882622334498,Iris-virginica
+112,5.641774944945341,3.01613509381391,4.092843667710499,1.3247383148255718,Iris-versicolor
+113,5.6146626865223555,2.977025983906608,4.1047576336678295,1.2571456931254963,Iris-versicolor
+114,5.021597181863873,3.6594869603173033,1.6358837121656271,0.2,Iris-setosa
+115,5.099563714946222,3.521504379558518,1.381525367430159,0.30724516780589645,Iris-setosa
+116,5.428224508180445,3.4275337275904083,1.90424643897612,0.2,Iris-setosa
+117,7.7,2.79165026642662,6.7,1.9612086514995322,Iris-virginica
+118,5.054485767726122,3.5253276497069193,1.3664846397945465,0.304762772114297,Iris-setosa
+119,6.344205529698358,2.7808256532833404,5.1146479953785615,1.4894843843834549,Iris-virginica

iris/tab_ddpm/2_1/13/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/13/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.496642212052347,2.4052618776930257,3.698421150496201,1.015896923632129,Iris-versicolor
+1,6.461074867277503,2.9303634616439704,4.317108153229472,1.3139751698466164,Iris-versicolor
+2,5.975387360423725,2.6463451157846403,5.023129609491463,1.5218740535011817,Iris-versicolor
+3,4.944762336868784,2.420799573977668,2.7757828979835804,1.019968853489952,Iris-versicolor
+4,4.599311667674069,3.391595484249425,1.353971286038131,0.30800630999985756,Iris-setosa
+5,4.6002229967410875,3.6451941391714158,1.0,0.2,Iris-setosa
+6,6.43620800889781,3.041138759595605,5.518115639454062,1.8023083862191003,Iris-virginica
+7,6.32637900472108,2.805567652405049,5.103473418643234,1.5154418962447973,Iris-virginica
+8,4.617404948700813,3.2463752103948975,1.4095622964956316,0.2,Iris-setosa
+9,5.001990284801633,3.318315131007769,1.3728598425330023,0.2,Iris-setosa
+10,5.687946979613585,2.8220616534750382,4.2716365048070175,1.3455745941092063,Iris-versicolor
+11,6.311932232689476,2.710555962180063,4.928776352381038,1.7649062218376392,Iris-virginica
+12,5.865182535616063,3.0035772545535973,4.343278676794995,1.3654095231362997,Iris-versicolor
+13,5.174297224664242,3.4893328073482577,1.4963081688555577,0.2,Iris-setosa
+14,5.4484812340099715,2.4844369736400784,4.053291982077396,0.9756564215925259,Iris-versicolor
+15,4.4,2.8811757040128487,1.400503586044116,0.2,Iris-setosa
+16,6.349700110424637,2.9253661745753883,5.567086052665688,1.7886324897797952,Iris-virginica
+17,5.977058986796296,3.3882226863223233,4.446516579623115,1.5769863666659674,Iris-versicolor
+18,6.025801206468881,3.0056304301185466,4.750737751761124,1.7976375160146176,Iris-virginica
+19,6.382803018609505,2.915207171244395,5.56540176162854,1.8173048381021,Iris-virginica
+20,6.694402352220718,3.3249911507236356,5.711080290052168,2.088488802163633,Iris-virginica
+21,4.928883105940121,2.417604376608709,3.06810694261602,1.0167892169841743,Iris-versicolor
+22,5.677541600432255,2.726425243363968,4.367845267856848,1.301460905601952,Iris-versicolor
+23,6.790543606003945,3.1116847530292455,4.437028970414346,1.4066056836314904,Iris-versicolor
+24,5.21421062179367,3.8372681043431087,1.9808858803372313,0.47059229949723297,Iris-setosa
+25,6.297663866106389,2.3115181328168597,4.439089704836881,1.3060869737722418,Iris-versicolor
+26,6.427137446525849,3.034678805958407,5.486613988179263,1.802527808599624,Iris-virginica
+27,6.001651503059171,2.710700520385599,5.124645125194841,1.6047786327714413,Iris-versicolor
+28,6.6898364135411725,3.2919000707355854,5.779384485513677,2.163704601471463,Iris-virginica
+29,5.886977457850925,2.9697791539223855,4.480919417820712,1.3614065725447801,Iris-versicolor
+30,5.835676491344937,3.0016750560351673,4.230506984172619,1.4999670451306857,Iris-versicolor
+31,6.063949311906046,2.2000002828164877,5.028866359759517,1.5058106897355066,Iris-virginica
+32,5.757544483910078,2.620984746445458,5.067863672392907,1.9240355962317544,Iris-virginica
+33,6.52968575823943,2.945757455949062,5.302542144825858,1.807078977103637,Iris-virginica
+34,4.645712347877713,3.249471172110079,1.4002079207684837,0.2,Iris-setosa
+35,6.3399226302091645,2.293760667836282,4.375522870134035,1.2987924641953896,Iris-versicolor
+36,6.170993926819794,3.299760569434661,4.563573530008541,1.5631147008731456,Iris-versicolor
+37,5.120367867008303,3.6741542037111157,1.4938531989052437,0.46263256967468436,Iris-setosa
+38,6.8751694282225655,3.2147389560274466,5.658291736455173,2.244503268602046,Iris-virginica
+39,6.324409116718907,2.7009606477040813,5.07450082825917,1.9267181055359943,Iris-virginica
+40,5.819993694626989,4.3999992582192,1.5189443608700097,0.3936142291094391,Iris-setosa
+41,6.152143386711684,2.649961565925591,5.592581781137919,1.4501322674033301,Iris-virginica
+42,4.999664856725434,3.5161715418055164,1.6218856115152678,0.2,Iris-setosa
+43,5.952887132396739,2.2,5.018259016442856,1.4900555140194953,Iris-virginica
+44,5.320315871170475,3.873064889462335,1.7686264719108997,0.39190272119243297,Iris-setosa
+45,5.455936499886009,2.553320592855154,4.314183775743119,1.066370814497128,Iris-versicolor
+46,5.63222038355341,2.7205361552090994,4.39441612543115,1.2955449984784608,Iris-versicolor
+47,6.3494038216021496,2.9235750282965043,5.5763245211558425,1.7846835780687162,Iris-virginica
+48,6.222653695765986,2.5110511849358335,5.036925873421409,1.9216037687552514,Iris-virginica
+49,6.21844628557839,2.3094141349760595,4.31817244444625,1.301900346516455,Iris-versicolor
+50,4.963384450608859,3.5433236592182933,1.3738467515747868,0.2,Iris-setosa
+51,4.940862323019856,3.537626968456094,1.3189159937630177,0.3040192560066823,Iris-setosa
+52,4.4,2.895733020127422,1.4132759431901751,0.2,Iris-setosa
+53,6.638662526720202,3.0228207301928074,4.364761247406228,1.381726138901592,Iris-versicolor
+54,4.894690518780592,3.530434127040431,1.3418949484582603,0.2789162436251484,Iris-setosa
+55,5.01132687596604,3.558019857548788,1.4211233428679615,0.3371084193288775,Iris-setosa
+56,5.484213385877548,2.5896275260897186,4.338341793150773,1.0913389024835831,Iris-versicolor
+57,5.779706292328437,2.766297353040386,5.099970631127761,2.391554011978089,Iris-virginica
+58,4.975613654297497,3.2592140070405233,1.3110591773285591,0.2,Iris-setosa
+59,5.3520442599828835,3.883085810175552,1.8796844153340106,0.392630799644732,Iris-setosa
+60,6.391609125173857,2.9654040771339236,5.470959919318293,1.747208355808077,Iris-virginica
+61,7.7,2.7922839175347955,6.699998743505915,2.0298632483467247,Iris-virginica
+62,6.672436899579579,3.1019794642191965,4.438497925033074,1.402560809365796,Iris-versicolor
+63,5.4644603821438515,2.9822142958507225,4.441998766393818,1.5059117719879171,Iris-versicolor
+64,5.920758678160158,3.2282158159580945,4.734651276774789,1.7998036346896193,Iris-versicolor
+65,5.558202136035731,2.585920560248903,4.248778540456308,1.2219371276691733,Iris-versicolor
+66,5.794732401694382,2.76774887361589,5.0851776305784995,1.8835114502920693,Iris-virginica
+67,6.773107527411431,3.2043297602004532,5.693381160896958,2.123428707990149,Iris-virginica
+68,5.479002107396083,2.403756790140281,3.794402598615383,1.1258433604181497,Iris-versicolor
+69,5.638745742579842,2.680498263077111,4.24428970753221,1.300858060595758,Iris-versicolor
+70,6.688527532211908,3.27864238428105,5.649617648858429,2.0842807911604195,Iris-virginica
+71,5.550080927766567,2.3820232209975485,3.8419108017892487,1.0994037878565606,Iris-versicolor
+72,4.96114247679983,2.441017576918113,3.1366570480326637,1.1050808790016111,Iris-versicolor
+73,5.209691312619061,3.453387762894628,1.5574402699258052,0.2,Iris-setosa
+74,6.97396332702965,3.1912917499547158,5.701051671893887,2.294495642665192,Iris-virginica
+75,4.610272068875347,3.217866924627949,1.3680005862458462,0.2,Iris-setosa
+76,4.806557003514879,2.901902737791078,1.406532575814384,0.2,Iris-setosa
+77,4.981598351149017,3.4851137708260604,1.3159306146062584,0.2965684181669954,Iris-setosa
+78,4.4,2.9036475973421627,1.4037536708479592,0.2,Iris-setosa
+79,7.7,2.772837656569562,6.7,1.9933844823292182,Iris-virginica
+80,5.131896352336678,3.8779588594059793,1.5592465069809653,0.2,Iris-setosa
+81,4.5831346658182195,3.6095538103867892,1.0,0.2,Iris-setosa
+82,4.996502077181284,3.4709396872934177,1.314230145091886,0.27718406984009736,Iris-setosa
+83,5.9203188814342935,2.9902275944820373,5.107796785043488,1.7992429684753524,Iris-virginica
+84,5.1140064746162865,3.7894637379765794,1.6396908914965223,0.2,Iris-setosa
+85,6.070302290515113,3.3719949608805555,4.507017609494418,1.5945730862307994,Iris-versicolor
+86,6.01413024463302,2.702688233599616,5.070271140797277,1.6036587439018388,Iris-versicolor
+87,5.216224678664224,3.394587770126512,1.3390619472349639,0.2,Iris-setosa
+88,4.4,2.9237378347791547,1.4036079478544525,0.2,Iris-setosa
+89,5.069232112277047,3.511463271189618,1.3553576482162542,0.3452474130357069,Iris-setosa
+90,5.787545573907169,2.5744093810255557,5.00454352927895,1.9508926622190708,Iris-virginica
+91,6.261795419417872,3.4110375158221795,5.597715339990062,2.391249598495471,Iris-virginica
+92,5.362810644445995,2.4462129418966274,3.1311317534427783,1.0965195287701803,Iris-versicolor
+93,4.90747857195718,3.4796793543123794,1.3304044402402289,0.28078178183069286,Iris-setosa
+94,6.050740258649,3.1734381182230167,4.58778336298207,1.6191011625616272,Iris-versicolor
+95,5.173496259850483,3.883738327895893,1.6565271054786248,0.22984771953168043,Iris-setosa
+96,6.336452194674314,2.2953921269840287,4.415357453469215,1.2910116492925898,Iris-versicolor
+97,5.9027464268407766,3.0147112734722987,5.09793129404939,1.7997170412853596,Iris-virginica
+98,5.990976339828867,2.698099598890734,5.134190729165667,1.5944357284467536,Iris-versicolor
+99,6.305618302172127,2.7732055421840163,5.130726886739051,1.4863678343050126,Iris-virginica
+100,4.909704097719884,3.1160785189485263,1.5235008280833962,0.1,Iris-setosa
+101,5.128874922246043,3.797116973015567,1.9268924386033026,0.3951123720567391,Iris-setosa
+102,5.174528273056433,3.406379721436342,1.4407447591005629,0.2,Iris-setosa
+103,5.931796268983445,3.216762720537458,4.65852812800727,1.6601326329298942,Iris-versicolor
+104,5.994953049575231,3.0055257610228137,4.785966812153658,1.8064741066681769,Iris-virginica
+105,6.711890921617015,2.978172350985099,5.429939900126673,2.063458954350718,Iris-virginica
+106,4.6548840673093075,3.135765889729873,1.3608513881925557,0.2,Iris-setosa
+107,5.104673884931307,3.5884308289458007,1.5192534385795633,0.2,Iris-setosa
+108,5.321628752870371,2.589970788492715,4.0187919750582095,1.292908877175858,Iris-versicolor
+109,5.956477632536094,3.323849798249075,4.588755354550311,1.6593172972112362,Iris-versicolor
+110,5.818727552268181,2.9454633336199363,4.174571209660602,1.3178897708895598,Iris-versicolor
+111,6.420226200046101,2.895494608462216,5.797402452692833,1.8302025092252052,Iris-virginica
+112,6.416310195941919,2.6887826340508565,5.217319056941514,1.8916597518698008,Iris-virginica
+113,4.574300671360267,3.6083612732655626,1.0,0.2,Iris-setosa
+114,5.129688528887278,3.561789047144803,1.4353955511862957,0.2,Iris-setosa
+115,5.15451943799531,2.674916324426302,3.7962462722767087,1.4026219754531006,Iris-versicolor
+116,4.659242121775078,3.398027443277213,1.4097034462121207,0.2852070947673275,Iris-setosa
+117,4.946838519202004,3.5921490229684556,1.3607612979635704,0.2,Iris-setosa
+118,6.106707904042406,2.9878643328572183,5.037615703705119,1.812349986823899,Iris-virginica
+119,6.672299314532073,3.2396627398181677,5.576237289252506,2.5,Iris-virginica

iris/tab_ddpm/2_1/14/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/14/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.703188725217931,2.8994318336077813,4.283222884788356,1.3292575573582188,Iris-versicolor
+1,6.191162547537595,2.921399767206263,4.323454856449674,1.3252660902102837,Iris-versicolor
+2,4.875458717171092,3.4169065702958985,1.6032292118612483,0.2,Iris-setosa
+3,4.918144251989268,2.4121400571136573,3.4065425862971788,0.9264675557585752,Iris-versicolor
+4,4.887631890602483,3.0963098031172023,1.4871268564348519,0.10000017370220203,Iris-setosa
+5,5.528274646769959,2.6150555016844557,4.25387915232799,1.2841591212155181,Iris-versicolor
+6,5.854305109720014,3.0351166050129557,4.3330183074298345,1.5409379016037628,Iris-versicolor
+7,6.2715860863679405,2.303188093867556,4.3680397587597035,1.310231513531652,Iris-versicolor
+8,7.7,2.814628610200278,6.7,1.9968745431153774,Iris-virginica
+9,7.296681380389101,2.8976903072019677,6.324800579859331,1.797160177542691,Iris-virginica
+10,5.10277468472908,3.778820718448721,1.6435174286225476,0.47609742911920605,Iris-setosa
+11,6.272768159176463,2.7272140841772194,4.877476595363849,1.7869210202119272,Iris-virginica
+12,4.875341157062333,3.0943142774464674,1.489650246522536,0.1,Iris-setosa
+13,6.897934984367976,3.158856768011816,5.73037772438096,2.2292100458654223,Iris-virginica
+14,6.100777532725782,2.5844782924530496,5.694530452043271,1.3869926592138369,Iris-virginica
+15,4.983536964659305,3.5466750607803292,1.3459994689384163,0.2,Iris-setosa
+16,5.379080250104892,2.432600863056944,3.4029904021701682,0.9643754621311289,Iris-versicolor
+17,5.596916894416793,2.9343972756730134,4.036268929672035,1.316511288953584,Iris-versicolor
+18,6.189579380678967,2.6323684159123406,5.543913672990504,1.458867469000813,Iris-virginica
+19,5.336530132197492,3.6878943410818317,1.4089050571956183,0.2,Iris-setosa
+20,5.3890732596003845,3.905992996719113,2.096199687010362,0.5842460571498482,Iris-setosa
+21,5.977627884029699,2.7126150735379495,5.0838826078684995,1.5849183565295542,Iris-versicolor
+22,5.567169778016082,2.5946353948673773,4.068025070666832,1.2844202329333179,Iris-versicolor
+23,6.718604744694757,2.9950440761541612,5.012712391849551,1.7074140003526495,Iris-versicolor
+24,6.316289989494725,2.647734253628426,4.959707327153976,1.7637449601594042,Iris-virginica
+25,5.648146368568284,2.368930550065309,3.752580137736845,1.1732354366265425,Iris-versicolor
+26,4.776000960468219,3.3967972353719755,1.6068138549203328,0.2,Iris-setosa
+27,5.924800216590104,3.2426018732967927,4.737304771939743,1.7510548773939316,Iris-versicolor
+28,6.949359376436028,3.1419209757779267,5.701553303084199,2.2634703670290635,Iris-virginica
+29,5.801884807330862,3.1616657566966504,4.649186578383679,1.7708364378494426,Iris-versicolor
+30,5.32096723600826,3.837792642997169,1.6537137611254171,0.31077878494558825,Iris-setosa
+31,4.5035146700124535,2.3034246677618357,1.3076505576671917,0.3227132318346397,Iris-setosa
+32,5.478994881605514,4.232325407878652,1.3716125946779154,0.2,Iris-setosa
+33,4.893805125755964,3.112288983206735,1.484158224986037,0.10000025517120763,Iris-setosa
+34,6.129524652761367,2.6364681781479535,5.535335214907613,1.4955115189365447,Iris-virginica
+35,4.603764516026489,3.5997523576146824,1.0000005643703493,0.2,Iris-setosa
+36,5.053830909180388,3.331943774696599,1.3238485286519397,0.2,Iris-setosa
+37,6.53084053738171,3.017252864811122,5.548213081290194,1.7874143861483938,Iris-virginica
+38,5.000509103393031,2.471007375262909,3.0874135750757175,1.2682906213320768,Iris-versicolor
+39,6.422203140063262,2.975233759891153,5.4517284834298705,1.7966186498297345,Iris-virginica
+40,4.904967092441593,3.029204741264112,1.3689408273606731,0.2,Iris-setosa
+41,4.89290856845541,2.393631829066083,3.8010273739513885,1.0283281399297568,Iris-versicolor
+42,5.847261581754847,3.139047439246575,4.649483655435905,1.6101405396500885,Iris-versicolor
+43,5.835780983210523,2.7518050898754542,5.112141101317304,1.8854720825209443,Iris-virginica
+44,6.296618552911418,2.7834599177031247,5.534305021092608,1.7782628826947753,Iris-virginica
+45,6.6837335500243995,3.274618157363071,5.676115984130104,2.1467913198323023,Iris-virginica
+46,6.490841131828798,2.9415896456259354,4.3325124236397,1.3493535015016074,Iris-versicolor
+47,5.797209240619358,2.788610473329775,5.11935715477919,2.3875832473629326,Iris-virginica
+48,6.2990992000809936,3.252903728020057,4.506303372202179,1.5239488269579446,Iris-versicolor
+49,5.259446559064217,2.4411349984573416,3.3019612899237316,0.9919862291058483,Iris-versicolor
+50,7.699997592533542,2.8310401922838304,6.699997663817464,1.9947157310992407,Iris-virginica
+51,4.400000659479946,2.907882421444192,1.4052720546581714,0.2,Iris-setosa
+52,5.265689750242938,3.455825841353821,1.4143151546555073,0.2,Iris-setosa
+53,7.699995058303891,2.826485028305939,6.699995997068818,2.0065017246239942,Iris-virginica
+54,5.6749086439915075,4.4,1.4808696197486846,0.3900420854630403,Iris-setosa
+55,5.027193937114452,3.5003350640355686,1.3212276288967342,0.30091525487131254,Iris-setosa
+56,6.661720607715371,3.1244140474337505,4.41944342683823,1.4236572467054338,Iris-versicolor
+57,5.432129704496144,3.3839697761092187,1.905939754524307,0.2,Iris-setosa
+58,5.742347560655314,2.394858506848177,4.118194472861752,1.187715005560603,Iris-versicolor
+59,5.795897698013853,2.8048010635100367,5.09583480311458,2.4172645801971036,Iris-virginica
+60,6.270163211426929,2.4841769560989957,4.826935261899432,1.478481614522686,Iris-versicolor
+61,4.963571195512725,3.5538490983179356,1.404577995729086,0.2,Iris-setosa
+62,5.807231414273388,2.8266784169771664,5.1524942246199705,1.8683009546324347,Iris-virginica
+63,7.7,2.7818524527462523,6.7,2.029234191616775,Iris-virginica
+64,5.7360173875551395,2.5422618754554325,5.047632982251505,1.9785904026414398,Iris-virginica
+65,6.287322588197712,2.7870355183437283,5.0594101807877,1.5080499083981724,Iris-virginica
+66,7.7,2.812149032197475,6.7,2.0013817320256377,Iris-virginica
+67,5.881784666895847,2.990684174064182,5.072295985680129,1.7944937295404721,Iris-virginica
+68,5.526790853048904,3.365791641126437,2.6589653370327935,0.2,Iris-setosa
+69,5.99879702781708,3.16278451467079,4.566677684618381,1.6050752880547012,Iris-versicolor
+70,6.229624380216738,3.0418638034971144,4.48247261629015,1.4237772105185689,Iris-versicolor
+71,6.025197668705041,2.699954898129013,5.148945401980072,1.6035996393432925,Iris-versicolor
+72,6.72384705033364,3.318184908155507,5.751342008519456,2.158208677292166,Iris-virginica
+73,6.274227587999193,2.3991631016322046,4.667116567821378,1.4403889611602156,Iris-versicolor
+74,6.329866476364747,3.4183050461097246,5.584784794066279,2.418866516630205,Iris-virginica
+75,6.756868482372912,3.3205340110158144,5.661477744053217,2.5,Iris-virginica
+76,4.4,3.2321212231123497,1.2930568837492595,0.2,Iris-setosa
+77,6.003572304556735,3.418993107547682,4.536536456715464,1.6163317484068964,Iris-versicolor
+78,7.166540005045881,2.8949269689078725,6.21772265621651,1.841222275955902,Iris-virginica
+79,5.669622324808534,4.399998909170843,1.4873765178055987,0.5112727629824745,Iris-setosa
+80,5.493192172791736,4.209688550305205,1.4027116801145982,0.2,Iris-setosa
+81,5.945527869347681,2.7294126909920218,5.267313061481551,1.8257758680782752,Iris-virginica
+82,6.434701959546479,2.989615247159656,5.4194659132201695,1.7986676798894128,Iris-virginica
+83,6.313936736477296,2.4555170943171922,4.7969707453425725,1.481986009237843,Iris-versicolor
+84,5.536572559465417,3.0341547514544214,4.579233375445422,1.5253280825058442,Iris-versicolor
+85,6.3913675410795525,3.3875566049765755,5.67318012485449,2.3712735123887705,Iris-virginica
+86,6.454132013520824,3.0801746263672487,5.492100034096822,1.8116805722326403,Iris-virginica
+87,5.658236765773836,4.399999162547541,1.4841492134929661,0.3747512925683505,Iris-setosa
+88,6.039685717421054,2.2000002847319635,5.009439507556104,1.508614437104895,Iris-virginica
+89,6.0160555692154745,2.6998231661200154,5.132789034135832,1.6160012116240121,Iris-versicolor
+90,5.143261945023649,3.804839211599291,1.676183712803166,0.3936146410223472,Iris-setosa
+91,6.460504396158222,2.976914063523429,5.515335500395023,1.7690579452210264,Iris-virginica
+92,5.4259497091920466,3.9434976877001193,1.3151429378211636,0.4044039103213632,Iris-setosa
+93,6.078095176919229,2.991576124037795,5.273026106755852,1.832441495411973,Iris-virginica
+94,4.6021377256954725,3.652375641059622,1.000000552886513,0.2,Iris-setosa
+95,5.731742273948482,4.4,1.5225654539013116,0.39478180070069796,Iris-setosa
+96,4.920636169549699,3.300299408795914,1.325927252154851,0.2,Iris-setosa
+97,5.941292857531694,2.365110664504724,4.192019360351965,1.2898141813304602,Iris-versicolor
+98,5.509114848366758,4.2192718207104,1.3960714909432304,0.2,Iris-setosa
+99,4.611228316167073,3.1549104105363477,1.410131977986907,0.2,Iris-setosa
+100,6.340291133493521,2.551278028866053,5.037587698645676,1.8803104156223667,Iris-virginica
+101,5.607291963016164,2.658908843080093,4.158940070887589,1.2883479158869342,Iris-versicolor
+102,5.3088447590310555,3.36848619335111,1.6920797035761437,0.2,Iris-setosa
+103,5.461970028325977,2.9860331099379884,4.425167855310357,1.4873058923943345,Iris-versicolor
+104,5.6671730270350515,4.399998841082089,1.5083795008674197,0.36281722380512965,Iris-setosa
+105,6.70811668138064,2.991856255546134,5.023900800404132,1.7276022911749862,Iris-versicolor
+106,6.505171820610394,3.3425388487842187,5.651323784111167,2.3243172130619896,Iris-virginica
+107,4.57379229264797,3.6795230800803282,1.0,0.2,Iris-setosa
+108,5.178622086048193,3.4851722184792058,1.490302007684226,0.2,Iris-setosa
+109,6.807397793046402,3.218777672667512,5.796507974307236,2.296838217164575,Iris-virginica
+110,6.3718528354070445,2.8588838044087463,4.259796875015072,1.2881832653444123,Iris-versicolor
+111,5.811843167551064,2.8477649035616452,5.101566602759741,2.4165274695548074,Iris-virginica
+112,6.269793552892362,2.48772344378728,4.900943342108033,1.5162079169355787,Iris-versicolor
+113,6.011691145511261,3.441173384790326,4.53559975630697,1.6066606693361531,Iris-versicolor
+114,5.5489983999245585,2.47246782171593,4.246591486873867,0.9920798209228099,Iris-versicolor
+115,5.46140118197323,2.3878966826325287,3.622532352928892,1.0223192793670095,Iris-versicolor
+116,7.7,2.7423652622061896,6.7,2.0580040236563777,Iris-virginica
+117,6.103762464316045,2.602161460007956,5.639566880439442,1.3978589848676661,Iris-virginica
+118,5.130611528110512,3.840607186838839,1.7605005316257318,0.4686484920442599,Iris-setosa
+119,4.500893838254111,2.3123823541249533,1.313364505042341,0.30738019271357697,Iris-setosa

iris/tab_ddpm/2_1/15/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/15/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.876630387994834,2.9883215820338527,1.3817238199182822,0.2,Iris-setosa
+1,5.581342950812456,3.0478964042899643,4.592553360457702,1.598019325430646,Iris-versicolor
+2,6.9233634071209975,3.043155476927016,5.571167830461132,2.180436187279445,Iris-virginica
+3,6.665403351188456,3.1033428716758236,4.51849135135137,1.472202747896247,Iris-versicolor
+4,6.392537002818559,3.0491601190261237,5.503071598367046,1.8028358906836452,Iris-virginica
+5,6.092068299499766,2.850105235579255,5.226214236901911,1.6409548203573658,Iris-virginica
+6,6.654559190966334,3.1122197573050157,4.4609717035301655,1.4095107513086578,Iris-versicolor
+7,4.80933945697008,3.1855207231376506,1.4320249585196565,0.2,Iris-setosa
+8,4.925609678300448,3.495430276263814,1.316729450684818,0.34257148862438214,Iris-setosa
+9,5.172490757909198,3.428725580761705,1.4888155677671808,0.2,Iris-setosa
+10,5.017708133558093,2.4629126447387915,2.8967821203144037,1.0014371390628227,Iris-versicolor
+11,6.695188594170319,3.2964198103128095,5.685925383256989,2.5,Iris-virginica
+12,6.0083016206273125,2.2000003249393543,4.958851260223712,1.5047646110592914,Iris-virginica
+13,5.447431171957501,3.005644783454683,4.489890265104515,1.5009828707948047,Iris-versicolor
+14,5.053183274061311,2.4242207607945483,3.137044529433928,0.9850638379094514,Iris-versicolor
+15,4.8506949302632405,3.202651538465832,1.3742467725565926,0.2,Iris-setosa
+16,5.464499537275464,2.977094440540092,4.366167852895178,1.4641519306517004,Iris-versicolor
+17,7.699999032981702,2.7783829436851777,6.7,1.9819535918566318,Iris-virginica
+18,5.468241864782273,2.699504587765086,4.154843867736436,1.319498879952168,Iris-versicolor
+19,4.4,3.105125875810843,1.318837036493906,0.2,Iris-setosa
+20,5.529091353739973,2.3968615528852353,3.519941113889134,1.1010431707563932,Iris-versicolor
+21,5.008872563584163,2.4560495652514525,3.28097968449614,1.0280814120062636,Iris-versicolor
+22,5.12385853217074,3.81427175259197,1.6879002343670588,0.48626823073178516,Iris-setosa
+23,5.780730816111955,2.6670559091553097,5.088628307561782,1.9097748169135595,Iris-virginica
+24,5.3379021082825515,3.772232914355655,1.4934596612070603,0.2,Iris-setosa
+25,5.798798453611338,2.9925991282937083,4.131239184130465,1.477878963374594,Iris-versicolor
+26,4.4,3.219864673061984,1.2782889176541496,0.2,Iris-setosa
+27,6.694156002165266,3.093680967733978,4.393335156403257,1.3996620500339765,Iris-versicolor
+28,5.79267280011886,4.39999919670768,1.4965715065054315,0.3561151786331084,Iris-setosa
+29,7.7,2.766466239875008,6.7,2.043399629273538,Iris-virginica
+30,5.828029206457939,2.775737991349733,5.123370517667429,1.8908608996955405,Iris-virginica
+31,5.044268727536568,3.6973198214758742,1.6130817871180185,0.2,Iris-setosa
+32,4.4,2.939519378851869,1.377096886056801,0.2,Iris-setosa
+33,6.599108506368763,3.310430042722487,5.669795933693176,2.2224944497808727,Iris-virginica
+34,6.300506317660041,2.97848725072653,5.519315332175436,1.7780469497716478,Iris-virginica
+35,5.486679020547503,2.6273230880548937,4.293450620359552,1.2579087686595694,Iris-versicolor
+36,6.295421615757696,2.761233612493251,5.1207570208397835,1.4663499445228425,Iris-virginica
+37,4.583528048039124,3.6083535643554563,1.000000376888978,0.2,Iris-setosa
+38,4.593243516869512,3.227417039373614,1.3777281034723388,0.2,Iris-setosa
+39,5.108510691785536,2.4834148849884765,3.421415549124358,1.2561259983862934,Iris-versicolor
+40,5.120891357741801,2.495195043403989,3.0938978386583864,1.0939647763829523,Iris-versicolor
+41,5.948643650790696,2.9753684175051553,4.162413936335543,1.4756400556018052,Iris-versicolor
+42,6.718629497378266,2.9696863977929033,5.4636848383446095,1.9968542177154076,Iris-virginica
+43,7.7,2.8076372299459225,6.7,2.03619658942673,Iris-virginica
+44,7.7,2.70951794593551,6.7,2.1009707443197443,Iris-virginica
+45,5.945208881739776,3.2681393531401026,4.754641538536283,1.7516407349763055,Iris-versicolor
+46,7.7,2.811779760388203,6.7,1.961980565022409,Iris-virginica
+47,4.987469269189898,3.5840372855495115,1.617559368136339,0.2849477587939762,Iris-setosa
+48,5.471404190125367,2.404158076299414,3.8285356506249233,1.0697298910562865,Iris-versicolor
+49,5.133842902640509,3.3326823240065098,1.8949069913044911,0.5628508991689896,Iris-setosa
+50,7.7,2.8102671104010373,6.7,1.9899394857463613,Iris-virginica
+51,5.990184387601432,2.2000003768389784,4.986397375668544,1.4801461242724012,Iris-virginica
+52,4.6795031901023405,3.2248172847998604,1.40346581984647,0.2,Iris-setosa
+53,5.762834526873217,2.6596637504941367,5.074128519726487,1.9160707362288756,Iris-virginica
+54,4.822007849600597,3.2778929744579335,1.399297913398724,0.2,Iris-setosa
+55,6.702107669772575,2.98842802910364,5.022775469787342,1.723260620129116,Iris-versicolor
+56,5.139869065738855,3.3806355975112194,1.4255107713637818,0.2,Iris-setosa
+57,5.980916983029692,3.4526174383033634,4.540650440095272,1.5621262756659606,Iris-versicolor
+58,6.005051250094718,2.2,4.992645732292075,1.5029726268434982,Iris-virginica
+59,5.8760924881457175,2.9793588412128083,5.0586033165689335,1.804874172138927,Iris-virginica
+60,6.20609708948191,2.861432177117436,4.986337170258096,1.7088076137468358,Iris-virginica
+61,5.288749852222533,2.438570044790967,3.278564141222325,1.022406969968498,Iris-versicolor
+62,6.74336953236077,3.296373433799969,5.660373151840224,2.5,Iris-virginica
+63,5.757538016763807,2.6481188814767562,5.07509053140783,1.91114597289167,Iris-virginica
+64,5.875716270057321,2.9830778855358675,5.091279333596521,1.8274091162949293,Iris-virginica
+65,4.586004999136198,3.6058878934653813,1.0000003681438365,0.2,Iris-setosa
+66,5.1084841733891935,3.3552151540122193,1.3966827956241945,0.2,Iris-setosa
+67,6.297778897575768,3.1965561870027743,4.607159874446637,1.508198520049955,Iris-versicolor
+68,6.303218626254741,2.7766937232624525,4.815915667047362,1.7354394794021024,Iris-virginica
+69,6.11421437053108,2.6372242812120597,5.566221194117956,1.4174768413774692,Iris-virginica
+70,4.941900812719889,3.403508442740777,1.5213703016033124,0.2,Iris-setosa
+71,6.211551316523584,3.4431991535148367,5.683089859433159,2.4063881297415066,Iris-virginica
+72,5.112833059163142,3.7415902076349346,1.6100680306145148,0.2,Iris-setosa
+73,5.438963440469837,2.4199630567811967,3.4784104284763573,1.0768561282696805,Iris-versicolor
+74,5.48990651290581,2.3950790862530247,3.792154846773477,1.07837464445646,Iris-versicolor
+75,5.110213173940419,3.423999456978306,1.5300714513776152,0.2,Iris-setosa
+76,5.933086926310607,2.846788787039393,5.163044013909938,2.41423915385243,Iris-virginica
+77,5.36777743565668,3.5747654529397583,1.5459648432587363,0.2,Iris-setosa
+78,5.838329526934955,2.7842584900443046,5.1171767866469455,2.3637131654318724,Iris-virginica
+79,5.79078863861536,2.6812411013749196,5.068672475878715,1.8783431677798441,Iris-virginica
+80,4.976430527311713,2.459656266996389,2.9770010706012524,1.0784186828873035,Iris-versicolor
+81,6.60836933430683,3.1015150393575195,4.443009678827642,1.4422151888974226,Iris-versicolor
+82,7.35320902552216,2.9029173279927423,6.3235834584957695,1.800443848044436,Iris-virginica
+83,5.014222442242494,3.2962368466169902,1.3632264856450904,0.2,Iris-setosa
+84,5.431034193553655,3.9358428073888403,1.2913393413544911,0.471949381184507,Iris-setosa
+85,6.082848840037864,2.9832117299066043,4.560579547161672,1.3789074337132632,Iris-versicolor
+86,5.1133029780639,3.8185898786092682,1.5953793659644098,0.2,Iris-setosa
+87,5.3153828018662885,3.66518613761614,1.507642265970707,0.2,Iris-setosa
+88,5.876715920785957,2.9987497736127193,5.120695988509549,1.8234602761775478,Iris-virginica
+89,4.646117397697828,3.5706070667016623,1.0000005667517708,0.2,Iris-setosa
+90,6.679137718905138,3.115803956003083,4.404579473902454,1.3914436309763274,Iris-versicolor
+91,4.577160599890591,3.206065935670482,1.3822074209257744,0.2,Iris-setosa
+92,5.626997021961219,4.4,1.513029961504418,0.3589056195425252,Iris-setosa
+93,5.584824729419436,3.0012948974669538,4.176617926626219,1.3041078470678618,Iris-versicolor
+94,7.046741564243225,3.0481439843229845,5.760643678412853,2.203244527929352,Iris-virginica
+95,5.987278457288349,3.4322458512753493,4.558350168837407,1.662125951311206,Iris-versicolor
+96,7.699999075757581,2.774405936682771,6.699998953717872,2.0051108859992146,Iris-virginica
+97,5.6212177475023495,2.923320525657065,4.21842369809975,1.4480609114181036,Iris-versicolor
+98,4.92276332162637,3.03232001625173,1.40428332469031,0.2,Iris-setosa
+99,4.975215860504249,3.2992968446253093,1.3684732573895895,0.2,Iris-setosa
+100,5.774129403271833,2.6298893191102315,5.06239422284161,1.9210163582270043,Iris-virginica
+101,4.999387427905692,3.3627331886600915,1.4816051156650039,0.2,Iris-setosa
+102,4.8767089679105995,3.0845746875204947,1.5046642583844914,0.1,Iris-setosa
+103,5.352731126139004,3.39749059865467,1.6937588716903211,0.2,Iris-setosa
+104,5.388714954253434,3.4624062339983586,1.5983861771047747,0.2,Iris-setosa
+105,6.6970370946360545,3.0035711177755497,4.984573909516717,1.6946425586505653,Iris-versicolor
+106,5.679757531887372,2.880659482628791,4.292625238186336,1.2967293858909372,Iris-versicolor
+107,5.593200565596216,3.0191878202397007,4.477258777811938,1.4834235587790738,Iris-versicolor
+108,6.6321422155341345,3.0385657978444254,4.384086777171268,1.3975833641420043,Iris-versicolor
+109,4.400000528965608,3.1951325321901374,1.3095618254359647,0.2,Iris-setosa
+110,6.269093944451235,2.881886606342011,5.617244146718576,1.8053159528513056,Iris-virginica
+111,5.316847214828391,2.94118554685438,4.3778325408154455,1.4624388719768366,Iris-versicolor
+112,5.752737098774336,2.6696929422120923,5.091181456048777,1.9129604640921536,Iris-virginica
+113,6.274285667136325,3.412671173305763,5.6916529867040495,2.406694034797326,Iris-virginica
+114,4.4,2.8917490089677447,1.4032527667125876,0.2,Iris-setosa
+115,5.207043066862164,3.8201115442736695,1.802191271185476,0.4671176605394489,Iris-setosa
+116,4.604179272738769,3.281085743204335,1.4123310425084943,0.2,Iris-setosa
+117,6.971893369333799,3.181770976408218,5.7875400895513005,2.2835928768555345,Iris-virginica
+118,5.261806490640688,2.927710064259042,4.227360833257882,1.4598194635623785,Iris-versicolor
+119,6.489807529387512,3.172533930079933,4.4724804483506055,1.4869445000580925,Iris-versicolor

iris/tab_ddpm/2_1/16/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/16/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.058173766363953,2.4955197037297103,3.172367623236206,1.1432668305122207,Iris-versicolor
+1,6.428340932172765,3.091045910474676,4.593745402393594,1.4318847279382065,Iris-versicolor
+2,5.316551418336605,3.8609770885712518,1.674921626001129,0.3945604274054543,Iris-setosa
+3,5.236145807222677,3.4951374644474775,1.491154390362107,0.2,Iris-setosa
+4,6.4754162569187965,3.093991407668063,5.526615391590861,1.84145855990924,Iris-virginica
+5,4.601540506196906,3.59483524086115,1.0000009831125323,0.2,Iris-setosa
+6,5.276383021114374,2.4760641572947937,3.230640778062667,1.113590738970843,Iris-versicolor
+7,5.804494274156508,2.8251508585128513,5.151197053449537,1.8682925264532595,Iris-virginica
+8,5.0856074330095815,3.7570854737697164,1.6478207217710445,0.3969369809447849,Iris-setosa
+9,6.206063045899968,2.758754305574723,5.598295828958714,1.6148795484892868,Iris-virginica
+10,5.8183595141639195,2.73987725803894,5.119153402124126,1.8890379202919623,Iris-virginica
+11,6.312536556163289,2.902765770842085,5.631389026583102,1.8108996839485514,Iris-virginica
+12,6.49545558674513,3.17538695111798,4.50918965452152,1.4683266128040529,Iris-versicolor
+13,5.943423344705571,2.9992138709581124,5.105344943708812,1.7585525232766688,Iris-virginica
+14,6.422786736262824,3.0051996860885093,5.484705267407267,1.7854680799776226,Iris-virginica
+15,4.594770215293136,3.211370371795326,1.400462083084266,0.2,Iris-setosa
+16,6.2729219916618595,2.64146131223291,4.970318315991022,1.8383484133254817,Iris-virginica
+17,5.7316925702332755,2.7890437936128705,5.089239829678658,2.4219906472481396,Iris-virginica
+18,5.7089833976940705,4.4,1.5209645366587157,0.47659184984102354,Iris-setosa
+19,5.33698037091741,2.896724991935015,4.1839517505837005,1.4544797163045426,Iris-versicolor
+20,6.013612961816166,3.0078351379135975,4.740899106497145,1.809189435102528,Iris-virginica
+21,6.6428502242738805,3.2776229007952686,5.590855384789436,2.4999937902235425,Iris-virginica
+22,5.099920982099766,3.766055330246749,1.6370964205702865,0.49481337223618094,Iris-setosa
+23,4.597263976954964,3.6059595782520977,1.0000004687816424,0.2,Iris-setosa
+24,5.627502180477324,4.39999365525211,1.4934976735504615,0.3585674441958092,Iris-setosa
+25,5.813962281906699,2.7501910994756265,5.105807118495648,2.1342632703333044,Iris-virginica
+26,4.98453031886787,3.5099367736051166,1.3970131038349876,0.21087234636844893,Iris-setosa
+27,5.279096129690938,3.465379798381447,1.5932270814633198,0.2,Iris-setosa
+28,5.976987913117584,3.38430211893718,4.440460173325191,1.5412319695134444,Iris-versicolor
+29,6.103352074566214,2.9580415314593203,4.556166964339394,1.3844549579364747,Iris-versicolor
+30,5.376369431935787,3.8996490691450334,1.6502616197495261,0.3876952375105426,Iris-setosa
+31,6.061431340445504,3.0354397966105338,4.974465595531286,1.6915355205988416,Iris-versicolor
+32,5.23291389453409,3.4649689319237074,1.4686867024043735,0.2,Iris-setosa
+33,5.910629306911485,3.005965414292952,4.201509144723297,1.5107131445450475,Iris-versicolor
+34,4.954715934173729,3.3062489351413564,1.4024964370746107,0.2,Iris-setosa
+35,5.484796652319823,3.0147111319734274,4.577205294392107,1.5045856112203424,Iris-versicolor
+36,5.490104353773041,4.188705281910608,1.391948265593368,0.2,Iris-setosa
+37,6.692743559718607,3.108802612111917,4.403221609553552,1.4094692775940665,Iris-versicolor
+38,5.70668869386384,4.399998863521812,1.4839980458261162,0.34885746061184264,Iris-setosa
+39,6.0263848988308135,2.761451113032116,5.097410585088132,1.615464596713697,Iris-versicolor
+40,6.996999138249928,3.095078659234969,5.723599491472897,2.23043522549911,Iris-virginica
+41,5.105346119012671,3.2956519709472407,1.82000936677401,0.38636384653708894,Iris-setosa
+42,7.7,2.785602575515464,6.7,2.093193560474823,Iris-virginica
+43,5.213508005432604,3.5827054576404787,1.4988716941659834,0.2,Iris-setosa
+44,5.251916414102076,3.4412397785492552,1.5675623561908787,0.2,Iris-setosa
+45,7.262399849171023,2.905119948539566,6.301026204283771,1.7728143713848517,Iris-virginica
+46,4.4,3.217213322898642,1.2734752631061106,0.2,Iris-setosa
+47,5.120926755293769,3.5044375401251084,1.4986458850633266,0.2,Iris-setosa
+48,5.055479896225726,3.573230093649492,1.4153633811485764,0.2,Iris-setosa
+49,4.5940961742763085,3.5970581168771023,1.0,0.2,Iris-setosa
+50,6.509680196287525,3.1309993051493072,4.459605202342782,1.486324163382619,Iris-versicolor
+51,5.981472835676264,2.2,4.985342342057962,1.5128194037584544,Iris-virginica
+52,4.993861358030658,2.4654483523358377,3.0042728015953633,1.081081330887434,Iris-versicolor
+53,5.565456151574234,2.4065865983066734,3.532413060419708,0.8949309572083953,Iris-versicolor
+54,5.703677562010545,4.4,1.5203422434086191,0.38236852851778985,Iris-setosa
+55,5.850869070456386,2.987199256648244,4.338371138767916,1.483903497166628,Iris-versicolor
+56,4.628346563367303,3.598724026658289,1.0000004536479117,0.2,Iris-setosa
+57,5.499102751635436,4.193637418232436,1.4032428550404241,0.2,Iris-setosa
+58,5.487188522378486,2.9821152642280104,4.465787089711553,1.4480766847039217,Iris-versicolor
+59,5.110726232677149,3.335408087330107,1.6702573240454304,0.527506950580121,Iris-setosa
+60,6.51831699336925,3.1899938252570683,4.48041900979247,1.5072182735483863,Iris-versicolor
+61,6.4637905482115166,2.963655563076331,4.350750338490387,1.345723797810426,Iris-versicolor
+62,4.579116924386668,3.6709635257872226,1.0,0.2,Iris-setosa
+63,6.581521644717828,3.037372945831095,4.45208712924956,1.4201701798130573,Iris-versicolor
+64,5.006209075436164,3.1937562240194484,1.5810567615089526,0.3928061527503399,Iris-setosa
+65,5.4496820596975155,3.38304119803004,1.9280177866723602,0.2,Iris-setosa
+66,5.5949976878923025,2.3772222482676915,3.860682928734141,1.1853802281597874,Iris-versicolor
+67,4.6083747362043,3.6081287424929105,1.0000005213887848,0.2,Iris-setosa
+68,6.677772053609095,3.345978783830127,5.589616217180415,2.5,Iris-virginica
+69,4.946511520971818,3.506574517601181,1.319335899030425,0.33333635851763965,Iris-setosa
+70,6.09367368765793,2.920073866395709,4.885514808611317,1.8110237377672227,Iris-virginica
+71,5.317000081192403,3.728036263270215,1.5028428767069704,0.2,Iris-setosa
+72,6.680248471834591,3.2503479531761483,5.7512839452393365,2.086847774376571,Iris-virginica
+73,5.640101350410972,3.0542973393080604,4.576306695900801,1.5284886468669259,Iris-versicolor
+74,6.306125455704072,2.2950554973244746,4.40194420584362,1.2984898197860417,Iris-versicolor
+75,5.539608480035475,2.4541277421035654,4.068372914265482,0.93927083545553,Iris-versicolor
+76,5.017982955833981,3.1948420376278697,1.3151631020556231,0.2,Iris-setosa
+77,4.917404019452599,2.991392451104612,1.4023717533735385,0.2,Iris-setosa
+78,6.084169355528769,2.6110912548151233,5.579873489627097,1.382254986794291,Iris-virginica
+79,5.4957017467199645,2.9682666818957286,4.357888288593296,1.4786322942671093,Iris-versicolor
+80,6.326819652219987,2.9119763545712183,5.542025098197932,1.7663399539412674,Iris-virginica
+81,5.417140948871313,3.0064904158320815,4.503555577499207,1.5039314022623516,Iris-versicolor
+82,6.1858048320821455,2.5140813549736727,4.983340164297973,1.9044490202226851,Iris-virginica
+83,5.0676418683304405,3.5119257333842513,1.3707901467809895,0.30692416364970226,Iris-setosa
+84,5.093797725323927,3.381399547141296,1.4798177344108667,0.2,Iris-setosa
+85,5.72607837567581,2.604132521353813,5.078015565607175,1.950591535732043,Iris-virginica
+86,5.390061670206105,2.9512083953643655,4.358574572678432,1.4804402076583942,Iris-versicolor
+87,5.993672525778156,2.736912342265758,5.101183822722162,1.6192029166495863,Iris-versicolor
+88,6.509001285113258,2.94056990288443,5.595125071394789,1.8124345894958394,Iris-virginica
+89,7.697235717430195,2.842938199572985,6.696321770583135,1.8934385747043148,Iris-virginica
+90,4.600069618098444,3.2140140524515735,1.4082685828675954,0.2,Iris-setosa
+91,4.984564156546702,3.49518492554811,1.480843215844259,0.2,Iris-setosa
+92,5.656110730959142,2.9717026899875405,4.133788250219648,1.3166136232560683,Iris-versicolor
+93,6.286612851319231,2.639359314881634,4.913429844236854,1.8267663164494239,Iris-virginica
+94,5.381394283325467,3.4098948063091403,1.6833203811914206,0.2,Iris-setosa
+95,5.13139008496565,3.7627996110415296,1.5243665940399158,0.2,Iris-setosa
+96,6.35825395488468,2.785049237869583,5.094271860372491,1.5033603401371254,Iris-virginica
+97,6.375045156383546,2.9018040268264715,4.333876581583836,1.293339177540373,Iris-versicolor
+98,4.4,2.8628863851456114,1.4019202773977013,0.2,Iris-setosa
+99,5.738728737886622,2.5179540103281055,5.0267947480175375,1.992333800402566,Iris-virginica
+100,5.783048298222893,2.700269683735994,5.13002199393786,1.9502324883043007,Iris-virginica
+101,6.137037763371673,2.6026323532675066,5.624038709749798,1.3987719396856888,Iris-virginica
+102,5.675836167404633,4.399996366184694,1.4910382923713987,0.4316402871207007,Iris-setosa
+103,7.432680170533768,2.8717244030656732,6.425454100945368,1.8009803446887,Iris-virginica
+104,6.833194203868119,3.004913349162677,5.537501777461929,2.111338296426272,Iris-virginica
+105,5.782663259220767,2.8072933500107915,5.082816287531628,2.3936889245092634,Iris-virginica
+106,5.451484639232104,2.9980535469699245,4.545891345273132,1.5240483996960106,Iris-versicolor
+107,7.699995872798343,2.838535610249829,6.699994900459773,2.0149509394537404,Iris-virginica
+108,5.439113119704808,2.957820086107135,4.45015570148436,1.4664746003209248,Iris-versicolor
+109,4.920915132343144,2.3971942105605644,3.2651895654301795,1.0661719597926753,Iris-versicolor
+110,5.716259469718189,2.5055327942216414,5.013487829485064,1.9927846599519228,Iris-virginica
+111,4.594182889859264,3.311509795566361,1.4072587505424161,0.2,Iris-setosa
+112,6.693028688368539,3.286782998690106,5.709670475439559,2.1444264512652786,Iris-virginica
+113,5.4281210496479275,3.013647814269853,4.4896976830055735,1.513819277729629,Iris-versicolor
+114,4.8930535165305615,3.0904947562750587,1.5168728596287704,0.10000010678971133,Iris-setosa
+115,5.224226825956355,3.7916684378350167,1.6606646253654411,0.39427051904372457,Iris-setosa
+116,5.79870927995154,2.7304512244988217,5.092505156511772,1.8742569591197402,Iris-virginica
+117,5.179982068712025,3.6399062376292157,1.5207026757447204,0.2,Iris-setosa
+118,6.771315948719488,3.297432487485909,5.707273089869318,2.5,Iris-virginica
+119,6.084193880282479,3.3377589424800553,4.514132794312087,1.5300379223951963,Iris-versicolor

iris/tab_ddpm/2_1/17/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/17/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.769901278565469,6.699998908808429,2.0096364912598,Iris-virginica
+1,4.8557181910042395,3.3931059210919794,1.571310882356578,0.2,Iris-setosa
+2,5.2760308704549495,2.7854662937941432,4.14729929333971,1.4026761733556954,Iris-versicolor
+3,6.760918165950811,3.103960404726461,4.396044622381722,1.3738500868212058,Iris-versicolor
+4,4.593924679753295,3.216132199781067,1.4012889096008554,0.2,Iris-setosa
+5,5.0758984606183635,3.2919885063666796,1.281903715595179,0.2,Iris-setosa
+6,5.475692776939472,4.212756956542444,1.3942376985031195,0.2,Iris-setosa
+7,4.599665577219034,3.59570446626542,1.0000004574053625,0.2,Iris-setosa
+8,4.98368808060397,3.2988025761306767,1.40166259965121,0.2,Iris-setosa
+9,6.457093304472163,3.0866974970184176,5.514723611817226,1.8015483641773693,Iris-virginica
+10,6.873126620972298,3.2717842916863735,5.719446030449506,2.33473650110827,Iris-virginica
+11,5.292165123981671,3.6403262595167596,1.494831518438634,0.2,Iris-setosa
+12,7.699997104935031,2.809281394659343,6.69999621536503,1.9942200992649377,Iris-virginica
+13,5.533348850643494,3.0017923145105727,4.116444961080064,1.312456928062513,Iris-versicolor
+14,6.041844334972215,2.3175793726204588,4.2231063797445945,1.281111465635495,Iris-versicolor
+15,5.920353519413289,2.958996513677048,5.1782792603373595,1.849278725709082,Iris-virginica
+16,7.30146547080156,2.913803198293722,6.31947821601093,1.7798850773903958,Iris-virginica
+17,6.265480705176379,2.7342790869142766,4.9453080966490885,1.5632824292217575,Iris-versicolor
+18,6.328984304139036,3.387855356619615,5.616325641494605,2.370363861268692,Iris-virginica
+19,7.056723774107681,2.9796075525687744,5.672643074658511,2.146633036789491,Iris-virginica
+20,6.76456055516412,3.283292889779441,5.666978668169911,2.499999446450322,Iris-virginica
+21,6.366808264735393,3.3984543124347333,5.611569357236712,2.364946610759433,Iris-virginica
+22,6.697847321065905,3.27740244201075,5.637878421686741,2.4999991202579377,Iris-virginica
+23,5.421712213095706,3.9097810425935737,1.2998757253275564,0.39406893621351013,Iris-setosa
+24,4.979905447646158,3.209453604446145,1.2280250812699813,0.2,Iris-setosa
+25,6.576346202912322,2.9844848779170134,4.347704151514347,1.3759021057194265,Iris-versicolor
+26,5.174656527033204,3.4537093118693196,1.4828504885829394,0.2,Iris-setosa
+27,5.160592802273096,3.5327754501434505,1.512286286380068,0.2,Iris-setosa
+28,6.832484203993302,3.095639917241707,5.581621887988939,2.2112924890986427,Iris-virginica
+29,7.7,2.8733172442372363,6.7,2.0624278952757162,Iris-virginica
+30,7.7,2.8427581424194903,6.7,1.9971363380949925,Iris-virginica
+31,6.665229685102587,3.319075178956278,5.767984566947984,2.5,Iris-virginica
+32,5.145503745057929,3.8305352455560797,1.947026489785696,0.3965861784469126,Iris-setosa
+33,6.325755912540298,2.515539554354028,4.9309391841801675,1.5247853073988094,Iris-versicolor
+34,5.824659640350498,3.0456096123580307,4.242709100269118,1.479728512826043,Iris-versicolor
+35,5.33947450789879,2.5553519267775147,4.213339887770406,1.0970631928121684,Iris-versicolor
+36,6.6535343555231545,3.2476440128225046,5.591210905994158,2.06751332213591,Iris-virginica
+37,6.731256986772907,3.0521544199478114,4.767324403850328,1.511338744964334,Iris-versicolor
+38,4.786429976211898,3.4021251802711734,1.6022387824569186,0.2,Iris-setosa
+39,5.221654392710653,2.7673344561074456,4.067736508704091,1.415392687613666,Iris-versicolor
+40,4.84493019448274,3.397973443508524,1.622701988834747,0.2,Iris-setosa
+41,5.8413850912955585,2.8144727281312885,5.165224231540911,1.865634679001076,Iris-virginica
+42,6.372574855907624,3.3727512703802756,5.608411072363797,2.375081935058385,Iris-virginica
+43,4.936482275677719,3.285314468478862,1.3896760389298703,0.2,Iris-setosa
+44,6.418861385115553,3.001421633607758,5.517558267163329,1.806518288139652,Iris-virginica
+45,5.102227374392862,3.806919289488948,1.7364792740578208,0.39170765365026006,Iris-setosa
+46,5.582491824139735,2.952971483895965,4.121607272662457,1.2703173597820263,Iris-versicolor
+47,4.950640956599418,3.14466800301913,1.2379672709183727,0.2,Iris-setosa
+48,4.612710073061833,3.2138157384914874,1.4103346167107016,0.2,Iris-setosa
+49,6.630566897628469,3.0576952023326824,4.434442057916875,1.4165572213195743,Iris-versicolor
+50,5.602286735341846,2.398200646039741,4.02609703397316,0.9881005798753473,Iris-versicolor
+51,4.970179424938834,3.2901155499463792,1.4760349484071962,0.2,Iris-setosa
+52,5.152935169827421,3.82200596298555,2.351096818068667,0.4290558441739612,Iris-setosa
+53,4.614041432333463,3.599859820777236,1.0,0.2,Iris-setosa
+54,5.221192166698113,2.465343024202016,3.434691782129579,1.15168833808676,Iris-versicolor
+55,5.243296185614891,2.8297158314829307,4.1037221611156225,1.445965247968517,Iris-versicolor
+56,6.6315704230424295,3.0049406485980588,4.463917323452525,1.437154541135541,Iris-versicolor
+57,6.400861767887558,2.9209805981385975,4.318227981999692,1.3375686233087916,Iris-versicolor
+58,4.588529028971507,3.6790049539977066,1.0,0.2,Iris-setosa
+59,5.107241724968626,3.8735512360078608,1.6201519291157864,0.2,Iris-setosa
+60,6.7388016493264455,3.009317387305049,4.997760697526101,1.6719763473007978,Iris-versicolor
+61,5.972313475809454,3.0005219768456253,4.490787365408584,1.4105304834433545,Iris-versicolor
+62,5.367945666466314,3.622346722889535,1.495105222856345,0.2,Iris-setosa
+63,7.7,2.8146726891139227,6.7,2.04933294137827,Iris-virginica
+64,5.107293501281156,3.3588115435735673,1.4195930615811332,0.2,Iris-setosa
+65,4.4,2.8611480778632115,1.4043361327149404,0.2,Iris-setosa
+66,4.4,2.9086369961077114,1.3867499683969182,0.2,Iris-setosa
+67,6.619475382069271,3.005710924566868,4.449556499886667,1.4224389813136409,Iris-versicolor
+68,6.939359646587165,3.140491273210383,5.708500005860513,2.2902503948708346,Iris-virginica
+69,5.122438748727094,3.688071912441792,1.4674025756849085,0.39527012921869664,Iris-setosa
+70,7.7,2.811501893728903,6.7,2.0010492362410637,Iris-virginica
+71,6.687004089284651,2.9839859018376558,5.003863731321323,1.713857836616215,Iris-versicolor
+72,6.079024402489098,2.6211630234350216,5.596470908971957,1.4012092362674664,Iris-virginica
+73,6.542733496862416,2.963093212241217,4.404929058051183,1.3684654543862236,Iris-versicolor
+74,6.713069871759614,3.3422380093092694,5.703244922860776,2.5,Iris-virginica
+75,5.975528780211987,2.2000003100416463,5.029232755813,1.4975390885051882,Iris-virginica
+76,6.84377341685628,3.2321819279668462,5.633923421589935,2.214074790892792,Iris-virginica
+77,7.364669402060303,2.892905454886049,6.345668869735166,1.8135443986318136,Iris-virginica
+78,5.027689915095625,3.46085691184549,1.3097312689001177,0.2878413020593671,Iris-setosa
+79,5.811628252078544,2.7511797887731655,5.092733189986411,1.8653707967501072,Iris-virginica
+80,6.296878181423989,2.2974826706478995,4.441179841641123,1.2898403500883577,Iris-versicolor
+81,4.400000748543137,3.1917214634806514,1.2491551257893063,0.2,Iris-setosa
+82,5.967173053663455,3.001501764290866,4.861095686363872,1.7993392427850596,Iris-virginica
+83,5.74552279729265,2.5856550567531102,5.083101330464932,1.9775413369580923,Iris-virginica
+84,4.9929382790927574,2.4520526542189343,3.1967639669111954,1.1137112360699737,Iris-versicolor
+85,4.571051268513139,3.2302529729648706,1.4082722389016644,0.2,Iris-setosa
+86,5.02291233094602,3.5875603650216803,1.3232361814710414,0.2,Iris-setosa
+87,5.872087859973432,2.9949501997102903,5.055973417479355,1.8228847278645088,Iris-virginica
+88,6.265351369082829,3.005931254956128,5.424798875406967,1.7868108830735092,Iris-virginica
+89,4.850728511383715,3.1004935075798055,1.486929466172781,0.1000134281366784,Iris-setosa
+90,5.467846620722944,2.575172441559649,4.277313390346889,1.2577906212342382,Iris-versicolor
+91,5.123272053417283,3.357441258207706,1.363758874576931,0.2,Iris-setosa
+92,5.1937865388112066,3.455781027768324,1.4587179511684634,0.2,Iris-setosa
+93,4.4000005444854535,2.9037484292152547,1.3836098384862532,0.2,Iris-setosa
+94,5.046650977844013,3.4869544676511337,1.3751176368154896,0.2885196144656092,Iris-setosa
+95,5.073044783736418,2.487257917020745,3.080279406847133,1.0627081407522596,Iris-versicolor
+96,6.345632965991422,2.86950253808383,4.277168804884101,1.27938850928081,Iris-versicolor
+97,4.5075993231191065,2.28384619720264,1.2959210322172723,0.3007555223792263,Iris-setosa
+98,5.463819150773892,2.850681416434621,4.102542459670492,1.3113845066374026,Iris-versicolor
+99,4.4780788578147215,2.2820675478345795,1.2866202682434904,0.2767621926982681,Iris-setosa
+100,4.712665164773504,3.365619166537279,1.4759346438282896,0.2,Iris-setosa
+101,4.990687974959871,2.459051085933541,2.8706712551668496,1.0622276987701893,Iris-versicolor
+102,6.670643236490344,3.3001749473927293,5.650570228265864,2.5,Iris-virginica
+103,5.780458675953909,2.748104434711835,5.117032817045806,1.88519764713917,Iris-virginica
+104,5.772060237157655,2.7130555715787783,5.091719940276455,1.8922429539083419,Iris-virginica
+105,5.486454291570943,2.6049211954096014,4.351635165036103,1.1735688111491915,Iris-versicolor
+106,5.079944373279139,3.604356169836213,1.4249759429024849,0.2,Iris-setosa
+107,6.704892438929177,3.3298811089913225,5.75751867266422,2.5,Iris-virginica
+108,5.257069221008342,3.7726654905992665,1.4120707585817256,0.3875555253374974,Iris-setosa
+109,7.017422065811716,3.125532858352028,5.755222594696836,2.2837961840206074,Iris-virginica
+110,4.4,2.9138196479626997,1.3946217633525169,0.2,Iris-setosa
+111,5.797211477171971,2.6795457260598012,5.096552033913794,1.8999582572240274,Iris-virginica
+112,5.139689191511422,3.3405064259282597,1.4089077835456012,0.2,Iris-setosa
+113,5.954078025912947,3.0163436416052707,4.918910917590076,1.8058604709055386,Iris-virginica
+114,6.25272899350724,2.702836136565951,5.242289304462334,1.447665490274581,Iris-virginica
+115,5.807640239689517,2.7017206525904993,5.113275752014615,1.8954515670470815,Iris-virginica
+116,5.631694444827338,2.6338670014595897,4.38428740972112,1.2756971288020407,Iris-versicolor
+117,4.578664103538182,3.3806165353300197,1.4061247573160525,0.30282652546131805,Iris-setosa
+118,5.749354158906108,2.638472342405038,5.083867822854127,1.9281569796482787,Iris-virginica
+119,5.080220975303934,3.3353536011001372,1.4087093555300767,0.2,Iris-setosa

iris/tab_ddpm/2_1/18/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/18/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699998624060048,2.8222269437930376,6.699998016216088,1.98281963688006,Iris-virginica
+1,5.404827493584407,3.9199019640134805,1.278437876286595,0.45582577431669646,Iris-setosa
+2,6.095478650052389,2.5751879884698843,5.614056720793337,1.3671513422241532,Iris-virginica
+3,5.883813291654976,2.993621739197228,5.098535539163134,1.7930310528062576,Iris-virginica
+4,7.7,2.827939688794829,6.7,2.020909136366282,Iris-virginica
+5,6.277240590132254,2.812743892947699,5.104565932675912,1.5179812522225031,Iris-virginica
+6,5.025466512099189,3.31681343084207,1.428220728996317,0.2,Iris-setosa
+7,6.2684379063513855,2.8576779316977845,5.559630566096867,1.7401272529970289,Iris-virginica
+8,6.6191519323389105,3.0333416698601194,4.472571020402142,1.4120596098742002,Iris-versicolor
+9,6.4139376205609535,2.6710422773424547,5.308939281984962,1.895337264562614,Iris-virginica
+10,4.9050751353301445,3.0956902595649765,1.5345447970225479,0.1,Iris-setosa
+11,6.020237296611707,3.3879101408214987,4.462479606253942,1.6046475682013384,Iris-versicolor
+12,4.935492917088568,3.384174816896262,1.5502190551091335,0.2,Iris-setosa
+13,6.047285137412523,2.6941689474811996,5.1019233545951375,1.5792749135987523,Iris-versicolor
+14,7.345532942537605,2.894518073473199,6.352343197102337,1.8226386089151285,Iris-virginica
+15,5.154307087178001,3.567810727729341,1.3815535437365927,0.3199791552785681,Iris-setosa
+16,6.2305577897418125,3.015508454293542,4.586719566589047,1.4173570713246617,Iris-versicolor
+17,5.629977926771841,2.5142333702998108,4.996280023462445,2.0097420205931327,Iris-virginica
+18,6.602848189119384,2.9928756542164594,4.434603841512949,1.39176807357017,Iris-versicolor
+19,6.723172646267153,3.284050478093556,5.680675676121471,2.4999993967382643,Iris-virginica
+20,5.717400427705896,2.65285046201726,5.074426568115186,1.9205302710173044,Iris-virginica
+21,6.084242460305604,2.60772273474795,5.605720778196153,1.4115365400905873,Iris-virginica
+22,5.729332704314667,4.399998571036541,1.5168696102175003,0.3937234317462565,Iris-setosa
+23,4.812450572638928,3.327636259250508,1.455198835356316,0.2,Iris-setosa
+24,7.699998363489222,2.809664065050546,6.699998677928184,1.975819499780215,Iris-virginica
+25,7.7,2.8234107971770017,6.7,2.015758920657376,Iris-virginica
+26,5.747029859071945,2.6999489087818995,5.063075672998608,2.308698400656168,Iris-virginica
+27,4.400000508278574,3.2092301358388133,1.3156894638444592,0.2,Iris-setosa
+28,5.62424687165378,2.787064707795233,4.110360995674356,1.3098280344233,Iris-versicolor
+29,6.700042651173809,3.337547243949126,5.754231520946591,2.5,Iris-virginica
+30,6.285844510983536,3.0898783977411735,5.407546086067965,1.827546220072145,Iris-virginica
+31,6.599703640750322,3.1765479595832766,5.581155711810389,1.9660736962983139,Iris-virginica
+32,5.997860113109963,2.200000319303636,4.983430239390279,1.4927574366011744,Iris-virginica
+33,4.603785046061945,3.5958992561880496,1.0,0.2,Iris-setosa
+34,7.7,2.823469334651242,6.7,2.025129300504918,Iris-virginica
+35,5.015399607099738,2.4697412994797783,2.927620440886835,1.0654015700628579,Iris-versicolor
+36,6.9450011544089385,3.0606451433603135,5.618145026889478,2.213604996360416,Iris-virginica
+37,5.008129724804595,3.4892242512259344,1.3148793154240601,0.2914554762485592,Iris-setosa
+38,5.917642047052495,2.9387177044374644,5.213516521411358,1.827973507280149,Iris-virginica
+39,4.603608926258328,3.5896143324635714,1.0,0.2,Iris-setosa
+40,5.465740889105499,2.890014823993817,4.500293256028199,1.4584195500512378,Iris-versicolor
+41,5.86373218369781,2.888177167864216,5.271767011652507,2.3843770528082073,Iris-virginica
+42,5.044949077908423,3.4857700433705805,1.3528666470331743,0.2893966368660065,Iris-setosa
+43,5.152844205559415,3.578684834321804,1.3579600163468295,0.33229822934309217,Iris-setosa
+44,5.880844456416031,3.1330124843145875,4.633043326902388,1.629316978309864,Iris-versicolor
+45,5.20391523234502,3.4589859207789035,1.5564722990717461,0.2,Iris-setosa
+46,5.104150419672498,3.301425084089192,2.014482179036391,0.45530640313238235,Iris-setosa
+47,5.236701989024323,3.432230381687096,1.4075809840745659,0.2,Iris-setosa
+48,4.603521005819621,3.3438328702679394,1.4069751216004929,0.24712806158211273,Iris-setosa
+49,5.195097859267852,3.376675987471418,1.37412306802868,0.2,Iris-setosa
+50,5.754495405785508,2.6101484052756603,5.040865555065493,2.240199948963207,Iris-virginica
+51,6.42485146795587,2.6043283272380333,5.1263629761979,1.8983656325757434,Iris-virginica
+52,5.290872790120229,3.412030246971666,1.6102026351695526,0.2,Iris-setosa
+53,5.509505224510761,3.007747174287982,4.450441207518439,1.4897830777086032,Iris-versicolor
+54,6.717522214314453,2.9813575531812546,5.029556056133045,1.708142270428199,Iris-versicolor
+55,6.716529706933663,3.301104248343629,5.6927766087556915,2.499999343211449,Iris-virginica
+56,4.602949192992393,3.219691523596345,1.3927860717349034,0.2,Iris-setosa
+57,5.76240255056301,2.9847975205127653,4.434640078695441,1.4765300302077133,Iris-versicolor
+58,5.540489482184401,2.623918392875591,4.348658888252583,1.27699357717658,Iris-versicolor
+59,4.9130900606233086,3.366395113847043,1.6048322963126105,0.2,Iris-setosa
+60,6.409403348080629,2.8996223101028047,4.304793442308707,1.303331480504809,Iris-versicolor
+61,7.7,2.792578482055831,6.7,2.109404179033208,Iris-virginica
+62,6.0336251509565715,3.381018782467788,4.577892759057488,1.6038318934294586,Iris-versicolor
+63,5.060241231488739,3.4890280658849506,1.3770337079508472,0.2864945385306907,Iris-setosa
+64,6.445819337960125,2.7257208140656575,5.345284289634377,1.916015651196347,Iris-virginica
+65,7.1173186554529915,2.9609797159648714,5.891249477905739,2.081052014124538,Iris-virginica
+66,4.4,3.1630490679227705,1.296776280008182,0.2,Iris-setosa
+67,5.004258573364947,3.440906555913979,1.3387087741573636,0.2759538519350453,Iris-setosa
+68,6.2212064864909475,2.9679771731692677,5.036326616876189,1.7358217838465615,Iris-versicolor
+69,6.018025800223474,3.0048275843218293,4.609639364058752,1.4351692769747824,Iris-versicolor
+70,6.60819562473367,2.904849524849027,5.33821174534382,1.9895732692199535,Iris-virginica
+71,5.7775919604944495,2.529523633710873,5.026788072140406,1.968933854244685,Iris-virginica
+72,5.684469685359157,4.4,1.5019289232522475,0.4153113827088014,Iris-setosa
+73,7.369696115395828,2.907945296794864,6.364817851126455,1.796482313560283,Iris-virginica
+74,6.382075163326361,2.5970621456313103,5.079541464305277,1.8958534207761564,Iris-virginica
+75,4.937871287051955,2.4251390772096126,3.033476923162568,1.0286127711217712,Iris-versicolor
+76,6.2515922686233125,3.1491052397654604,4.586623451420533,1.4926334527558063,Iris-versicolor
+77,6.362065238116774,2.772570222295668,5.629506635201585,1.5944877695411657,Iris-virginica
+78,5.941733038386681,3.294190851345326,4.530256683511477,1.6163512714311652,Iris-versicolor
+79,5.652117131244817,2.985607487894179,4.138926614342958,1.3269221928638413,Iris-versicolor
+80,5.8009988842656615,2.7794768047169334,5.085194222385434,2.3955810531739523,Iris-virginica
+81,6.314117999831769,3.1581368416603173,4.560890322328898,1.4879650812782128,Iris-versicolor
+82,4.896192338299705,2.977524978895063,1.4065434567506123,0.2,Iris-setosa
+83,5.102691891128609,2.559265057065012,2.9715105281807745,1.2877316003339,Iris-versicolor
+84,5.702200638402345,2.981020233614028,4.408597958778577,1.4572540342469928,Iris-versicolor
+85,4.607178248069546,3.6010125161043636,1.0000003733461833,0.2,Iris-setosa
+86,5.238342078975672,3.90141835074356,1.7878547157165803,0.3906804636991291,Iris-setosa
+87,5.322236298493566,2.917128370037283,4.26924266360293,1.4544591226764292,Iris-versicolor
+88,5.095552377798554,3.8061421718972444,1.645138916131845,0.5779168633695134,Iris-setosa
+89,5.577206341514561,2.3886616798628415,3.913908280892991,1.0695013956279253,Iris-versicolor
+90,6.743521265437576,3.319957835214024,5.725270290400515,2.5,Iris-virginica
+91,5.152633259291263,3.5657934030750935,1.5210974656451544,0.2,Iris-setosa
+92,5.56124484463732,3.0269114752738226,4.5771947757180085,1.5093880078735098,Iris-versicolor
+93,5.5620688322798895,2.525965415656945,4.17251301654396,1.136044830226266,Iris-versicolor
+94,6.364786735394951,3.4191312283228075,5.5863747039148945,2.396562246107017,Iris-virginica
+95,6.56832507538426,3.1510948124727642,4.415752896765682,1.4358069367120077,Iris-versicolor
+96,5.743951160135211,2.712141082829193,5.098167364299927,1.898484021791106,Iris-virginica
+97,4.4,2.878515863640833,1.3953566388888161,0.2,Iris-setosa
+98,5.553943668192916,2.391881355463134,3.760814516497976,1.092069393221903,Iris-versicolor
+99,4.4000004680507,2.963640281114981,1.3847588451732913,0.2,Iris-setosa
+100,5.012602223196231,3.5054605068897855,1.3041113578856685,0.2787783201077,Iris-setosa
+101,5.492570806931473,2.976578268217389,4.539825974444699,1.5028360357543709,Iris-versicolor
+102,5.151250208736444,3.876587588342774,1.602421559927327,0.2,Iris-setosa
+103,6.683183116665545,3.2988900951309215,5.67726794252266,2.499999143850634,Iris-virginica
+104,5.805684551952451,4.4,1.507751510985323,0.5378466286819449,Iris-setosa
+105,5.985217544080496,3.3858306543514676,4.435831423927196,1.608394319325689,Iris-versicolor
+106,5.089873886588452,3.701592819040637,1.495729061872593,0.41032975629168117,Iris-setosa
+107,7.266962945389629,2.9349088314362852,6.273393730375269,1.8163699478102784,Iris-virginica
+108,6.259982422644072,2.7978895376602853,5.649392887695616,1.6728127304207456,Iris-virginica
+109,5.42274008043987,2.418619321895561,3.3837364536638463,0.9864115899075286,Iris-versicolor
+110,4.623293944203701,3.6226837224576376,1.0,0.2,Iris-setosa
+111,5.139574014803813,3.4271656822546914,1.5105969297046655,0.2,Iris-setosa
+112,6.529868841687958,2.8835154715704414,5.508146013626077,1.9071069802507283,Iris-virginica
+113,4.513696159536753,2.3229083892449074,1.290484691066032,0.29556328567428514,Iris-setosa
+114,5.173660833155188,3.7076964173113245,1.5353256045274164,0.2,Iris-setosa
+115,6.452637550356696,2.930025696138895,5.571206905053217,1.8166250711543763,Iris-virginica
+116,5.605173930284171,3.000195122706454,4.498923255417406,1.5095724575281972,Iris-versicolor
+117,6.295601145512727,2.6473323721245756,5.02615775093768,1.7800902512735224,Iris-virginica
+118,4.591804818642121,3.394623729282253,1.4023619396047486,0.28540484081405193,Iris-setosa
+119,4.873041550180045,3.082653654483519,1.3883908720034868,0.2,Iris-setosa

iris/tab_ddpm/2_1/19/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_1/19/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/2_1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.990091277961792,2.2000004484466613,4.962676109718358,1.5159094930918522,Iris-virginica
+1,4.591783093370565,3.656443456052365,1.0,0.2,Iris-setosa
+2,6.335465051516186,2.7965399628412415,5.099721681875918,1.4981526626240094,Iris-virginica
+3,6.736689334320553,2.9766151500450917,4.997721743990563,1.6739133490383542,Iris-versicolor
+4,6.2948227891355515,3.398875752124015,5.71456004063067,2.3867551848284965,Iris-virginica
+5,6.429169796207648,3.2142632960551074,4.519827819502253,1.5051567212136883,Iris-versicolor
+6,5.009836794977373,3.2860348849174925,1.3927824519630096,0.2,Iris-setosa
+7,5.093125768112089,3.3931946014938563,1.4860959481500293,0.2,Iris-setosa
+8,6.708823877439917,3.2827781535971594,5.644962701749593,2.499999463287705,Iris-virginica
+9,5.554666653922512,3.014267131768342,4.520418330789505,1.5261729718254666,Iris-versicolor
+10,5.728227489316508,4.399988335374308,1.5267821631983078,0.5166339714840831,Iris-setosa
+11,6.321280622386601,2.802554966982762,5.166749715796231,1.4780870277099025,Iris-virginica
+12,5.886273249516292,2.9961717112305646,4.132308827887808,1.4922885740279108,Iris-versicolor
+13,6.298498190572487,2.8145547511363644,5.087642986585505,1.5161878974038412,Iris-virginica
+14,5.777183287173749,2.677793594621185,5.0877276697481895,1.9179849651766538,Iris-virginica
+15,5.057228145890208,3.495905734307768,1.3413981428646082,0.30642586847704306,Iris-setosa
+16,6.119537381031603,2.630360930957693,5.516656265007835,1.4330184004576967,Iris-virginica
+17,5.512662011336991,4.158083754989879,1.4024202172456732,0.2,Iris-setosa
+18,7.7,2.8274205103912085,6.7,2.0187468350030833,Iris-virginica
+19,5.090189798256282,3.6785362938188473,1.4972317163533906,0.39363175619257673,Iris-setosa
+20,7.219106067910372,3.016661854848677,6.084634594471387,2.089213315268794,Iris-virginica
+21,6.269120258278307,2.825716595979356,5.073769967332813,1.5266868951061199,Iris-virginica
+22,7.7,2.7772802243485866,6.699998835848225,2.0596835347877933,Iris-virginica
+23,5.7796264344662625,2.7953724423388953,5.096619979504172,2.4211449080914043,Iris-virginica
+24,5.427767989900642,2.602673164427461,4.131188502767265,1.2431095004574964,Iris-versicolor
+25,5.100451341320933,3.881118694735979,2.0496069857898105,0.3923499380192518,Iris-setosa
+26,7.303285035605157,2.9010814801422646,6.259708862569568,1.838793657590962,Iris-virginica
+27,4.598985833654622,3.597077631570457,1.0000006063468345,0.2,Iris-setosa
+28,5.075914209453135,3.7279186734763234,1.672000300479003,0.3297700264308403,Iris-setosa
+29,5.470931966938703,3.0141057887619906,4.517933331608409,1.5048857714466106,Iris-versicolor
+30,4.400000494511853,3.1913017336873133,1.300811778718483,0.2,Iris-setosa
+31,4.577607304557303,3.249663957076389,1.381361592543442,0.2,Iris-setosa
+32,5.6172983722049326,2.3828207050488417,4.049088296244593,1.0190681542749813,Iris-versicolor
+33,4.592446634977793,3.620377850865486,1.000000413300849,0.2,Iris-setosa
+34,7.7,2.7567003644129406,6.7,1.9900209811314942,Iris-virginica
+35,4.400001084892964,3.25293896190052,1.3014927248776522,0.2,Iris-setosa
+36,4.612309677371642,3.2041234716806737,1.4041480840220464,0.2,Iris-setosa
+37,6.009982807048732,3.0001328021974225,4.798938776762465,1.8158908776218377,Iris-virginica
+38,6.6959904188008865,3.111651317455485,4.421814690609346,1.3964384357466266,Iris-versicolor
+39,5.220168348924216,3.849517951541996,1.6736697906144302,0.3838753014561065,Iris-setosa
+40,5.447474345955306,3.0048253315634383,4.517880333421069,1.5105345818010283,Iris-versicolor
+41,5.389221582049118,3.922210976079389,1.3245363681291407,0.384960611045421,Iris-setosa
+42,7.052088890798235,2.9728552125747627,5.838271131579372,2.02195929368343,Iris-virginica
+43,6.399413957629787,3.201862854318214,4.50028631723908,1.4841247518918044,Iris-versicolor
+44,5.581264830094229,2.987864175475224,4.0729813667822015,1.3106278691730666,Iris-versicolor
+45,4.981108232887183,2.4469341718184174,3.274989194165079,1.153764193134939,Iris-versicolor
+46,6.008767865540545,2.662769398764671,5.130174320177018,1.5946661388738788,Iris-versicolor
+47,5.992794033463024,3.346374834481478,4.603387975246813,1.7219780022610482,Iris-versicolor
+48,6.625875570338475,3.2847072078501474,5.713473348494999,2.329126027064849,Iris-virginica
+49,5.029995399863537,3.3169909345456516,1.386377118502089,0.2,Iris-setosa
+50,5.835219485540286,2.9609721611687743,4.075088080275405,1.4725963891906555,Iris-versicolor
+51,5.419465993746901,3.935525660093644,1.2893415867079456,0.3657253708299637,Iris-setosa
+52,4.901140047344381,3.4820069375013167,1.5927432524846314,0.2,Iris-setosa
+53,5.654376106658651,2.980843287482148,4.480595535512217,1.4821856245113474,Iris-versicolor
+54,5.193860626968742,3.3516688228779232,1.6973271333343276,0.2792378302399372,Iris-setosa
+55,5.845254904857657,2.8166789495461884,5.1581222904182145,2.3867003171896863,Iris-virginica
+56,5.463483026431586,3.3905371058596603,1.781716608201947,0.2,Iris-setosa
+57,5.454307887927575,2.5779710939971383,4.356008768334981,1.2355447376226745,Iris-versicolor
+58,5.146632005868734,2.6359519850638535,3.464449035136146,1.369060147196825,Iris-versicolor
+59,6.326364887622628,3.4330874896176735,5.641616338723953,2.4042501731626924,Iris-virginica
+60,6.690374112050813,3.2910295312960747,5.731102231141862,2.5,Iris-virginica
+61,5.884036248608753,3.1193701404738308,4.672896635383938,1.6927522993537616,Iris-versicolor
+62,6.15571231534412,3.262682803557887,4.59159783008531,1.5943513081983167,Iris-versicolor
+63,6.024975058999577,2.7273026538853364,5.105649961638434,1.6113427153835511,Iris-versicolor
+64,5.258636897140033,3.574796807900854,1.548434805241049,0.2,Iris-setosa
+65,4.4,2.9162940021828714,1.401217935730425,0.2,Iris-setosa
+66,5.045443761641858,3.6068570834430056,1.6337132609860112,0.33465196768866606,Iris-setosa
+67,5.403984545440583,3.001706081575613,4.493486074107206,1.5171165001040656,Iris-versicolor
+68,5.922579733969076,3.2100073851283755,4.830874900756709,1.7583341146242228,Iris-versicolor
+69,6.879753686606697,3.1936845399590554,5.62809784028514,2.2960728335516043,Iris-virginica
+70,5.05775872005907,3.2831578843806235,1.2969021182177687,0.2,Iris-setosa
+71,6.015866812592395,3.371465632349492,4.463214951899375,1.601177938753414,Iris-versicolor
+72,5.731400696450136,2.507648938156915,5.008182649772634,1.9994989069641949,Iris-virginica
+73,5.020167211737268,3.240562001941273,1.2166134149787746,0.2,Iris-setosa
+74,6.486047786899985,2.9655525337001087,5.391608034766925,1.8035040474134998,Iris-virginica
+75,5.786560360654602,2.697270275185702,5.127008295053953,1.9004920972420054,Iris-virginica
+76,5.087722951834391,2.5346335407995504,3.109703057440413,1.280831608244359,Iris-versicolor
+77,5.638578178004398,2.9932827768026873,4.074922983033196,1.308044228795409,Iris-versicolor
+78,4.501391522231837,2.3095467034305854,1.2874887934879786,0.2790127623535046,Iris-setosa
+79,5.772736368270899,2.656215880904416,5.072795247513021,1.916507810996063,Iris-virginica
+80,4.4,3.2089233902297916,1.2905989741637214,0.2,Iris-setosa
+81,5.354039606905611,3.869396157060581,1.725004420323598,0.4122836417458105,Iris-setosa
+82,4.589717201372059,3.600375646719142,1.0,0.2,Iris-setosa
+83,5.5242545187515315,2.38964499079292,3.7912903201627524,1.1570901533835618,Iris-versicolor
+84,4.9904435755918115,3.465851033168639,1.2644287364604925,0.2917904965369861,Iris-setosa
+85,5.864076636671023,2.9353245073278944,5.105960697721714,1.837359653677497,Iris-virginica
+86,5.382069242966824,2.9545809499342472,4.350669768394436,1.4383554315992935,Iris-versicolor
+87,5.219527965420571,2.7081624614281425,4.069585693812917,1.4068942011325347,Iris-versicolor
+88,6.348450642706564,2.3309830590074085,4.471378615888993,1.3415600560980474,Iris-versicolor
+89,6.429281683430955,3.105592045570628,5.482107407827684,1.808826639249124,Iris-virginica
+90,5.435200702902473,2.6684580222134997,4.076643220133594,1.2817496043437924,Iris-versicolor
+91,4.9049637308428915,2.3946428764043906,3.5413164517057356,0.9850729597927649,Iris-versicolor
+92,5.067832947816645,3.259491104223323,1.2360766689937672,0.2,Iris-setosa
+93,5.95238067904494,2.691987574423103,5.0612070607739765,1.5282406201790695,Iris-versicolor
+94,6.4325822931969325,2.9106522154083563,4.267249000235916,1.3052663814282008,Iris-versicolor
+95,6.031182722115136,2.6993160878684876,5.087640607913259,1.5994684018802632,Iris-versicolor
+96,6.631921292374577,3.0553156811645787,4.593565249487049,1.4956198034110293,Iris-versicolor
+97,6.096622399449428,2.623975769127112,5.589200410117183,1.417837949631971,Iris-virginica
+98,4.59089140823872,3.6047423999081163,1.0,0.2,Iris-setosa
+99,5.169960265592384,2.473649553499503,3.252470293664656,1.106351653242288,Iris-versicolor
+100,5.122187096301757,3.534659977059784,1.4133214505395146,0.2998416256364449,Iris-setosa
+101,4.609683136320015,3.610894201790663,1.0000005855506715,0.2,Iris-setosa
+102,5.444792054865579,3.006540530973633,4.507008850660399,1.5069631042607317,Iris-versicolor
+103,6.715377386904571,3.1102482370197286,4.429754917626879,1.4006572783602225,Iris-versicolor
+104,6.083140730035976,2.925913090222136,4.349002010902884,1.3280361803249838,Iris-versicolor
+105,5.778635510657219,2.828152987664692,5.092895913670311,2.3933008493442856,Iris-virginica
+106,4.400000460379075,2.920621353627883,1.4006425502850288,0.2,Iris-setosa
+107,5.06883841042661,3.7898811521707794,1.662854505329605,0.3857886985121139,Iris-setosa
+108,5.600977870494985,2.4128391643032665,3.876125689434705,1.2185482239352745,Iris-versicolor
+109,5.208772304418495,3.474111195384964,1.5219260069187985,0.2,Iris-setosa
+110,5.331417042894298,3.8599875346773045,1.5901188164057516,0.2585307064454329,Iris-setosa
+111,7.7,2.8078688853142584,6.7,2.0279728690065917,Iris-virginica
+112,5.670695069591181,3.0133983184007582,4.458106349830346,1.495638999273381,Iris-versicolor
+113,4.760669798558074,3.379117106372378,1.5764817540163194,0.2,Iris-setosa
+114,4.96986368390695,3.1739607650024273,1.2463343029794443,0.2,Iris-setosa
+115,4.4,2.836407858354008,1.4005758841010756,0.2,Iris-setosa
+116,5.0107235343119,3.2121245728032295,1.179505870016265,0.2,Iris-setosa
+117,6.322506628775335,2.5318372098565733,4.971188129643126,1.8760712976383362,Iris-virginica
+118,6.260847943400857,2.768452322821871,5.177453617399591,1.4781166653109552,Iris-virginica
+119,5.259341610979117,3.573644646350761,1.4979847765090035,0.2,Iris-setosa

iris/tab_ddpm/2_1/2/test.csv

@@ -0,0 +1,31 @@
+,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